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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2019.00338</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Transcultural Adaptation of the Oldenburg Burnout Inventory (OLBI) for Brazil and Portugal</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sinval</surname> <given-names>Jorge</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/436169/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Queir&#x000F3;s</surname> <given-names>Cristina</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/456533/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pasian</surname> <given-names>Sonia</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/456552/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Mar&#x000F4;co</surname> <given-names>Jo&#x000E3;o</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/457262/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>William James Center for Research, ISPA &#x02013; Instituto Universit&#x000E1;rio</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>Faculty of Psychology and Education Sciences, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff3"><sup>3</sup><institution>Faculty of Philosophy, Sciences and Languages of Ribeir&#x000E3;o Preto, University of S&#x000E3;o Paulo</institution>, <addr-line>S&#x000E3;o Paulo</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Business Research Unit (BRU-IUL), Instituto Universit&#x000E1;rio de Lisboa (ISCTE-IUL)</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Simon Surguladze, King&#x00027;s College London, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Marlene Sophie Penz, Technische Universit&#x000E4;t Dresden, Germany; Nikolaos Tsigilis, Aristotle University of Thessaloniki, Greece</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jo&#x000E3;o Mar&#x000F4;co <email>jpmaroco&#x00040;ispa.pt</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Psychopathology, a section of the journal Frontiers in Psychology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>03</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>10</volume>
<elocation-id>338</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>09</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>02</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2019 Sinval, Queir&#x000F3;s, Pasian and Mar&#x000F4;co.</copyright-statement>
<copyright-year>2019</copyright-year>
<copyright-holder>Sinval, Queir&#x000F3;s, Pasian and Mar&#x000F4;co</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>During the last few years, burnout has gained more and more attention for its strong connection with job performance, absenteeism, and presenteeism. It is a psychological phenomenon that depends on occupation, also presenting differences between sexes. However, to properly compare the burnout levels of different groups, a psychometric instrument with adequate validity evidence should be selected (i.e., with measurement invariance). This paper aims to describe the psychometric properties of the Oldenburg Burnout Inventory (OLBI) version adapted for workers from Brazil and Portugal, and to compare burnout across countries and sexes. OLBI&#x00027;s validity evidence based on the internal structure (dimensionality, reliability, and measurement invariance), and validity evidence based on relationships with other variables (work engagement) are described. Additionally, it aims presents a revision of different OLBI&#x00027;s versions&#x02014;since this is the first version of the instrument developed simultaneously for both countries&#x02014;it is an important instrument for understanding burnout between sexes in organizations. Data were used from 1,172 employees across two independent samples, one from Portugal and the other from Brazil, 65 percent being female. Regarding the OLBI internal structure, a reduced version (15 items) was obtained. The high correlation between disengagement and exhaustion, suggested the existence of a second-order latent factor, burnout, which presented measurement invariance for country and sex. Confirmatory factor analysis of the Portuguese OLBI version presented good goodness-of-fit indices and good internal consistency values. No statistically significant differences were found in burnout between sexes or countries. OLBI also showed psychometric properties that make it a promising and freely available instrument to measure and compare burnout levels of Portuguese and Brazilian employees.</p></abstract>
<kwd-group>
<kwd>Oldenburg Burnout Inventory (OLBI)</kwd>
<kwd>burnout</kwd>
<kwd>measurement invariance</kwd>
<kwd>Brazil</kwd>
<kwd>Portugal</kwd>
<kwd>multi-occupational</kwd>
<kwd>validity evidence</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="9"/>
<equation-count count="0"/>
<ref-count count="227"/>
<page-count count="28"/>
<word-count count="20589"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Work organizations and labor relations all over the world are undergoing significant changes, with an impact on workers&#x00027; lives and health, since the demands of modern working life are increasing pressure to levels never seen before (International Labour Office, <xref ref-type="bibr" rid="B93">2016</xref>). Thus, the workforce must deal with a new landscape where psychosocial risks at work must be addressed (European Agency for Safety and Health at Work, <xref ref-type="bibr" rid="B57">2018</xref>). Stress is a risk which, at extreme levels, can lead to burnout. Burnout has become a global concern, and work-related stress is a big challenge to organizations&#x00027; performance and to their workers&#x00027; health. Burnout levels vary depending on country, occupation, and individual characteristics, among which sex, is one of the most important factors (Purvanova and Muros, <xref ref-type="bibr" rid="B165">2010</xref>). Burnout can affect any worker, with consequences not only in terms of health, safety, and well-being, but also for productivity, quality of service, and cost-effectiveness to the organization (Poghosyan et al., <xref ref-type="bibr" rid="B162">2010</xref>; Carod-Artal and V&#x000E1;zquez-Cabrera, <xref ref-type="bibr" rid="B29">2013</xref>). It is a severe reaction to occupational stress, having in its symptomatology changes to physical and psychological health and behavioral-motivational aspects, expressed through a reduction in job satisfaction or even a change of profession (Marques-Pinto et al., <xref ref-type="bibr" rid="B133">2003</xref>). It is a syndrome (psychological in nature) that may occur when workers chronically face a stressful working environment and feel low resources to face high job demands (Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>; Bakker and Demerouti, <xref ref-type="bibr" rid="B13">2007</xref>; Maslach, <xref ref-type="bibr" rid="B136">2015</xref>). The definition of Burnout has been expanded from a concept associated with human services professions to a concept related to all kinds of professions that can be affected (Lindblom et al., <xref ref-type="bibr" rid="B118">2006</xref>).</p>
<p>From a historical perspective, burnout was initially considered as a psychological phenomenon in the USA, beginning with studies by the psychologist Freudenberger (<xref ref-type="bibr" rid="B63">1974</xref>) and the psychologist Maslach (<xref ref-type="bibr" rid="B134">1976</xref>). Despite some criticism (Bianchi et al., <xref ref-type="bibr" rid="B19">2017</xref>) and the existence of several other related constructs, such as kar&#x0014D;shi (<inline-graphic xlink:href="fpsyg-10-00338-i0001.tif"/>), meaning &#x0201C;death by overwork&#x0201D; (International Labour Organization, <xref ref-type="bibr" rid="B94">2013</xref>) and kar&#x0014D;jisatsu (<inline-graphic xlink:href="fpsyg-10-00338-i0002.tif"/>), meaning &#x0201C;suicide from overwork&#x0201D; (Amagasa et al., <xref ref-type="bibr" rid="B6">2005</xref>), burnout became a popular topic in occupational health (Marques-Pinto et al., <xref ref-type="bibr" rid="B132">2008</xref>; Schaufeli, <xref ref-type="bibr" rid="B195">2017</xref>). There is some discussion about burnout (Bianchi, <xref ref-type="bibr" rid="B18">2015</xref>; Bianchi et al., <xref ref-type="bibr" rid="B19">2017</xref>; Epstein and Privitera, <xref ref-type="bibr" rid="B55">2017</xref>; Mion et al., <xref ref-type="bibr" rid="B148">2018</xref>) in terms of its dimensionality. The names attributed to the constructs can vary (Simbula and Guglielmi, <xref ref-type="bibr" rid="B210">2010</xref>; Larsen et al., <xref ref-type="bibr" rid="B110">2017</xref>). The most commonly suggested structure is a tri-factor one (Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>, <xref ref-type="bibr" rid="B137">2016</xref>), comprising emotional exhaustion (or simply exhaustion), depersonalization (also known as cynicism or disengagement), and reduced sense of personal accomplishment (or professional efficacy) (Halbesleben et al., <xref ref-type="bibr" rid="B79">2004</xref>). It is expected that if a worker has high levels of the first two dimensions, there should be low levels of the third dimension since it is measured in the opposite direction to the other two. Carod-Artal and V&#x000E1;zquez-Cabrera (<xref ref-type="bibr" rid="B29">2013</xref>) state that emotional exhaustion is the most important dimension of burnout syndrome&#x02014;being referred to as a state of having feelings of being emotionally overextended and depleted of one&#x00027;s emotional resources&#x02014;representing the individual stress component (Bres&#x000F3; et al., <xref ref-type="bibr" rid="B23">2007</xref>). Depersonalization refers to cynical or excessively detached responses to others in the work context; this is the interpersonal component of burnout (Maslach, <xref ref-type="bibr" rid="B135">1998</xref>). Finally, diminished personal accomplishment refers to the decreased sense of competence and of productivity, representing the component of self-evaluation (Maslach, <xref ref-type="bibr" rid="B135">1998</xref>).</p>
<p>There is also a two-dimensional approach to burnout (Demerouti et al., <xref ref-type="bibr" rid="B48">2000</xref>). Based on empirical evidence, some authors consider that disengagement and exhaustion are the core dimensions of burnout, while reduced personal accomplishment plays a less important role (Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>; Shirom, <xref ref-type="bibr" rid="B206">2002</xref>). In fact, it has been shown that the relation of reduced personal accomplishment to burnout outcomes and antecedents is weaker than the other two dimensions (Lee and Ashforth, <xref ref-type="bibr" rid="B112">1996</xref>). Moreover, while emotional exhaustion leads to disengagement, reduced personal accomplishment develops individually in relation to the other two dimensions (Leiter, <xref ref-type="bibr" rid="B113">1993</xref>). Cordes and Dougherty (<xref ref-type="bibr" rid="B39">1993</xref>) suggest that it is an individual difference similar to self-efficacy.</p>
<p>Currently, burnout is becoming increasingly prominent in the literature (Leiter and Maslach, <xref ref-type="bibr" rid="B114">2017</xref>); it has been associated with multiple occupational groups, beyond human services (Maslach and Leiter, <xref ref-type="bibr" rid="B138">2017</xref>). In fact, burnout&#x00027;s prevalence has increased in some occupations, such as physicians in the USA (Shanafelt et al., <xref ref-type="bibr" rid="B205">2015</xref>); it shows a high prevalence in various occupations, including radiology residents (Guenette and Smith, <xref ref-type="bibr" rid="B76">2017</xref>), midwives in Australia (Creedy et al., <xref ref-type="bibr" rid="B41">2017</xref>), nurses in various countries (G&#x000F3;mez-Urquiza et al., <xref ref-type="bibr" rid="B73">2017</xref>). One reason why burnout is so common is due to the high levels of stress and emotional demands present in the job (Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>). Job stress can increase absenteeism, affect family roles, productivity, and mental and physical health, and decrease job satisfaction, which, in turn, can lead to reduced personal accomplishment, depersonalization, and emotional exhaustion (Carod-Artal and V&#x000E1;zquez-Cabrera, <xref ref-type="bibr" rid="B29">2013</xref>).</p>
<sec>
<title>Burnout Measurement With the Oldenburg Burnout Inventory</title>
<p>Despite the existence of several instruments to measure burnout, the Maslach Burnout Inventory (MBI; Maslach et al., <xref ref-type="bibr" rid="B137">2016</xref>) is the most used (Ahola et al., <xref ref-type="bibr" rid="B2">2017</xref>) and is commercially available. However, there are other options, some of them free, such as the Copenhagen Burnout Inventory (Kristensen et al., <xref ref-type="bibr" rid="B107">2005</xref>); the Burnout Measure (Pines and Aronson, <xref ref-type="bibr" rid="B161">1988</xref>; Malach-Pines, <xref ref-type="bibr" rid="B124">2005</xref>); the Educator Burnout Inventory (Wang et al., <xref ref-type="bibr" rid="B221">2003</xref>), the Oldenburg Burnout Inventory (OLBI; Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>); the Shirom-Melamed Burnout Measure (Shirom and Melamed, <xref ref-type="bibr" rid="B207">2006</xref>); the Bergen Burnout Indicator (Salmela-Aro et al., <xref ref-type="bibr" rid="B190">2011</xref>); the Karolinska Exhaustion Scale (Saboonchi et al., <xref ref-type="bibr" rid="B187">2013</xref>); and the Spanish Burnout Inventory (Gil-Monte et al., <xref ref-type="bibr" rid="B67">2017</xref>).</p>
<p>OLBI seems to be the most prominent alternative to MBI (Demerouti et al., <xref ref-type="bibr" rid="B48">2000</xref>). It was originally developed by Demerouti and Nachreiner (<xref ref-type="bibr" rid="B52">1998</xref>), who suggested two burnout dimensions, disengagement and exhaustion, applicable to professionals outside human services occupations. OLBI&#x00027;s versions vary across occupational groups and countries (see <xref ref-type="table" rid="T1">Table 1</xref>). In some countries&#x02014;Brazil and Portugal (Campos et al., <xref ref-type="bibr" rid="B27">2012</xref>), Sweden (Dahlin et al., <xref ref-type="bibr" rid="B43">2007</xref>; Rudman et al., <xref ref-type="bibr" rid="B184">2014</xref>), Slovenia (Kogoj et al., <xref ref-type="bibr" rid="B106">2014</xref>), South Africa (Mokgele and Rothmann, <xref ref-type="bibr" rid="B149">2014</xref>), Germany and Greece (Reis et al., <xref ref-type="bibr" rid="B170">2015</xref>), and Malaysia (Mahadi et al., <xref ref-type="bibr" rid="B123">2018</xref>)&#x02014;OLBI has a version for students. OLBI does not contain any factor correspondent to what the MBI calls &#x0201C;professional efficacy&#x0201D;; this dimension received criticism in some studies (Bres&#x000F3; et al., <xref ref-type="bibr" rid="B23">2007</xref>; Mar&#x000F4;co et al., <xref ref-type="bibr" rid="B128">2014</xref>), and, in the opinion of various authors, it is not a core burnout dimension (Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>; Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref>) but can be interpreted as a possible burnout consequence (Koeske and Koeske, <xref ref-type="bibr" rid="B105">1989</xref>) related to personality characteristics (Cordes and Dougherty, <xref ref-type="bibr" rid="B39">1993</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>OLBI&#x00027;s versions: validity evidence based on the internal structure.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Country (Authors)</bold></th>
<th valign="top" align="left"><bold>Occupational group</bold></th>
<th valign="top" align="center"><bold><italic>N</italic></bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Dimensionality</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Reliability: internal consistency</bold></th>
<th valign="top" align="left"><bold>Measurement invariance</bold></th>
<th valign="top" align="center"><bold>&#x003C7;<sup>2</sup>/<italic>df</italic></bold></th>
<th valign="top" align="center"><bold><italic>TLI/NNFI</italic></bold></th>
<th valign="top" align="center"><bold><italic>GFI</italic></bold></th>
<th valign="top" align="center"><bold><italic>CFI</italic></bold></th>
<th valign="top" align="center"><bold><italic>RMSEA</italic></bold></th>
<th valign="top" align="center"><bold><italic>SRMR</italic></bold></th>
</tr>
<tr>
<th/>
<th/>
<th/>
<th valign="top" align="left"><bold>Items (factors)</bold></th>
<th valign="top" align="left"><bold>Analysis</bold></th>
<th valign="top" align="left"><bold>Total</bold></th>
<th valign="top" align="left"><bold>Disengagement</bold></th>
<th valign="top" align="left"><bold>Exhaustion</bold></th>
<th/>
<th/>
<th/>
<th/>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Brazil Schuster and Dias, <xref ref-type="bibr" rid="B201">2018</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">273</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.93</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.89</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.59</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">13 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.88</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.92</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.41</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.05</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Cameroon Mbanga et al., <xref ref-type="bibr" rid="B142">2018</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">143</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">England Delgadillo et al., <xref ref-type="bibr" rid="B45">2018</xref></td>
<td valign="top" align="left">Psychological well-being practitioners</td>
<td valign="top" align="center">13</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Mental health nurse practitioners</td>
<td valign="top" align="center">15</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Cognitive behavioral therapists</td>
<td valign="top" align="center">21</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(49)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Iraq Al-Asadi et al., <xref ref-type="bibr" rid="B3">2018</xref></td>
<td valign="top" align="left">Primary school teachers</td>
<td valign="top" align="center">706</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Ireland Chernoff et al., <xref ref-type="bibr" rid="B34">2018</xref></td>
<td valign="top" align="left">Administrators</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Care assistants</td>
<td valign="top" align="center">3</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">50</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="center">23</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Porters</td>
<td valign="top" align="center">3</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Radiographers</td>
<td valign="top" align="center">10</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(97)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Italy Est&#x000E9;vez-Mujica and Quintane, <xref ref-type="bibr" rid="B56">2018</xref></td>
<td valign="top" align="left">Research and development</td>
<td valign="top" align="center">57</td>
<td valign="top" align="left">13 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.85</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Malaysia Mahadi et al., <xref ref-type="bibr" rid="B123">2018</xref><xref ref-type="table-fn" rid="TN1">&#x0002A;</xref></td>
<td valign="top" align="left">Medical students</td>
<td valign="top" align="center">452</td>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">7.606</td>
<td valign="top" align="center">0.577</td>
<td valign="top" align="center">0.768</td>
<td valign="top" align="center">0.633</td>
<td valign="top" align="center">0.121</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">7.551</td>
<td valign="top" align="center">0.580</td>
<td valign="top" align="center">0.768</td>
<td valign="top" align="center">0.640</td>
<td valign="top" align="center">0.121</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">9 (two)</td>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.80</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.74<break/><italic>CR</italic> &#x0003D; 0.73</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.70<break/><italic>CR</italic> &#x0003D; 0.71</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.585</td>
<td valign="top" align="center">0.905</td>
<td valign="top" align="center">0.958</td>
<td valign="top" align="center">0.934</td>
<td valign="top" align="center">0.076</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">England Westwood et al., <xref ref-type="bibr" rid="B223">2017</xref></td>
<td valign="top" align="left">Psychotherapists</td>
<td valign="top" align="center">210</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">India Ananthram et al., <xref ref-type="bibr" rid="B8">2017</xref></td>
<td valign="top" align="left">Call center representatives</td>
<td valign="top" align="center">250</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.85</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Kosovo Turtulla, <xref ref-type="bibr" rid="B219">2017</xref></td>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">531</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.73</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Malaysia Rosnah et al., <xref ref-type="bibr" rid="B180">2017</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">492</td>
<td valign="top" align="left">8 (one)<sup>E</sup></td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.50</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.21</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.066</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Russia Smirnova, <xref ref-type="bibr" rid="B212">2017</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">392</td>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">10.97</td>
<td valign="top" align="center">0.550</td>
<td valign="top" align="center">0.746</td>
<td valign="top" align="center">0.610</td>
<td valign="top" align="center">0.160</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.65</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">9.60</td>
<td valign="top" align="center">0.612</td>
<td valign="top" align="center">0.804</td>
<td valign="top" align="center">0.709</td>
<td valign="top" align="center">0.148</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.68</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">9.85</td>
<td valign="top" align="center">0.631</td>
<td valign="top" align="center">0.803</td>
<td valign="top" align="center">0.702</td>
<td valign="top" align="center">0.150</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">7 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">8.72</td>
<td valign="top" align="center">0.802</td>
<td valign="top" align="center">0.911</td>
<td valign="top" align="center">0.868</td>
<td valign="top" align="center">0.141</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">7 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.65</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.72</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">9.34</td>
<td valign="top" align="center">0.786</td>
<td valign="top" align="center">0.911</td>
<td valign="top" align="center">0.868</td>
<td valign="top" align="center">0.146</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Saudi Arabia Al-shuhail et al., <xref ref-type="bibr" rid="B5">2017</xref></td>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="center">140</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Serbia Petrovi&#x00107; et al., <xref ref-type="bibr" rid="B160">2017</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">860</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Singapore Suyi et al., <xref ref-type="bibr" rid="B215">2017</xref></td>
<td valign="top" align="left">Health</td>
<td valign="top" align="center">37</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79&#x02013;88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.63&#x02013;89</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Taiwan Ko, <xref ref-type="bibr" rid="B104">2017</xref></td>
<td valign="top" align="left">Hotel frontline employees</td>
<td valign="top" align="center">521</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.75</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.78</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">UK Halliday et al., <xref ref-type="bibr" rid="B81">2017</xref></td>
<td valign="top" align="left">Consultant</td>
<td valign="top" align="center">123</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">General practitioner</td>
<td valign="top" align="center">93</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Higher specialist trainee</td>
<td valign="top" align="center">139</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Junior specialist trainee</td>
<td valign="top" align="center">153</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Foundation doctor</td>
<td valign="top" align="center">40</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(548)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">USA Olinske and Hellman, <xref ref-type="bibr" rid="B156">2017</xref></td>
<td valign="top" align="left">Executive directors</td>
<td valign="top" align="center">140</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.78</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.88</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">USA Yanos et al., <xref ref-type="bibr" rid="B224">2017</xref></td>
<td valign="top" align="left">Clinicians</td>
<td valign="top" align="center">472</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.75</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">England Sales et al., <xref ref-type="bibr" rid="B189">2016</xref></td>
<td valign="top" align="left">General practitioners trainees</td>
<td valign="top" align="center">48</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">India Subburaj and Vijayadurai, <xref ref-type="bibr" rid="B214">2016</xref></td>
<td valign="top" align="left">Police constables</td>
<td valign="top" align="center">492</td>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.65</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">9.14</td>
<td valign="top" align="center">0.802</td>
<td valign="top" align="center">0.738</td>
<td valign="top" align="center">0.828</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.91</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.90</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.75</td>
<td valign="top" align="center">0.933</td>
<td valign="top" align="center">0.911</td>
<td valign="top" align="center">0.942</td>
<td valign="top" align="center">0.075</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Higher secondary teachers</td>
<td valign="top" align="center">385</td>
<td valign="top" align="left">16 (one)</td>
<td/>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.62</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">8.65</td>
<td valign="top" align="center">0.760</td>
<td valign="top" align="center">0.697</td>
<td valign="top" align="center">0.792</td>
<td valign="top" align="center">0.141</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.90</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.90</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.64</td>
<td valign="top" align="center">0.917</td>
<td valign="top" align="center">0.902</td>
<td valign="top" align="center">0.929</td>
<td valign="top" align="center">0.083</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(877)</td>
<td valign="top" align="left">&#x02013;</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Norway Innstrand, <xref ref-type="bibr" rid="B89">2016</xref></td>
<td valign="top" align="left">Advertising</td>
<td valign="top" align="center">301</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.38</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.092</td>
<td valign="top" align="center">0.069</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Bus drivers</td>
<td valign="top" align="center">381</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.21</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.083</td>
<td valign="top" align="center">0.051</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Church ministers</td>
<td valign="top" align="center">500</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.58</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.075</td>
<td valign="top" align="center">0.055</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IT</td>
<td valign="top" align="center">358</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">4.10</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.097</td>
<td valign="top" align="center">0.074</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Lawyers</td>
<td valign="top" align="center">412</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.66</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.084</td>
<td valign="top" align="center">0.056</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">496</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">4.87</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.092</td>
<td valign="top" align="center">0.064</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Physicians</td>
<td valign="top" align="center">523</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.58</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.098</td>
<td valign="top" align="center">0.072</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">504</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">4.86</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.091</td>
<td valign="top" align="center">0.067</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(3,475)</td>
<td/>
<td valign="top" align="left">MGCFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86&#x02013;88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87&#x02013;88</td>
<td valign="top" align="left">Partial scalar invariance among occupational groups.</td>
<td valign="top" align="center">4.47</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.094</td>
<td valign="top" align="center">0.067</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Pakistan Khan et al., <xref ref-type="bibr" rid="B102">2016</xref></td>
<td valign="top" align="left">Female academicians</td>
<td valign="top" align="center">299</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Pakistan Khan and Yusoff, <xref ref-type="bibr" rid="B101">2016</xref></td>
<td valign="top" align="left">Academic staff</td>
<td valign="top" align="center">450</td>
<td valign="top" align="left">16 (four)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.62</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Poland Baka and Basinska, <xref ref-type="bibr" rid="B11">2016</xref></td>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">545</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Medical staff</td>
<td valign="top" align="center">491</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Police officers</td>
<td valign="top" align="center">768</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">(1,804)</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.73</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.69</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">USA Rogala et al., <xref ref-type="bibr" rid="B179">2016</xref></td>
<td valign="top" align="left">Health care</td>
<td valign="top" align="center">135</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81&#x02013;86</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Zimbabwe Buitendach et al., <xref ref-type="bibr" rid="B25">2016</xref></td>
<td valign="top" align="left">Bus drivers</td>
<td valign="top" align="center">283</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.76</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.73</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.72</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Brazil Schuster et al., <xref ref-type="bibr" rid="B200">2015</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">273</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.90</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">9 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.76</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Germany Reis et al., <xref ref-type="bibr" rid="B170">2015</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">385</td>
<td valign="top" align="left">15 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.28</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Partial metric invariance with German students</td>
<td valign="top" align="center">3.59</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.26</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.78</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.07</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">India Rajeswari and Sreelekha, <xref ref-type="bibr" rid="B168">2015</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">200</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Poland Staszczyk and Tokarz, <xref ref-type="bibr" rid="B213">2015</xref></td>
<td valign="top" align="left">White-collar</td>
<td valign="top" align="center">210</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.78</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.74</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Slovenia Sedlar et al., <xref ref-type="bibr" rid="B203">2015</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">1,436</td>
<td valign="top" align="left">8 (two)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">7.51</td>
<td valign="top" align="center">0.988</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.992</td>
<td valign="top" align="center">0.067</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (one)</td>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">39.94</td>
<td valign="top" align="center">0.753</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.786</td>
<td valign="top" align="center">0.165</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)<sup>W</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">8.38</td>
<td valign="top" align="center">0.953</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.960</td>
<td valign="top" align="center">0.072</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.73</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">40.09</td>
<td valign="top" align="center">0.752</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.787</td>
<td valign="top" align="center">0.165</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (four)<sup>PN</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">8.06</td>
<td valign="top" align="center">0.955</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.963</td>
<td valign="top" align="center">0.070</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">USA Foster, <xref ref-type="bibr" rid="B62">2015</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">579</td>
<td valign="top" align="left">8 (one)<sup>D</sup></td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Full-uniqueness measurement invariance between sex.</td>
<td valign="top" align="center">11.68</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.064</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">8 (one)<sup>E</sup></td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">Full-uniqueness measurement invariance between sex.</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">USA Shupe et al., <xref ref-type="bibr" rid="B208">2015</xref></td>
<td valign="top" align="left">Librarians</td>
<td valign="top" align="center">282</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Sweden Lundkvist et al., <xref ref-type="bibr" rid="B121">2014</xref></td>
<td valign="top" align="left">Coaches</td>
<td valign="top" align="center">277</td>
<td valign="top" align="left">8 (two)<sup>N</sup></td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.25</td>
<td valign="top" align="center">0.940</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.959</td>
<td valign="top" align="center">0.090</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.82</td>
<td valign="top" align="center">0.879</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.897</td>
<td valign="top" align="center">0.081</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Sweden Rudman et al., <xref ref-type="bibr" rid="B184">2014</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">1,178</td>
<td valign="top" align="left">10 (two)<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.75</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.78</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">1,086</td>
<td valign="top" align="left">8 (two)<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.75</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">1,135</td>
<td valign="top" align="left">8 (two)<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.77</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">908</td>
<td valign="top" align="left">10 (two)<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.78</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.80</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="center">811</td>
<td valign="top" align="left">10 (two)<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.80</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Australia Scanlan and Still, <xref ref-type="bibr" rid="B193">2013</xref></td>
<td valign="top" align="left">Occupational therapists</td>
<td valign="top" align="center">34</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Brazil Schuster et al., <xref ref-type="bibr" rid="B202">2013</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">273</td>
<td valign="top" align="left">9 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.76</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">9 (two)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.95</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.85</td>
<td valign="top" align="left"><italic>CR</italic> &#x0003D; 0.93</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.36</td>
<td valign="top" align="center">0.956</td>
<td valign="top" align="center">0.954</td>
<td valign="top" align="center">0.968</td>
<td valign="top" align="center">0.071</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Poland Rzeszutek, <xref ref-type="bibr" rid="B186">2013</xref></td>
<td valign="top" align="left">Psychotherapists</td>
<td valign="top" align="center">200</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">USA Ford et al., <xref ref-type="bibr" rid="B60">2013</xref></td>
<td valign="top" align="left">Information technology</td>
<td valign="top" align="center">91</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">South Africa Lekutle and Nel, <xref ref-type="bibr" rid="B115">2012</xref></td>
<td valign="top" align="left">Cement factory</td>
<td valign="top" align="center">187</td>
<td valign="top" align="left">5 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.68</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.69</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Norway Innstrand et al., <xref ref-type="bibr" rid="B90">2012</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">3,475</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">MGCFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.86&#x02013;88</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87&#x02013;88</td>
<td valign="top" align="left">Longitudinal metric invariance.</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">China Qiao and Schaufeli, <xref ref-type="bibr" rid="B166">2011</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">717</td>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">11.62</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)<sup>W</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.58</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">11.25</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (four)<sup>PN</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">4.42</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Poland Baka, <xref ref-type="bibr" rid="B10">2011</xref></td>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">292</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.88</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Sweden Peterson et al., <xref ref-type="bibr" rid="B158">2011</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">3,719</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">27.88</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">47.24</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.09</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Poland Baka and Cie&#x0015B;lak, <xref ref-type="bibr" rid="B12">2010</xref></td>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">236</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">South Africa Demerouti et al., <xref ref-type="bibr" rid="B51">2010</xref></td>
<td valign="top" align="left">Construction</td>
<td valign="top" align="center">528</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.74</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">South Africa Tilakdharee et al., <xref ref-type="bibr" rid="B217">2010</xref></td>
<td valign="top" align="left">Training and development</td>
<td valign="top" align="center">80</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.928</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.80</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Belgium Barbier et al., <xref ref-type="bibr" rid="B16">2009</xref></td>
<td valign="top" align="left">Public sector</td>
<td valign="top" align="center">955</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Canada Chevrier, <xref ref-type="bibr" rid="B36">2009</xref></td>
<td valign="top" align="left">Catering</td>
<td valign="top" align="center">84</td>
<td valign="top" align="left">16 (five)</td>
<td valign="top" align="left">PCA</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.80</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">PCA</td>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.69</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Netherlands Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref></td>
<td valign="top" align="left">Health care</td>
<td valign="top" align="center">979</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">White collar</td>
<td valign="top" align="center">644</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">1,623</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">CFA<sup>T</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">8.08</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)<sup>W</sup></td>
<td valign="top" align="left">CFA<sup>M</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">12.51</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">CFA<sup>MTMM</sup></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.85</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.85</td>
<td valign="top" align="left">Metric invariance for burnout factors between occupations.</td>
<td valign="top" align="center">4.25</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Sweden Peterson et al., <xref ref-type="bibr" rid="B159">2008</xref></td>
<td valign="top" align="left">Health care</td>
<td valign="top" align="center">3,719</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003E; 0.70</td>
<td valign="top" align="left">&#x003B1; &#x0003E; 0.70</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Australia Timms et al., <xref ref-type="bibr" rid="B218">2007</xref></td>
<td valign="top" align="left">Teachers</td>
<td valign="top" align="center">298</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.79</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.81</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">South Africa Bosman et al., <xref ref-type="bibr" rid="B22">2005</xref></td>
<td valign="top" align="left">Government</td>
<td valign="top" align="center">297</td>
<td valign="top" align="left">16 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.66</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">United States of America Halbesleben and Demerouti, <xref ref-type="bibr" rid="B80">2005</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">2,431</td>
<td valign="top" align="left">16 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.26</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)<sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.90</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.76&#x02013;0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.74&#x02013;0.79</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.09</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Fire department</td>
<td valign="top" align="center">168</td>
<td valign="top" align="left">16 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.66</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)<sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.93</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.16</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.87</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">2,599</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">South Africa le Roux, <xref ref-type="bibr" rid="B111">2004</xref></td>
<td valign="top" align="left">Earthmoving</td>
<td valign="top" align="center">326</td>
<td valign="top" align="left">15 (two)</td>
<td valign="top" align="left">PCA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.71</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">16 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Greece Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref></td>
<td valign="top" align="left">Multi-occupational</td>
<td valign="top" align="center">232</td>
<td valign="top" align="left">13 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.04</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.13</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">13 (two)<sup>W</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.73</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">5.06</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.13</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">13 (two)</td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.39</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">13 (two)<sup>M</sup></td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.90</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.062</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Germany Demerouti et al., <xref ref-type="bibr" rid="B47">2002</xref></td>
<td valign="top" align="left">Human services</td>
<td valign="top" align="center">149</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Production employees</td>
<td valign="top" align="center">145</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">294</td>
<td valign="top" align="left">15 (one)</td>
<td valign="top" align="left">MGCFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.22</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)<sup>U</sup></td>
<td/>
<td/>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.85</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.08</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)<sup>W</sup></td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.26</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">German Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref></td>
<td valign="top" align="left">Human services</td>
<td valign="top" align="center">140</td>
<td valign="top" align="left">15 (one)</td>
<td valign="top" align="left">CFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.13</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two) <sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">2.10</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.45</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Production</td>
<td valign="top" align="center">93</td>
<td valign="top" align="left">15 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.86</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two) <sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.73</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.29</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Transport</td>
<td valign="top" align="center">119</td>
<td valign="top" align="left">15 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.52</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two) <sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.35</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">(Total)</td>
<td valign="top" align="center">352</td>
<td valign="top" align="left">15 (one)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.73</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two) <sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">3.57</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.83</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.50</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (one)</td>
<td valign="top" align="left">MGCFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.97</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two) <sup>W</sup></td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">1.90</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td/>
<td valign="top" align="left">15 (two)</td>
<td/>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Metric invariance between occupations.</td>
<td valign="top" align="center">1.38</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">Germany Demerouti et al., <xref ref-type="bibr" rid="B48">2000</xref></td>
<td valign="top" align="left">Nurses</td>
<td valign="top" align="center">109</td>
<td valign="top" align="left">15 (two)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.92</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.84</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">Germany Demerouti and Nachreiner, <xref ref-type="bibr" rid="B52">1998</xref></td>
<td valign="top" align="left">Service-Professionals</td>
<td valign="top" align="center">145</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Production</td>
<td valign="top" align="center">134</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Air traffic controllers</td>
<td valign="top" align="center">95</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">(total)</td>
<td valign="top" align="center">374</td>
<td valign="top" align="left">25 (two)</td>
<td valign="top" align="left">EFA</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.93</td>
<td valign="top" align="left">&#x003B1; &#x0003D; 0.82</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>&#x0002A;</label><p><italic>Although a medical students sample was used, this version&#x00027;s items were adapted for workers; M, with modification indices applied; U, uncorrelated model; W, all positively phrased items of both burnout dimensions were specified to load on one factor and all negatively phrased items on a second factor; PN, two negatively worded scales (exhaustion items and disengagement items), and two positively worded scales (exhaustion items and disengagement items); D, disengagement subscale; E, exhaustion; N, only negatively worded items included, four each subscale; T, trait; M, method; MTMM, multitrait-multimethod</italic>.</p></fn>
<p><italic>The extracted results for the goodness-of-fit indices are presented with two or three decimal places depending of the original authors report. CFA, confirmatory factor analysis; EFA, exploratory factor analysis; MGCFA, multi-group confirmatory factor analysis; PCA, principal component analysis; GFI, goodness-of-fit index; RMSEA, root mean square error of approximation; NNFI, non-normed fit index; TLI, Tucker Lewis index; CFI, comparative fit index; SRMR, standardized root mean square residual</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>The exhaustion subscale of OLBI has eight items which relate to feelings of emptiness, work overload, the need to rest, and physical, cognitive, and emotional exhaustion (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>). Differently from the exhaustion concept presented in the MBI, the OLBI approach to exhaustion covers cognitive, physical, and affective aspects of exhaustion, which may facilitate the use of the instrument with workers of different kinds of activity (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>; Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>). The disengagement subscale has also eight items which refer to distancing oneself from the work, together with negative and cynical behaviors and attitudes in relation to one&#x00027;s job (Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref>). The OLBI&#x00027;s concept of disengagement differs from MBI&#x00027;s depersonalization in terms of the amplitude of the distancing, since OLBI&#x00027;s concept is broader: it may refer to distancing oneself from work in general or, more specifically, to distancing oneself from the content and object, along with experiencing negative attitudes (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>). Thus, disengagement offers a less restricted view of the lack of interest in work. It is important to note that Gonz&#x000E1;lez-Rom&#x000E1; et al. (<xref ref-type="bibr" rid="B74">2006</xref>) suggested that two of the three work engagement dimensions measured by the Utrecht Work Engagement Scale (UWES), vigor and dedication (the third dimension is absorption), can be paired with emotional exhaustion and cynicism (burnout dimensions). One dimension, named &#x0201C;identification,&#x0201D; involved dedication and cynicism; the other, named &#x0201C;energy,&#x0201D; comprised vigor and exhaustion factors, this indicates that OLBI&#x00027;s negatively- and positively-worded items can be markers for work engagement and burnout (Halbesleben and Demerouti, <xref ref-type="bibr" rid="B80">2005</xref>).</p>
<p><xref ref-type="table" rid="T1">Table 1</xref> summarizes the different OLBI versions used with different samples found through a search of Embase, Scopus, PubMed, Web of Science, and Google Scholar using the terms: &#x0201C;OLBI,&#x0201D; &#x0201C;Oldenburg Burnout Inventory,&#x0201D; &#x0201C;adaptation,&#x0201D; &#x0201C;version,&#x0201D; &#x0201C;validity,&#x0201D; and &#x0201C;psychometric properties.&#x0201D; The OLBI&#x00027;s total number of items changed since its original structure of 25 items (Demerouti and Nachreiner, <xref ref-type="bibr" rid="B52">1998</xref>) to 15 (Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>); today&#x00027;s English language version has 16 items (Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>; Halbesleben and Demerouti, <xref ref-type="bibr" rid="B80">2005</xref>). It has positively and negatively worded items&#x02014;an equal number of each kind in the two dimensions&#x02014;something that is considered an advantage (Price, <xref ref-type="bibr" rid="B163">1997</xref>) since it can diminish acquiescence bias despite diminishing the internal consistency of the instruments (Salazar, <xref ref-type="bibr" rid="B188">2015</xref>). OLBI has been translated into many languages, although not always evaluated in its psychometric properties (<xref ref-type="table" rid="T1">Table 1</xref>). Some studies use OLBI without taking into consideration the recommended steps to adapt an instrument for a country or culture different from the one for which it was originally developed (van de Vijver, <xref ref-type="bibr" rid="B220">2016</xref>). There is a certain lack of use of adequate guidelines when translating and adapting the instrument for a new sample (International Test Commission, <xref ref-type="bibr" rid="B95">2018</xref>). As can be observed in <xref ref-type="table" rid="T1">Table 1</xref>, the majority of the new OLBI versions have not evaluated their psychometric properties with the appropriate technique (confirmatory factor analysis [CFA]; Brown, <xref ref-type="bibr" rid="B24">2015</xref>). In fact, some of them have avoided both exploratory and confirmatory factor analysis. Usually, the original two-factor structure is the one with better goodness-of-fit indices&#x02014;even when compared with the other two-factor structures (e.g., with positive items in one group and negatively-worded items in the other), and with one- or four-factor structures (Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>). The measurement invariance/equivalence of the instrument across different groups is essential to properly establish comparisons (Davidov et al., <xref ref-type="bibr" rid="B44">2014</xref>). OLBI invariance has been addressed by Demerouti et al. (<xref ref-type="bibr" rid="B49">2001</xref>) in its 15-items version for three different professions, they observed metric invariance (same factor&#x00027;s loadings). Demerouti and Nachreiner (<xref ref-type="bibr" rid="B52">1998</xref>) stated that three different groups of professionals obtained a similar OLBI (25-items) structure after a principal component analysis for each of the groups. Others researchers have obtained measurement invariance between countries (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>) and between workers and students (Reis et al., <xref ref-type="bibr" rid="B170">2015</xref>). These findings suggest that burnout is not exclusive to human services professions (Demerouti and Nachreiner, <xref ref-type="bibr" rid="B52">1998</xref>; Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>) since various studies have tested burnout levels using OLBI in other occupations (e.g., executive directors, white-collar employees, construction workers). Altogether, few studies tested the measurement invariance of the groups with which they established comparisons. Finally, regarding the reliability of the scores, the internal consistency estimates were acceptable to good in most of the studies, while almost all studies reported only the Cronbach&#x00027;s &#x003B1; (see <xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>This study aims to describe the psychometric properties of an OLBI version developed simultaneously for workers from Brazil and Portugal, its validity evidence based on the internal structure (dimensionality, measurement invariance, reliability), and the validity evidence based on the relationship with other variables (work engagement); and to compare burnout across sexes and countries. Additionally, the study seeks to present a revision of OLBI&#x00027;s different versions since this is the first version of the instrument developed simultaneously for Portugal and Brazil, adapting an important instrument for understanding burnout in relation to sexes in the organizations. It will be structured by presenting some considerations about burnout among sexes, followed by burnout measured by OLBI.</p>
</sec>
<sec>
<title>Research Hypotheses</title>
<p>Following the recommendations of <italic>The Standards for Educational and Psychological Testing</italic> (American Educational Research Association, <xref ref-type="bibr" rid="B7">2014</xref>), this paper aims to assess two types of validity evidence for the Portuguese version (PT-BR and PT-PT) of the OLBI (Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>)&#x02014;one related to the internal structure, the other based on the relations to other variables (work engagement). Since various studies have successfully confirmed the original two-factor structure of OLBI (Halbesleben and Demerouti, <xref ref-type="bibr" rid="B80">2005</xref>; Peterson et al., <xref ref-type="bibr" rid="B158">2011</xref>; Subburaj and Vijayadurai, <xref ref-type="bibr" rid="B214">2016</xref>), it was hypothesized that the tested OLBI version would present a good fit confirming its original dimensionality of two factors (H1). Burnout has been hypothesized by some authors as a higher-order dimension (Taris et al., <xref ref-type="bibr" rid="B216">1999</xref>; Shirom and Melamed, <xref ref-type="bibr" rid="B207">2006</xref>; Mar&#x000F4;co et al., <xref ref-type="bibr" rid="B130">2008</xref>). Thus, a possible second-order latent factor, burnout, was tested for OLBI (H2). Through the review of the different versions (<xref ref-type="table" rid="T1">Table 1</xref>), the majority of the studies showed acceptable to very good reliability of the scores&#x00027; evidence in terms of internal consistency (e.g., Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref>; Innstrand, <xref ref-type="bibr" rid="B89">2016</xref>; Subburaj and Vijayadurai, <xref ref-type="bibr" rid="B214">2016</xref>). Consequently, it was assumed that OLBI would present acceptable internal consistency reliability estimates (H3). Some studies found evidence of measurement invariance for OLBI between occupations (Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>; Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref>; Innstrand, <xref ref-type="bibr" rid="B89">2016</xref>) and sex (Foster, <xref ref-type="bibr" rid="B62">2015</xref>), but none investigated measurement invariance among workers of different countries. H4 hypothesized that OLBI will present evidence of measurement invariance between sexes and countries.</p>
<p>Research has found that burnout levels can vary among sexes, with females usually presenting slightly more exhaustion than males (Purvanova and Muros, <xref ref-type="bibr" rid="B165">2010</xref>; Innstrand et al., <xref ref-type="bibr" rid="B91">2011</xref>), females being more likely to experience burnout (Dimou et al., <xref ref-type="bibr" rid="B54">2016</xref>). However, others suggest that research does not allow one to conclude any sex-specific risks (Seidler et al., <xref ref-type="bibr" rid="B204">2014</xref>; Adriaenssens et al., <xref ref-type="bibr" rid="B1">2015</xref>) considering that the burnout differences can be related with the levels of workload as well as care-load (Bekker et al., <xref ref-type="bibr" rid="B17">2005</xref>; Langballe et al., <xref ref-type="bibr" rid="B109">2011</xref>). Burnout can also vary among countries also (Poghosyan et al., <xref ref-type="bibr" rid="B162">2010</xref>; Alexandrova-Karamanova et al., <xref ref-type="bibr" rid="B4">2016</xref>; Jovanovi&#x00107; et al., <xref ref-type="bibr" rid="B99">2016</xref>). North American countries have a tendency to present higher exhaustion and disengagement levels than European countries&#x02014;differences that can be related to cultural aspects (Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>). However, regarding the Portugal-Brazil comparison, no differences were reported in a previous study (Dias et al., <xref ref-type="bibr" rid="B53">2010</xref>). Occupations can play a substantial role in burnout levels (e.g., emotional challenges of working in the teaching or caregiving role) (Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>). Altogether, it was hypothesized that burnout&#x00027;s latent means differ between sexes and countries (H5).</p>
<p>Work engagement is known to be a construct with strong correlations with burnout (Demerouti et al., <xref ref-type="bibr" rid="B51">2010</xref>; Petrovi&#x00107; et al., <xref ref-type="bibr" rid="B160">2017</xref>), since both can be considered indicators of well-being (Bakker et al., <xref ref-type="bibr" rid="B14">2014</xref>). Thus, the divergent validity evidence based on the relation to other variables, work engagement, was assessed (H6).</p>
</sec>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec>
<title>Sample</title>
<p>A total sample composed of 1,172 participants was collected by combining two independent samples: one sample of Brazilian workers in various occupations (<italic>n</italic> &#x0003D; 604), and one of Portuguese workers in various occupations (<italic>n</italic> &#x0003D; 568). Both samples completed the OLBI and the Utrecht Work Engagement Scale (Schaufeli and Bakker, <xref ref-type="bibr" rid="B196">2003</xref>). Participation was anonymous and voluntary. The average age of the total sample was 35.47 years (<italic>SD</italic> &#x0003D; 9.95), with 65% being female. Workers&#x00027; occupations were according to the International Standard Classification of Occupations ISCO-08 (International Labour Office, <xref ref-type="bibr" rid="B92">2012</xref>)&#x02014;mainly professionals or administrative support&#x02014;and 73% of the sample were, at least, college graduates (<xref ref-type="table" rid="T2">Table 2</xref>). Regarding children, 59% had none; 45% reported being married or cohabiting.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Sociodemographics, occupational group, and academic level for each country, and total.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Brazil (<italic>n</italic> &#x0003D; 604)</bold><break/><bold>Multi-occupational</bold></th>
<th valign="top" align="center"><bold>Portugal (<italic>n</italic> &#x0003D; 568)</bold><break/><bold>Multi-occupational</bold></th>
<th valign="top" align="center"><bold>Total (<italic>n</italic> &#x0003D; 1,172)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#bbbdc0"><bold>SOCIODEMOGRAPHICS</bold></td>
</tr>
<tr>
<td valign="top" align="left">Age: <italic>M</italic> (<italic>SD</italic>)</td>
<td valign="top" align="center">35.11 (10.13)</td>
<td valign="top" align="center">35.83 (9.76)</td>
<td valign="top" align="center">35.47 (9.95)</td>
</tr>
<tr>
<td valign="top" align="left">Sex: Female %</td>
<td valign="top" align="center">67.23%</td>
<td valign="top" align="center">62.84%</td>
<td valign="top" align="center">65.07%</td>
</tr>
<tr>
<td valign="top" align="left">Children: Yes%</td>
<td valign="top" align="center">38.97%</td>
<td valign="top" align="center">42.61%</td>
<td valign="top" align="center">40.77%</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#bbbdc0"><bold>OCCUPATIONAL GROUP</bold></td>
</tr>
<tr>
<td valign="top" align="left">Armed Forces Occupations</td>
<td valign="top" align="center">1.55</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">2.97</td>
</tr>
<tr>
<td valign="top" align="left">Managers</td>
<td valign="top" align="center">15.53</td>
<td valign="top" align="center">8.87</td>
<td valign="top" align="center">12.27</td>
</tr>
<tr>
<td valign="top" align="left">Professionals</td>
<td valign="top" align="center">36.12</td>
<td valign="top" align="center">53.63</td>
<td valign="top" align="center">44.70</td>
</tr>
<tr>
<td valign="top" align="left">Technicians and Associate Professionals</td>
<td valign="top" align="center">8.74</td>
<td valign="top" align="center">12.90</td>
<td valign="top" align="center">10.78</td>
</tr>
<tr>
<td valign="top" align="left">Clerical Support Workers</td>
<td valign="top" align="center">27.38</td>
<td valign="top" align="center">9.48</td>
<td valign="top" align="center">18.60</td>
</tr>
<tr>
<td valign="top" align="left">Services and Sales Workers</td>
<td valign="top" align="center">6.21</td>
<td valign="top" align="center">6.05</td>
<td valign="top" align="center">6.13</td>
</tr>
<tr>
<td valign="top" align="left">Skilled Agricultural, Forestry and Fishery Workers</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Craft and Related Trades Workers</td>
<td valign="top" align="center">2.14</td>
<td valign="top" align="center">2.22</td>
<td valign="top" align="center">2.18</td>
</tr>
<tr>
<td valign="top" align="left">Plant and Machine Operators and Assemblers</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">0.69</td>
</tr>
<tr>
<td valign="top" align="left">Elementary Occupations</td>
<td valign="top" align="center">1.55</td>
<td valign="top" align="center">1.81</td>
<td valign="top" align="center">1.68</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#bbbdc0"><bold>ACADEMIC LEVEL</bold></td>
</tr>
<tr>
<td valign="top" align="left">PhD</td>
<td valign="top" align="center">5.12</td>
<td valign="top" align="center">5.64</td>
<td valign="top" align="center">5.38</td>
</tr>
<tr>
<td valign="top" align="left">Master</td>
<td valign="top" align="center">9.49</td>
<td valign="top" align="center">38.52</td>
<td valign="top" align="center">23.82</td>
</tr>
<tr>
<td valign="top" align="left">Post-graduation (not master neither PhD)</td>
<td valign="top" align="center">25.62</td>
<td valign="top" align="center">9.34</td>
<td valign="top" align="center">17.58</td>
</tr>
<tr>
<td valign="top" align="left">Graduation</td>
<td valign="top" align="center">34.16</td>
<td valign="top" align="center">29.57</td>
<td valign="top" align="center">31.89</td>
</tr>
<tr>
<td valign="top" align="left">Unfinished graduation</td>
<td valign="top" align="center">13.09</td>
<td valign="top" align="center">4.67</td>
<td valign="top" align="center">8.93</td>
</tr>
<tr>
<td valign="top" align="left">High school, vocational education or less</td>
<td valign="top" align="center">12.52</td>
<td valign="top" align="center">12.26</td>
<td valign="top" align="center">12.40</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A non-probabilistic convenience sampling was used. The inclusion criteria were: (1) all participants were workers with a contract or formal ties with their employers, (2) had easy access to a PC, smartphone, or tablet to access the online platform where the instruments were deployed, and (3) were literate.</p>
</sec>
<sec>
<title>Measures</title>
<p>The OLBI was used to assess burnout, through the development of a version transculturally adapted both for Brazil and Portugal (<xref ref-type="table" rid="T3">Table 3</xref>). The OLBI is a self-report five-point rating scale (1 &#x0003D; &#x0201C;Strongly disagree&#x0201D;; to 5 &#x0003D; &#x0201C;Strongly agree&#x0201D;) with eight questions within each of the two dimensions, disengagement and exhaustion (Demerouti et al., <xref ref-type="bibr" rid="B49">2001</xref>). The disengagement factor refers to distancing from work in terms of both object and content, and to the development of cynical and negative attitudes and behaviors in relation to one&#x00027;s job (Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>). Exhaustion refers to feelings of physical fatigue, the need to rest, and feelings of overtaxing and emptiness in relation to work (Demerouti and Bakker, <xref ref-type="bibr" rid="B46">2008</xref>). To develop the Portuguese version (<xref ref-type="table" rid="T3">Table 3</xref>) the English version of the OLBI was used (Bakker et al., <xref ref-type="bibr" rid="B15">2004</xref>) following <italic>The ITC Guidelines for Translating and Adapting Tests</italic> (International Test Commission, <xref ref-type="bibr" rid="B95">2018</xref>), adapting the items to the Portuguese language according to the <italic>Orthographic Agreement</italic> signed by both Portugal and Brazil in 2009. The items were discussed with Portuguese and Brazilian psychologists and methodologists to create a version of the items that gathered the consensus of specialists regarding cultural, semantic, and idiomatic equivalence in the two countries. Finally, a small pilot test was done with 15 workers from each country; this did not suggest any modifications and the Portuguese adapted OLBI&#x00027;s 16 items were understood. The final single version (for both countries) had no other changes.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>OLBI original and Portuguese versions.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Item</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Original OLBI (Bakker et al.</bold>, <xref ref-type="bibr" rid="B15"><bold>2004</bold></xref><bold>)</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Portuguese (Brazil and Portugal) version of OLBI</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="left"><bold>Strongly disagree</bold></th>
<th valign="top" align="left"><bold>Disagree</bold></th>
<th valign="top" align="left"><bold>Neutral</bold></th>
<th valign="top" align="left"><bold>Agree</bold></th>
<th valign="top" align="left"><bold>Strongly agree</bold></th>
<th valign="top" align="left"><bold>Discordo totalmente</bold></th>
<th valign="top" align="left"><bold>Discordo</bold></th>
<th valign="top" align="left"><bold>Nem concordo, nem discordo</bold></th>
<th valign="top" align="left"><bold>Concordo</bold></th>
<th valign="top" align="left"><bold>Concordo totalmente</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="left"><bold>1</bold></th>
<th valign="top" align="left"><bold>2</bold></th>
<th valign="top" align="left"><bold>3</bold></th>
<th valign="top" align="left"><bold>4</bold></th>
<th valign="top" align="left"><bold>5</bold></th>
<th valign="top" align="left"><bold>1</bold></th>
<th valign="top" align="left"><bold>2</bold></th>
<th valign="top" align="left"><bold>3</bold></th>
<th valign="top" align="left"><bold>4</bold></th>
<th valign="top" align="left"><bold>5</bold></th>
</tr>
</thead>
<tbody>
 <tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="center" colspan="5"><bold>DISENGAGEMENT</bold></td>
<td valign="top" align="center" colspan="5"><bold>DISTANCIAMENTO</bold></td>
</tr> <tr>
<td valign="top" align="left">1<sup>R</sup></td>
<td valign="top" align="left" colspan="5">I always find new and interesting aspects in my work</td>
<td valign="top" align="left" colspan="5">Encontro com frequ&#x000EA;ncia assuntos novos e interessantes no meu trabalho</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left" colspan="5">It happens more and more often that I talk about my work in a negative way</td>
<td valign="top" align="left" colspan="5">Cada vez mais falo de forma negativa do meu trabalho</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left" colspan="5">Lately, I tend to think less at work and do my job almost mechanically</td>
<td valign="top" align="left" colspan="5">Ultimamente tenho pensado menos no meu trabalho e fa&#x000E7;o as tarefas de forma quase mec&#x000E2;nica</td>
</tr>
<tr>
<td valign="top" align="left">7<sup>R</sup></td>
<td valign="top" align="left" colspan="5">I find my work to be a positive challenge</td>
<td valign="top" align="left" colspan="5">Considero que o meu trabalho &#x000E9; um desafio positivo</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left" colspan="5">Over time, one can become disconnected from this type of work</td>
<td valign="top" align="left" colspan="5">Com o passar do tempo, sinto-me desligado do meu trabalho</td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left" colspan="5">Sometimes I feel sickened by my work tasks</td>
<td valign="top" align="left" colspan="5">&#x000C0;s vezes, sinto-me farto das minhas tarefas no trabalho</td>
</tr>
<tr>
<td valign="top" align="left">13<sup>R</sup></td>
<td valign="top" align="left" colspan="5">This is only type of work that I can imagine myself doing</td>
<td valign="top" align="left" colspan="5"><xref ref-type="table-fn" rid="TN2">&#x0002A;</xref>Este &#x000E9; o &#x000FA;nico tipo de trabalho que me imagino a fazer</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left">15<sup>R</sup></td>
<td valign="top" align="left" colspan="5">I feel more and more engaged in my work</td>
<td valign="top" align="left" colspan="5">Sinto-me cada vez mais empenhado no meu trabalho</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="center" colspan="5"><bold>EXAUST&#x000C3;O</bold></td>
<td valign="top" align="center" colspan="5"><bold>EXAUST&#x000C3;O</bold></td>
</tr> <tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left" colspan="5">There are days when I feel tired before I arrive at work</td>
<td valign="top" align="left" colspan="5">H&#x000E1; dias em que me sinto cansado antes mesmo de chegar ao trabalho</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left" colspan="5">After work, I tend to need more time than in the past in order to relax and feel better</td>
<td valign="top" align="left" colspan="5">Depois do trabalho, preciso de mais tempo para relaxar e sentir-me melhor do que precisava antigamente</td>
</tr>
<tr>
<td valign="top" align="left">5<sup>R</sup></td>
<td valign="top" align="left" colspan="5">I can tolerate the pressure of my work very well</td>
<td valign="top" align="left" colspan="5">Consigo aguentar bem a press&#x000E3;o do meu trabalho</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left" colspan="5">During my work, I often feel emotionally drained</td>
<td valign="top" align="left" colspan="5">Durante o meu trabalho, muitas vezes sinto-me emocionalmente esgotado</td>
</tr>
<tr>
<td valign="top" align="left">10<sup>R</sup></td>
<td valign="top" align="left" colspan="5">After working, I have enough energy for my leisure activities</td>
<td valign="top" align="left" colspan="5">Depois do trabalho, tenho energia suficiente para minhas atividades de lazer</td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left" colspan="5">After my work, I usually feel worn out and weary</td>
<td valign="top" align="left" colspan="5">Depois do trabalho sinto-me cansado e sem energia</td>
</tr>
<tr>
<td valign="top" align="left">14<sup>R</sup></td>
<td valign="top" align="left" colspan="5">Usually, I can manage the amount of my work well</td>
<td valign="top" align="left" colspan="5">De uma forma geral, consigo administrar bem a quantidade de trabalho que tenho</td>
</tr>
<tr>
<td valign="top" align="left">16<sup>R</sup></td>
<td valign="top" align="left" colspan="5">When I work, I usually feel energized</td>
<td valign="top" align="left" colspan="5">Quando trabalho, geralmente sinto-me com energia</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>R, reversed</italic>;</p>
<fn id="TN2"><label>&#x0002A;</label><p><italic>Removed item for the proposed Portuguese (Brazil and Portugal) version</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Work engagement refers to a positive motivational state and is composed of vigor, dedication, and absorption. This construct was measured with UWES-9 in its transculturally adapted version to both Brazil and Portugal (Sinval et al., <xref ref-type="bibr" rid="B211">2018</xref>). It is a self-report instrument scored on a seven-point rating scale (0 &#x0003D; &#x0201C;Never&#x0201D;; 6 &#x0003D; &#x0201C;Always&#x0201D;), with three questions in each of its three dimensions. The UWES has shown good divergent validity evidence with the OLBI, since work engagement and burnout are moderately and negatively related (Goering et al., <xref ref-type="bibr" rid="B69">2017</xref>). It was chosen not only for its good psychometric qualities for both countries, but also because it showed measurement invariance between both countries and it is a short instrument that allows for a robust work engagement measure with only a few items (Schaufeli and Bakker, <xref ref-type="bibr" rid="B196">2003</xref>). It is a well-spread measure across many countries (Sinval et al., <xref ref-type="bibr" rid="B211">2018</xref>) and is actually the most used instrument to measure work engagement. However, studies that investigated the relations between burnout and work engagement have mainly used the MBI for burnout and the UWES for work engagement (Schaufeli and de Witte, <xref ref-type="bibr" rid="B198">2017</xref>). This study used OLBI together with UWES, trying to enrich the discussion about the two concepts, rather than just discussing instruments. The UWES dimensions are vigor, referring to the energy and resilience that one has in work; dedication, referring to being enthusiastic, inspired, and proud of one&#x00027;s work; and absorption, referring to being immersed in one&#x00027;s work without the perception of time passing (Schaufeli et al., <xref ref-type="bibr" rid="B199">2002</xref>). It is expected that high levels of work engagement correspond to highly energized workers (Schaufeli and Bakker, <xref ref-type="bibr" rid="B197">2010</xref>).</p>
</sec>
<sec>
<title>Procedures</title>
<p>Data were gathered from 2015 to 2017, in both countries, in an effort to have a larger sample, since web surveys present low response rates (Massey and Tourangeau, <xref ref-type="bibr" rid="B140">2013</xref>). Both samples completed the OLBI, a brief sociodemographic questionnaire, and the UWES-9. All the collected data were obtained online using <italic>LimeSurvey</italic> software (LimeSurvey GmbH, <xref ref-type="bibr" rid="B117">2017</xref>) running on the website of two major universities in each country. Nearly 35 percent of the disseminated questionnaires were completed in both countries. Participants were both contacted individually and through companies which answered positively to the invitation to participate in the study. Before filling out the survey, participants were informed about the study, assuring them that the study was a research study and that the company would not access individual data and that companies simply helped the researchers disseminate the study. Informed consent was obtained online from all participants.</p>
<p>To allow comparative studies, the same procedures were used in both countries. The study was approved by the Ethics Committee of the University of Porto (on 03-18-2015), Portugal, and the University of S&#x000E3;o Paulo (on 01-09-2014; CAAE no. 33301214.2.0000.5407), Brazil, and followed the usual rules for online surveys, namely, no access of participants&#x00027; companies to individual results and no direct contact between participants and researchers [A few used the email to clarify some details about access to individual data, but it is not possible to identify whether they participated in the study].</p>
</sec>
<sec>
<title>Data Analysis</title>
<p>A confirmatory factor analysis (CFA) was conducted to verify if the original two-factor structure proposed by Bakker et al. (<xref ref-type="bibr" rid="B15">2004</xref>), presented an adequate fit to the study sample. Only complete data cases were considered. As goodness-of-fit indices, SRMR (Standardized Root Mean Square Residual), RMSEA (root mean square error of approximation), NFI (Normed Fit Index), CFI (Comparative Fit Index), and the TLI (Tucker Lewis Index) were used. The fit of the model was considered good for TLI, CFI and TLI values above 0.95; SRMR below 0.08; and RMSEA values below 0.08 (Hoyle, <xref ref-type="bibr" rid="B88">1995</xref>; Boomsma, <xref ref-type="bibr" rid="B21">2000</xref>; McDonald and Ho, <xref ref-type="bibr" rid="B144">2002</xref>; Byrne, <xref ref-type="bibr" rid="B26">2010</xref>). All statistical analyses were performed with <italic>R</italic> (R Core Team, <xref ref-type="bibr" rid="B167">2018</xref>) and <italic>RStudio</italic> (RStudio Team, <xref ref-type="bibr" rid="B182">2018</xref>). The descriptive statistics were obtained with the <italic>skimr</italic> package (McNamara et al., <xref ref-type="bibr" rid="B145">2018</xref>), the standard error of the mean (SEM) was calculated with the <italic>plotrix</italic> (Lemon, <xref ref-type="bibr" rid="B116">2006</xref>) package and the coefficient of variation (CV) was estimated with the package <italic>sjstats</italic> (L&#x000FC;decke, <xref ref-type="bibr" rid="B120">2019</xref>). To assess multivariate normality, Mardia&#x00027;s multivariate kurtosis (Mardia, <xref ref-type="bibr" rid="B131">1970</xref>) was used; it was calculated using the <italic>psych</italic> package (Revelle, <xref ref-type="bibr" rid="B174">2018</xref>). The <italic>lavaan</italic> package (Rosseel, <xref ref-type="bibr" rid="B181">2012</xref>) was selected to conduct the CFA analyses using the Weighted Least Squares Means and Variances (WLSMV) estimation method (Muth&#x000E9;n, <xref ref-type="bibr" rid="B154">1983</xref>).</p>
<p>To test the proposed structure for OLBI, the cross-validity evidence was assessed to give information about how well the new structure will fit an independent sample of the same population (Cudeck and Browne, <xref ref-type="bibr" rid="B42">1983</xref>). To do so, the sample was randomly split into two sub-samples through the package <italic>minDiff</italic> (Papenberg, <xref ref-type="bibr" rid="B157">2018</xref>). The workers&#x00027; age was used as criteria variable for which it was desired to minimize differences between subsamples (Papenberg, <xref ref-type="bibr" rid="B157">2018</xref>). The subsamples were generated using 1,000 repetitions in order to minimize the differences, since the most equal group assignment was selected. Having two independent subsamples with similar properties, one subsample can be used as calibration subsample, and another as validation subsample (Chin and Todd, <xref ref-type="bibr" rid="B37">1995</xref>).</p>
<p>The convergent validity evidence was analyzed using the average variance extracted (AVE) which was estimated as described in Mar&#x000F4;co (<xref ref-type="bibr" rid="B126">2014</xref>) and Fornell and Larcker (<xref ref-type="bibr" rid="B61">1981</xref>). The constructs&#x00027; convergent validity evidence was assumed for values of AVE &#x02265; 0.5 (Hair et al., <xref ref-type="bibr" rid="B78">2009</xref>).</p>
<p>The discriminant validity evidence was checked (Fornell and Larcker, <xref ref-type="bibr" rid="B61">1981</xref>; Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>) to verify whether the items that represent a dimension were strongly correlated with other dimensions (Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>): for two factors, <italic>x</italic> and <italic>y</italic>, if AVE<italic>x</italic> and AVE<italic>y</italic> &#x02265; &#x003C1;<sup>2</sup><sub><italic>xy</italic></sub> (squared correlation between the factors <italic>x</italic> and <italic>y</italic>), there is discriminant validity evidence. The Heterotrait-monotrait (HTMT) criterion (Henseler et al., <xref ref-type="bibr" rid="B82">2015</xref>) was also used. Values above 0.85 were considered indicative of satisfactory discriminant validity evidence (Kline, <xref ref-type="bibr" rid="B103">2016</xref>). The HTMT ratios of correlations were calculated using the <italic>semTools</italic> package (Jorgensen et al., <xref ref-type="bibr" rid="B98">2018</xref>).</p>
<p>The reliability of the scores was assessed with various estimates of internal consistency as recommended (Irwing and Hughes, <xref ref-type="bibr" rid="B96">2018</xref>): &#x003B1;<sub><italic>ordinal</italic></sub> (Zumbo et al., <xref ref-type="bibr" rid="B227">2007</xref>), and &#x003C9;<sub><italic>ordinal</italic></sub> (Bollen, <xref ref-type="bibr" rid="B20">1980</xref>; Raykov, <xref ref-type="bibr" rid="B169">2001</xref>) using the <italic>semTools</italic> package (Jorgensen et al., <xref ref-type="bibr" rid="B98">2018</xref>), higher values were indicative of better internal consistency results. Also, the McDonald&#x00027;s hierarchical omega (&#x003C9;<sub><italic>H</italic></sub>; Zinbarg et al., <xref ref-type="bibr" rid="B226">2005</xref>) was estimated; a higher value of &#x003C9;<sub><italic>H</italic></sub> indicates a stronger influence of the latent variable common to all factors, and that the observed scale scores generalize to scores for the common latent variable (Zinbarg et al., <xref ref-type="bibr" rid="B225">2007</xref>). The omega hierarchical subscale (&#x003C9;<sub><italic>HS</italic></sub>) was calculated for each specific factor, it reflects the reliability of each subscale after controlling for the variance due to the general factor (Reise et al., <xref ref-type="bibr" rid="B172">2013</xref>). Both the &#x003C9;<sub><italic>H</italic></sub> and the &#x003C9;<sub><italic>HS</italic></sub> were used for calculating the internal consistency of the bi-factor model. There is some discussion about the use of &#x003B1;<sub><italic>ordinal</italic></sub> (Revelle and Condon, <xref ref-type="bibr" rid="B175">2018</xref>) as so we reported other estimates. The &#x003B1;<sub>ordinal</sub> was calculated based on the polychoric correlations. However, the &#x003C9;<sub><italic>ordinal</italic></sub> and &#x003C9;<sub><italic>H</italic></sub> accounts for both item covariances and item thresholds (Green and Yang, <xref ref-type="bibr" rid="B75">2009</xref>). The &#x003C9;<sub><italic>ordinal</italic></sub> and the &#x003C9;<sub><italic>H</italic></sub> are different in the denominator, the first assumes a congeneric factor model where measurement errors aren&#x00027;t correlated (Bollen, <xref ref-type="bibr" rid="B20">1980</xref>), the second uses the observed covariance matrix instead of the model-implied covariance matrix (McDonald, <xref ref-type="bibr" rid="B143">1999</xref>; Jorgensen et al., <xref ref-type="bibr" rid="B98">2018</xref>). The CR was calculated by summing the z scores of the item scores. The second-order factor reliability was also calculated using the omega coefficient (Jorgensen et al., <xref ref-type="bibr" rid="B98">2018</xref>). The proportion of observed variance explained by the second-order factor after controlling for the uniqueness of the first-order factor (&#x003C9;<sub><italic>partial L</italic>1</sub>); the proportion of the second-order factor explaining the variance of the first-order factor level (&#x003C9;<sub><italic>L</italic>2</sub>); and the proportion of the second-order factor explaining the total score (&#x003C9;<sub><italic>L</italic>1</sub>) were also calculated. The reliability estimates were calculated with the <italic>semTools</italic> package (Jorgensen et al., <xref ref-type="bibr" rid="B98">2018</xref>).</p>
<p>The measurement invariance of the higher-order model was assessed using the <italic>lavaan</italic> package (Rosseel, <xref ref-type="bibr" rid="B181">2012</xref>), the categorical items were considered into account through theta-parameterization (Millsap and Yun-Tein, <xref ref-type="bibr" rid="B147">2004</xref>) to compare a group of seven different models based on the recommendations of Millsap and Yun-Tein (<xref ref-type="bibr" rid="B147">2004</xref>) and on the second-order models&#x00027; invariance specificities (Chen et al., <xref ref-type="bibr" rid="B32">2005</xref>): (a) configural invariance; (b) first-order factor loadings; (c) second-order structural loadings; (d) thresholds of measured variables; (e) intercepts of first-order factors; (f) disturbances of first-order factors; and (g) residual variances of observed variables. Mean scores for burnout latent variable were compared within the structural equation modeling framework; effect sizes (Cohen&#x00027;s <italic>d</italic>) were determined (Cohen, <xref ref-type="bibr" rid="B38">1988</xref>). The raw means, SDs and score percentiles were calculated using the <italic>doBy</italic> package (H&#x000F8;jsgaard and Halekoh, <xref ref-type="bibr" rid="B85">2018</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The results related to psychometric properties of the OLBI in terms of internal structure are presented first, followed by the latent means comparisons, and finally by the validity evidence based on the relations to other variables.</p>
<sec>
<title>Validity Evidence Based on Internal Structure</title>
<sec>
<title>Dimensionality</title>
<sec>
<title>Items&#x00027; distributional properties</title>
<p>To judge distributional properties and psychometric sensitivity on the Portuguese and Brazilian samples, summary measures, skewness (Sk), kurtosis (Ku), and a histogram for each of the 16 items were used (<xref ref-type="table" rid="T4">Table 4</xref>). No strong deviations from the normal distribution (Finney and DiStefano, <xref ref-type="bibr" rid="B59">2013</xref>) were considered for absolute values of Ku smaller than seven (7) and Sk smaller than three (3), assuring that they wouldn&#x00027;t compromise CFA results (Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>). Mardia&#x00027;s multivariate kurtosis for the 16 items of OLBI was 48.88; <italic>p</italic> &#x0003C; 0.001. All possible Likert-scale answer values were observed on all items; no outliers were deleted. These items follow an approximately normal distribution in the normative population under study, since their distributional properties are indicative of appropriate psychometric sensitivity.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>OLBI&#x00027;s items: descriptive statistics.</p></caption>
<graphic xlink:href="fpsyg-10-00338-i0003.tif"/>
<table-wrap-foot>
<p><italic>D, disengagement items; E, exhaustion items</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Factor-related validity evidence</title>
<p>To proceed with OLBI&#x00027;s transcultural adaptation to Brazil and Portugal, a cross-validity evidence approach was adopted. The sample was divided in two subsamples: calibration (<italic>n</italic> &#x0003D; 586) and validation subsamples (<italic>n</italic> &#x0003D; 586). The first was used to test which is OLBI&#x00027;s best solution in terms of fit to the data, and theoretical sense. The second subsample was used to assess cross-validity evidence of the proposed model. The two-factor OLBI fit to the data was mediocre (<inline-formula><mml:math id="M2"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>103</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 720.764; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.980; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.918; <italic>NFI</italic> &#x0003D; 0.977; <italic>TLI</italic> &#x0003D; 0.977; <italic>SRMR</italic> &#x0003D; 0.072; <italic>RMSEA</italic> &#x0003D; 0.101; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.094; 0.108[), since CFI, NFI, and TLI values were above 0.95 (good fit), SRMR values were bellow 0.08 (good fit), but RMSEA values were above 0.10 being indicative of poor fit (MacCallum et al., <xref ref-type="bibr" rid="B122">1996</xref>). One item presented a very low loading (&#x003BB;<sub>item 13</sub> &#x0003D; 0.220): and thus, this item was deleted. Also, based on the analysis of the modification indices, four correlations between items&#x00027; residuals of the same factor were added, since it seems reasonable that indicators from the same factor explain shared error variance (Kline, <xref ref-type="bibr" rid="B103">2016</xref>). The reduced model of 15 items showed better goodness-of-fit indices (<xref ref-type="fig" rid="F1">Figure 1</xref>; <inline-formula><mml:math id="M3"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 514.098; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.986; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.984; <italic>TLI</italic> &#x0003D; 0.983; <italic>SRMR</italic> &#x0003D; 0.064; <italic>RMSEA</italic> &#x0003D; 0.093; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.085; 0.101[), which indicated an acceptable fit, all items presented loadings above or equal to 0.47 (<italic>p</italic> &#x0003C; 0.001). The Cheung and Rensvold (<xref ref-type="bibr" rid="B35">2002</xref>) criterion (&#x00394;<italic>CFI</italic> &#x02264; 0.01) supported the preference for the reduced model (&#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; &#x02212;0.019). Thus, H1 was accepted.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>OLBI&#x00027;s two-factor reduced version (15-item) structure fit. A combined sample of Portuguese (<italic>n</italic> &#x0003D; 268) and Brazilian (<italic>n</italic> &#x0003D; 318) workers. Correlations between latent variables, residuals&#x00027; correlations and factor loadings for each item are shown. <inline-formula><mml:math id="M1"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 514.098; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.986; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.984; <italic>TLI</italic> &#x0003D; 0.983; <italic>SRMR</italic> &#x0003D; 0.064; <italic>RMSEA</italic> &#x0003D; 0.093; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.085; 0.101[.</p></caption>
<graphic xlink:href="fpsyg-10-00338-g0001.tif"/>
</fig>
</sec>
<sec>
<title>Convergent validity evidence</title>
<p>To check if items contained within each factor are related to each other, the AVE was calculated for disengagement (<italic>AVE</italic> &#x0003D; 0.57), and for exhaustion (<italic>AVE</italic> &#x0003D; 0.50). These results suggest acceptable convergent validity evidence for the OLBI-15.</p>
</sec>
<sec>
<title>Discriminant validity evidence</title>
<p>The discriminant validity evidence between the two OLBI factors was unsatisfactory. These findings showed that the two factors are strongly related to each other, since <italic>AVE</italic><sub><italic>disengagement</italic></sub> &#x0003D; 0.57 and <italic>AVE</italic><sub><italic>exhaustion</italic></sub> &#x0003D; 0.50 were smaller than <italic>r</italic><sup>2</sup><sub><italic>DE</italic></sub> &#x0003D; 0.69. Regarding the HTMT ratio of correlations (Henseler et al., <xref ref-type="bibr" rid="B82">2015</xref>) the obtained value (0.80) is below the satisfactory threshold. These findings point to the fact that the two factors&#x00027; correlation might be explained by a second-order latent factor, by a bi-factor model or by a unidimensional model.</p>
</sec>
<sec>
<title>Unidimensional model</title>
<p>A unidimensional model where the factor burnout loads on all 15 items was tested. The four residuals&#x00027; correlations were maintained. This model assumes that the only latent factor that explains the manifest variables is <italic>burnout</italic>. As so, it assumes that the other two latent variables (i.e., <italic>disengagement</italic> and <italic>exhaustion</italic>) aren&#x00027;t meaningful by themselves since the discriminant validity evidence wasn&#x00027;t satisfactory. The content explained by them is similar, the unidimensional model tests if it is plausible to specify a single latent variable.</p>
<p>The OLBI&#x00027;s unidimensional model presented an mediocre fit (<xref ref-type="fig" rid="F2">Figure 2</xref>; <inline-formula><mml:math id="M5"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>86</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 737.139; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.979; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.913; <italic>NFI</italic> &#x0003D; 0.977; <italic>TLI</italic> &#x0003D; 0.975; <italic>SRMR</italic> &#x0003D; 0.077; <italic>RMSEA</italic> &#x0003D; 0.114; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.106; 0.121[). Based on the Cheung and Rensvold (<xref ref-type="bibr" rid="B35">2002</xref>) criteria (&#x00394;<italic>CFI</italic> &#x02264; 0.01) the two-factor reduced model was found to have a statistically better fit to these data than the unidimensional model (&#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; &#x02212;0.024). All the factor loadings and residuals&#x00027; correlations were statistically significant (<italic>p</italic> &#x0003C; 0.001). Item 14 had the lowest factor loading (&#x003BB;<sub><italic>item</italic> 14</sub> &#x0003D; 0.450).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>OLBI&#x00027;s unidimensional reduced version (15 items) structure fit. A combined sample of Portuguese (<italic>n</italic> &#x0003D; 268) and Brazilian (<italic>n</italic> &#x0003D; 318) workers. Residuals&#x00027; correlations and factor loadings for each item are shown. <inline-formula><mml:math id="M4"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>86</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 737.139; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.979; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.913; <italic>NFI</italic> &#x0003D; 0.977; <italic>TLI</italic> &#x0003D; 0.975; <italic>SRMR</italic> &#x0003D; 0.077; <italic>RMSEA</italic> &#x0003D; 0.114; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.106; 0.121[.</p></caption>
<graphic xlink:href="fpsyg-10-00338-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Bi-factor<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> model</title>
<p>A bi-factor model (Holzinger and Swineford, <xref ref-type="bibr" rid="B87">1937</xref>; Holzinger and Harman, <xref ref-type="bibr" rid="B86">1938</xref>) is a <italic>nested factor model</italic> (Gustafsson and Balke, <xref ref-type="bibr" rid="B77">1993</xref>) or <italic>direct hierarchical model</italic> (Gignac, <xref ref-type="bibr" rid="B66">2008</xref>) that specifies a single <italic>general</italic> factor among each measured variable that accounts for commonality shared by the related domains; and multiple <italic>specific</italic> orthogonal factors each of which account for unique variance above and over the general factor (Rios and Wells, <xref ref-type="bibr" rid="B176">2014</xref>; Mansolf and Reise, <xref ref-type="bibr" rid="B125">2017</xref>; Chen and Zhang, <xref ref-type="bibr" rid="B33">2018</xref>). The bi-factor model has advantages (Canivez, <xref ref-type="bibr" rid="B28">2016</xref>; Chen and Zhang, <xref ref-type="bibr" rid="B33">2018</xref>), but also some limitations (Mulaik and Quartetti, <xref ref-type="bibr" rid="B152">1997</xref>; Reise et al., <xref ref-type="bibr" rid="B173">2010</xref>; Murray and Johnson, <xref ref-type="bibr" rid="B153">2013</xref>) in comparison with higher-order models (e.g., second-order models), as so, the choice between them should be carefully weighted.</p>
<p>The OLBI&#x00027;s bi-factor model presented an acceptable fit (<xref ref-type="fig" rid="F3">Figure 3</xref>; <inline-formula><mml:math id="M7"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>75</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 392.202; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.990; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.987; <italic>TLI</italic> &#x0003D; 0.986; <italic>SRMR</italic> &#x0003D; 0.056; <italic>RMSEA</italic> &#x0003D; 0.085; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.077; 0.093[). The &#x00394;<italic>CFI</italic> &#x02264; 0.010 criterion (Cheung and Rensvold, <xref ref-type="bibr" rid="B35">2002</xref>) didn&#x00027;t find <italic>meaningful</italic> differences between the two-factor reduced model and the bi-factor model (&#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.000). All factor loading of the general factor (i.e., <italic>burnout</italic>) were statistically significant (<italic>p</italic> &#x0003C; 0.001), although the <italic>specific</italic> factors presented two non-significant loadings (&#x003B1; &#x0003D; 0.05), one on the <italic>disengagement</italic> subscale (&#x003BB;<sub><italic>item</italic> 11</sub> &#x0003D; &#x02212;0.001), and one on the <italic>exhaustion</italic> subscale (&#x003BB;<sub><italic>item</italic> 16</sub> &#x0003D; 0.037).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>OLBI&#x00027;s bi-factor reduced version (15 items) structure fit. A combined sample of Portuguese (<italic>n</italic> &#x0003D; 268) and Brazilian (<italic>n</italic> &#x0003D; 318) workers. Latent loadings for each factor; and factor loadings for each item are shown. <inline-formula><mml:math id="M6"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>75</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 392.202; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.990; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.987; <italic>TLI</italic> &#x0003D; 0.986; <italic>SRMR</italic> &#x0003D; 0.056; <italic>RMSEA</italic> &#x0003D; 0.085; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.077; 0.093[.</p></caption>
<graphic xlink:href="fpsyg-10-00338-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Second-order model</title>
<p>A second-order latent factor may be admissible when two factors have high correlations between them, or/and when exists a higher order construct which might explain the lower order factors (Chen et al., <xref ref-type="bibr" rid="B32">2005</xref>; Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>). Since the two OLBI factors did not present satisfactory discriminant validity evidence between them, a second-order model was tested. The higher-order construct was named as <italic>burnout</italic>. Having as a start point the reduced model, and since there were not enough degrees of freedom to test the second-order latent model, the two structural weights between the second-order factor and the first-order factors were constrained to be equal.</p>
<p>The OLBI&#x00027;s second-order latent factor model presented an acceptable fit (<xref ref-type="fig" rid="F4">Figure 4</xref>; <inline-formula><mml:math id="M9"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 514.098; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.986; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.984; <italic>TLI</italic> &#x0003D; 0.983; <italic>SRMR</italic> &#x0003D; 0.064; <italic>RMSEA</italic> &#x0003D; 0.093; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.085; 0.101[). The RMSEA value was mediocre, however its confidence interval was precise and point estimates for RMSEA have been shown to depend on sample size and model misspecification and model degrees of freedom (MacCallum et al., <xref ref-type="bibr" rid="B122">1996</xref>; Chen et al., <xref ref-type="bibr" rid="B30">2008</xref>). Nevertheless, other goodness-of-fit indices were used in conjunction to assess models&#x00027; adequacy. SRMR values were acceptable, which seem to be generally accurate across all conditions (Maydeu-Olivares et al., <xref ref-type="bibr" rid="B141">2018</xref>). The constrained structural weights from burnout to disengagement and exhaustion were high (&#x003B3; &#x0003D; 0.91; <italic>p</italic> &#x0003C; 0.001). These results suggest that burnout is a higher order construct reflected on disengagement and exhaustion. The findings show that hypothesis 2 can be confirmed, since the paths from the second-order latent to the first-order ones were statistically significant (<italic>p</italic> &#x0003C; 0.001) and had high values.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>OLBI&#x00027;s second-order factor reduced version (15 items) structure fit. A combined sample of Portuguese (<italic>n</italic> &#x0003D; 268) and Brazilian (<italic>n</italic> &#x0003D; 318) workers. Latent loadings for each factor; residuals&#x00027; correlations and factor loadings for each item are shown. <inline-formula><mml:math id="M8"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 514.098; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.986; <italic>CFI</italic><sub>scaled</sub> &#x0003D; 0.937; <italic>NFI</italic> &#x0003D; 0.984; <italic>TLI</italic> &#x0003D; 0.983; <italic>SRMR</italic> &#x0003D; 0.064; <italic>RMSEA</italic> &#x0003D; 0.093; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.085; 0.101[.</p></caption>
<graphic xlink:href="fpsyg-10-00338-g0004.tif"/>
</fig>
<p>The differences between the second-order model and the two-factor reduced model (&#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.000) and the bi-factor model (&#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.000) weren&#x00027;t <italic>meaningful</italic> based on the &#x00394;CFI criteria (Cheung and Rensvold, <xref ref-type="bibr" rid="B35">2002</xref>). After having in consideration all tested models (<xref ref-type="table" rid="T5">Table 5</xref>) the second-order model was selected, since it hadn&#x00027;t a worst fit than the bi-factor and the two-factor reduced model (based on the used criterion). This choice emerged as solution for the lack of evidence of discriminant validity of the two-factor reduced model. And also as a plausible option in theoretical terms as also suggested by other authors who have proposed a burnout second-order factor using MBI, CBI and OLBI (Mar&#x000F4;co et al., <xref ref-type="bibr" rid="B130">2008</xref>, <xref ref-type="bibr" rid="B128">2014</xref>; Mar&#x000F4;co and Campos, <xref ref-type="bibr" rid="B127">2012</xref>). The bi-factor model presents equivalent fit, and some authors also proposed it as an alternative structure using MBI and the Job Burnout Scale (Wang and Gao, <xref ref-type="bibr" rid="B222">2010</xref>; M&#x000E9;sz&#x000E1;ros et al., <xref ref-type="bibr" rid="B146">2014</xref>; Morgan et al., <xref ref-type="bibr" rid="B150">2014</xref>) although with problems in some cases (i.e., non-convergence, unsatisfactory unique proportion of variance explained of the observed scores). The second-order factor had very high structural weights, while the bi-factor model had only one factor loading above 0.50 on each for the two <italic>specific</italic> factors, pointing for clear insufficient proportion of the variance explained on the <italic>specific</italic> factors. Altogether, the obtained results seem to present evidence that favors the second-order model.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>OLBI models&#x00027; goodness-of-fit indices.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Model</bold></th>
<th valign="top" align="center"><bold><bold>&#x003C7;</bold><sup><bold>2</bold></sup></bold></th>
<th valign="top" align="center"><bold><italic>df</italic></bold></th>
<th valign="top" align="center"><bold><italic>CFI</italic></bold></th>
<th valign="top" align="center"><bold><italic>CFI</italic><sub><bold><italic>scaled</italic></bold></sub></bold></th>
<th valign="top" align="center"><bold><italic>NFI</italic></bold></th>
<th valign="top" align="center"><bold><italic>TLI</italic></bold></th>
<th valign="top" align="center"><bold><italic>SRMR</italic></bold></th>
<th valign="top" align="center"><bold><italic>RMSEA</italic></bold></th>
<th valign="top" align="center"><bold><italic>RMSEA 90% CI</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Two-factor<italic><sup><italic>C</italic></sup></italic></td>
<td valign="top" align="center">720.764</td>
<td valign="top" align="center">103</td>
<td valign="top" align="center">0.980</td>
<td valign="top" align="center">0.918</td>
<td valign="top" align="center">0.977</td>
<td valign="top" align="center">0.977</td>
<td valign="top" align="center">0.072</td>
<td valign="top" align="center">0.101</td>
<td valign="top" align="center">]0.094; 0.108[</td>
</tr>
<tr>
<td valign="top" align="left">Two-factor<italic><sup><italic><xref ref-type="table-fn" rid="TN7">MI</xref>, <xref ref-type="table-fn" rid="TN8">C</xref></italic></sup></italic></td>
<td valign="top" align="center">514.098</td>
<td valign="top" align="center">85</td>
<td valign="top" align="center">0.986</td>
<td valign="top" align="center">0.937</td>
<td valign="top" align="center">0.984</td>
<td valign="top" align="center">0.983</td>
<td valign="top" align="center">0.064</td>
<td valign="top" align="center">0.093</td>
<td valign="top" align="center">]0.085; 0.101[</td>
</tr>
<tr>
<td valign="top" align="left">Unidimensional<italic><sup><italic><xref ref-type="table-fn" rid="TN7">MI</xref>, <xref ref-type="table-fn" rid="TN8">C</xref></italic></sup></italic></td>
<td valign="top" align="center">748.051</td>
<td valign="top" align="center">86</td>
<td valign="top" align="center">0.979</td>
<td valign="top" align="center">0.913</td>
<td valign="top" align="center">0.976</td>
<td valign="top" align="center">0.974</td>
<td valign="top" align="center">0.079</td>
<td valign="top" align="center">0.115</td>
<td valign="top" align="center">]0.107; 0.122[</td>
</tr>
<tr>
<td valign="top" align="left">Bi-factor<italic><sup><italic>C</italic></sup></italic></td>
<td valign="top" align="center">392.202</td>
<td valign="top" align="center">75</td>
<td valign="top" align="center">0.990</td>
<td valign="top" align="center">0.937</td>
<td valign="top" align="center">0.987</td>
<td valign="top" align="center">0.986</td>
<td valign="top" align="center">0.056</td>
<td valign="top" align="center">0.085</td>
<td valign="top" align="center">]0.077; 0.093[</td>
</tr>
<tr>
<td valign="top" align="left">Second-order<italic><sup><italic><xref ref-type="table-fn" rid="TN7">MI</xref>, <xref ref-type="table-fn" rid="TN8">C</xref></italic></sup></italic></td>
<td valign="top" align="center">514.098</td>
<td valign="top" align="center">85</td>
<td valign="top" align="center">0.986</td>
<td valign="top" align="center">0.937</td>
<td valign="top" align="center">0.984</td>
<td valign="top" align="center">0.983</td>
<td valign="top" align="center">0.064</td>
<td valign="top" align="center">0.093</td>
<td valign="top" align="center">]0.085; 0.101[</td>
</tr>
<tr>
<td valign="top" align="left">Second-order<italic><sup><italic><xref ref-type="table-fn" rid="TN7">MI</xref>, <xref ref-type="table-fn" rid="TN8">C</xref></italic></sup></italic></td>
<td valign="top" align="center">591.172</td>
<td valign="top" align="center">85</td>
<td valign="top" align="center">0.985</td>
<td valign="top" align="center">0.934</td>
<td valign="top" align="center">0.983</td>
<td valign="top" align="center">0.982</td>
<td valign="top" align="center">0.068</td>
<td valign="top" align="center">0.101</td>
<td valign="top" align="center">]0.093; 0.109[</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN7"><label>MI</label><p><italic>Modification indices applied (four residuals&#x00027; correlations)</italic>;</p></fn>
<fn id="TN8"><label>C</label><p><italic>Calibration sample</italic>;</p></fn>
<fn id="TN9"><label>V</label><p><italic>Validation sample</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>This structure also showed cross-validity evidence, since it presented a good fit to the data also when using the validation sample (<inline-formula><mml:math id="M10"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 591.172; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 586; <italic>CFI</italic> &#x0003D; 0.985; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.934; <italic>NFI</italic> &#x0003D; 0.983; <italic>TLI</italic> &#x0003D; 0.982; <italic>SRMR</italic> &#x0003D; 0.068; <italic>RMSEA</italic> &#x0003D; 0.101; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.093; 0.109[). The structural weights were high (&#x003B3; &#x0003D; 0.93; <italic>p</italic> &#x0003C; 0.001).</p>
</sec>
</sec>
<sec>
<title>Reliability of the Scores: Internal Consistency Evidence</title>
<p>To estimate the reliability of the scores on the various models, the complete sample was used. The internal consistency values of the two-factor first-order model reduced were high for the three coefficients (<xref ref-type="table" rid="T6">Table 6</xref>). They suggest very good validity evidence in terms of the reliability of the scores.</p>
<table-wrap position="float" id="T6">
<label>Table 6</label>
<caption><p>Internal consistency of OLBI dimensions (two-factor reduced version).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>OLBI dimension</bold></th>
<th valign="top" align="center"><bold>&#x003B1;<sub><italic>ordinal</italic></sub> <sub><italic>total sample</italic></sub></bold></th>
<th valign="top" align="center"><bold>&#x003C9;<sub><italic>ordinal</italic></sub> <sub><italic>total sample</italic></sub></bold></th>
<th valign="top" align="center"><bold><italic>CR</italic><sub><italic>total sample</italic></sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Disengagement</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.90</td>
</tr>
<tr>
<td valign="top" align="left">Exhaustion</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.88</td>
</tr>
<tr>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The same was observed on the unidimensional model internal consistency estimates (<italic>CR</italic><sub><italic>burnout</italic></sub> &#x0003D; 0.93; &#x003B1;<sub><italic>ordinal</italic></sub> &#x0003D; 0.93; &#x003C9;<sub><italic>ordinal</italic></sub> &#x0003D; 0.91). Based on a bi-factor model, the hierarchical omega was high (&#x003C9;<sub>H</sub> &#x0003D; 0.85) and omega hierarchical subscale (&#x003C9;<sub><italic>HS</italic></sub>; Reise, <xref ref-type="bibr" rid="B171">2012</xref>; Reise et al., <xref ref-type="bibr" rid="B172">2013</xref>; Rodriguez et al., <xref ref-type="bibr" rid="B178">2016b</xref>) were low (&#x003C9;<sub><italic>HS disengagement</italic></sub> &#x0003D; 0.08; &#x003C9;<sub><italic>HS exhaustion</italic></sub> &#x0003D; 0.20). The <italic>specific</italic> factors reliability score after controlling for the variance due to the general factor was clearly unsatisfactory, reinforcing the evidence in favor of the second-order model. The &#x003C9;<sub><italic>H</italic></sub> value was high (Rodriguez et al., <xref ref-type="bibr" rid="B177">2016a</xref>), suggesting a strong influence of the latent variable common to the two factors.</p>
<p>The proportion of observed variance explained by the second-order factor after controlling for the uniqueness of the first-order factor (&#x003C9;<sub><italic>partial L</italic>1</sub>) was 0.93. The proportion of the variance of the first-order factors explained by the second-order factor (&#x003C9;<sub><italic>L</italic>2</sub>) was 0.91, and the proportion of the second-order factor explaining the total score (&#x003C9;<sub><italic>L</italic>1</sub>) was 0.86. Thus, the internal consistency of the second-order construct was indicative of very good values.</p>
</sec>
<sec>
<title>Measurement Invariance</title>
<p>To verify if measurement invariance holds, the complete sample was used. The fit to the data of each individual group was globally acceptable. The Brazilian sample had an acceptable fit (<inline-formula><mml:math id="M11"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 687.077; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 604; <italic>CFI</italic> &#x0003D; 0.982; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.922; <italic>NFI</italic> &#x0003D; 0.980; <italic>TLI</italic> &#x0003D; 0.978; <italic>SRMR</italic> &#x0003D; 0.073; <italic>RMSEA</italic> &#x0003D; 0.109; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.102; 0.117[) as so did the Portuguese sample (<inline-formula><mml:math id="M12"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 494.338; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 568; <italic>CFI</italic> &#x0003D; 0.988; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.943; <italic>NFI</italic> &#x0003D; 0.985; <italic>TLI</italic> &#x0003D; 0.985; <italic>SRMR</italic> &#x0003D; 0.065; <italic>RMSEA</italic> &#x0003D; 0.092; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.084; 0.100[). The fit of the Females sample was slight better (<inline-formula><mml:math id="M13"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 537.474; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 678; <italic>CFI</italic> &#x0003D; 0.989; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.944; <italic>NFI</italic> &#x0003D; 0.987; <italic>TLI</italic> &#x0003D; 0.986; <italic>SRMR</italic> &#x0003D; 0.059; <italic>RMSEA</italic> &#x0003D; 0.089; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.082; 0.096[) whereas the Males sample fit was marginally worse (<inline-formula><mml:math id="M14"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>85</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 492.213; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 364; <italic>CFI</italic> &#x0003D; 0.979; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.922; <italic>NFI</italic> &#x0003D; 0.975; <italic>TLI</italic> &#x0003D; 0.974; <italic>SRMR</italic> &#x0003D; 0.081; <italic>RMSEA</italic> &#x0003D; 0.115; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.105; 0.125[).</p>
<p>To assess if the same second-order latent model holds in each sex and country, seven nested models with indications of equivalence were used (Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>). Full uniqueness measurement invariance was supported for countries (<xref ref-type="table" rid="T7">Table 7</xref>) based on the Cheung and Rensvold (<xref ref-type="bibr" rid="B35">2002</xref>) criterion (absolute &#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x02264; 0.010) and on the Chen (<xref ref-type="bibr" rid="B31">2007</xref>) criterion (absolute &#x00394;<italic>RMSEA</italic><sub><italic>scaled</italic></sub> &#x02264; 0.015). The &#x00394;&#x003C7;<sup>2</sup> criterion (Satorra and Bentler, <xref ref-type="bibr" rid="B191">2001</xref>) demonstrated the second-order metric invariance. Since the &#x00394;&#x003C7;<sup>2</sup> criterion is too restrictive, we opted for the &#x00394;CFI<sub><italic>scaled</italic></sub> criterion. Results supported the structural invariance of the OLBI between Portugal and Brazil. The measurement invariance for OLBI among sexes (<xref ref-type="table" rid="T7">Table 7</xref>) was obtained, since full uniqueness measurement invariance was observed with the support of the Cheung and Rensvold (<xref ref-type="bibr" rid="B35">2002</xref>) criterion (absolute &#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x02264; 0.010) and of the Chen (<xref ref-type="bibr" rid="B31">2007</xref>) criterion (absolute &#x00394;<italic>RMSEA</italic><sub><italic>scaled</italic></sub> &#x02264; 0.015).</p>
<table-wrap position="float" id="T7">
<label>Table 7</label>
<caption><p>OLBI second-order latent model measurement invariance.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Model</bold></th>
<th valign="top" align="center"><bold>&#x003C7;<sup>2</sup></bold></th>
<th valign="top" align="center"><bold><italic>df</italic></bold></th>
<th valign="top" align="center"><bold><italic>CFI<sub><bold><italic>scaled</italic></bold></sub></italic></bold></th>
<th valign="top" align="center"><bold><italic>RMSEA<sub><bold><italic>scaled</italic></bold></sub></italic></bold></th>
<th valign="top" align="center"><bold>&#x00394;&#x003C7;<sup>2</sup></bold><italic><sub><bold><italic>scaled</italic></bold></sub></italic></th>
<th valign="top" align="center"><bold>&#x00394;<italic>CFI<sub><bold><italic>scaled</italic></bold></sub></italic></bold></th>
<th valign="top" align="center"><bold>&#x00394;<italic>RMSEA<sub><bold><italic>scaled</italic></bold></sub></italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>COUNTRIES</bold></td>
</tr>
<tr>
<td valign="top" align="left">Configural (factor structure)</td>
<td valign="top" align="center">1,192.415</td>
<td valign="top" align="center">167</td>
<td valign="top" align="center">0.932</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">First-order loadings invariance</td>
<td valign="top" align="center">1,243.826</td>
<td valign="top" align="center">180</td>
<td valign="top" align="center">0.931</td>
<td valign="top" align="center">0.125</td>
<td valign="top" align="center">57.168<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">Second-order loadings invariance</td>
<td valign="top" align="center">1,246.442</td>
<td valign="top" align="center">183</td>
<td valign="top" align="center">0.935</td>
<td valign="top" align="center">0.120</td>
<td valign="top" align="center">0.696<italic><xref ref-type="table-fn" rid="TN3"><sup><italic>ns</italic></sup></xref></italic></td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td valign="top" align="left">Thresholds of measured variables</td>
<td valign="top" align="center">1,365.285</td>
<td valign="top" align="center">224</td>
<td valign="top" align="center">0.932</td>
<td valign="top" align="center">0.111</td>
<td valign="top" align="center">139.591<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">0.009</td>
</tr>
<tr>
<td valign="top" align="left">Intercepts of first-order factors invariance</td>
<td valign="top" align="center">1,402.498</td>
<td valign="top" align="center">225</td>
<td valign="top" align="center">0.931</td>
<td valign="top" align="center">0.112</td>
<td valign="top" align="center">12.342<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Disturbances of first-order factors invariance</td>
<td valign="top" align="center">1,431.365</td>
<td valign="top" align="center">227</td>
<td valign="top" align="center">0.933</td>
<td valign="top" align="center">0.110</td>
<td valign="top" align="center">6.352<xref ref-type="table-fn" rid="TN4">&#x0002A;</xref></td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="top" align="left">Residual variances of observed variables invariance</td>
<td valign="top" align="center">1,683.368</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">0.934</td>
<td valign="top" align="center">0.105</td>
<td valign="top" align="center">73.549<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td valign="top" align="left" colspan="8" style="background-color:#bbbdc0"><bold>SEX</bold></td>
</tr>
<tr>
<td valign="top" align="left">Configural (factor structure)</td>
<td valign="top" align="center">1,029.687</td>
<td valign="top" align="center">165</td>
<td valign="top" align="center">0.940</td>
<td valign="top" align="center">0.122</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">First-order loadings invariance</td>
<td valign="top" align="center">1,069.647</td>
<td valign="top" align="center">180</td>
<td valign="top" align="center">0.939</td>
<td valign="top" align="center">0.118</td>
<td valign="top" align="center">46.568<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">Second-order loadings invariance</td>
<td valign="top" align="center">1,069.647</td>
<td valign="top" align="center">181</td>
<td valign="top" align="center">0.939</td>
<td valign="top" align="center">0.118</td>
<td valign="top" align="center">&#x0003C; 0.001<italic><xref ref-type="table-fn" rid="TN3"><sup><italic>ns</italic></sup></xref></italic></td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left">Thresholds of measured variables</td>
<td valign="top" align="center">1,140.656</td>
<td valign="top" align="center">224</td>
<td valign="top" align="center">0.943</td>
<td valign="top" align="center">0.103</td>
<td valign="top" align="center">61.446<xref ref-type="table-fn" rid="TN4">&#x0002A;</xref></td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.015</td>
</tr>
<tr>
<td valign="top" align="left">Intercepts of first-order factors invariance</td>
<td valign="top" align="center">1,196.237</td>
<td valign="top" align="center">225</td>
<td valign="top" align="center">0.941</td>
<td valign="top" align="center">0.104</td>
<td valign="top" align="center">14.210<xref ref-type="table-fn" rid="TN6">&#x0002A;&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Disturbances of first-order factors invariance</td>
<td valign="top" align="center">1,205.425</td>
<td valign="top" align="center">227</td>
<td valign="top" align="center">0.942</td>
<td valign="top" align="center">0.103</td>
<td valign="top" align="center">2.558<italic><xref ref-type="table-fn" rid="TN3"><sup><italic>ns</italic></sup></xref></italic></td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Residual variances of observed variables invariance</td>
<td valign="top" align="center">1,337.136</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">0.947</td>
<td valign="top" align="center">0.095</td>
<td valign="top" align="center">36.259<xref ref-type="table-fn" rid="TN5">&#x0002A;&#x0002A;</xref></td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">0.008</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN3"><label>ns</label><p><italic>p &#x0003E; 0.05</italic>;</p></fn>
<fn id="TN4"><label>&#x0002A;</label><p><italic>p &#x0003C; 0.05</italic>;</p></fn>
<fn id="TN5"><label>&#x0002A;&#x0002A;</label><p><italic>p &#x0003C; 0.01</italic>;</p></fn>
<fn id="TN6"><label>&#x0002A;&#x0002A;&#x0002A;</label><p><italic>p &#x0003C; 0.001</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec>
<title>Sex&#x00027;s and Country&#x00027;s Burnout Latent Means Comparisons and Dimensions&#x00027; Quartiles</title>
<p>Following the existence of full uniqueness measurement invariance, latent means can be compared. The results of the chi-square difference test suggest that weren&#x00027;t significant differences in burnout (&#x00394;&#x003C7;<sup>2</sup><sub><italic>scaled</italic></sub> (1) &#x0003D; 1.110; <italic>p</italic> &#x0003D; 0.292; <italic>d</italic> &#x0003D; 0.067) among countries. There weren&#x00027;t also statistically significant differences among countries in relation to the burnout dimension (&#x00394;&#x003C7;<sup>2</sup><sub><italic>scaled</italic></sub> (1) &#x0003D; 1.066; <italic>p</italic> &#x0003D; 0.302; <italic>d</italic> &#x0003D; 0.066). The quartiles, means, and SDs (raw values) for each sex within each country are presented in <xref ref-type="table" rid="T8">Table 8</xref>, these values are presented with the intent of providing population norms values.</p>
<table-wrap-group position="float" id="T8">
<label>Table 8</label>
<caption><p>Quartiles, means, and SDs for OLBI&#x00027;s dimensions (raw values) for countries and sexes.</p></caption>
<table-wrap>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>OLBI dimension</bold></th>
<th valign="top" align="center" colspan="10" style="border-bottom: thin solid #000000;"><bold>Country</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Brazil</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Portugal</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Multi-occupational (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>604)</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Multi-occupational (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>568)</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold><italic>M</italic></bold></th>
<th valign="top" align="center"><bold><italic>SD</italic></bold></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
<th valign="top" align="center"><bold><italic>M</italic></bold></th>
<th valign="top" align="center"><bold><italic>SD</italic></bold></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Disengagement</td>
<td valign="top" align="center">2.46</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">1.71</td>
<td valign="top" align="center">2.43</td>
<td valign="top" align="center">3.14</td>
<td valign="top" align="center">2.56</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">1.86</td>
<td valign="top" align="center">2.43</td>
<td valign="top" align="center">3.14</td>
</tr>
<tr>
<td valign="top" align="left">Exhaustion</td>
<td valign="top" align="center">2.83</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">2.25</td>
<td valign="top" align="center">2.88</td>
<td valign="top" align="center">3.50</td>
<td valign="top" align="center">2.80</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">2.25</td>
<td valign="top" align="center">2.75</td>
<td valign="top" align="center">3.25</td>
</tr>
<tr>
<td valign="top" align="left">Burnout</td>
<td valign="top" align="center">2.66</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">2.07</td>
<td valign="top" align="center">2.67</td>
<td valign="top" align="center">3.20</td>
<td valign="top" align="center">2.69</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="center">2.67</td>
<td valign="top" align="center">3.20</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center" colspan="20" style="border-bottom: thin solid #000000;"><bold>Sex</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="10" style="border-bottom: thin solid #000000;"><bold>Brazil (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>528)</bold></th>
<th valign="top" align="center" colspan="10" style="border-bottom: thin solid #000000;"><bold>Portugal (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>514)</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Female (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>355)</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Male (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>173)</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Female (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>323)</bold></th>
<th valign="top" align="center" colspan="5" style="border-bottom: thin solid #000000;"><bold>Male (</bold><italic><bold>n</bold></italic> <bold>&#x0003D;</bold> <bold>191)</bold></th>
</tr>
<tr style="border-bottom: thin solid #000000;">
<th/>
<th valign="top" align="center"><italic><bold>M</bold></italic></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
<th valign="top" align="center"><italic><bold>M</bold></italic></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
<th valign="top" align="center"><italic><bold>M</bold></italic></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
<th valign="top" align="center"><italic><bold>M</bold></italic></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>25</bold></th>
<th valign="top" align="center"><bold>50</bold></th>
<th valign="top" align="center"><bold>75</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Disengagement</td>
<td valign="top" align="center">2.50</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">1.79</td>
<td valign="top" align="center">2.43</td>
<td valign="top" align="center">3.14</td>
<td valign="top" align="center">2.34</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">1.71</td>
<td valign="top" align="center">2.29</td>
<td valign="top" align="center">2.86</td>
<td valign="top" align="center">2.52</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">1.86</td>
<td valign="top" align="center">2.43</td>
<td valign="top" align="center">3.14</td>
<td valign="top" align="center">2.63</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">2.00</td>
<td valign="top" align="center">2.57</td>
<td valign="top" align="center">3.29</td>
</tr>
<tr>
<td valign="top" align="left">Exhaustion</td>
<td valign="top" align="center">2.88</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">2.25</td>
<td valign="top" align="center">3.00</td>
<td valign="top" align="center">3.50</td>
<td valign="top" align="center">2.66</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">2.13</td>
<td valign="top" align="center">2.63</td>
<td valign="top" align="center">3.25</td>
<td valign="top" align="center">2.87</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">2.38</td>
<td valign="top" align="center">2.88</td>
<td valign="top" align="center">3.38</td>
<td valign="top" align="center">2.64</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">2.19</td>
<td valign="top" align="center">2.75</td>
<td valign="top" align="center">3.13</td>
</tr>
<tr>
<td valign="top" align="left">Burnout</td>
<td valign="top" align="center">2.70</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">2.07</td>
<td valign="top" align="center">2.73</td>
<td valign="top" align="center">3.27</td>
<td valign="top" align="center">2.51</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">1.93</td>
<td valign="top" align="center">2.53</td>
<td valign="top" align="center">3.00</td>
<td valign="top" align="center">2.71</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="center">2.73</td>
<td valign="top" align="center">3.20</td>
<td valign="top" align="center">2.63</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">2.13</td>
<td valign="top" align="center">2.67</td>
<td valign="top" align="center">3.17</td>
</tr>
</tbody>
</table>
</table-wrap>
</table-wrap-group>
</sec>
<sec>
<title>Validity Evidence Based on the Relations to Other Variables</title>
<p>Burnout can be conceptualized as being the opposite of work engagement (Halbesleben and Demerouti, <xref ref-type="bibr" rid="B80">2005</xref>). The UWES-9 second-order latent factor model presented a good fit (<inline-formula><mml:math id="M15"><mml:msubsup><mml:mrow><mml:mi>&#x003C7;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>24</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula> &#x0003D; 175.820; <italic>p</italic> &#x0003C; 0.001; <italic>n</italic> &#x0003D; 1,104; <italic>CFI</italic> &#x0003D; 0.999; <italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003D; 0.992; <italic>NFI</italic> &#x0003D; 0.999; <italic>TLI</italic> &#x0003D; 0.999; <italic>SRMR</italic> &#x0003D; 0.028; <italic>RMSEA</italic> &#x0003D; 0.076; <italic>P</italic>(rmsea &#x02264; 0.05) &#x0003C; 0.001; 90% CI ]0.065; 0.086[). All factor loadings were statistically significant as also one added residuals&#x00027; correlation from item 1 and 2 (<italic>r</italic> &#x0003D; 0.76). The internal consistency reliability estimates were good both for the first-order model (&#x003C9;<sub><italic>vigor</italic></sub> &#x0003D; 0.84; &#x003C9;<sub><italic>dedication</italic></sub> &#x0003D; 0.92; &#x003C9;<sub><italic>absorption</italic></sub> &#x0003D; 0.88; &#x003C9;<sub><italic>total</italic></sub> &#x0003D; 0.96) and for the second-order (&#x003C9;<sub><italic>partial L</italic>1</sub> &#x0003D; 0.96; &#x003C9;<sub><italic>L</italic>1</sub> &#x0003D; 0.94; &#x003C9;<sub><italic>L</italic>2</sub> &#x0003D; 0.97).</p>
<p>The first-order models of each instrument were used to establish correlations among the first-order latent variables (<xref ref-type="table" rid="T9">Table 9</xref>), and the second-order models of the instruments were used to analyze the correlation among the respective second-order latent variables (<italic>r</italic><sub><italic>burnout</italic>&#x0002A;<italic>workengagement</italic></sub> &#x0003D; &#x02212;0.85). The obtained correlation between the latent OLBI and UWES dimensions was negative and moderate to high, demonstrating the divergent validity of the measures obtained with OLBI (<italic>burnout</italic>) and the UWES-9 (<italic>work engagement</italic>).</p>
<table-wrap position="float" id="T9">
<label>Table 9</label>
<caption><p>Correlations between OLBI&#x00027;s and UWES-9&#x00027;s latent variables.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Vigor</bold></th>
<th valign="top" align="center"><bold>Dedication</bold></th>
<th valign="top" align="center"><bold>Absorption</bold></th>
<th valign="top" align="center"><bold>Disengagement</bold></th>
<th valign="top" align="center"><bold>Exhaustion</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Vigor</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Dedication</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Absorption</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Disengagement</td>
<td valign="top" align="center">&#x02212;0.85</td>
<td valign="top" align="center">&#x02212;0.87</td>
<td valign="top" align="center">&#x02212;0.76</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Exhaustion</td>
<td valign="top" align="center">&#x02212;0.73</td>
<td valign="top" align="center">&#x02212;0.63</td>
<td valign="top" align="center">&#x02212;0.56</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>All correlations were statistically significant p &#x0003C; 0.001; df &#x0003D; 1,102</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Regarding the psychometric properties of the OLBI, results of this study provide evidence of the two-factor structure of the original instrument, having convergent validity evidence and good goodness-of-fit indices except for RMSEA value, which can be indicative of moderate errors of approximation in the population. Nevertheless, this value had a narrow confidence interval, that reflects a good precision of the model fit in the population (MacCallum et al., <xref ref-type="bibr" rid="B122">1996</xref>). However, the discriminant validity evidence was not satisfactory (H1), which led us to test a possible second-order latent factor. Item 13 was removed from the tested version. Problems with item 13 also have been reported by Chevrier (<xref ref-type="bibr" rid="B36">2009</xref>). Item 13 has also been deleted from the OLBI-S proposal for Portuguese and Brazilian students (Campos et al., <xref ref-type="bibr" rid="B27">2012</xref>) and OLBI&#x00027;s Malay version for students (Mahadi et al., <xref ref-type="bibr" rid="B123">2018</xref>). In the Brazilian version for workers, that item was removed from the proposed reduced 13-item version (Schuster and Dias, <xref ref-type="bibr" rid="B201">2018</xref>). Its removal was also suggested from the Italian version (Est&#x000E9;vez-Mujica and Quintane, <xref ref-type="bibr" rid="B56">2018</xref>). Other authors found that item 13&#x00027;s removal increased the disengagement internal consistency (Baka and Basinska, <xref ref-type="bibr" rid="B11">2016</xref>). In the OLBI reduced Russian version (Smirnova, <xref ref-type="bibr" rid="B212">2017</xref>), that item was the only one that lacked statistically significant loading, also being removed. In the Swedish version, it was the item with the lowest loading (&#x003BB;<sub><italic>item</italic> 13</sub> &#x0003D; 0.38) (Peterson et al., <xref ref-type="bibr" rid="B158">2011</xref>). Item 13&#x00027;s content, &#x0201C;<italic>This is the only type of work that I can imagine myself doing</italic>,&#x0201D; did not seem to make sense within today&#x00027;s economic and professional context, where careers are so uncertain and the number of different employers across a career is increasing (Savickas, <xref ref-type="bibr" rid="B192">2012</xref>). Furthermore, the sample is composed mainly of younger workers, most of whom have a higher education. This can contribute to a perception of more control over their career and desire for more professional experiences rather than maintaining the same employer for a long period. Additionally, four correlations within pairs of residuals&#x00027; belonging to the same factor were added. Such modifications mean that some unwanted or unexplained source of variance exist outside of the original model, which can be due to various reasons (e.g., lack of comprehension of the items or an unwanted theoretical trait present in that factor) and as such is speculative (Cote et al., <xref ref-type="bibr" rid="B40">2001</xref>). Nevertheless, it seems plausible that theory can be slightly imprecise, and since the model (second-order) passed through the cross-validation approach and reinforced the validity evidence obtained with the calibration subsample. The correlation between the two OLBI&#x00027;s dimensions was high; this finding is shared by other studies which found correlation values between OLBI&#x00027;s factors similar to ours (Khan et al., <xref ref-type="bibr" rid="B102">2016</xref>). Those findings also pointed to unsatisfactory discriminant validity evidence between disengagement and exhaustion.</p>
<p>Our internal consistency estimates presented very good values supporting H2, in line with most of the studies which evaluated this kind of estimate (<xref ref-type="table" rid="T1">Table 1</xref>). Still, this study goes one step further, since it obtained estimates that gave evidence about the reliability of the second-order latent factor and the reliability of a potential bi-factor model (&#x003C9;<sub><italic>H</italic></sub>).</p>
<p>We admitted a possible second-order factor which was confirmed (H3) since the goodness-of-fit indices were not worse than the reduced version of the first-order model. The second-order model was also compared with a bi-factor model, which also didn&#x00027;t present <italic>meaningful</italic> better fit (i.e., &#x00394;<italic>CFI</italic><sub><italic>scaled</italic></sub> &#x0003C; 0.01) to the data than the second-order model. The bi-factor model has various advantages (Reise et al., <xref ref-type="bibr" rid="B173">2010</xref>), although&#x02014;in this study- those potential advantages weren&#x00027;t confirmed by the obtained results. Since the unique variance explained by the <italic>specific</italic> factors of (after controlling for the variance due to the general factor) wasn&#x00027;t satisfactory (Rodriguez et al., <xref ref-type="bibr" rid="B178">2016b</xref>). Additionally, empirical observations strongly suggest the second-order model presented high values of structural weights both on the calibration as on the validation subsamples. Regarding the existent theory, some authors proposed burnout as a second-order factor (Taris et al., <xref ref-type="bibr" rid="B216">1999</xref>; Shirom and Melamed, <xref ref-type="bibr" rid="B207">2006</xref>; Mar&#x000F4;co et al., <xref ref-type="bibr" rid="B130">2008</xref>) the same applies to the bi-factor model with some authors preferring it in relation to hierarchical model (M&#x000E9;sz&#x000E1;ros et al., <xref ref-type="bibr" rid="B146">2014</xref>). However, if there wasn&#x00027;t prior knowledge from the field regarding burnout conceptualization, exploratory bi-factor analysis (Jennrich and Bentler, <xref ref-type="bibr" rid="B97">2011</xref>) or bi-factor exploratory structural equation modeling (Morin et al., <xref ref-type="bibr" rid="B151">2015</xref>) cloud be also suitable analyses. If one desires to analyze bi-factor models outside the standard CFA procedures (e.g., setting to zero paths from latent constructs to indicators that are not theoretically associated) can adopt the already referred bi-factor exploratory structural equation modeling or the bi-factor Bayesian structural equation modeling (Golay et al., <xref ref-type="bibr" rid="B70">2013</xref>) analyses. Mar&#x000F4;co and Campos (<xref ref-type="bibr" rid="B127">2012</xref>) have proposed the a second-order interpretation of burnout, although using a different instrument, the MBI. In other study, Mar&#x000F4;co and Campos (<xref ref-type="bibr" rid="B127">2012</xref>) made the same suggestion using the MBI, CBI and OLBI. This suggests that, besides the two OLBI first-order factors, there is a higher-order more general burnout dimension. The obtained findings contribute to the study of OLBI and the burnout dimensionality, maintaining the two-order structure, but also suggesting a second-order latent, which brings a novelty to this study, since this was proposed for the first time for OLBI using a sample of workers.</p>
<p>The OLBI presented measurement invariance for sex and country supporting H4. To the best of our knowledge, this was the first time measurement invariance was assessed across sexes for the full OLBI instrument, since Foster (<xref ref-type="bibr" rid="B62">2015</xref>) only tested measurement invariance among sex on the separate factors. No study has found testing measurement invariance among countries, bringing a novelty to this study.</p>
<p>No statistically significant differences were found between sexes for burnout (H5), which shows that each sex experiences that dimension in the workplace similarly. Females are known for having higher levels of negative emotional states than males (Kessler et al., <xref ref-type="bibr" rid="B100">2005</xref>); in consequence, females usually score higher than males on exhaustion (Purvanova and Muros, <xref ref-type="bibr" rid="B165">2010</xref>; Kumar and Mellsop, <xref ref-type="bibr" rid="B108">2013</xref>; Pu et al., <xref ref-type="bibr" rid="B164">2017</xref>; Schadenhofer et al., <xref ref-type="bibr" rid="B194">2018</xref>). However, a meta-analysis (Purvanova and Muros, <xref ref-type="bibr" rid="B165">2010</xref>) found that males usually have higher depersonalization levels than females. Altogether, the differences reported on previous studies seem to be annulling each other in terms of the general second-order factor. The relationship between burnout dimensions and sex is not always clear. O&#x00027;Connor et al. (<xref ref-type="bibr" rid="B155">2018</xref>) suggested in a meta-analysis on burnout in health professionals, that the burnout dimensions and sex have an inconsistent relationship. A similar finding was reported by Est&#x000E9;vez-Mujica and Quintane (<xref ref-type="bibr" rid="B56">2018</xref>), which found no relationship between exhaustion, disengagement, and burnout and sex in a sample of research and development workers. A recent study with Portuguese health professionals at the national level, found no significant differences among sexes in terms of burnout (Mar&#x000F4;co et al., <xref ref-type="bibr" rid="B129">2016</xref>). For the country factor, no significant differences were observed for the burnout latent variable (H5). These results are in line with the findings of a comparative study among Portuguese and Brazilian health professionals using the MBI (Dias et al., <xref ref-type="bibr" rid="B53">2010</xref>), no significant differences were found between the burnout dimensions. Western European countries seem to present lower average burnout scores than in other parts of the world (Golembiewski et al., <xref ref-type="bibr" rid="B71">1996</xref>). These differences can be due to cultural differences (Golembiewski et al., <xref ref-type="bibr" rid="B72">1993</xref>; Maslach et al., <xref ref-type="bibr" rid="B139">2001</xref>), In some countries, as Brazil, such differences can also occur between regions of the same country as a result of being such a big and culturally-mixed country (Hofstede et al., <xref ref-type="bibr" rid="B83">2010b</xref>). Differences between Portugal and Brazil seem to exist at the individualism level, with Portugal being more collectivist and with smaller power distance (Hofstede et al., <xref ref-type="bibr" rid="B84">2010a</xref>). In Brazil, employers seem to be more risk-taking than their Portuguese counterparts (Silva et al., <xref ref-type="bibr" rid="B209">2009</xref>). In other words, Portugal has larger avoidance to uncertainty values (Hofstede et al., <xref ref-type="bibr" rid="B84">2010a</xref>). In Brazil, organizations operate through general rule as much as through personal relationships (Garibaldi de Hilal, <xref ref-type="bibr" rid="B65">2009</xref>); whereas in Portugal, the work relations appear to be more impersonal and formal (Dias et al., <xref ref-type="bibr" rid="B53">2010</xref>). Brazil presents larger indulgence values than Portugal (Hofstede et al., <xref ref-type="bibr" rid="B84">2010a</xref>); the Brazilian culture also reflects ambiguity and double-edged ethics (Garibaldi de Hilal, <xref ref-type="bibr" rid="B64">2006</xref>). Brazilian organizations seem to perceive responsibility toward employees as one of the less important business priorities (Hofstede et al., <xref ref-type="bibr" rid="B84">2010a</xref>), which can lead to poorer attention to work conditions.</p>
<p>Regarding the last hypothesis, the validity evidence based on the relations with other variables was good (H6), since the presented correlations were moderate to high between OLBI and UWES factors. Other studies found Pearson&#x00027;s correlation value &#x02212;0.55 between the work engagement (UWES) score and OLBI&#x00027;s disengagement factor, and &#x02212;0.48 between work engagement (UWES) and OLBI&#x00027;s exhaustion (Bosman et al., <xref ref-type="bibr" rid="B22">2005</xref>). In the present study, a higher work engagement correlation with disengagement than with exhaustion was also found. The produced results were in line with the findings of Petrovi&#x00107; et al. (<xref ref-type="bibr" rid="B160">2017</xref>), who found similar correlation values between the instruments&#x00027; dimensions and a higher correlation between the pairs of variables previously referred to Gonz&#x000E1;lez-Rom&#x000E1; et al. (<xref ref-type="bibr" rid="B74">2006</xref>). In other words, the correlations between vigor and exhaustion were higher than with the other UWES variables, and the same for the disengagement-dedication pair. This study&#x00027;s results are in the same direction, reinforcing the higher association between disengagement and dedication than between disengagement and vigor or absorption, and a higher association between exhaustion and vigor than between exhaustion and dedication and absorption.</p>
<p>Our results confirmed the four of the five hypotheses and gave us, globally, good validity evidence regarding this OLBI version. However, since H1 had unsatisfactory validity evidence in terms of discriminant validity, this study brought a novelty (in terms of OLBI dimensionality studies); therefore, a second-order latent model was proposed, which is admissible from a theoretical and practical perspective. Thus, it is suggested that OLBI can be used to compare burnout levels among samples with different occupations and sexes from Portugal and Brazil. However, since the proposed version is a reduced version, it must be said that the reduced version must be tested in independent samples of the same populations (Mar&#x000F4;co, <xref ref-type="bibr" rid="B126">2014</xref>).</p>
<sec>
<title>Theoretical Implications</title>
<p>Burnout seems to be a second-order factor that loads on two first-order factors, disengagement, and exhaustion&#x02014;which are burnout&#x00027;s core dimensions. This underlines the expansion of the burnout domain beyond the exhaustion affective component (Halbesleben et al., <xref ref-type="bibr" rid="B79">2004</xref>). Female and male workers experience similar levels of burnout, the same happens among Portuguese and Brazilian workers. The obtained results demonstrate that the absence of differences in burnout between sexes and countries suggest that the work experiences in terms of stress are similar in both samples. The observed differences between sexes reported on other studies are small (Purvanova and Muros, <xref ref-type="bibr" rid="B165">2010</xref>) and might be related to other factors&#x02014;namely family and workload (Bekker et al., <xref ref-type="bibr" rid="B17">2005</xref>; Langballe et al., <xref ref-type="bibr" rid="B109">2011</xref>).</p>
</sec>
<sec>
<title>Practical Implications</title>
<p>To have instruments with good validity evidence, it is mandatory to have confidence in the obtained measures. OLBI can help to establish comparisons between sexes, and countries. However, one should be aware of the different versions and of the quality of the evidence provided in each study. Also, OLBI can be useful and practical, since it is a freely available self-report psychometric instrument which can contribute to studies where the impact of companies&#x00027; interventions are studied (G&#x000ED;slason and S&#x000ED;monard&#x000F3;ttir, <xref ref-type="bibr" rid="B68">2018</xref>). In fact, there is evidence that occupational stress can be reduced with specific interventions (Ruotsalainen et al., <xref ref-type="bibr" rid="B185">2015</xref>). The development of a family-friendly work environment should be approached, allowing one a focus on the importance of a balance between work and life (Lo, <xref ref-type="bibr" rid="B119">2003</xref>; Rubino et al., <xref ref-type="bibr" rid="B183">2013</xref>). Giving workers paid sick days, medical and family leave insurance programs, and greater control over their schedule (Appelbaum et al., <xref ref-type="bibr" rid="B9">2014</xref>) are good suggestions to improve the balance between work and home activities. However, any change in organizational practices without a corresponding change in social attitudes will not be enough (Field and Bramwell, <xref ref-type="bibr" rid="B58">1998</xref>). Prevention strategies should consider the social and individual level of those that will receive them (Maslach and Leiter, <xref ref-type="bibr" rid="B138">2017</xref>).</p>
</sec>
<sec>
<title>Limitations</title>
<p>This study used two convenience samples. It had no other psychological measures besides burnout and work engagement, which would allow better assessment of the validity evidence based on the relationship between other variables&#x02014;namely, predictive, concurrent, and discriminant evidence (American Educational Research Association, <xref ref-type="bibr" rid="B7">2014</xref>). For example, a concurrent burnout measure which would allow verification of the concurrent validity evidence between different burnout instruments, as some studies have done (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>; Mar&#x000F4;co and Campos, <xref ref-type="bibr" rid="B127">2012</xref>) would have been useful. Another limitation is that culture-specific aspects of stress were not assessed, which could explain some of the observed differences.</p>
</sec>
<sec>
<title>Future Research</title>
<p>Further studies using OLBI should test its concurrent validity evidence with other burnout instruments (American Educational Research Association, <xref ref-type="bibr" rid="B7">2014</xref>), something that has been tested with success in the Portugal-Brazil version for students (Campos et al., <xref ref-type="bibr" rid="B27">2012</xref>) and in the Greek version for workers (Demerouti et al., <xref ref-type="bibr" rid="B50">2003</xref>). The Portugal-Brazil OLBI version should be tested in samples of specific occupational groups (e.g., Armed Forces Occupations, Craft and Related Trades Workers, Skilled Agricultural, Forestry and Fishery Workers, Plant and Machine Operators and Assemblers, and Elementary Occupations), of whom there was not a satisfactory number in the sample collected for this study. The same applies to lower academic levels, which showed unsatisfactory frequency in this study. Future research should also assess the family load together with the workload to understand the family-work interaction regarding burnout.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>Initially, burnout research was linked to human services occupations: thus, sex was not a concern since most employees in this area were female. This study compared burnout levels between sexes in two different countries, and simultaneously adapting a specific instrument that allows establishing direct comparisons between countries.</p>
<p>OLBI offers various advantages over other instruments that can measure burnout, and the obtained findings focus on the utility of this inventory to compare burnout among sexes and countries using samples from Portugal and Brazil. The instrument showed validity evidence based on the internal structure and on the relation with other variables (work engagement and its first-order dimensions). Altogether, the proposed OLBI version appears to be a valid alternative to assess burnout and establish rigorous comparisons between Portuguese and Brazilian workers. The differences between sexes seem to non-existent. Burnout differences reported in other studies seem to be related to other factors, such as work and family load, as previous research suggested (Bekker et al., <xref ref-type="bibr" rid="B17">2005</xref>; Langballe et al., <xref ref-type="bibr" rid="B109">2011</xref>).</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>All authors of this research paper have directly participated in the planning, execution, or analysis of this study. More specifically, JS wrote the first draft, and with JM performed all statistical analysis and its discussion. JS and SP discussed cross-cultural topics, and JS and CQ discussed theoretical framework.</p>
<sec>
<title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
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<fn-group>
<fn id="fn0001"><p><sup>1</sup>Bi-factor or bifactor model are both acceptable forms, we adopted the first one, originally used by Holzinger and Swineford (<xref ref-type="bibr" rid="B87">1937</xref>).</p></fn>
</fn-group>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> The authors would like to thank the Portuguese National Occupational Health Program of the Directorate-General of Health (DGS) for the sponsorship. And to the University of S&#x000E3;o Paulo (USP) International grant conceded to JS (Grant agreement number: 2014.1.3766.1.8). This work was partially funded by the Center for Psychology at the University of Porto, Portuguese Science Foundation (FCT UID/PSI/00050/2013) and EU FEDER through COMPETE 2020 program (POCI-01-0145-FEDER-007294). This work was partially funded by the William James Center for Research, Portuguese Science Foundation (FCT UID/PSI/04810/2013).</p>
</fn>
</fn-group>
</back>
</article>