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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.2021.748732</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>The Mixed Effect of Role Overload on Extra-Role Performance: The Mediation Role of Behavioral Inhibition System/Behavioral Activation System Responses</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Bo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1312251/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ma</surname> <given-names>Lina</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1422564/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Xia</surname> <given-names>Wei</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Labor and Human Resources, Renmin University of China</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Education Science, Sichuan Normal University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Preschool and Elementary Education, China West Normal University</institution>, <addr-line>Nanchong</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Giacinto Barresi, Italian Institute of Technology (IIT), Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Daniel Roque Gomes, Escola Superior de Educa&#x00E7;&#x00E3;o de Coimbra, Instituto Polit&#x00E9;cnico de Coimbra, Portugal; George Lazaroiu, Spiru Haret University, Romania</p></fn>
<corresp id="c001">&#x002A;Correspondence: Lina Ma, <email>malina2007.happy@vip.163.com</email></corresp>
<corresp id="c002">Wei Xia, <email>709068201@qq.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Performance Science, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>748732</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Huang, Ma and Xia.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Huang, Ma and Xia</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>The findings of existing studies of how role overload affects employees&#x2019; performance in organizations have been mixed and controversial. We draw on the hindrance&#x2013;challenge framework to suggest that role overload contains both hindrance and challenge stressor components. We integrate this theory with the behavioral inhibition and behavioral activation systems (BIS and BAS) perspective to develop hypotheses about the effects of role overload on employees&#x2019; extra-role performance (voice). We suggest that although role overload is positively associated with withdrawal (a prototypical response of the BIS system) and ultimately negatively influences extra-role performance, it can also trigger job crafting (a prototypical response of the BAS system) and is, consequently, positively associated with extra-role performance. We further posit that the strength of these indirect effects is moderated by the quality of leader&#x2013;member exchange (LMX). To support these hypotheses, we conducted a time-lagged study of 450 full-time pre-school teachers from various Chinese kindergartens. As hypothesized, we found that withdrawal and job crafting mediated the relationship between role overload and extra-role performance. Further, LMX strengthens the positive relationship between role overload and job crafting. Taken together, our results suggest that role overload can be a mixed stressor that activates both negative and positive behaviors, thus ultimately having an impact on extra-role performance.</p>
</abstract>
<kwd-group>
<kwd>role overload</kwd>
<kwd>hindrance stressors</kwd>
<kwd>challenge stressors</kwd>
<kwd>withdrawal</kwd>
<kwd>job crafting</kwd>
<kwd>extra-role performance</kwd>
<kwd>voice</kwd>
<kwd>leader-member exchange</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="106"/>
<page-count count="15"/>
<word-count count="14119"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>Job stressors have long been an important topic in organizational and industrial psychology (<xref ref-type="bibr" rid="B19">Cooper et al., 2003</xref>). Increasingly business competition and the recent sanitary crisis (the COVID-19 pandemic) have led to an increase in stressors such as workload, job insecurity, and job instability (<xref ref-type="bibr" rid="B5">Bliese et al., 2017</xref>; <xref ref-type="bibr" rid="B69">Nemteanu and Dabija, 2021</xref>; <xref ref-type="bibr" rid="B70">Nemteanu et al., 2021</xref>). In addition, technological advances have led employees to be exposed to workplace stressors more frequently (<xref ref-type="bibr" rid="B65">Monni et al., 2020</xref>). For example, the development of mobile communication technology makes employees have to work anywhere, anytime (<xref ref-type="bibr" rid="B17">Colbert et al., 2016</xref>), and organizations are increasingly using the latest technology to monitor employee performance (<xref ref-type="bibr" rid="B44">Harrower, 2019</xref>; <xref ref-type="bibr" rid="B51">Kassick, 2019</xref>; <xref ref-type="bibr" rid="B76">Pera, 2019</xref>; <xref ref-type="bibr" rid="B98">Wingard, 2019</xref>), which increases workers&#x2019; perceptions of stress (<xref ref-type="bibr" rid="B3">Barley et al., 2011</xref>). Indeed, a report revealed that around 64% of respondents cited &#x201C;work&#x201D; as a major source of stress (<xref ref-type="bibr" rid="B1">American Psychological Association, 2019</xref>). The purpose of this paper is to explore in the context work-related stress grew and developed over the century, whether and how job stressors affect employees&#x2019; extra-role performance.</p>
<p>Broadly defined, job stressors refer to situations in which job-related factors require an employee to make an adaptive response of some kind (<xref ref-type="bibr" rid="B50">Kahn and Byosiere, 1992</xref>; <xref ref-type="bibr" rid="B87">Sacramento et al., 2013</xref>). Stressors are often said to be a critical factor that has a significant impact on both employees and organizations (<xref ref-type="bibr" rid="B56">Lepine et al., 2005</xref>; <xref ref-type="bibr" rid="B79">Podsakoff et al., 2007</xref>). Role overload is one of the major work-related stressors (<xref ref-type="bibr" rid="B18">Cooper, 1987</xref>) and refers to situations in which employees perceive themselves as having too many responsibilities or activities to take on given the resources available to them (e.g., time, ability). There are mixed findings regarding the relationship between role overload and work-related outcomes. For example, some studies found that role overload is negatively related to organizational commitment (<xref ref-type="bibr" rid="B33">Fisher, 2014</xref>) and organizational citizenship behaviors (OCBs) (<xref ref-type="bibr" rid="B10">Carlson et al., 2019</xref>) and positively related to anxiety (<xref ref-type="bibr" rid="B9">Caplan and Jones, 1975</xref>) and work&#x2013;family conflict (<xref ref-type="bibr" rid="B10">Carlson et al., 2019</xref>). However, some other studies showed the opposite and found that role overload is positively related to job satisfaction (<xref ref-type="bibr" rid="B4">Beehr et al., 2001</xref>), creativity (<xref ref-type="bibr" rid="B72">Ohly and Fritz, 2010</xref>), loyalty (<xref ref-type="bibr" rid="B6">Boswell et al., 2004</xref>), motivation to learn (<xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>) and negatively related to absenteeism (<xref ref-type="bibr" rid="B28">Dwyer and Ganster, 1991</xref>), withdrawal (<xref ref-type="bibr" rid="B6">Boswell et al., 2004</xref>), and turnover intention (<xref ref-type="bibr" rid="B4">Beehr et al., 2001</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2004</xref>). Moreover, based on meta-analysis results, role overload is a weak predictor of poor job outcome indicators (<xref ref-type="bibr" rid="B75">&#x00D6;rtqvist and Wincent, 2006</xref>; <xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>; <xref ref-type="bibr" rid="B7">Bowlin et al., 2015</xref>). Such inconsistency between research findings may indicate the limitations of the current theoretical framework.</p>
<p>The hindrance&#x2013;challenge framework of stressors is currently the most popular theoretical ground for understanding work stressors (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>). Moreover, the potentially most important outcome for employees is their extra-role performance (<xref ref-type="bibr" rid="B40">Griffin et al., 2007</xref>). In particular, OCBs, which are defined as discretionary behaviors by employees that are considered to directly advance the effectiveness of an organization (<xref ref-type="bibr" rid="B73">Organ, 1988</xref>), have received the most attention. Briefly stated, the hindrance&#x2013;challenge framework suggests that stressors are composed of two dimensions, i.e., hindrance and challenge stressors (<xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>). Both types of stressors are associated with strains; nevertheless, hindrance stressors are harmful, whereas challenge stressors have the potential to lead to employees&#x2019; gain and growth, and are thus beneficial to their performance (<xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>). The hindrance&#x2013;challenge framework has been applied broadly to explore the relationships between work stressors and job performance (<xref ref-type="bibr" rid="B104">Zhang et al., 2014</xref>). However, due to the inconsistent research findings noted above, a consensus has yet to be reached on the relationship between role overload and critical workplace outcomes at work, and accounting for this inconsistency is crucial for theoretical and practical reasons. Moreover, as suggested by <xref ref-type="bibr" rid="B104">Zhang et al. (2014)</xref>, it would be valuable to propose an explanation of stressor effects based on a different theoretical perspective. Hence, our current study integrates the hindrance&#x2013;challenge framework with the behavioral inhibition system/behavioral activation system (BIS/BAS) perspective (<xref ref-type="bibr" rid="B39">Gray, 1990</xref>; <xref ref-type="bibr" rid="B12">Carver, 2006</xref>) to propose that role overload contains components both of hindrance and challenge stressors simultaneously for employees, and we argue that role overload may trigger withdrawal and job crafting (the prototypical BIS and BAS responses, respectively), eventually having either negative or positive influences on OCBs, which are the most important extra-role performance for the organization.</p>
<p>Understanding the relationship between role overload and OCBs is invaluable for the following two reasons. First, as suggested by <xref ref-type="bibr" rid="B75">&#x00D6;rtqvist and Wincent (2006)</xref>, different role stressors produce diverse results; it is, therefore, useful to focus on each role stressor individually. Second, the nature of the relationship between role overload and OCBs is more controversial than other role stressors. To be specific, some studies (e.g., <xref ref-type="bibr" rid="B105">Zhang and Xie, 2017</xref>; <xref ref-type="bibr" rid="B10">Carlson et al., 2019</xref>) supported the hypothesis that role overload is negatively related to OCBs. Some studies (e.g., <xref ref-type="bibr" rid="B81">Pooja et al., 2016</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>), however, did not support this relationship, and even found the opposite, that is, role overload is positively related to OCBs (e.g., <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). Evidence from meta-analysis also indicated that unlike role ambiguity and role conflict (two other major stressors), the relationship between role overload and OCBs is not significant (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). On account of these incompatible empirical findings, <xref ref-type="bibr" rid="B29">Eatough et al. (2011</xref>, p. 626) emphasized that &#x201C;role overload, however, had a more complex relationship with OCB.&#x201D; For those reasons, we hope this study will provide valuable evidence for the literature on role overload and OCBs.</p>
<p>We further explored whether the linkage between role overload and OCBs is moderated by leader&#x2013;member exchange (LMX) (<xref ref-type="bibr" rid="B37">Graen and Uhl-Bien, 1995</xref>). The theory of leadership and LMX suggests that leaders can influence how employees interpret job characteristics (<xref ref-type="bibr" rid="B78">Piccolo and Colquitt, 2006</xref>). Moreover, LMX can play a role as a resource for employees to buffer the negative effects of their job demands (<xref ref-type="bibr" rid="B24">Demerouti et al., 2011</xref>; <xref ref-type="bibr" rid="B99">Xia et al., 2020</xref>). Hence, we argue that the higher the LMX, the less likely role overload be perceived by employees as a hindrance stressor and more likely perceived as a challenge stressor. Therefore a high-LMX is more likely to trigger the BAS response job crafting, which is ultimately positively associated with OCBs. Thus, we theorize that the effect of role overload on BIS/BAS behavioral responses will be moderated by LMX and ultimately be associated with employees&#x2019; OCBs. <xref ref-type="fig" rid="F1">Figure 1</xref> illustrates our theoretical model.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Theoretical model of the current research.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-12-748732-g001.tif"/>
</fig>
<p>The current study makes three primary contributions to the extant literature. First, we follow the recommendation by <xref ref-type="bibr" rid="B104">Zhang et al. (2014)</xref> to introduce a new perspective that may further explain the effect of role stressors on employees. By integrating the hindrance&#x2013;challenge stressors framework and the BIS/BAS perspective, we identify the BIS/BAS responses withdrawal and job crafting as a key mechanism linking role overload to OCBs; we provide a possible solution to the contradictory findings on the impact of role overload on OCBs (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). Second, in contrast to the vast majority of studies suggesting that role overload should either be treated as a hindrance stressor (<xref ref-type="bibr" rid="B21">Crawford et al., 2010</xref>; <xref ref-type="bibr" rid="B94">Tang and Vandenberghe, 2019</xref>) or a challenge stressor (<xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>), our study is in accordance with the idea of <xref ref-type="bibr" rid="B29">Eatough et al. (2011)</xref> that role overload is a complex role stressor that has components of both hindrance and challenge stressors. To the best of our knowledge, prior studies have not yet tested this mixing effect of role overload on OCBs in one analytic model, as they have typically explored the effect of role overload in separate models by different samples. Unfortunately, this cannot examine the possible mixing effect of role overload. Hence, our study examines the two different mechanisms by which role overload may be triggered in one model. This analysis, therefore, allows us to provide evidence about the duality of role overload. Third, we examine the potential moderating effect of LMX in the role overload&#x2014;OCBs relationships, which may expand our understanding of the contextual factors that can influence the effect of role overload on OCBs.</p>
<p>In the sections that follow, we review relevant work from the stressor&#x2019;s literature. We then elaborate our theoretical orientation and offer hypotheses that speak to the mediating effects of the two prototypical behavioral responses of BIS and BAS (withdrawal and job crafting) and the moderating effects of LMX. Finally, we report on tests of our hypotheses in a multi-wave field study of kindergarten teachers.</p>
</sec>
<sec id="S2">
<title>Theoretical Background and Hypotheses</title>
<sec id="S2.SS1">
<title>Role Overload as a Stressor</title>
<p>Researchers have identified five categories of stressors in the workplace (<xref ref-type="bibr" rid="B11">Cartwright and Cooper, 1997</xref>): the internal factors of the job itself (e.g., noise), role stressors (e.g., role conflict), relationships (e.g., abusive supervision), career issues (e.g., job insecurity), and organizational factors (e.g., political climate). Among these job-related stressors, role stressors are the most regularly explored (<xref ref-type="bibr" rid="B96">Tubre and Collins, 2000</xref>). The pioneering investigation by Kahn is often regarded as the starting point for role stressors research (<xref ref-type="bibr" rid="B19">Cooper et al., 2003</xref>). According to <xref ref-type="bibr" rid="B53">Katz and Kahn (1978)</xref>, role stressors arise in two main ways: role ambiguity and role conflict. Role ambiguity refers to a lack of clarity and certainty regarding an employee&#x2019;s job responsibilities; as a result, employees do not know what is expected of them (<xref ref-type="bibr" rid="B53">Katz and Kahn, 1978</xref>). For instance, a kindergarten teacher might experience role ambiguity if the supervisor asked them to reduce the stunting rate of children to 0.5% in the next 3 years but did not illustrate the particular tasks that needed to be done to achieve the goal (e.g., educating parents and kids about food safety, optimizing the physical education curriculum). Role conflict refers to the experience of disparate or contradictory anticipations and demands that make it difficult to perform work tasks (<xref ref-type="bibr" rid="B53">Katz and Kahn, 1978</xref>). For example, a kindergarten teacher is not only required to teach children some skills in order to fulfill their role as teacher but also needs to pay attention to the safety and physical needs of the children to fulfill their role as a parent.</p>
<p>Researchers have found that role overload is also a major predictor of work-related stressors (<xref ref-type="bibr" rid="B18">Cooper, 1987</xref>). Role overload refers to situations in which employees perceive themselves as having too many responsibilities or activities to take on given the resources (e.g., time, ability) available to them (<xref ref-type="bibr" rid="B83">Rizzo and House, 1970</xref>). For instance, in addition to their daily teaching activities, a kindergarten teacher needs to undertake various kinds of administrative work and needs to work overtime frequently. Studies of role stressors have therefore adopted this trilogy of workplace stressors (<xref ref-type="bibr" rid="B36">Gilboa et al., 2008</xref>; <xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). Studies have demonstrated a consistently harmful relationship between role ambiguity and role conflict and many important personal and organizational outcomes (<xref ref-type="bibr" rid="B96">Tubre and Collins, 2000</xref>). As a result, role stressors are typically considered to have a negative impact on employees (<xref ref-type="bibr" rid="B33">Fisher, 2014</xref>).</p>
<p>The existing debate about job stressors concentrates on role overload, as we have mentioned above. Due to the inconsistency of the research conclusions, researchers have tried to put forward theories to understand workplace stressors. On the one hand, the inconsistent findings are explained as the degree of stress, suggesting that an optimal stress range exists; neither too much stress nor too little stress is good for performance (<xref ref-type="bibr" rid="B90">Shultz et al., 2010</xref>). However, this suggestion has received limited support (<xref ref-type="bibr" rid="B32">Fay and Sonnentag, 2002</xref>; <xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>). On the other hand, the inconsistent findings are explained by the nature of the stressors (<xref ref-type="bibr" rid="B49">Jex, 1998</xref>). Depending on whether stressors can bring growth and gains, researchers differentiate between stressors as hindrance and challenge stressors (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>). Hindrance stressors are those assessed as being potentially threatening to personal growth and gain, which can trigger negative emotions and aversive work outcomes (<xref ref-type="bibr" rid="B106">Zhou et al., 2019</xref>). In contrast, challenge stressors are those assessed as being potentially beneficial for personal growth and gain. Challenge stressors can trigger positive emotions and desired work outcomes (<xref ref-type="bibr" rid="B101">Yang and Li, 2021</xref>). Depending on the hindrance&#x2013;challenge framework, studies indeed found that hindrance stressors have a negative and challenge stressors a positive relationship with important occupational criteria (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2004</xref>; <xref ref-type="bibr" rid="B56">Lepine et al., 2005</xref>).</p>
<p>The hindrance&#x2013;challenge framework provides important insights into our understanding of occupational stressors. However, a consensus has yet to be reached. The debate centers on whether role overload is a hindrance stressor or a challenge stressor. For example, some researchers have suggested that role overload is a hindrance stressor and provide evidence about the negative effects of role overload (<xref ref-type="bibr" rid="B56">Lepine et al., 2005</xref>; <xref ref-type="bibr" rid="B79">Podsakoff et al., 2007</xref>; <xref ref-type="bibr" rid="B21">Crawford et al., 2010</xref>; <xref ref-type="bibr" rid="B94">Tang and Vandenberghe, 2019</xref>). Some researchers believe that role overload is a challenge stressor; they also contribute evidence about the positive effect of role overload (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>; <xref ref-type="bibr" rid="B32">Fay and Sonnentag, 2002</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2004</xref>; <xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>; <xref ref-type="bibr" rid="B72">Ohly and Fritz, 2010</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). In addition, some researchers hold a contingent view that role overload is a challenge stressor under certain conditions (<xref ref-type="bibr" rid="B36">Gilboa et al., 2008</xref>; <xref ref-type="bibr" rid="B92">Solberg and Wong, 2016</xref>) or that role overload is a hindrance stressor for some outcomes but a challenge for others (<xref ref-type="bibr" rid="B10">Carlson et al., 2019</xref>). It is not difficult to infer from the above arguments that the situation of role overload is complex. As Eatough, Chang, Miloslavic, and Johnson have stated, &#x201C;it [role overload] may have a more complex relationship&#x2026; compared with the other role stressors&#x201D; (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>, p. 620). Due to the complexity and controversial nature of the research findings, it is beneficial to re-examine role overload from a different perspective. In our study, we integrated the hindrance&#x2013;challenge framework and the perspective of BIS and BAS to examine the relationship between role overload and extra-role performance. Next, we will briefly introduce the core ideas of the BIS/BAS framework.</p>
</sec>
<sec id="S2.SS2">
<title>Behavioral Inhibition System and Behavioral Activation System</title>
<p>That humans seek pleasure and try to avoid pain is the core idea of various psychological theories (<xref ref-type="bibr" rid="B46">Higgins, 1997</xref>). Those theories seek to understand how individuals respond to environmental cues through approach or avoidant behaviors (<xref ref-type="bibr" rid="B65">Monni et al., 2020</xref>). The foundational ideas of the BIS/BAS are that human behaviors are controlled by two biological self-regulatory systems; the two systems guide individuals&#x2019; goal selection and striving process (<xref ref-type="bibr" rid="B13">Carver and Scheier, 1982</xref>; <xref ref-type="bibr" rid="B39">Gray, 1990</xref>). The BIS and BAS are functionally independent and have different neural substrates, and have different effects on actions (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>).</p>
<p>The BIS regulates aversive motivation and controls the experience of anxiety and sensitivity to cues of penalty or no reward (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>; <xref ref-type="bibr" rid="B31">Elliot, 2006</xref>). Once BIS is triggered by punishment-relevant or potential harmful cues in the environment, it motivates individuals away from those negative or painful situations and inhibits behaviors toward the target (<xref ref-type="bibr" rid="B14">Carver and White, 1994</xref>). In contrast, the BAS regulates appetitive motivation and is sensitive to information regarding rewards (<xref ref-type="bibr" rid="B14">Carver and White, 1994</xref>; <xref ref-type="bibr" rid="B12">Carver, 2006</xref>). Once BAS is triggered by potential positive cues, it motivates individuals toward goals or potential rewards and opportunities (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>; <xref ref-type="bibr" rid="B31">Elliot, 2006</xref>). The BIS/BAS perspective is often used as a theoretical lens for the study of biology and neuroscience (<xref ref-type="bibr" rid="B20">Corr and McNaughton, 2012</xref>) and of individual difference (<xref ref-type="bibr" rid="B57">Li et al., 2015</xref>) and serves as a theoretical foundation for exploring behavioral responses when faced with threatening or rewarding stimuli (<xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>). In our study, we adopt the last way the BIS/BAS perspective is applied and argue that role overload may serve as an environmental cue to activate the BIS and BAS regulation systems.</p>
<p>Researchers have proposed that humans are surrounded by various reward and punishment stimuli or situations that act as extrinsic motivational events (<xref ref-type="bibr" rid="B65">Monni et al., 2020</xref>). People make their own evaluations of these surrounding stimuli, so different people or an individual in different circumstances can perceive the same stimuli or situations either positively or negatively (<xref ref-type="bibr" rid="B35">Gary, 1982</xref>; <xref ref-type="bibr" rid="B65">Monni et al., 2020</xref>). In other words, in different individuals&#x2019; eyes, the same stimulus can have rewarding or threatening characteristics (<xref ref-type="bibr" rid="B65">Monni et al., 2020</xref>). According to this reasoning, we argue that role overload may be perceived as a hindrance or a challenge stressor by different employees.</p>
<p>On the one hand, role overload describes situations in which employees perceives themselves as having been assigned too much work to be handled effectively (<xref ref-type="bibr" rid="B93">Sutherland and Cooper, 2000</xref>). Role overload situations represent an uncontrollable demand on employees that goes beyond their capabilities or coping resources (<xref ref-type="bibr" rid="B83">Rizzo and House, 1970</xref>; <xref ref-type="bibr" rid="B36">Gilboa et al., 2008</xref>). In such a situation, the quality of the employee&#x2019;s work may be interfered with, which, in turn, may detract from their performance evaluation result and bonus allocation. Thus, an employee may perceive role overload as a threat and hindrance to their job performance. In addition, role overload leads to a degree of uncertainty about people&#x2019;s ability to get the job done with limited time and energy (<xref ref-type="bibr" rid="B21">Crawford et al., 2010</xref>). In this way, the possible threat of losing valuable work-related resources is amplified (<xref ref-type="bibr" rid="B47">Hobfoll, 1989</xref>). Furthermore, role overload may hamper employees&#x2019; need for autonomy, thereby negatively influencing work outcomes (<xref ref-type="bibr" rid="B94">Tang and Vandenberghe, 2019</xref>). For example, too many activities being assigned to a kindergarten teacher may interfere with the quality of their teaching, which is the core of a teacher&#x2019;s success at work. For these reasons, employees may perceive role overload as a hindrance stressor (<xref ref-type="bibr" rid="B94">Tang and Vandenberghe, 2019</xref>). In this vein, the BIS is engaged by signals of punishment, no reward, or disagreeable threatening situations&#x2014;all of which are characteristics of hindrance stressors (<xref ref-type="bibr" rid="B38">Gray, 1981</xref>). Therefore, role overload as a hindrance stressor in this situation may serve as an environmental cue to activate the BIS regulations.</p>
<p>On the other hand, role overload may also describe situations in which employees perceive themselves as having been given more responsibilities and work challenges (<xref ref-type="bibr" rid="B67">Montani and Dagenais-Desmarais, 2018</xref>). Such situations may imply that more career development, chances to demonstrate ability, skill learning, and rewarding opportunities are possible for the employees (<xref ref-type="bibr" rid="B55">LePine et al., 2004</xref>). For instance, a kindergarten teacher is assigned new teaching tasks and has to prepare a Children&#x2019;s Day party within a specified time. The teacher is likely to experience role overload, but they may also perceive that such a task arrangement may allow them to learn new teaching and leadership skills. This perception may motivate the teacher to devote more energy to completing the task. Indeed, <xref ref-type="bibr" rid="B6">Boswell et al. (2004)</xref> found that employees who experience greater work responsibilities and workloads may feel more challenged at work, which positively influences their job attitudes, retention intention, and work behaviors. Role overload may make employees feel responsible for their work and thus gain self-competency. Psychological theory has suggested that the need for competency is a basic human need (<xref ref-type="bibr" rid="B22">Deci and Ryan, 2000</xref>). Hence, some researchers have suggested that workload is essential for employees. For example, <xref ref-type="bibr" rid="B16">Chiu et al. (2015)</xref> found that role conflict and role ambiguity have a positive relationship with deviant behaviors, whereas role overload has a negative one. For these reasons, employees may also perceive role overload as a challenge stressor (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>; <xref ref-type="bibr" rid="B87">Sacramento et al., 2013</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). Under these circumstances, the BAS is engaged by cues of potential reward, personal growth, and motivating situations&#x2014;all of which are features of challenge stressors (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>). Hence, role overload as a challenge stressor in this situation may serve as an environmental cue to activate the BAS regulations.</p>
</sec>
<sec id="S2.SS3">
<title>Withdrawal as a Behavioral Inhibition System Response and Job Crafting as a Behavioral Activation System Response</title>
<p>As we have noted, the BIS and BAS are neurobiological systems associated with different behaviors (<xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>). We suggest that withdrawal stands for a prototypical response to BIS regulations in the workplace, whereas job crafting represents a typical reaction to BAS. Conceptually, withdrawal is defined as a &#x201C;set of behaviors dissatisfied individuals enact to avoid the work situation&#x201D; (<xref ref-type="bibr" rid="B43">Hanisch and Hulin, 1990</xref>, p. 63). <xref ref-type="bibr" rid="B43">Hanisch and Hulin (1990)</xref> suggested that employees&#x2019; fundamental attitudes and affect with respect to their work roles are reflected by withdrawal. Inconsistent with withdrawal, job crafting refers to proactive changes made by employees in order to balance job resources and demands based on their own preferences and needs (<xref ref-type="bibr" rid="B95">Tims et al., 2012</xref>).</p>
<p>When justifying whether a behavior is a prototypical response of BAS or BIS, one usually starts from two aspects: the goals and the actions (<xref ref-type="bibr" rid="B31">Elliot, 2006</xref>; <xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>). For goals, withdrawal has the objective of avoiding one&#x2019;s job tasks while maintaining organizational membership (<xref ref-type="bibr" rid="B43">Hanisch and Hulin, 1990</xref>). Researchers have suggested that employees who experience disagreeable characteristics or negative events at work may withdraw from these unfavorable work conditions (e.g., sexual harassment, pay inequity) (<xref ref-type="bibr" rid="B52">Kathy et al., 1998</xref>). In this way, the goal of withdrawal&#x2014;avoiding negative stimuli or work conditions&#x2014;fits with the objective of the BIS, as &#x201C;escaping from and rectifying existing negative situations&#x201D; (<xref ref-type="bibr" rid="B31">Elliot, 2006</xref>, p. 112) and job crafting is an approach-oriented behavior with the objective of varying tasks or job characteristics proactively (<xref ref-type="bibr" rid="B95">Tims et al., 2012</xref>). Thus, as a proactive behavior, the goal of job crafting&#x2014;&#x201C;to set and attain goals&#x201D; (<xref ref-type="bibr" rid="B23">Demerouti, 2014</xref>, p. 240)&#x2014;fits well with the objective of the BAS: &#x201C;getting something positive that is currently absent&#x201D; (<xref ref-type="bibr" rid="B31">Elliot, 2006</xref>, p. 112).</p>
<p>For actions, withdrawal involves a variety of inhibition-oriented acts, such as lateness, absenteeism, and deliberately lowering work effort (<xref ref-type="bibr" rid="B43">Hanisch and Hulin, 1990</xref>), which correspond with the behaviors resulting from the BIS&#x2014;&#x201C;action away from (i.e., avoiding, preventing, or inhibiting) potential punishment or harm to the self&#x201D; (<xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>, p. 116). In this way, acts of withdrawal may have a goodness of fit with BIS. In contrast, job crafting is a self-initiated and change-oriented behavior, such as seeking to learn something new at work (<xref ref-type="bibr" rid="B95">Tims et al., 2012</xref>). Thus, the action of job crafting may also correspond with the behaviors resulting from the BAS: &#x201C;action toward (i.e., approaching, seeking, achieving) potential opportunities and reward to the self&#x201D; (<xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>, p. 116).</p>
<p>These statements allow us to advance the hypothesis that role overload triggers withdrawal&#x2014;which represents a prototypical BIS response&#x2014;as well as job crafting, a prototypical BAS reaction. In fact, the idea of the dual nature of role overload is not new. <xref ref-type="bibr" rid="B29">Eatough et al. (2011)</xref> suggested that &#x201C;role overload has both strong hindrance and challenge components&#x201D; (p. 620). Similarly, <xref ref-type="bibr" rid="B36">Gilboa et al. (2008)</xref> also suggested that role overload may represent both a challenge and a hindrance to employees. Empirical studies give some support for this hypothesis. For instance, <xref ref-type="bibr" rid="B85">Rodell and Judge (2009)</xref> found that role overload has a positive effect on withdrawal. <xref ref-type="bibr" rid="B86">Rudolph et al. (2017)</xref> found that workload is positively associated with job crafting. Thus, based on relevant theory and research, we hypothesize:</p>
<list list-type="simple">
<list-item><p>H1a: Role overload is positively associated with withdrawal.</p></list-item>
</list>
<list list-type="simple">
<list-item><p>H1b: Role overload is positively associated with job crafting.</p></list-item>
</list>
</sec>
<sec id="S2.SS4">
<title>Role Overload and Extra-Role Performance</title>
<p>Performance is regarded as a multi-dimensional construct (<xref ref-type="bibr" rid="B8">Campbell, 1990</xref>). In addition to in-role performance, extra-role performance also has a significant impact on organizational success (<xref ref-type="bibr" rid="B62">MacKenzie et al., 1998</xref>). Among the multiple forms of extra-role performance, OCBs have received the most attention (<xref ref-type="bibr" rid="B62">MacKenzie et al., 1998</xref>). <xref ref-type="bibr" rid="B73">Organ (1988)</xref> defines OCBs as discretionary behaviors by employees that are believed to facilitate the effectiveness of an organization. OCBs can be divided into two categories according to the objects of action (<xref ref-type="bibr" rid="B74">Organ and Konovsky, 1989</xref>): OCB-I, OCBs that benefit individuals (e.g., helping), and OCB-O, OCBs that benefit the organization (e.g., work overtime). In our current study, we focus on the relationship between role overload and OCB-Os. Specifically, we examine the link between role overload and one of the most important OCBs, promotive voice, which is defined as the expression of new ideas or suggestions by employees to improve the overall performance of their organization (<xref ref-type="bibr" rid="B58">Liang et al., 2012</xref>).</p>
<p>It is necessary to illustrate why we focus on the relationship between role overload and promotive voice. First, role overload is intrinsically relevant to how tasks are organized within the organization (<xref ref-type="bibr" rid="B94">Tang and Vandenberghe, 2019</xref>). Therefore, employees are more inclined to attribute strain to the organization in which they work than to the other employees in the same organization (<xref ref-type="bibr" rid="B91">Siegrist, 1996</xref>). In addition, OCB-I represents affiliative promotive behavior that tends to preserve the relationship with other employees, and OCB-O represents challenging promotive behaviors that might damage relationships with others (<xref ref-type="bibr" rid="B97">Van Dyne and LePine, 1998</xref>). Thus, as suggested by <xref ref-type="bibr" rid="B29">Eatough et al. (2011)</xref>, the organization-directed OCB-O, rather than the people-directed OCB-I, may be more likely to be influenced by role overload. Second, we concentrate on promotive voice rather than other forms of voice because promotive voice behavior is a change- and approach-oriented behavior (<xref ref-type="bibr" rid="B61">Liu et al., 2015</xref>), which highlights better work practices and opportunities to improve performance. Therefore, in alignment with prior studies (<xref ref-type="bibr" rid="B2">Aryee et al., 2017</xref>), we also conceptualize promotive voice as a behavior that involves challenging the <italic>status quo</italic> and has both benefits and risks for the actors. Based on this, the feature of role overload&#x2014;which contains hindrance and challenge components (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>)&#x2014;may be reflected by promotive voice behavior, which contains both risks and benefits. Based on the above reasons, our study focuses on the link between role overload and promotive voice.</p>
<p>Based on the BIS/BAS perspective, BIS regulation may negatively affect employees&#x2019; performance, as BIS is intrinsically aversive and employees&#x2019; energy or intrinsic work motivation may be reduced (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>; <xref ref-type="bibr" rid="B31">Elliot, 2006</xref>; <xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>). Correspondingly, the representative behavior of BIS regulation, withdrawal, may also weaken extra-role performance. For this reason, we expect that role overload may have negative effects on extra-role performance through withdrawal. Empirical evidence supports the idea that employees who exhibit withdrawal are likely to experience performance reduction (<xref ref-type="bibr" rid="B63">Maslach and Leiter, 2008</xref>).</p>
<p>We also expect that role overload may have positive effects on extra-role performance through job crafting. Unlike the BIS, the BAS is related to striving for and obtaining rewards and opportunities (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>; <xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>). Correspondingly, the representative behavior of BAS regulation, job crafting, may strengthen extra-role performance. Likewise, studies support the idea that employees who exhibit job crafting show higher performance (<xref ref-type="bibr" rid="B60">Lin et al., 2017</xref>). Thus, based on this rationale from the BIS/BAS perspective, as well as evidence from the withdrawal and job crafting literature, we anticipate that:</p>
<list list-type="simple">
<list-item><p>H2a: Mediated through withdrawal, role overload is negatively associated with extra-role performance.</p></list-item>
</list>
<list list-type="simple">
<list-item><p>H2b: Mediated through job crafting, role overload is positively associated with extra-role performance.</p></list-item>
</list>
</sec>
<sec id="S2.SS5">
<title>The Moderating Role of Leader&#x2013;Member Exchange</title>
<p>Thus far, Hypotheses 1&#x2013;4 provide an account of the effects of role overload on employees&#x2019; extra-role performance. We have hypothesized that withdrawal and job crafting, which represent the prototypical behavioral responses of BIS and BAS, respectively, serve as a key intervening mechanism that explains the relationship between role overload and extra-role performance. In this section, we explore the question of when role overload is more or less harmful or beneficial for employees. This discussion is grounded in the notion that leaders play an important role in employees&#x2019; interpretation of their work environment (<xref ref-type="bibr" rid="B100">Yam et al., 2018</xref>). <xref ref-type="bibr" rid="B78">Piccolo and Colquitt (2006)</xref> suggested that leaders can define the &#x201C;reality&#x201D; in which followers work, thus influencing how followers interpret their job&#x2019;s characteristics. In the occupational stressors literature, <xref ref-type="bibr" rid="B104">Zhang et al. (2014)</xref> found that transformational leadership has a significant impact on the association between stressors (both challenge and hindrance stressors) and perceptions of the environment.</p>
<p>Following the LMX theory, a leader can have diverse relationships with the members of their work units (<xref ref-type="bibr" rid="B37">Graen and Uhl-Bien, 1995</xref>); some are in-group members who have special, high-quality exchange relationships with the leader (<xref ref-type="bibr" rid="B37">Graen and Uhl-Bien, 1995</xref>). Compared to low-quality LMX workers (out-group members), an employee in a good LMX relationship (in-group member) will benefit more from the leaders (<xref ref-type="bibr" rid="B26">Dienesch and Liden, 1986</xref>). Grounded in this notion, we suggest that LMX, which serves as an additional resource and contextual information for followers to interpret the character of role overload, can attenuate the negative effects of role overload through withdrawal while exacerbating the positive effects through job crafting on employees&#x2019; extra-role performance.</p>
<p>On the one hand, a good relationship with one&#x2019;s supervisor can serve as a job resource; for example, one may receive more support, encouragement, and concern from the leader (<xref ref-type="bibr" rid="B59">Liden and Graen, 1980</xref>). Followers in high-LMX relationships receive more access to information and decision-making opportunities and should perceive themselves as being more empowered by their leader (<xref ref-type="bibr" rid="B82">Prof and Yagil, 2005</xref>), all of which should increase employees&#x2019; competence consciousness, perception of self-determination, and self-efficacy (<xref ref-type="bibr" rid="B27">Dulebohn et al., 2012</xref>). As a result, with the resources provided by LMX, employees are more likely to view role overload as a challenge stressor. On the other hand, having a good relationship with a supervisor may promote employees&#x2019; expectations about the possibility of being rewarded for their hard work, thus affecting employees&#x2019; judgment about the characteristics of stressors. More specifically, when employees have been exposed to hindrance stressors, they may find it difficult to meet these demands and thus are less likely to receive valuable rewards (<xref ref-type="bibr" rid="B104">Zhang et al., 2014</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). Conversely, addressing challenging stressors can make employees feel rewarded (e.g., personal growth) (<xref ref-type="bibr" rid="B79">Podsakoff et al., 2007</xref>; <xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). Thus, based on these theories and evidence, it is reasonable to infer that the key for an individual to experience role overload as a hindrance or challenge stressor may largely depend on employees&#x2019; judgment about the possibility of acquiring reward after effort investing.</p>
<p>Studies have revealed that followers in high-LMX relationships have more opportunities to gain rewards for their contributions (<xref ref-type="bibr" rid="B26">Dienesch and Liden, 1986</xref>; <xref ref-type="bibr" rid="B84">Roch and Shanock, 2006</xref>). Meta-analysis results also indicate that high-LMX is positively associated with satisfaction with pay (<xref ref-type="bibr" rid="B27">Dulebohn et al., 2012</xref>). As a result, we suggest that due to the resource support from the leader, higher perception of competence, as well as the possibility of being rewarded, the in-group members are more likely to view stressors as less threatening and to interpret role overload as a challenge rather than a hindrance stressor. Indeed, <xref ref-type="bibr" rid="B68">Nelson et al. (1998)</xref> found that employees with high-LMX are less likely to perceive role conflict or role ambiguity (both of which are hindrance stressors). Therefore, the negative indirect effects of role overload on extra-role performance via withdrawal should be mitigated, and the positive indirect effects of role overload on extra-role performance through job crafting should be enhanced. Thus, we propose the following hypothesis:</p>
<list list-type="simple">
<list-item><p>H3a: The negative indirect effect of role overload on extra-role performance via withdrawal is moderated by LMX such that the relationship is weaker when LMX is higher but stronger when LMX is lower.</p></list-item>
</list>
<list list-type="simple">
<list-item><p>H3b: The positive indirect effect of role overload on extra-role performance via job crafting is moderated by LMX such that the relationship is stronger when LMX is higher but weaker when LMX is lower.</p></list-item>
</list>
</sec>
</sec>
<sec id="S3" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S3.SS1">
<title>Sample and Data Collection</title>
<p>In order to explore how role overload influences employees&#x2019; extra-role performance in the context of increasingly job stressors, the author adopted a quantitative study on Chinese employees. The sample of our study is composed of full-time kindergarten teachers in China. Studies have indicated that, due to the multiple responsibilities early childhood teachers need to take on, early childhood education is a highly stressful occupation (<xref ref-type="bibr" rid="B41">Gu et al., 2020</xref>).</p>
<p>Data were collected through a web-based survey as part of a larger study. The study participants consisted of 450 full-time kindergarten teachers from 43 cities in 17 provinces in China. A two-wave survey with a 1-month time lag was used to reduce common method bias (<xref ref-type="bibr" rid="B80">Podsakoff et al., 2003</xref>). The teachers who participated in the survey were informed beforehand of the anonymity and confidentiality of the survey, and all questionnaires were conducted online. Each kindergarten teacher was compensated with RMB 15 (about US &#x0024;2) per survey to encourage participation. At Time 1, we contacted 1,500 full-time kindergarten teachers and asked them to report their perceived role overload, perceived LMX, and demographic information; a total of 660 kindergarten teachers completed the questionnaires, yielding a 44% response rate. At Time 2, kindergarten teachers who completed the first wave survey were asked again to report their withdrawal behavior, job crafting, and extra-role performance (voice). A total of 450 valid questionnaires were obtained. Of these kindergarten teachers (<italic>N</italic> = 450), 447 were women (99.3%). The average tenure was 7.56 years (SD = 9.06), the average age was 30.40 years (SD = 8.27). In terms of education, 417 (92.7%) had a bachelor&#x2019;s degree or above.</p>
</sec>
<sec id="S3.SS2">
<title>Measurement Instruments</title>
<p>We used the five-item role overload scale developed by <xref ref-type="bibr" rid="B77">Peterson et al. (1995)</xref> to measure role overload. This scale has demonstrated good validity in the context of China (<xref ref-type="bibr" rid="B105">Zhang and Xie, 2017</xref>). The items were scored on a five-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree), a typical item being &#x201C;My workload is too heavy.&#x201D; The Cronbach&#x2019;s alpha for this scale was 0.93.</p>
<p>The kindergarten teachers&#x2019; withdrawal behavior was measured using two subscales of the On-the-Job behavior scale developed by <xref ref-type="bibr" rid="B54">Lehman and Simpson (1992)</xref>. Four dimensions&#x2014;positive work behavior, psychological withdrawal behavior, physical withdrawal behavior, and oppositional work behavior&#x2014;are included in this scale. In our study, we chose the psychological withdrawal dimension (eight items, an example item is &#x201C;spending work time on personal matters&#x201D;), as well as the physical withdrawal dimension (four items, an example item is &#x201C;having fallen asleep at work&#x201D;) to measure withdrawal behavior. Good validity in a Chinese sample was demonstrated (<xref ref-type="bibr" rid="B102">Yuan et al., 2021</xref>). The items were scored on a seven-point Likert scale ranging from 1 (never) to 7 (very often). The Cronbach&#x2019;s alpha for these items was 0.88.</p>
<p>We measured job crafting by adapting the 21-item Job Crafting Scale (<xref ref-type="bibr" rid="B95">Tims et al., 2012</xref>). This scale includes four dimensions: increasing structural resources (five items, e.g., &#x201C;I try to develop my capabilities&#x201D;), decreasing hindering job demands (six items, e.g., &#x201C;I organize my work in such a way as to make sure that I do not have to concentrate for too long a period at once&#x201D;), increasing social job resources (five items, e.g., &#x201C;I ask my supervisor to coach me&#x201D;), increasing challenging job demands (five items, e.g., &#x201C;I try to make my work more challenging by examining the underlying relationships between aspects of my job&#x201D;). This scale has demonstrated good validity in the context of China (<xref ref-type="bibr" rid="B42">Guan and Frenkel, 2019</xref>). The kindergarten teachers were asked to respond on a five-point scale ranging from 1 (never) to 5 (often). The mean Cronbach&#x2019;s alpha for these items was 0.80.</p>
<p>In line with previous research (<xref ref-type="bibr" rid="B61">Liu et al., 2015</xref>; <xref ref-type="bibr" rid="B2">Aryee et al., 2017</xref>), we used the <xref ref-type="bibr" rid="B58">Liang et al. (2012)</xref> five-item promotive voice scale to measure voice behavior. This scale has demonstrated good validity in the context of China (<xref ref-type="bibr" rid="B58">Liang et al., 2012</xref>). The items were scored on a five-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree), a typical item being &#x201C;raising suggestions to improve the kindergarten&#x2019;s working procedure.&#x201D; The scale&#x2019;s alpha reliability in this study is 0.91.</p>
<p>Leader&#x2013;member exchange was assessed using the seven-item scale developed by <xref ref-type="bibr" rid="B88">Scandura and Graen (1984)</xref>. This scale has been validated in China (<xref ref-type="bibr" rid="B103">Zhang et al., 2015</xref>). The respondents were asked, for example, if they agreed with the statement &#x201C;I have an effective working relationship with my supervisor.&#x201D; The items were scored on a six-point Likert scale ranging from 1 (strongly disagree) to 6 (strongly agree). The Cronbach&#x2019;s alpha for this scale was 0.87.</p>
<p>We also controlled for the effects of participant age, tenure, education, and income to exclude possible confounding factors when predicting performance (<xref ref-type="bibr" rid="B30">Eldor and Harpaz, 2016</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="S4">
<title>Results</title>
<sec id="S4.SS1">
<title>Variable Discriminant Validity Test</title>
<p>SPSS 26.0 and AMOS 26.0 were used for the statistical analysis in the current study. To examine whether role overload, withdrawal, job crafting, and voice were distinct constructs, we conducted a confirmatory factor analysis (CFA). As <xref ref-type="table" rid="T1">Table 1</xref> shows, the fit-indices of the four-factor model were good, indicating the independence of these constructs.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Confirmatory factor analysis (CFA) of measurement models.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Model</td>
<td valign="top" align="center">x<sup>2</sup></td>
<td valign="top" align="center">df</td>
<td valign="top" align="center">x<sup>2</sup>/df</td>
<td valign="top" align="center">CFI</td>
<td valign="top" align="center">TLI</td>
<td valign="top" align="center">SRMR</td>
<td valign="top" align="center">RMSEA</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Four-factor model</td>
<td valign="top" align="center">212.979</td>
<td valign="top" align="center">98</td>
<td valign="top" align="center">2.173</td>
<td valign="top" align="center">0.972</td>
<td valign="top" align="center">0.966</td>
<td valign="top" align="center">0.036</td>
<td valign="top" align="center">0.051</td>
</tr>
<tr>
<td valign="top" align="left">Three-factor model</td>
<td valign="top" align="center">477.412</td>
<td valign="top" align="center">101</td>
<td valign="top" align="center">4.727</td>
<td valign="top" align="center">0.908</td>
<td valign="top" align="center">0.891</td>
<td valign="top" align="center">0.090</td>
<td valign="top" align="center">0.091</td>
</tr>
<tr>
<td valign="top" align="left">Two-factor model</td>
<td valign="top" align="center">834.540</td>
<td valign="top" align="center">103</td>
<td valign="top" align="center">8.102</td>
<td valign="top" align="center">0.821</td>
<td valign="top" align="center">0.792</td>
<td valign="top" align="center">0.140</td>
<td valign="top" align="center">0.126</td>
</tr>
<tr>
<td valign="top" align="left">One-factor model</td>
<td valign="top" align="center">2276.217</td>
<td valign="top" align="center">104</td>
<td valign="top" align="center">21.887</td>
<td valign="top" align="center">0.469</td>
<td valign="top" align="center">0.387</td>
<td valign="top" align="center">0.226</td>
<td valign="top" align="center">0.216</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>A four-factor model composed of role overload, withdrawal, job crafting, voice. A three-factor model with role overload, withdrawal combined. A two-factor model with role overload, withdrawal, and job crafting combined. A one-factor model with role overload, withdrawal, job crafting, and voice loaded onto a single factor.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S4.SS2">
<title>Descriptive Statistics and Correlation Analysis</title>
<p><xref ref-type="table" rid="T2">Table 2</xref> displays the means, standard deviations, correlations, and internal consistency reliability estimates for all study variables. As shown in <xref ref-type="table" rid="T2">Table 2</xref>, each study variable has an acceptable degree of internal consistency reliability. The correlations among the study variables are generally consistent with expectations. For instance, a positive correlation was found between employees&#x2019; perception of role overload and withdrawal (<italic>r</italic> = 0.29, <italic>p</italic> &#x003C; 0.01) as well as job crafting (<italic>r</italic> = 0.14, <italic>p</italic> &#x003C; 0.01), providing preliminary support for the notion that role overload contains hindrance and challenge components (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). Moreover, in line with prior research (<xref ref-type="bibr" rid="B81">Pooja et al., 2016</xref>), the correlation be-tween employees&#x2019; perception of role overload and voice is not significant (<italic>r</italic> = &#x2212;0.05), further indicating the complexity of role overload (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). It can also be seen that there is a significant correlation between withdrawal/job crafting and voice.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Means, standard deviations, and correlations among the variables.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"><italic>M</italic></td>
<td valign="top" align="center">SD</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">9</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1. Age</td>
<td valign="top" align="right">30.40</td>
<td valign="top" align="center">8.27</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">2. Education</td>
<td valign="top" align="right">2.59</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">&#x2212;0.11&#x002A;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">3. Income</td>
<td valign="top" align="right">7.56</td>
<td valign="top" align="center">9.06</td>
<td valign="top" align="center">0.86&#x002A;&#x002A;</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">4. Tenure</td>
<td valign="top" align="right">3.68</td>
<td valign="top" align="center">1.64</td>
<td valign="top" align="center">0.30&#x002A;&#x002A;</td>
<td valign="top" align="center">0.48&#x002A;&#x002A;</td>
<td valign="top" align="center">0.37&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">5. Role Overload</td>
<td valign="top" align="right">3.40</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.20&#x002A;&#x002A;</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.13&#x002A;&#x002A;</td>
<td valign="top" align="center">(0.93)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">6. Withdrawal</td>
<td valign="top" align="right">2.05</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">&#x2212;0.22&#x002A;&#x002A;</td>
<td valign="top" align="center">0.26&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2212;0.13&#x002A;&#x002A;</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.29&#x002A;&#x002A;</td>
<td valign="top" align="center">(0.88)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">7. Job Crafting</td>
<td valign="top" align="right">3.52</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">0.20&#x002A;&#x002A;</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.17&#x002A;&#x002A;</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">0.14&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2212;0.10&#x002A;</td>
<td valign="top" align="center">(0.80)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">8. Voice</td>
<td valign="top" align="right">3.78</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">0.23&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2212;0.10&#x002A;</td>
<td valign="top" align="center">0.20&#x002A;&#x002A;</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">&#x2013;0.05</td>
<td valign="top" align="center">&#x2212;0.32&#x002A;&#x002A;</td>
<td valign="top" align="center">0.31&#x002A;&#x002A;</td>
<td valign="top" align="center">(0.91)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">9. LMX</td>
<td valign="top" align="right">3.88</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.23&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2212;0.15&#x002A;&#x002A;</td>
<td valign="top" align="center">0.16&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2013;0.06</td>
<td valign="top" align="center">&#x2212;0.13&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x2212;0.34&#x002A;&#x002A;</td>
<td valign="top" align="center">0.34&#x002A;&#x002A;</td>
<td valign="top" align="center">0.45&#x002A;&#x002A;</td>
<td valign="top" align="center">(0.87)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>n = 466; &#x002A;&#x002A;p &#x003C; 0.01, &#x002A;p &#x003C; 0.05. Cronbach&#x2019;s alpha is in parentheses.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S4.SS3">
<title>Hypothesis Testing</title>
<sec id="S4.SS3.SSS1">
<title>The Relationship Between Role Overload and Voice</title>
<p>To test Hypotheses 1a and 1b, we conducted an ordinary least squares regression. Employee perceived role overload at Time 1 was positively associated with self-reported withdrawal (&#x03B2; = 0.291, <italic>p</italic> &#x003C; 0.001) and job crafting (&#x03B2; = 0.139, <italic>p</italic> &#x003C; 0.05) at Time 2. To test for the mediation effect outlined in Hypotheses 2a and 2b, we used Model 4 of <xref ref-type="bibr" rid="B45">Hayes (2013)</xref> PROCESS macro for SPSS with 2,000 bootstrapped samples and included the control variables. The indirect effect is significant if the 95% confidence interval (CI) excludes zero. The analyses indicated a significant negative relationship between role overload and voice via withdrawal (indirect effect = &#x2212;0.039, SE = 0.010, 95% CI = &#x2212;0.061 to &#x2212;0.022; direct effect = &#x2212;0.009, SE = 0.026, 95% CI = &#x2212;0.061 to 0.042) and a significant positive relationship between role overload and voice through job crafting (indirect effect = 0.017, SE = 0.007, 95% CI = 0.005 to 0.032; direct effect = &#x2212;0.009, SE = 0.026, 95% CI = &#x2212;0.061 to 0.042) (for an index summary, see <xref ref-type="table" rid="T3">Table 3</xref>). Together, these results provide support for Hypotheses 1a, 1b and 2a, 2b.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Summary of indirect effects and moderated indirect effects.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Effects</td>
<td valign="top" align="center">Estimates</td>
<td valign="top" align="center"><italic>SE</italic></td>
<td valign="top" align="center">95% confidence intervals</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4"><bold>Perceived role overload &#x2192; withdrawal &#x2192; Voice</bold></td>
</tr>
<tr>
<td valign="top" align="left">Indirect effects</td>
<td valign="top" align="center">&#x2013;0.039</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">[&#x2212;0.061, &#x2212;0.022]</td>
</tr>
<tr>
<td valign="top" align="left">Moderated mediation</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">High-LMX</td>
<td valign="top" align="center">&#x2013;0.030</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">[&#x2212;0.053, &#x2212;0.010]</td>
</tr>
<tr>
<td valign="top" align="left">Low-LMX</td>
<td valign="top" align="center">&#x2013;0.047</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">[&#x2212;0.075, &#x2212;0.023]</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><bold>Perceived role overload &#x2192; Job crafting &#x2192; Voice</bold></td>
</tr>
<tr>
<td valign="top" align="left">Indirect effects</td>
<td valign="top" align="center">0.017</td>
<td valign="top" align="center">0.007</td>
<td valign="top" align="center">[0.005, 0.032]</td>
</tr>
<tr>
<td valign="top" align="left">Moderated mediation</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">High-LMX</td>
<td valign="top" align="center">0.042</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">[0.021, 0.065]</td>
</tr>
<tr>
<td valign="top" align="left">Low-LMX</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">[&#x2212;0.007, 0.032]</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S4.SS3.SSS2">
<title>Moderating Effect of Leader&#x2013;Member Exchange</title>
<p>To test the moderating effect of LMX, we examined the interactive effect of LMX and perceived role overload on withdrawal. As <xref ref-type="table" rid="T4">Table 4</xref> illustrates, perceived role overload (&#x03B2; = 0.273, <italic>p</italic> &#x003C; 0.001) was positively associated with withdrawal, whereas LMX (&#x03B2; = &#x2212;0.251, <italic>p</italic> &#x003C; 0.001) was negatively associated with withdrawal (Model 2 and 3). After the inclusion of the interaction term, the model did not explain more variance (<italic>R</italic><sup>2</sup> = 0.239; &#x0394;<italic>R</italic><sup>2</sup> = 0.003, n.s.) and showed that the interaction term was not significant (&#x03B2; = &#x2212;0.276, n.s.). We plotted the interaction (see <xref ref-type="fig" rid="F2">Figure 2</xref>) to aid interpretation and found that it was not within our expectations. Then the methods of <xref ref-type="bibr" rid="B45">Hayes (2013)</xref> were used to test Hypothesis 3a. The results suggested that when LMX was low (one standard deviation below the mean of the LMX), the mediated model was significant (conditional indirect effect = &#x2212;0.047, SE = 0.013, 95% CI = &#x2212;0.075 to &#x2212;0.023, not including 0). When LMX was high (one standard deviation above the mean of the LMX), the mediated model was also significant (conditional indirect effect = &#x2212;0.030, SE = 0.011, 95% CI = &#x2212;0.053 to &#x2212;0.010, not including 0). However, the index of moderated mediation was not significant (index = 0.009, SE = 0.008, 95% CI = &#x2212;0.007 to 0.026, including 0). In other words, as perceived role overload increases, employees are more inclined to withdraw, no matter the quality of LMX. Hence, Hypothesis 3a was not supported.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Regression analyses for the effect of perceived role overload and withdrawal.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center" colspan="4">Withdrawal<hr/></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">M1</td>
<td valign="top" align="center">M2</td>
<td valign="top" align="center">M3</td>
<td valign="top" align="center">M4</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left">&#x2212;0.312&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2212;0.350&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2212;0.264&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2212;0.267&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">Education</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.244&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.184&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.173&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.174&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">Income</td>
<td valign="top" align="left">&#x2013;0.049</td>
<td valign="top" align="left">&#x2013;0.048</td>
<td valign="top" align="left">&#x2013;0.071</td>
<td valign="top" align="left">&#x2013;0.073</td>
</tr>
<tr>
<td valign="top" align="left">Tenure</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.157</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.171&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.147</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.155</td>
</tr>
<tr>
<td valign="top" align="left">Role overload</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.273&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.241&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.465&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">LMX</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2212;0.251&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2013;0.067</td>
</tr>
<tr>
<td valign="top" align="left">Role overload &#x00D7; LMX</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2013;0.276</td>
</tr>
<tr>
<td valign="top" align="left"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.109</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.179</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.236</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.239</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>R</italic><sup>2</sup></td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.071</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.057</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.003</td>
</tr>
<tr>
<td valign="top" align="left"><italic>F</italic></td>
<td valign="top" align="left">13.553&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">19.415&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">22.864&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">19.878&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>F</italic></td>
<td valign="top" align="left"/>
<td valign="top" align="left">38.315&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">33.092&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;1.735</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>n = 466; &#x002A;&#x002A;&#x002A;p &#x003C; 0.001, &#x002A;&#x002A;p &#x003C; 0.01, &#x002A;p &#x003C; 0.05.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>The interactive effect of perceived role overload and LMX on withdrawal.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-12-748732-g002.tif"/>
</fig>
<p>To test Hypothesis 3b, we followed the same procedure. First, we found that both perceived role overload (&#x03B2; = 0.118, <italic>p</italic> &#x003C; 0.05) and LMX (&#x03B2; = 0.341, <italic>p</italic> &#x003C; 0.001) are positively related to job crafting (<xref ref-type="table" rid="T5">Table 5</xref>, Model 6 and 7). The results show that after the incorporation of the interaction term, the model explained significantly more variance (<italic>R</italic><sup>2</sup> = 0.175; &#x0394;<italic>R</italic><sup>2</sup> = 0.010, <italic>p</italic> &#x003C; 0.05) and that the interaction term was significant (&#x03B2; = 0.516, <italic>p</italic> &#x003C; 0.05). We plotted the interaction (see <xref ref-type="fig" rid="F3">Figure 3</xref>) to aid interpretation; the figure indicated an expected direction. In addition, the methods of <xref ref-type="bibr" rid="B45">Hayes (2013)</xref> were used to test the moderated mediation effect. The results suggested that when LMX was low (one standard deviation below the mean), the mediated model was not significant (conditional indirect effect = 0.011, SE = 0.010, 95% CI = &#x2212;0.007 to 0.032, including 0). When LMX was high (one standard deviation above the mean of the LMX), however, the mediated model was significant (conditional indirect effect = 0.042, SE = 0.011, 95% CI = 0.021 to 0.065, not including 0). The index of moderated mediation was significant (index = 0.017, SE = 0.008, 95% CI = 0.002 to 0.034, not including 0). This provides full support for Hypothesis 3b (for the index summary, see <xref ref-type="table" rid="T3">Table 3</xref>). In other words, although perceived role overload is generally associated with employees&#x2019; voice behavior, this effect is stronger when LMX is high but dissipated when LMX is low.</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>Regression analyses for the effect of perceived role overload and job crafting.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center" colspan="4">Job Crafting<hr/></td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">M5</td>
<td valign="top" align="center">M6</td>
<td valign="top" align="center">M7</td>
<td valign="top" align="center">M8</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.239&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.223&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.105</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.112</td>
</tr>
<tr>
<td valign="top" align="left">Education</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.082</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.056</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.071</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.070</td>
</tr>
<tr>
<td valign="top" align="left">Income</td>
<td valign="top" align="left">&#x2013;0.050</td>
<td valign="top" align="left">&#x2013;0.049</td>
<td valign="top" align="left">&#x2013;0.018</td>
<td valign="top" align="left">&#x2013;0.014</td>
</tr>
<tr>
<td valign="top" align="left">Tenure</td>
<td valign="top" align="left">&#x2013;0.014</td>
<td valign="top" align="left">&#x2013;0.008</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.024</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.010</td>
</tr>
<tr>
<td valign="top" align="left">Role overload</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.118&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.162&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2013;0.256</td>
</tr>
<tr>
<td valign="top" align="left">LMX</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.341&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x2013;0.002</td>
</tr>
<tr>
<td valign="top" align="left">Role overload &#x00D7; LMX</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.516&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.046</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.059</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.165</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.175</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>R</italic><sup>2</sup></td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;0.013</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.105</td>
<td valign="top" align="left">&#x00A0;&#x00A0;0.010</td>
</tr>
<tr>
<td valign="top" align="left"><italic>F</italic></td>
<td valign="top" align="left">&#x00A0;&#x00A0;5.399&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;5.616&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">14.583&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">13.426&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>F</italic></td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x00A0;&#x00A0;6.23&#x002A;</td>
<td valign="top" align="left">55.942&#x002A;&#x002A;&#x002A;</td>
<td valign="top" align="left">&#x00A0;&#x00A0;5.581&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>n = 466; &#x002A;&#x002A;&#x002A;p &#x003C; 0.001, &#x002A;&#x002A;p &#x003C; 0.01, &#x002A;p &#x003C; 0.05.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>The interactive effect of perceived role overload and LMX on job crafting.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-12-748732-g003.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="S5">
<title>Discussion</title>
<p>Through a two-wave field study in China, we found support for our hypotheses that role overload is a mixing stressor. Building on the hindrance&#x2013;challenge framework (<xref ref-type="bibr" rid="B15">Cavanaugh et al., 2000</xref>) and the BIS/BAS perspective (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>), our study showed that, on the one hand, role overload positively related to a typical BIS response (withdrawal), which in turn is negatively associated with employees&#x2019; extra-role performance (voice). On the other hand, role overload also positively correlated with a typical BAS response (job crafting), which in turn is positively associated with extra-role performance (voice). We further demonstrate that the positive mediated effect was moderated by LMX. Specifically, our findings indicate that the higher the LMX relationship is rated by employees, the stronger the positive relationship between role overload and the BAS response (job crafting). However, inconsistently with our expectations that LMX would buffer the positive association between role overload and the BIS response (withdrawal), our findings indicate that the relationship between role overload and withdrawal remains positive, no matter the quality of LMX. One possible explanation is that humans are more sensitive to losses and threats (<xref ref-type="bibr" rid="B48">Hobfoll, 2001</xref>). Even though a good LMX relationship with the supervisor implies for employees that role overload contains an opportunity for gaining reward and personal growth, thus inducing employees to display proactive behaviors (job crafting), people may not let down their guard against the potential threats of role overload. This is not contradictory because, according to theoretical and empirical findings, the BIS and the BAS are two independent systems (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>; <xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>); therefore, withdrawal and job crafting are independent behaviors such that employees can proactively pursue rewards and growth when the LMX relationship is better while simultaneously displaying withdrawal behaviors to keep threat situations away. For example, A kindergarten teacher who has a high-LMX quality with a superior may try her/his best to organize the Children&#x2019;s Day party while completing her/his daily teaching tasks (a situation that may lead to role overload), but she or he may also try to keep her/his distance from redundant tasks to avoid exhaustion. That is, while a better LMX relationship could make employees work harder to complete challenging tasks, it may not prevent them from avoiding obstructive tasks. Indeed, prior studies have suggested that threat and challenge appraisals are not mutually exclusive and can occur simultaneously (<xref ref-type="bibr" rid="B34">Folkman, 1984</xref>).</p>
<sec id="S5.SS1">
<title>Theoretical Implications</title>
<p>By expanding upon and complementing the previous empirical findings in the role stressors literature, this paper makes some important contributions. First, our findings have contributed to the literature by proposing and testing an integrated model through which role overload can be experienced as hindrance and challenge stressors simultaneously, thus being in turn negatively and positively related to extra-role performance. In doing so, the current model helps reconcile the disparate findings pertaining to the effects of role overload and extra-role performance, as previous scholars have mentioned (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). In fact, we are not the first to argue for the duality of role overload; others have noted that role overload contains components both of hindrance and challenge stressors (<xref ref-type="bibr" rid="B36">Gilboa et al., 2008</xref>; <xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>). The present results, however, provide the first empirical evidence for the hypothesis that employees may perceive role overload as a hindrance and as a challenge stressor. For future research about role stressors, our results suggest that we should pay more attention to the duality of role overload. Our understanding may not be comprehensive if we just regard role overload as either a hindrance or a challenge stressor.</p>
<p>Second, our study also contributes to the BIS/BAS framework. Our results indicate that the relationships between role overload and extra-role performance are channeled through withdrawal and job crafting, indirectly suggesting that the BIS and BAS regulation systems (<xref ref-type="bibr" rid="B12">Carver, 2006</xref>) may play important roles in these relationships. By arguing that withdrawal and job crafting may represent two prototypical responses of two independent and biologically based self-regulation systems, the BIS and BAS, this study helps to expand the application of the BIS/BAS perspective to explain the controversial findings regarding role overload (<xref ref-type="bibr" rid="B29">Eatough et al., 2011</xref>; <xref ref-type="bibr" rid="B81">Pooja et al., 2016</xref>; <xref ref-type="bibr" rid="B67">Montani and Dagenais-Desmarais, 2018</xref>). This method is consistent with the study by <xref ref-type="bibr" rid="B89">Sherf et al. (2021)</xref>, which drew on the BIS/BAS perspective to distinguish between two distinct behavioral responses to generate theory for distinct antecedents and outcomes.</p>
<p>Third, our study revealed the moderating effects of LMX, thus extending the booming literature on leadership and job-related stressors. Prior studies have uncovered the important role of leadership and LMX in the relationship between role stressors and workplace outcomes. For instance, a high level of social support from a supervisor can weaken the negative influence of role stressors on deviant behavior by employees (<xref ref-type="bibr" rid="B16">Chiu et al., 2015</xref>). Authentic leadership can influence subordinates&#x2019; OCBs through role overload (<xref ref-type="bibr" rid="B105">Zhang and Xie, 2017</xref>). Leaders&#x2019; need for structure can moderate the association between role overload and job crafting, such that job crafting is strongest when leaders&#x2019; need for structure is low (<xref ref-type="bibr" rid="B92">Solberg and Wong, 2016</xref>). However, the results regarding the role of LMX have not always been consistent with researchers&#x2019; expectations. For example, some studies have demonstrated that LMX can reduce the negative influence of hindrance stressors on task performance and OCBs (<xref ref-type="bibr" rid="B64">McLarty et al., 2020</xref>), as well as affective commitment (<xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>). Nevertheless, contrary to the expectation that LMX acts as a buffer against the negative correlation between stressors and ego depletion, <xref ref-type="bibr" rid="B99">Xia et al. (2020)</xref> found that hindrance stressors are associated with higher resource depletion in employees with high-LMX relationships. Thus, our study offers a new understanding of how LMX can impact the process for employees to cope with job stressors. That is, higher LMX quality may enhance the positive effects but difficult to buffer the negative effects of role overload on extra-role performance.</p>
</sec>
<sec id="S5.SS2">
<title>Practical Implications</title>
<p>Our findings have several important implications for practice. The broader implication of our study is that employees and supervisors need to be mindful that role overload, one of the most common role stressors in the workplace, is a stressor containing both hindrance and challenge components. Thus, viewing role overload dialectically and making a greater attempt to maximize the challenging facet and minimize the hindrance facet of role overload is crucial.</p>
<p>For employees, it should be beneficial to recognize the growth and reward opportunities role overload may contain. When employees perceive themselves as having too many responsibilities or activities, the best coping strategy is not to exhibit withdrawal behavior (e.g., absenteeism, reduce effort), as this is harmful to their performance, and a low performance level may have a negative impact on their career development and promotion prospects. It could be beneficial to cope with role overload proactively.</p>
<p>For organizations, the negative effects of role overload should be of particular concern. Our study indicated that the negative effects of role overload on performance may be difficult to eliminate. Unfortunately, the relative costs and benefits of role overload are still poorly understood. However, effective management of role overload is undoubtedly beneficial. Organizations should provide support to employees. This could be reducing someone&#x2019;s workload to just what is necessary (<xref ref-type="bibr" rid="B1">American Psychological Association, 2019</xref>). Moreover, as we have noted at the beginning, technology (e.g., instant message) may increase employees&#x2019; perception of role overload. Some practices that help workers recover from exhaustion may be beneficial, such as arranging a smartphone-free night for employees (<xref ref-type="bibr" rid="B17">Colbert et al., 2016</xref>), and human resources practices like internal marketing that is helpful to ease the organizational stress (<xref ref-type="bibr" rid="B69">Nemteanu and Dabija, 2021</xref>).</p>
<p>Finally, according to our research findings, leaders play a key role in influencing BIS/BAS responses to role overload. Supervisors should bear in mind the key role they may play in the process of subordinates&#x2019; interpretation of role overload. Thus, we suggest that it can be beneficial for supervisors to improve their leadership skills, especially those that could help them transmit key information about reward prospects and encourage subordinates to take responsibility proactively (<xref ref-type="bibr" rid="B78">Piccolo and Colquitt, 2006</xref>). Moreover, both supervisors and subordinates should try their best to develop higher LMX quality to evoke better performance from employees (<xref ref-type="bibr" rid="B66">Montani et al., 2017</xref>).</p>
</sec>
<sec id="S5.SS3">
<title>Limitations and Future Research</title>
<p>Our study has some limitations that bear mentioning. First, as with most organizational research, our research employed a non-experimental design, which prevents us from making causal inferences regarding the linkages in the model. To fully pinpoint causality, an experimental design would be better suited, so as to rule out other possible alternative pathways. Second, the measurement of study variables relied on employees&#x2019; self-reports. Therefore, our study is not free from common method biases (<xref ref-type="bibr" rid="B80">Podsakoff et al., 2003</xref>). However, we used a time-lagged design, which may reduce concerns about this limitation. Third, the analysis unit of our research is between-individual, so it cannot find out more precise information about the outcomes of role overload. Long-term longitudinal studies are needed that can provide a more accurate understanding of within-person changes in response to role overload. Indeed, as argued by <xref ref-type="bibr" rid="B89">Sherf et al. (2021)</xref>, the BIS and BAS are different and independent regulation systems; thus, the prototypical responses of BIS and BAS can appear simultaneously. Thus, it is possible for an employee to exhibit BIS and BAS responses in a single day. It would be interesting to extend the theory regarding how within-person variance in role overload predicts changes in BIS and BAS responses over time. Finally, we relied on BIS/BAS perspective accounts for the mediating role of role overload&#x2019;s effects but did not include variables representing the process through which such effects are transmitted. Instead, consistent with a prior study (<xref ref-type="bibr" rid="B89">Sherf et al., 2021</xref>), we argued for the two prototypical behaviors of BIS/BAS as mechanisms between role overload and extra-role performance. This is because current measurements of BIS/BAS are used in the research area of personality psychology (<xref ref-type="bibr" rid="B14">Carver and White, 1994</xref>; <xref ref-type="bibr" rid="B25">Diefendorff and Mehta, 2007</xref>). It may be helpful in the future to develop a measure of the two dimensions to capture the state of BIS/BAS regulations, as in other approach/avoidance self-regulatory studies (<xref ref-type="bibr" rid="B71">Neubert et al., 2008</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="S6">
<title>Conclusion</title>
<p>Taken together, the current research helps uncover the mechanisms and boundary conditions associated with the effects of role overload on employees&#x2019; extra-role performance. Drawing on an integrated perspective of the hindrance&#x2013;challenge framework as well as the BIS/BAS perspective, we break new ground in research on role overload. Our findings examined the idea that role overload contains both hindrance and challenge components by offering empirical evidence that role overload can activate two prototypical behavioral responses of the BIS and BAS regulatory systems&#x2014;withdrawal and job crafting &#x2014;which, in turn, exert negative and positive effects, respectively, on extra-role performance. Moreover, our results indicated that when LMX is high, the negative effect of role overload still existed; the positive effect of role overload, however, is boosted. In sum, our research has revealed the duality characteristic of role overload and has clarified how role overload affects extra-role performance, taking us one step further toward a thorough understanding of the relationship between role overload and extra-role performance.</p>
</sec>
<sec sec-type="data-availability" id="S7">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S8">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee of Sichuan Normal University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S9">
<title>Author Contributions</title>
<p>BH contributed to the central idea. BH and LM analyzed most of the data and wrote the initial draft of the manuscript. WX collected part of the data, carried out additional analyses, and finalized the manuscript. All authors discussed the results and revised the manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</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 sec-type="disclaimer" id="pudiscl1">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="S10">
<title>Funding</title>
<p>This research was funded by Project of National Education Sciences Planning (EAA190460).</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><collab>American Psychological Association</collab> (<year>2019</year>). <source><italic>Stress in America: Stress and Current Events.</italic></source> <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Psychological Association</publisher-name>.</citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aryee</surname> <given-names>S.</given-names></name> <name><surname>Walumbwa</surname> <given-names>F. O.</given-names></name> <name><surname>Mondejar</surname> <given-names>R.</given-names></name> <name><surname>Chu</surname> <given-names>C. W. L.</given-names></name></person-group> (<year>2017</year>). <article-title>Core self-evaluations and employee voice behavior: test of a dual-motivational pathway.</article-title> <source><italic>J. Manag.</italic></source> <volume>43</volume> <fpage>946</fpage>&#x2013;<lpage>966</lpage>. <pub-id pub-id-type="doi">10.1177/0149206314546192</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barley</surname> <given-names>S. R.</given-names></name> <name><surname>Meyerson</surname> <given-names>D. E.</given-names></name> <name><surname>Grodal</surname> <given-names>S.</given-names></name></person-group> (<year>2011</year>). <article-title>Email as a source and symbol of stress.</article-title> <source><italic>Org. Sci.</italic></source> <volume>22</volume> <fpage>887</fpage>&#x2013;<lpage>906</lpage>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beehr</surname> <given-names>T. A.</given-names></name> <name><surname>Glaser</surname> <given-names>K. M.</given-names></name> <name><surname>Canali</surname> <given-names>K. G.</given-names></name> <name><surname>Wallwey</surname> <given-names>D. A.</given-names></name></person-group> (<year>2001</year>). <article-title>Back to basics: re-examination of demand-control theory of occupational stress.</article-title> <source><italic>Work Stress</italic></source> <volume>15</volume> <fpage>115</fpage>&#x2013;<lpage>130</lpage>. <pub-id pub-id-type="doi">10.1080/02678370110067002</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bliese</surname> <given-names>P. D.</given-names></name> <name><surname>Edwards</surname> <given-names>J. R.</given-names></name> <name><surname>Sonnentag</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Stress and well-being at work: a century of empirical trends reflecting theoretical and societal influences.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>102</volume> <fpage>389</fpage>&#x2013;<lpage>402</lpage>. <pub-id pub-id-type="doi">10.1037/apl0000109</pub-id> <pub-id pub-id-type="pmid">28125263</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boswell</surname> <given-names>W. R.</given-names></name> <name><surname>Olson-Buchanan</surname> <given-names>J. B.</given-names></name> <name><surname>LePine</surname> <given-names>M. A.</given-names></name></person-group> (<year>2004</year>). <article-title>Relations between stress and work outcomes: the role of felt challenge, job control, and psychological strain.</article-title> <source><italic>J. Vocat. Behav.</italic></source> <volume>64</volume> <fpage>165</fpage>&#x2013;<lpage>181</lpage>. <pub-id pub-id-type="doi">10.1016/s0001-8791(03)00049-6</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bowlin</surname> <given-names>N. A.</given-names></name> <name><surname>Alarcon</surname> <given-names>G. M.</given-names></name> <name><surname>Bragg</surname> <given-names>C. B.</given-names></name> <name><surname>Hartman</surname> <given-names>M. J.</given-names></name></person-group> (<year>2015</year>). <article-title>A meta-analytic examination of the potential correlates and consequences of workload.</article-title> <source><italic>Work Stress</italic></source> <volume>29</volume> <fpage>1</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1080/02678373.2015.1033037</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campbell</surname> <given-names>J. P.</given-names></name></person-group> (<year>1990</year>). &#x201C;<article-title>Modelling the performance prediction problem in industrial and organizational psychology</article-title>,&#x201D; in <source><italic>Handbook of Industrial and Organizational Psychology</italic></source>, <edition>2 Edn</edition>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Dunnette</surname> <given-names>M. D.</given-names></name> <name><surname>Hough</surname> <given-names>L. M.</given-names></name></person-group> (<publisher-loc>Palo Alto, CA</publisher-loc>: <publisher-name>Consulting Psychologist Press</publisher-name>), <fpage>678</fpage>&#x2013;<lpage>732</lpage>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Caplan</surname> <given-names>R. D.</given-names></name> <name><surname>Jones</surname> <given-names>K. W.</given-names></name></person-group> (<year>1975</year>). <article-title>Effects of work load, role ambiguity, and type-a personality on anxiety, depression, and heart-rate.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>60</volume> <fpage>713</fpage>&#x2013;<lpage>719</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.60.6.713</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carlson</surname> <given-names>D. S.</given-names></name> <name><surname>Thompson</surname> <given-names>M. J.</given-names></name> <name><surname>Kacmar</surname> <given-names>K. M.</given-names></name></person-group> (<year>2019</year>). <article-title>Double crossed: the spillover and crossover effects of work demands on work outcomes through the family.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>104</volume> <fpage>214</fpage>&#x2013;<lpage>228</lpage>. <pub-id pub-id-type="doi">10.1037/apl0000348</pub-id> <pub-id pub-id-type="pmid">30179020</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cartwright</surname> <given-names>S.</given-names></name> <name><surname>Cooper</surname> <given-names>C.</given-names></name></person-group> (<year>1997</year>). <source><italic>Managing Workplace Stress.</italic></source> <publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage</publisher-name>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carver</surname> <given-names>C. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Approach, avoidance, and the self-regulation of affect and action.</article-title> <source><italic>Motiv. Emot.</italic></source> <volume>30</volume> <fpage>105</fpage>&#x2013;<lpage>110</lpage>. <pub-id pub-id-type="doi">10.1007/s11031-006-9044-7</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carver</surname> <given-names>C. S.</given-names></name> <name><surname>Scheier</surname> <given-names>M. F.</given-names></name></person-group> (<year>1982</year>). <article-title>Control-theory - a useful conceptual-framework for personality-social, clinical, and health psychology.</article-title> <source><italic>Psychol. Bull.</italic></source> <volume>92</volume> <fpage>111</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1037/0033-2909.92.1.111</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carver</surname> <given-names>C. S.</given-names></name> <name><surname>White</surname> <given-names>T. L.</given-names></name></person-group> (<year>1994</year>). <article-title>Behavioral-inhibition, behavioral activation, and affective responses to impending reward and punishment - the bis/bas scales.</article-title> <source><italic>J. Pers. Soc. Psychol.</italic></source> <volume>67</volume> <fpage>319</fpage>&#x2013;<lpage>333</lpage>. <pub-id pub-id-type="doi">10.1037/0022-3514.67.2.319</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cavanaugh</surname> <given-names>M. A.</given-names></name> <name><surname>Boswell</surname> <given-names>W. R.</given-names></name> <name><surname>Roehling</surname> <given-names>M. V.</given-names></name> <name><surname>Boudreau</surname> <given-names>J. W.</given-names></name></person-group> (<year>2000</year>). <article-title>An empirical examination of self-reported work stress among us managers.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>85</volume> <fpage>65</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.85.1.65</pub-id> <pub-id pub-id-type="pmid">10740957</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiu</surname> <given-names>S. F.</given-names></name> <name><surname>Yeh</surname> <given-names>S. P.</given-names></name> <name><surname>Huang</surname> <given-names>T. C.</given-names></name></person-group> (<year>2015</year>). <article-title>Role stressors and employee deviance: the moderating effect of social support.</article-title> <source><italic>Pers. Rev.</italic></source> <volume>44</volume> <fpage>308</fpage>&#x2013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1108/Pr-11-2012-0191</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Colbert</surname> <given-names>A.</given-names></name> <name><surname>Yee</surname> <given-names>N.</given-names></name> <name><surname>George</surname> <given-names>G.</given-names></name></person-group> (<year>2016</year>). <article-title>The digital workforce and the workplace of the future.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>59</volume> <fpage>731</fpage>&#x2013;<lpage>739</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2016.4003</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cooper</surname> <given-names>C.</given-names></name></person-group> (<year>1987</year>). &#x201C;<article-title>The experience and management of stress: job and organizational determinants</article-title>,&#x201D; in <source><italic>Occupational Stress and Organizational Effectiveness</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Riley</surname> <given-names>A. W.</given-names></name> <name><surname>Zaccaro</surname> <given-names>S. J.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Praeger</publisher-name>), <fpage>53</fpage>&#x2013;<lpage>69</lpage>.</citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cooper</surname> <given-names>C. L.</given-names></name> <name><surname>Dewe</surname> <given-names>P. J.</given-names></name> <name><surname>O&#x2019;Driscoll</surname> <given-names>M. P.</given-names></name></person-group> (<year>2003</year>). <source><italic>Organizational Stress: A Review and Critique of Theory, Research, and Applications.</italic></source> <publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage</publisher-name>.</citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Corr</surname> <given-names>P. J.</given-names></name> <name><surname>McNaughton</surname> <given-names>N.</given-names></name></person-group> (<year>2012</year>). <article-title>Neuroscience and approach/avoidance personality traits: a two stage (valuation-motivation) approach.</article-title> <source><italic>Neurosci. Biobehav. Rev.</italic></source> <volume>36</volume> <fpage>2339</fpage>&#x2013;<lpage>2354</lpage>. <pub-id pub-id-type="doi">10.1016/j.neubiorev.2012.09.013</pub-id> <pub-id pub-id-type="pmid">23041073</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Crawford</surname> <given-names>E. R.</given-names></name> <name><surname>LePine</surname> <given-names>J. A.</given-names></name> <name><surname>Rich</surname> <given-names>B. L.</given-names></name></person-group> (<year>2010</year>). <article-title>Linking job demands and resources to employee engagement and burnout: a theoretical extension and meta-analytic test.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>95</volume> <fpage>834</fpage>&#x2013;<lpage>848</lpage>. <pub-id pub-id-type="doi">10.1037/a0019364</pub-id> <pub-id pub-id-type="pmid">20836586</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deci</surname> <given-names>E. L.</given-names></name> <name><surname>Ryan</surname> <given-names>R. M.</given-names></name></person-group> (<year>2000</year>). <article-title>The &#x0022;what&#x0022; and &#x0022;why&#x0022; of goal pursuits: human needs and the self-determination of behavior.</article-title> <source><italic>Psychol. Inq.</italic></source> <volume>11</volume> <fpage>227</fpage>&#x2013;<lpage>268</lpage>. <pub-id pub-id-type="doi">10.1207/S15327965pli1104_01</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Demerouti</surname> <given-names>E.</given-names></name></person-group> (<year>2014</year>). <article-title>Design your own job through job crafting.</article-title> <source><italic>Eur. Psychol.</italic></source> <volume>19</volume> <fpage>237</fpage>&#x2013;<lpage>247</lpage>. <pub-id pub-id-type="doi">10.1027/1016-9040/a000188</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Demerouti</surname> <given-names>E.</given-names></name> <name><surname>Bakker</surname> <given-names>A. B.</given-names></name> <name><surname>Nachreiner</surname> <given-names>F.</given-names></name> <name><surname>Schaufeli</surname> <given-names>W. B.</given-names></name></person-group> (<year>2011</year>). <article-title>The job demands-resources model of burnout.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>86</volume> <fpage>499</fpage>&#x2013;<lpage>512</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.86.3.499</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Diefendorff</surname> <given-names>J. M.</given-names></name> <name><surname>Mehta</surname> <given-names>K.</given-names></name></person-group> (<year>2007</year>). <article-title>The relations of motivational traits with workplace deviance.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>92</volume> <fpage>967</fpage>&#x2013;<lpage>977</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.92.4.967</pub-id> <pub-id pub-id-type="pmid">17638458</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dienesch</surname> <given-names>R. M.</given-names></name> <name><surname>Liden</surname> <given-names>R. C.</given-names></name></person-group> (<year>1986</year>). <article-title>Leader-member exchange model of leadership: a critique and further development.</article-title> <source><italic>Acad. Manage. Rev.</italic></source> <volume>11</volume> <fpage>618</fpage>&#x2013;<lpage>634</lpage>. <pub-id pub-id-type="doi">10.2307/258314</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dulebohn</surname> <given-names>J. H.</given-names></name> <name><surname>Bommer</surname> <given-names>W. H.</given-names></name> <name><surname>Liden</surname> <given-names>R. C.</given-names></name> <name><surname>Brouer</surname> <given-names>R. L.</given-names></name> <name><surname>Ferris</surname> <given-names>G. R.</given-names></name></person-group> (<year>2012</year>). <article-title>A meta-analysis of antecedents and consequences of leader-member exchange integrating the past with an eye toward the future.</article-title> <source><italic>J. Manag.</italic></source> <volume>38</volume> <fpage>1715</fpage>&#x2013;<lpage>1759</lpage>. <pub-id pub-id-type="doi">10.1177/0149206311415280</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dwyer</surname> <given-names>D. J.</given-names></name> <name><surname>Ganster</surname> <given-names>D. C.</given-names></name></person-group> (<year>1991</year>). <article-title>The effects of job demands and control on employee attendance and satisfaction.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>12</volume> <fpage>595</fpage>&#x2013;<lpage>608</lpage>. <pub-id pub-id-type="doi">10.1002/job.4030120704</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eatough</surname> <given-names>E. M.</given-names></name> <name><surname>Chang</surname> <given-names>C. H.</given-names></name> <name><surname>Miloslavic</surname> <given-names>S. A.</given-names></name> <name><surname>Johnson</surname> <given-names>R. E.</given-names></name></person-group> (<year>2011</year>). <article-title>Relationships of role stressors with organizational citizenship behavior: a meta-analysis.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>96</volume> <fpage>619</fpage>&#x2013;<lpage>632</lpage>. <pub-id pub-id-type="doi">10.1037/a0021887</pub-id> <pub-id pub-id-type="pmid">21244128</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eldor</surname> <given-names>L.</given-names></name> <name><surname>Harpaz</surname> <given-names>I.</given-names></name></person-group> (<year>2016</year>). <article-title>A process model of employee engagement: the learning climate and its relationship with extra-role performance behaviors.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>37</volume> <fpage>213</fpage>&#x2013;<lpage>235</lpage>. <pub-id pub-id-type="doi">10.1002/job.2037</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elliot</surname> <given-names>A. J.</given-names></name></person-group> (<year>2006</year>). <article-title>The hierarchical model of approach-avoidance motivation.</article-title> <source><italic>Motiv. Emot.</italic></source> <volume>30</volume> <fpage>111</fpage>&#x2013;<lpage>116</lpage>. <pub-id pub-id-type="doi">10.1007/s11031-006-9028-7</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fay</surname> <given-names>D.</given-names></name> <name><surname>Sonnentag</surname> <given-names>S.</given-names></name></person-group> (<year>2002</year>). <article-title>Rethinking the effects of stressors: a longitudinal study on personal initiative.</article-title> <source><italic>J. Occup. Health Psychol.</italic></source> <volume>7</volume> <fpage>221</fpage>&#x2013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1037//1076-8998.7.3.221</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fisher</surname> <given-names>D. M.</given-names></name></person-group> (<year>2014</year>). <article-title>A multilevel cross-cultural examination of role overload and organizational commitment: investigating the interactive effects of context.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>99</volume> <fpage>723</fpage>&#x2013;<lpage>736</lpage>. <pub-id pub-id-type="doi">10.1037/a0035861</pub-id> <pub-id pub-id-type="pmid">24512027</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Folkman</surname> <given-names>S.</given-names></name></person-group> (<year>1984</year>). <article-title>Personal control and stress and coping processes: a theoretical analysis.</article-title> <source><italic>J. Pers. Soc. Psychol.</italic></source> <volume>46</volume> <fpage>839</fpage>&#x2013;<lpage>852</lpage>. <pub-id pub-id-type="doi">10.1037/0022-3514.46.4.839</pub-id> <pub-id pub-id-type="pmid">6737195</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gary</surname> <given-names>J. A.</given-names></name></person-group> (<year>1982</year>). <article-title>Pr&#x00E9;cis of the neuropsychology of anxiety: an enquiry into the functions of the septo-hippocampal system.</article-title> <source><italic>Behav. Brain Sci.</italic></source> <volume>5</volume> <fpage>469</fpage>&#x2013;<lpage>484</lpage>. <pub-id pub-id-type="doi">10.1017/S0140525X00013066</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gilboa</surname> <given-names>S.</given-names></name> <name><surname>Shirom</surname> <given-names>A.</given-names></name> <name><surname>Fried</surname> <given-names>Y.</given-names></name> <name><surname>Cooper</surname> <given-names>C.</given-names></name></person-group> (<year>2008</year>). <article-title>A meta-analysis of work demand stressors and job performance: examining main and moderating effects.</article-title> <source><italic>Pers. Psychol.</italic></source> <volume>61</volume> <fpage>227</fpage>&#x2013;<lpage>271</lpage>. <pub-id pub-id-type="doi">10.1111/j.1744-6570.2008.00113.x</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Graen</surname> <given-names>G. B.</given-names></name> <name><surname>Uhl-Bien</surname> <given-names>M.</given-names></name></person-group> (<year>1995</year>). <article-title>Relationship-based approach to leadership: development of leader-member exchange (lmx) theory of leadership over 25 years: applying a multi-level multi-domain perspective.</article-title> <source><italic>Leadersh. Q.</italic></source> <volume>6</volume> <fpage>219</fpage>&#x2013;<lpage>247</lpage>. <pub-id pub-id-type="doi">10.1016/1048-9843(95)90036-5</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gray</surname> <given-names>J. A.</given-names></name></person-group> (<year>1981</year>). &#x201C;<article-title>A critique of eysenck&#x2019;s theory of personality</article-title>,&#x201D; in <source><italic>A Model for Personality</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Eysenck</surname> <given-names>H. J.</given-names></name></person-group> (<publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer-Verlag</publisher-name>), <fpage>246</fpage>&#x2013;<lpage>276</lpage>.</citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gray</surname> <given-names>J. A.</given-names></name></person-group> (<year>1990</year>). <article-title>Brain systems that mediate both emotion and cognition.</article-title> <source><italic>Cogn. Emot.</italic></source> <volume>4</volume> <fpage>269</fpage>&#x2013;<lpage>288</lpage>. <pub-id pub-id-type="doi">10.1080/02699939008410799</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Griffin</surname> <given-names>M. A.</given-names></name> <name><surname>Neal</surname> <given-names>A.</given-names></name> <name><surname>Parker</surname> <given-names>S. K.</given-names></name></person-group> (<year>2007</year>). <article-title>A new model of work role performance: positive behavior in uncertain and interdependent contexts.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>50</volume> <fpage>327</fpage>&#x2013;<lpage>347</lpage>. <pub-id pub-id-type="doi">10.2307/20159857</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gu</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>R.</given-names></name> <name><surname>You</surname> <given-names>X.</given-names></name></person-group> (<year>2020</year>). <article-title>Recovery experiences moderate the impact of work stressors on well-being: a two-wave study of preschool teachers.</article-title> <source><italic>Early Child. Educ. J.</italic></source> <volume>48</volume> <fpage>1</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1007/s10643-019-00994-w</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guan</surname> <given-names>X.</given-names></name> <name><surname>Frenkel</surname> <given-names>S. J.</given-names></name></person-group> (<year>2019</year>). <article-title>Explaining supervisor&#x2013;subordinate guanxi and subordinate performance through a conservation of resources lens.</article-title> <source><italic>Hum. Relat.</italic></source> <volume>72</volume> <fpage>1752</fpage>&#x2013;<lpage>1775</lpage>. <pub-id pub-id-type="doi">10.1177/0018726718813718</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hanisch</surname> <given-names>K. A.</given-names></name> <name><surname>Hulin</surname> <given-names>C. L.</given-names></name></person-group> (<year>1990</year>). <article-title>Job attitudes and organizational withdrawal: an examination of retirement and other voluntary withdrawal behaviors.</article-title> <source><italic>J. Vocat. Behav.</italic></source> <volume>37</volume> <fpage>60</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1016/0001-8791(90)90007-O</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harrower</surname> <given-names>K.</given-names></name></person-group> (<year>2019</year>). <article-title>Algorithmic decision-making in organizations: network data mining, measuring and monitoring work performance, and managerial control.</article-title> <source><italic>Psychosociol. Issues Hum. Resour. Manag.</italic></source> <volume>7</volume> <fpage>7</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.22381/PIHRM7220191</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayes</surname> <given-names>A. F.</given-names></name></person-group> (<year>2013</year>). <source><italic>Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression Based Approach.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Guilford Press</publisher-name>.</citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Higgins</surname> <given-names>E. T.</given-names></name></person-group> (<year>1997</year>). <article-title>Beyond pleasure and pain.</article-title> <source><italic>Am. Psychol.</italic></source> <volume>52</volume> <fpage>1280</fpage>&#x2013;<lpage>1300</lpage>. <pub-id pub-id-type="doi">10.1037/0003-066x.52.12.1280</pub-id> <pub-id pub-id-type="pmid">9414606</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hobfoll</surname> <given-names>S. E.</given-names></name></person-group> (<year>1989</year>). <article-title>Conservation of resources: a new attempt at conceptualizing stress.</article-title> <source><italic>Am. Psychol.</italic></source> <volume>44</volume> <fpage>513</fpage>&#x2013;<lpage>524</lpage>. <pub-id pub-id-type="doi">10.1037/0003-066x.44.3.513</pub-id> <pub-id pub-id-type="pmid">2648906</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hobfoll</surname> <given-names>S. E.</given-names></name></person-group> (<year>2001</year>). <article-title>The influence of culture, community, and the nested-self in the stress process: advancing conservation of resources theory.</article-title> <source><italic>Appl. Psychol. Int. Rev.</italic></source> <volume>50</volume> <fpage>337</fpage>&#x2013;<lpage>370</lpage>. <pub-id pub-id-type="doi">10.1111/1464-0597.00062</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jex</surname> <given-names>S. M.</given-names></name></person-group> (<year>1998</year>). <source><italic>Stress and Job Performance: Theory, Research, and Implications for Managerial Practice.</italic></source> <publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage</publisher-name>.</citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kahn</surname> <given-names>R. L.</given-names></name> <name><surname>Byosiere</surname> <given-names>P.</given-names></name></person-group> (<year>1992</year>). &#x201C;<article-title>Stress in organizations</article-title>,&#x201D; in <source><italic>Handbook of Industrial and Organizational Psychology</italic></source>, <edition>2 Edn</edition>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Dunnette</surname> <given-names>M. D.</given-names></name> <name><surname>Hough</surname> <given-names>L. M.</given-names></name></person-group> (<publisher-loc>Palo Alto, CA</publisher-loc>: <publisher-name>Consulting Psychologist Press</publisher-name>), <fpage>571</fpage>&#x2013;<lpage>650</lpage>.</citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassick</surname> <given-names>D.</given-names></name></person-group> (<year>2019</year>). <article-title>Workforce analytics and human resource metrics: algorithmically managed workers, tracking and surveillance technologies, and wearable biological measuring devices.</article-title> <source><italic>Psychosociol. Issues Hum. Resour. Manag.</italic></source> <volume>7</volume> <fpage>55</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.22381/PIHRM7220199</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kathy</surname> <given-names>A.</given-names></name> <name><surname>Hanisch</surname> <given-names>K. A.</given-names></name> <name><surname>Hulin</surname> <given-names>C. L.</given-names></name> <name><surname>Roznowski</surname> <given-names>R.</given-names></name></person-group> (<year>1998</year>). <article-title>The importance of individuals&#x2019; repertoires of behaviors: the scientific appropriateness of studying multiple behaviors and general attitudes.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>19</volume> <fpage>463</fpage>&#x2013;<lpage>480</lpage>.</citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katz</surname> <given-names>D.</given-names></name> <name><surname>Kahn</surname> <given-names>R. L.</given-names></name></person-group> (<year>1978</year>). <source><italic>The Social Psychology of Organizations.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Wiley</publisher-name>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lehman</surname> <given-names>W. E.</given-names></name> <name><surname>Simpson</surname> <given-names>D. D.</given-names></name></person-group> (<year>1992</year>). <article-title>Employee substance use and on-the-job behaviors.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>77</volume> <fpage>309</fpage>&#x2013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1037//0021-9010.77.3.309</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>LePine</surname> <given-names>J. A.</given-names></name> <name><surname>LePine</surname> <given-names>M. A.</given-names></name> <name><surname>Jackson</surname> <given-names>C. L.</given-names></name></person-group> (<year>2004</year>). <article-title>Challenge and hindrance stress: relationships with exhaustion, motivation to learn, and learning performance.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>89</volume> <fpage>883</fpage>&#x2013;<lpage>891</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.89.5.883</pub-id> <pub-id pub-id-type="pmid">15506867</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lepine</surname> <given-names>J. A.</given-names></name> <name><surname>Podsakoff</surname> <given-names>N. P.</given-names></name> <name><surname>Lepine</surname> <given-names>M. A.</given-names></name></person-group> (<year>2005</year>). <article-title>A meta-analytic test of the challenge stressor&#x2013;hindrance stressor framework: an explanation for inconsistent relationships among stressors and performance.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>48</volume> <fpage>764</fpage>&#x2013;<lpage>775</lpage>. <pub-id pub-id-type="doi">10.5465/AMJ.2005.18803921</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y. H.</given-names></name> <name><surname>Guan</surname> <given-names>Y. J.</given-names></name> <name><surname>Wang</surname> <given-names>F. X.</given-names></name> <name><surname>Zhou</surname> <given-names>X.</given-names></name> <name><surname>Guo</surname> <given-names>K.</given-names></name> <name><surname>Jiang</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Big-five personality and bis/bas traits as predictors of career exploration: the mediation role of career adaptability.</article-title> <source><italic>J. Vocat. Behav.</italic></source> <volume>89</volume> <fpage>39</fpage>&#x2013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1016/j.jvb.2015.04.006</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liang</surname> <given-names>J.</given-names></name> <name><surname>Farh</surname> <given-names>C. I. C.</given-names></name> <name><surname>Farh</surname> <given-names>J. L.</given-names></name></person-group> (<year>2012</year>). <article-title>Psychological antecedents of promotive and prohibitive voice: a wwo-wave examination.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>55</volume> <fpage>71</fpage>&#x2013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2010.0176</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liden</surname> <given-names>R. C.</given-names></name> <name><surname>Graen</surname> <given-names>G.</given-names></name></person-group> (<year>1980</year>). <article-title>Generalizability of the vertical dyad linkage model of leadership.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>23</volume> <fpage>451</fpage>&#x2013;<lpage>465</lpage>. <pub-id pub-id-type="doi">10.5465/255511</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>B.</given-names></name> <name><surname>Law</surname> <given-names>K. S.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>Why is underemployment related to creativity and ocb? A task crafting explanation of the curvilinear moderated relations.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>60</volume> <fpage>156</fpage>&#x2013;<lpage>177</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2014.0470</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Tangirala</surname> <given-names>S.</given-names></name> <name><surname>Lam</surname> <given-names>W.</given-names></name> <name><surname>Chen</surname> <given-names>Z. G.</given-names></name> <name><surname>Jia</surname> <given-names>R.</given-names></name> <name><surname>Huang</surname> <given-names>X.</given-names></name></person-group> (<year>2015</year>). <article-title>How and when peers&#x2019; positive mood influences employees&#x2019; voice.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>100</volume> <fpage>976</fpage>&#x2013;<lpage>989</lpage>. <pub-id pub-id-type="doi">10.1037/a0038066</pub-id> <pub-id pub-id-type="pmid">25365730</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacKenzie</surname> <given-names>S. B.</given-names></name> <name><surname>Podsakoff</surname> <given-names>P. M.</given-names></name> <name><surname>Ahearne</surname> <given-names>M.</given-names></name></person-group> (<year>1998</year>). <article-title>Some possible antecedents and consequences of in-role and extra-role salesperson performance.</article-title> <source><italic>J. Mark.</italic></source> <volume>62</volume> <fpage>87</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1177/002224299806200306</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maslach</surname> <given-names>C.</given-names></name> <name><surname>Leiter</surname> <given-names>M. P.</given-names></name></person-group> (<year>2008</year>). <article-title>Early predictors of job burnout and engagement.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>93</volume> <fpage>498</fpage>&#x2013;<lpage>512</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.93.3.498</pub-id> <pub-id pub-id-type="pmid">18457483</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McLarty</surname> <given-names>B. D.</given-names></name> <name><surname>Muldoon</surname> <given-names>J.</given-names></name> <name><surname>Quade</surname> <given-names>M.</given-names></name> <name><surname>King</surname> <given-names>R. A.</given-names></name></person-group> (<year>2020</year>). <article-title>Your boss is the problem and solution: how supervisor-induced hindrance stressors and lmx influence employee job neglect and subsequent performance.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>130</volume> <fpage>308</fpage>&#x2013;<lpage>317</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2021.03.032</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monni</surname> <given-names>A.</given-names></name> <name><surname>Olivier</surname> <given-names>E.</given-names></name> <name><surname>Morin</surname> <given-names>A. J. S.</given-names></name> <name><surname>Olivetti Belardinelli</surname> <given-names>M.</given-names></name> <name><surname>Mulvihill</surname> <given-names>K.</given-names></name> <name><surname>Scalas</surname> <given-names>L. F.</given-names></name></person-group> (<year>2020</year>). <article-title>Approach and avoidance in gray&#x2019;s, higgins&#x2019;, and elliot&#x2019;s perspectives: a theoretical comparison and integration of approach-avoidance in motivated behavior.</article-title> <source><italic>Pers. Individ. Differ.</italic></source> <volume>166</volume>:<issue>110163</issue>. <pub-id pub-id-type="doi">10.1016/j.paid.2020.110163</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montani</surname> <given-names>F.</given-names></name> <name><surname>Courcy</surname> <given-names>F.</given-names></name> <name><surname>Vandenberghe</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>Innovating under stress: the role of commitment and leader-member exchange.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>77</volume> <fpage>1</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2017.03.024</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montani</surname> <given-names>F.</given-names></name> <name><surname>Dagenais-Desmarais</surname> <given-names>V.</given-names></name></person-group> (<year>2018</year>). <article-title>Unravelling the relationship between role overload and organizational citizenship behaviour: a test of mediating and moderating effects.</article-title> <source><italic>Eur. Manag. J.</italic></source> <volume>36</volume> <fpage>757</fpage>&#x2013;<lpage>768</lpage>. <pub-id pub-id-type="doi">10.1016/j.emj.2018.03.001</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelson</surname> <given-names>D.</given-names></name> <name><surname>Basu</surname> <given-names>R.</given-names></name> <name><surname>Purdie</surname> <given-names>R.</given-names></name></person-group> (<year>1998</year>). <article-title>An examination of exchange quality and work stressors in leader&#x2013;follower dyads.</article-title> <source><italic>Int. J. Stress Manage.</italic></source> <volume>5</volume> <fpage>103</fpage>&#x2013;<lpage>112</lpage>. <pub-id pub-id-type="doi">10.1023/A:1022907831243</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nemteanu</surname> <given-names>M. S.</given-names></name> <name><surname>Dabija</surname> <given-names>D. C.</given-names></name></person-group> (<year>2021</year>). <article-title>The influence of internal marketing and job satisfaction on task performance and counterproductive work behaviour in an emergent market during the covid-19 pandemic.</article-title> <source><italic>Int. J. Environ. Res. Public Health</italic></source> <volume>18</volume>:<issue>3670</issue>. <pub-id pub-id-type="doi">10.3390/ijerph18073670</pub-id> <pub-id pub-id-type="pmid">33915926</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nemteanu</surname> <given-names>M. S.</given-names></name> <name><surname>Dinu</surname> <given-names>V.</given-names></name> <name><surname>Dabija</surname> <given-names>D. C.</given-names></name></person-group> (<year>2021</year>). <article-title>Job insecurity, job instability, and job satisfaction in the context of the covid-19 pandemic.</article-title> <source><italic>J. Competitiveness</italic></source> <volume>13</volume> <fpage>65</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.7441/joc.2021.02.04</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neubert</surname> <given-names>M. J.</given-names></name> <name><surname>Kacmar</surname> <given-names>K. M.</given-names></name> <name><surname>Carlson</surname> <given-names>D. S.</given-names></name> <name><surname>Chonko</surname> <given-names>L. B.</given-names></name> <name><surname>Roberts</surname> <given-names>J. A.</given-names></name></person-group> (<year>2008</year>). <article-title>Regulatory focus as a mediator of the influence of initiating structure and servant leadership on employee behavior.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>93</volume> <fpage>1220</fpage>&#x2013;<lpage>1233</lpage>. <pub-id pub-id-type="doi">10.1037/a0012695</pub-id> <pub-id pub-id-type="pmid">19025244</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohly</surname> <given-names>S.</given-names></name> <name><surname>Fritz</surname> <given-names>C.</given-names></name></person-group> (<year>2010</year>). <article-title>Work characteristics, challenge appraisal, creativity, and proactive behavior: a multi-level study.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>31</volume> <fpage>543</fpage>&#x2013;<lpage>565</lpage>. <pub-id pub-id-type="doi">10.1002/job.633</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Organ</surname> <given-names>D. W.</given-names></name></person-group> (<year>1988</year>). <source><italic>Organizational Citizenship Behavior: The Good Soldier Syndrome.</italic></source> <publisher-loc>Lexington, MA</publisher-loc>: <publisher-name>Lexington Books</publisher-name>.</citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Organ</surname> <given-names>D. W.</given-names></name> <name><surname>Konovsky</surname> <given-names>M.</given-names></name></person-group> (<year>1989</year>). <article-title>Cognitive versus affective determinants of organizational citizenship behavior.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>74</volume> <fpage>157</fpage>&#x2013;<lpage>164</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.74.1.157</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00D6;rtqvist</surname> <given-names>D.</given-names></name> <name><surname>Wincent</surname> <given-names>J.</given-names></name></person-group> (<year>2006</year>). <article-title>Prominent consequences of role stress : a meta-analytic review.</article-title> <source><italic>Int. J. Stress Manage.</italic></source> <volume>13</volume> <fpage>399</fpage>&#x2013;<lpage>422</lpage>. <pub-id pub-id-type="doi">10.1037/1072-5245.13.4.399</pub-id></citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pera</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Towards effective workforce management: hiring algorithms, big data-driven accountability systems, and organizational performance.</article-title> <source><italic>Psychosociol. Issues Hum. Resour. Manag.</italic></source> <volume>7</volume> <fpage>19</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.22381/PIHRM7220193</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peterson</surname> <given-names>M. F.</given-names></name> <name><surname>Smith</surname> <given-names>P. B.</given-names></name> <name><surname>Akande</surname> <given-names>A.</given-names></name> <name><surname>Ayestaran</surname> <given-names>S.</given-names></name> <name><surname>Bochner</surname> <given-names>S.</given-names></name> <name><surname>Callan</surname> <given-names>V.</given-names></name></person-group> (<year>1995</year>). <article-title>Role conflict, ambiguity, and overload: a 21-nation study.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>38</volume> <fpage>429</fpage>&#x2013;<lpage>452</lpage>. <pub-id pub-id-type="doi">10.2307/256687</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Piccolo</surname> <given-names>R. F.</given-names></name> <name><surname>Colquitt</surname> <given-names>J. A.</given-names></name></person-group> (<year>2006</year>). <article-title>Transformational leadership and job behaviors: the mediating role of core job characteristics.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>49</volume> <fpage>327</fpage>&#x2013;<lpage>340</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2006.20786079</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Podsakoff</surname> <given-names>N. P.</given-names></name> <name><surname>LePine</surname> <given-names>J. A.</given-names></name> <name><surname>LePine</surname> <given-names>M. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Differential challenge stressor-hindrance stressor relationships with job attitudes, turnover intentions, turnover, and withdrawal behavior: a meta-analysis.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>92</volume> <fpage>438</fpage>&#x2013;<lpage>454</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.92.2.438</pub-id> <pub-id pub-id-type="pmid">17371090</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Podsakoff</surname> <given-names>P. M.</given-names></name> <name><surname>MacKenzie</surname> <given-names>S. B.</given-names></name> <name><surname>Lee</surname> <given-names>J. Y.</given-names></name> <name><surname>Podsakoff</surname> <given-names>N. P.</given-names></name></person-group> (<year>2003</year>). <article-title>Common method biases in behavioral research: a critical review of the literature and recommended remedies.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>88</volume> <fpage>879</fpage>&#x2013;<lpage>903</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.88.5.879</pub-id> <pub-id pub-id-type="pmid">14516251</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pooja</surname> <given-names>A. A.</given-names></name> <name><surname>De Clercq</surname> <given-names>D.</given-names></name> <name><surname>Belausteguigoitia</surname> <given-names>I.</given-names></name></person-group> (<year>2016</year>). <article-title>Job stressors and organizational citizenship behavior: the roles of organizational commitment and social interaction.</article-title> <source><italic>Hum. Resour. Dev. Q.</italic></source> <volume>27</volume> <fpage>373</fpage>&#x2013;<lpage>405</lpage>. <pub-id pub-id-type="doi">10.1002/hrdq.21258</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prof</surname> <given-names>B. Z.</given-names></name> <name><surname>Yagil</surname> <given-names>D.</given-names></name></person-group> (<year>2005</year>). <article-title>The relationship between empowerment, aggressive behaviors of customers, coping, and burnout.</article-title> <source><italic>Eur. J. Work Organ. Psychol.</italic></source> <volume>14</volume> <fpage>81</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1080/13594320444000281</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rizzo</surname> <given-names>J. R.</given-names></name> <name><surname>House</surname> <given-names>R. J.</given-names></name></person-group> (<year>1970</year>). <article-title>Role conflict and ambiguity in complex organizations.</article-title> <source><italic>Adm. Sci. Q.</italic></source> <volume>15</volume> <fpage>150</fpage>&#x2013;<lpage>163</lpage>. <pub-id pub-id-type="doi">10.2307/2391486</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roch</surname> <given-names>S. G.</given-names></name> <name><surname>Shanock</surname> <given-names>L. R.</given-names></name></person-group> (<year>2006</year>). <article-title>Organizational justice in an exchange framework: clarifying organizational justice distinctions.</article-title> <source><italic>J. Manag.</italic></source> <volume>32</volume> <fpage>299</fpage>&#x2013;<lpage>322</lpage>. <pub-id pub-id-type="doi">10.1177/0149206305280115</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodell</surname> <given-names>J. B.</given-names></name> <name><surname>Judge</surname> <given-names>T. A.</given-names></name></person-group> (<year>2009</year>). <article-title>Can &#x0022;good&#x0022; stressors spark &#x0022;bad&#x0022; behaviors? The mediating role of emotions in links of challenge and hindrance stressors with citizenship and counterproductive behaviors.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>94</volume> <fpage>1438</fpage>&#x2013;<lpage>1451</lpage>. <pub-id pub-id-type="doi">10.1037/a0016752</pub-id> <pub-id pub-id-type="pmid">19916654</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rudolph</surname> <given-names>C. W.</given-names></name> <name><surname>Katz</surname> <given-names>I. M.</given-names></name> <name><surname>Lavigne</surname> <given-names>K. N.</given-names></name> <name><surname>Zacher</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>Job crafting: a meta-analysis of relationships with individual differences, job characteristics, and work outcomes.</article-title> <source><italic>J. Vocat. Behav.</italic></source> <volume>102</volume> <fpage>112</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1016/j.jvb.2017.05.008</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sacramento</surname> <given-names>C. A.</given-names></name> <name><surname>Fay</surname> <given-names>D.</given-names></name> <name><surname>West</surname> <given-names>M. A.</given-names></name></person-group> (<year>2013</year>). <article-title>Workplace duties or opportunities? Challenge stressors, regulatory focus, and creativity.</article-title> <source><italic>Organ. Behav. Hum. Decis. Process.</italic></source> <volume>121</volume> <fpage>141</fpage>&#x2013;<lpage>157</lpage>. <pub-id pub-id-type="doi">10.1016/j.obhdp.2013.01.008</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scandura</surname> <given-names>T. A.</given-names></name> <name><surname>Graen</surname> <given-names>G. B.</given-names></name></person-group> (<year>1984</year>). <article-title>Moderating effects of initial leader-member exchange status on the effects of a leadership intervention.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>69</volume> <fpage>428</fpage>&#x2013;<lpage>436</lpage>. <pub-id pub-id-type="doi">10.1037//0021-9010.69.3.428</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sherf</surname> <given-names>E. N.</given-names></name> <name><surname>Parke</surname> <given-names>M. R.</given-names></name> <name><surname>Isaakyan</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Distinguishing voice and silence at work: unique relationships with perceived impact, psychological safety, and burnout.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>64</volume> <fpage>114</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2018.1428</pub-id></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shultz</surname> <given-names>K. S.</given-names></name> <name><surname>Mo</surname> <given-names>W.</given-names></name> <name><surname>Olson</surname> <given-names>D. A.</given-names></name></person-group> (<year>2010</year>). <article-title>Role overload and underload in relation to occupational stress and health.</article-title> <source><italic>Stress Health</italic></source> <volume>26</volume> <fpage>99</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1002/smi.1268</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siegrist</surname> <given-names>J.</given-names></name></person-group> (<year>1996</year>). <article-title>Adverse health effects of high-effort/low-reward conditions.</article-title> <source><italic>J. Occup. Health Psychol.</italic></source> <volume>1</volume> <fpage>27</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1037//1076-8998.1.1.27</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Solberg</surname> <given-names>E.</given-names></name> <name><surname>Wong</surname> <given-names>S. I.</given-names></name></person-group> (<year>2016</year>). <article-title>Crafting one&#x2019;s job to take charge of role overload: when proactivity requires adaptivity across levels.</article-title> <source><italic>Leadersh. Q.</italic></source> <volume>27</volume> <fpage>713</fpage>&#x2013;<lpage>725</lpage>. <pub-id pub-id-type="doi">10.1016/j.leaqua.2016.03.001</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sutherland</surname> <given-names>V. J.</given-names></name> <name><surname>Cooper</surname> <given-names>C. L.</given-names></name></person-group> (<year>2000</year>). <source><italic>Strategic Stressor Management.</italic></source> <publisher-loc>London</publisher-loc>: <publisher-name>Macmillan</publisher-name>.</citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>W. G.</given-names></name> <name><surname>Vandenberghe</surname> <given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>The reciprocal relationship between affective organizational commitment and role overload: when autonomy need satisfaction meets the individual self-concept.</article-title> <source><italic>J. Occup. Organ. Psychol.</italic></source> <volume>93</volume> <fpage>353</fpage>&#x2013;<lpage>380</lpage>. <pub-id pub-id-type="doi">10.1111/joop.12295</pub-id></citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tims</surname> <given-names>M.</given-names></name> <name><surname>Bakker</surname> <given-names>A. B.</given-names></name> <name><surname>Derks</surname> <given-names>D.</given-names></name></person-group> (<year>2012</year>). <article-title>Development and validation of the job crafting scale.</article-title> <source><italic>J. Vocat. Behav.</italic></source> <volume>80</volume> <fpage>173</fpage>&#x2013;<lpage>186</lpage>. <pub-id pub-id-type="doi">10.1016/j.jvb.2011.05.009</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tubre</surname> <given-names>T. C.</given-names></name> <name><surname>Collins</surname> <given-names>J. M.</given-names></name></person-group> (<year>2000</year>). <article-title>Jackson and schuler (1985) revisited: a meta-analysis of the relationships between role ambiguity, role conflict, and job performance.</article-title> <source><italic>J. Manag.</italic></source> <volume>26</volume> <fpage>155</fpage>&#x2013;<lpage>169</lpage>. <pub-id pub-id-type="doi">10.1177/014920630002600104</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Dyne</surname> <given-names>L.</given-names></name> <name><surname>LePine</surname> <given-names>J. A.</given-names></name></person-group> (<year>1998</year>). <article-title>Helping and voice extra-role behaviors: evidence of construct and predictive validity.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>41</volume> <fpage>108</fpage>&#x2013;<lpage>119</lpage>. <pub-id pub-id-type="doi">10.2307/256902</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wingard</surname> <given-names>D.</given-names></name></person-group> (<year>2019</year>). <article-title>Data-driven automated decision-making in assessing employee performance and productivity: designing and implementing workforce metrics and analytics.</article-title> <source><italic>Psychosociol. Issues Hum. Resour. Manag.</italic></source> <volume>7</volume> <fpage>13</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.22381/PIHRM7220192</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xia</surname> <given-names>Y.</given-names></name> <name><surname>Schyns</surname> <given-names>B.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Why and when job stressors impact voice behaviour: an ego depletion perspective.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>109</volume> <fpage>200</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2019.11.053</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yam</surname> <given-names>K. C.</given-names></name> <name><surname>Christian</surname> <given-names>M. S.</given-names></name> <name><surname>Wei</surname> <given-names>W.</given-names></name> <name><surname>Liao</surname> <given-names>Z.</given-names></name> <name><surname>Nai</surname> <given-names>J.</given-names></name></person-group> (<year>2018</year>). <article-title>The mixed blessing of leader sense of humor: examining costs and benefits.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>61</volume> <fpage>348</fpage>&#x2013;<lpage>369</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2015.1088</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name></person-group> (<year>2021</year>). <article-title>The impact of challenge and hindrance stressors on thriving at work double mediation based on affect and motivation.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>12</volume>:<issue>613871</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2021.613871</pub-id> <pub-id pub-id-type="pmid">33584477</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yuan</surname> <given-names>Z.</given-names></name> <name><surname>Ye</surname> <given-names>Z.</given-names></name> <name><surname>Zhong</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Plug back into work, safely: job reattachment, leader safety commitment, and job engagement in the covid-19 pandemic.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>106</volume> <fpage>62</fpage>&#x2013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1037/apl0000860</pub-id> <pub-id pub-id-type="pmid">33444048</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Huai</surname> <given-names>M.-Y.</given-names></name> <name><surname>Xie</surname> <given-names>Y.-H.</given-names></name></person-group> (<year>2015</year>). <article-title>Paternalistic leadership and employee voice in china: a dual process model.</article-title> <source><italic>Leadersh. Q.</italic></source> <volume>26</volume> <fpage>25</fpage>&#x2013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1016/j.leaqua.2014.01.002</pub-id></citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>LePine</surname> <given-names>J. A.</given-names></name> <name><surname>Buckman</surname> <given-names>B. R.</given-names></name> <name><surname>Wei</surname> <given-names>F.</given-names></name></person-group> (<year>2014</year>). <article-title>It&#x2019;s not fair or is it? The role of justice and leadership in explaining work stressor job performance relationships.</article-title> <source><italic>Acad. Manage. J.</italic></source> <volume>57</volume> <fpage>675</fpage>&#x2013;<lpage>697</lpage>. <pub-id pub-id-type="doi">10.5465/amj.2011.1110</pub-id></citation></ref>
<ref id="B105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Xie</surname> <given-names>Y. H.</given-names></name></person-group> (<year>2017</year>). <article-title>Authoritarian leadership and extra-role behaviors: a role-perception perspective.</article-title> <source><italic>Manag. Organ. Rev.</italic></source> <volume>13</volume> <fpage>147</fpage>&#x2013;<lpage>166</lpage>. <pub-id pub-id-type="doi">10.1017/mor.2016.36</pub-id></citation></ref>
<ref id="B106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>K.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Luo</surname> <given-names>Z.</given-names></name></person-group> (<year>2019</year>). <article-title>When do employees speak up under job stressors? Exploring the potential u-shaped relationship between hindrance stressors and voice behavior.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>10</volume>:<issue>2336</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2019.02336</pub-id> <pub-id pub-id-type="pmid">31695642</pub-id></citation></ref>
</ref-list>
</back>
</article>