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<article article-type="brief-report" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">681873</article-id>
<article-id pub-id-type="doi">10.3389/feduc.2021.681873</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Education</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Psychometric Properties of the Elementary Social Behavior Assessment in Swedish Primary School: A Teacher Rated Index of Students&#x2019; Prosocial School Behaviors</article-title>
<alt-title alt-title-type="left-running-head">Wikman et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Elementary Social Behavior</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wikman</surname>
<given-names>Carina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1270258/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Allodi</surname>
<given-names>Mara Westling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/355138/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ferrer-Wreder</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/760223/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Special Education, Stockholm University, <addr-line>Stockholm</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Psychology, Stockholm University, <addr-line>Stockholm</addr-line>, <country>Sweden</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/338626/overview">Gregor Ross Maxwell</ext-link>, Arctic University of Norway, Norway</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1017183/overview">Monica Melby-Lerv&#xe5;g</ext-link>, University of Oslo, Norway</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/338598/overview">Lena Almqvist</ext-link>, M&#xe4;lardalen University College, Sweden</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Carina Wikman, <email>carina.wikman@specped.su.se</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>
<bold>&#x2020;</bold>
</sup>
</label>
<p>
<bold>ORCID:</bold>
</p>
<p>Mara Westling Allodi</p>
<p>
<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://orcid.org/0000-0003-2396-4710">orcid.org/0000-0003-2396-4710</ext-link>
</p>
<p>Carina Wikman</p>
<p>
<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://orcid.org/0000-0003-2758-1784">orcid.org/0000-0003-2758-1784</ext-link>
</p>
<p>Laura Ferrer-Wreder</p>
<p>
<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://orcid.org/0000-0003-0703-2614">orcid.org/0000-0003-0703-2614</ext-link>
</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Special Educational Needs, a section of the journal Frontiers in Education</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>6</volume>
<elocation-id>681873</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Wikman, Allodi and Ferrer-Wreder.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wikman, Allodi and Ferrer-Wreder</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>This study examined the psychometric properties of a Swedish language adaption of the teacher-rated Elementary Social Behavior Assessment (ESBA), which provides an index of students&#x2019; prosocial school behaviors. Participants were eight teachers (two teachers per school in four schools) who rated their students (<italic>N</italic>&#x20;&#x3d; 143 children, M age &#x3d; 8&#xa0;years old). The ESBA factor structure was tested with Confirmatory Factor Analysis in a series of models. The two- and three-factor models showed better fit. ESBA showed high internal consistency at the observed level. ESBA&#x2019;s psychometric properties show initial promise as a tool to help Swedish teachers to support students&#x2019; prosocial skills development.</p>
</abstract>
<kwd-group>
<kwd>elementary social behavior assessment</kwd>
<kwd>social skills</kwd>
<kwd>teacher-rated</kwd>
<kwd>Sweden</kwd>
<kwd>psychometric properties</kwd>
</kwd-group>
<contract-sponsor id="cn001">Stockholms Universitet<named-content content-type="fundref-id">10.13039/501100009244</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Students come to school with varying behavior. Some students already are well equipped to listen, follow instructions, do seat work, get&#x20;along with peers, and behave positively at school. Other students may have substantial ground to cover to fully develop these behaviors, which makes academic achievement and school adjustment possible. Leveling this playing field is essential because, less intensive support is needed if the problems are identified early (<xref ref-type="bibr" rid="B10">Lane et&#x20;al., 2010</xref>). The Elementary Social Behavior Assessment (ESBA, <xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>) was developed in the United&#x20;States as a tool to identify prosocial school behaviors that teachers value as important to students&#x2019; social and academic success. These prosocial school behaviors have been considered as academic enablers (<xref ref-type="bibr" rid="B6">DiPerna and Elliott, 2002</xref>), allowing students to participate with engagement in their education (<xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>).</p>
<sec id="s1-1">
<title>Prosocial School Behaviors in Swedish Children</title>
<p>In Sweden, there is little tradition of systematically using quantitative assessments to promote young children&#x2019;s social and academic success (<xref ref-type="bibr" rid="B1">Allodi, 2007</xref>). Teachers subjectively assess their students&#x2019; behavior and social functioning without the benefit of much systematic or collectively agreed-upon descriptions (<xref ref-type="bibr" rid="B1">Allodi, 2007</xref>). In national (<xref ref-type="bibr" rid="B15">Swedish School Inspectorate, 2018</xref>) and international evaluations (<xref ref-type="bibr" rid="B13">OECD, 2015</xref>; <xref ref-type="bibr" rid="B14">PISA, 2018</xref>) indicators of disciplinary climate in Swedish schools are reported as non-optimal (<xref ref-type="bibr" rid="B13">OECD, 2015</xref>) and social competence and teacher leadership are areas of concern. A recent government initiative aims to deal with challenges posed by the occurrence of behavior problems in schools; children with disabilities, in particular, reported more bullying; one-third of teachers in compulsory school reported they spend substantial time maintaining classroom order (<xref ref-type="bibr" rid="B5">Department of Education in Sweden 2020</xref>). The Swedish educational system has responsibility for all children; vulnerable children should be protected at school, and positive relationships with teachers and peers are considered as supporting students&#x2019; well-being and achievement, while difficulties may be signaled through internalizing and externalizing behaviors, but also with psychosomatic symptoms, school refusal and school absenteeism (<xref ref-type="bibr" rid="B16">SNEA, 2021</xref>). A reliable measure of students&#x2019; prosocial school behaviors would be a useful tool, both for research, and as evaluation of interventions, which protect students who are at risk in elementary school and prevent later difficulties that might escalate without adequate monitoring. This kind of screening instrument based on teachers&#x2019; ratings has not yet been validated in Sweden. If satisfyingly validated, ESBA could fill the need for an instrument that supports teachers in their work to foster students&#x2019; prosocial behaviors.</p>
</sec>
</sec>
<sec id="s2">
<title>Elementary Social Behavior Assessment</title>
<p>ESBA (<xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>) was developed in the United&#x20;States. as a teacher-rated index of prosocial school behaviors. Approximately, 1,100 teachers across the United&#x20;States. rated 56 items. The items that now make up the ESBA were rated highest by teachers (<xref ref-type="bibr" rid="B19">Walker et&#x20;al., 2015</xref>). The items formulations are strengths-based, that is, worded with positive formulations, expressing desirable school behaviors. The measure consists of 12 items rated on a 3-point Likert scale. Teachers respond to each item: mastery 3) needs improvement 2) and cause for concern 1). An example item is, &#x201c;Gets along with peers.&#x201d; ESBA is designed for use with six to 11&#xa0;year-olds.</p>
<p>To date, two United&#x20;States studies investigated ESBA&#x2019;s psychometric properties (<xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>). In the first study, the sample included nine teachers in kindergarten, first and second grades, and their students (<italic>N</italic>&#x20;&#x3d; 187). A factor analysis using structural equation modeling (SEM) indicated a one-factor structure and a pretest scale reliability of 0.95; other factor structures were tested and were not completely ruled out. In the second study, participants were 70 teachers and their students (<italic>N</italic>&#x20;&#x3d; 1,616) from kindergarten to third grade. The authors tested one-two- and three-factor models and concluded that the one-factor model best characterized ESBA; pretest-reliability was 0.95 (Cronbach&#x2019;s alpha). The eight-week test-retest reliability was, <italic>r</italic>&#x20;&#x3d; 0.77 (<xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>). ESBA&#x2019;s criterion validity was also tested and it was concluded that the construct measured students&#x2019; prosocial school behavior adequately, compared to other established scales: specifically, BBRS (<xref ref-type="bibr" rid="B7">Gresham et&#x20;al., 2010</xref>) and WMS (<xref ref-type="bibr" rid="B20">Walker and McConnell, 1995</xref>).</p>
<p>ESBA has also been tested in Norwegian elementary schools. Participants were 151 teachers and their students (<italic>N</italic>&#x20;&#x3d; 793) from grades one to six. Intraclass correlations (ICC) tested the extent of clustering by school and classroom: low ICC estimates were found, at the school (less than 1% of variance accounted for) and classroom levels (less than 5%). SEM results supported for a one- or two-factor structure; even a three-factor model was tested. The Cronbach&#x2019;s alpha ranged from 0.90 to 0.93. Eight-week test-retest reliability was <italic>r</italic>&#x20;&#x3d; 0.78 (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>).</p>
</sec>
<sec id="s3">
<title>Aim</title>
<p>This study evaluated the psychometric properties, namely the factor structure, and internal consistency, of a Swedish edition of ESBA. Because prior ESBA psychometric studies have supported a one- and two-model factor structure, we posited that either a one or two-factor model for ESBA would be supported by the results, but we also considered a three-factor-model as an alternative to test, due to previous analyses.</p>
</sec>
<sec id="s4">
<title>Sample</title>
<p>The study included teacher ratings of 143 students in grade two (74 girls; <italic>M</italic> age &#x3d; 8.33&#xa0;years, <italic>SD</italic> &#x3d; 0.34&#xa0;years and 69 boys; <italic>M</italic> age &#x3d; 8.31&#xa0;years, <italic>SD</italic> &#x3d; 0.35&#xa0;years). Ratings were provided by eight second-grade-teachers in four municipal schools. Convenience sampling of schools was used. Teachers all had teaching certificates. The schools were located in two commuting municipalities and one large city<xref ref-type="fn" rid="fn2">
<sup>1</sup>
</xref> (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). A socio-economic (SES) index for each school is provided<xref ref-type="fn" rid="fn3">
<sup>2</sup>
</xref>. The SES index shows that the schools have a student composition with a slightly higher SES than the average SES of schools in Sweden.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Demographics school, socio-economic index, and gender.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">School 1</th>
<th align="center">School 2</th>
<th align="center">School 3</th>
<th align="center">School 4</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Municipality</td>
<td align="center">Commuting municipality</td>
<td align="center">Large city</td>
<td align="center">Commuting municipality</td>
<td align="center">Commuting municipality</td>
</tr>
<tr>
<td align="left">Number of inhabitants</td>
<td align="center">21,564</td>
<td align="center">962,154</td>
<td align="center">21,564</td>
<td align="center">112,848</td>
</tr>
<tr>
<td align="left">Socio-economic index<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">75</td>
<td align="center">40</td>
<td align="center">54</td>
<td align="center">48</td>
</tr>
<tr>
<td align="left">Gender, girls/boys</td>
<td align="center">16/8</td>
<td align="center">19/23</td>
<td align="center">11/19</td>
<td align="center">27/20</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Socio-economic index based upon parents&#x2019; occupation, income, and economic aid. Higher scores indicate higher poverty. The range between schools: min 20 max 596, mean was 106 (The <xref ref-type="bibr" rid="B18">Swedish National Agency for Education, 2011</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The teachers were invited and a first meeting was arranged to explain the study. Students&#x2019; parents and students (consent form adjusted to their age) were required to provide written consent (response rate &#x3d; 73%). The Swedish Ethical Review Authority reviewed the study, number of the protocol (&#x23;019-03058).</p>
</sec>
<sec id="s5">
<title>Instrument</title>
<p>ESBA is a 12 item, teacher-rated index of prosocial school behaviors rated on a 3-point Likert scale (ordinal) with three being better behaviors and one indicative of less than typical behavior. In the Norwegian study, ESBA items were averaged and ranged between 2.6 and 2.8 (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>).</p>
<p>ESBA was translated from English into Swedish and underwent back translation (<xref ref-type="bibr" rid="B1">Allodi, 2007</xref>). One of the ESBA developers, Smolkowski, approved this translation process and advised that items should be formulated in Swedish in a culturally adapted way rather than in a completely literal translation of words. The translation into Swedish, however, was maintained as similar to the original as possible. Item 4&#x20;&#x201c;Does seatwork assignments as directed&#x201d; was culturally adapted into &#x201c;Does assignments according to instructions&#x201d;, because in Swedish &#x201c;directed&#x201d; could be perceived as too authoritarian. Item 10&#x20;&#x201c;Can have &#x201c;normal&#x201d; conversations without becoming hostile&#x201d; has been translated into &#x201c;Can have regular conversations without becoming hostile&#x201d; because the word &#x201c;normal&#x201d; in Swedish may evoke a normative impression During the data collection, the teachers received instruction material on the ESBA, which provided examples of behaviors for each&#x20;item.</p>
</sec>
<sec id="s6">
<title>Design</title>
<p>The design was cross-sectional and represents the pre-test of a randomized controlled trial that tests a novel intervention, aimed at improving classroom climate. Randomization was conducted post recruitment. Data were collected prior to the start of the intervention and includes intervention and control schools.</p>
</sec>
<sec id="s7">
<title>Statistical Analysis</title>
<p>Analyses were conducted with SPSS and Mplus version 8.4 (<xref ref-type="bibr" rid="B11">Muth&#xe9;n and Muth&#xe9;n, 1998</xref>). At the observed level, normality (item and scale), item-total correlations, and scale reliability were examined (Cronbach&#x2019;s Alpha). SEM models in Mplus were conducted with an MLR estimator. There were no missing data. Because prior evidence supported a one and two-factor structure, a series of confirmatory factor analyses (CFAs) were planned going from the most parsimonious model (i.e.,&#x20;one factor) to a two-factor model. Additional models would be tested if the results of the one and two-factor CFAs indicated a need to do so. Changes to all tested models were guided by theory and modification indices (<xref ref-type="bibr" rid="B4">Brown, 2015</xref>). Determination of model fit was based on cut-offs for several fit indices, Comparative Fit Index (CFI, value &#x3e;0.95), Root Mean Square Error of Approximation (RMSEA, estimated value at or below 0.08), and Standardized Root Mean Square Residual (SRMR value at or below 0.08; <xref ref-type="bibr" rid="B9">Kline, 2016</xref>). Chi-square values reported providing descriptive insights into exact fit. ICC estimates indicated that less than 1% of the variance in responses was accounted for by school and 5% of the variance was accounted for by classroom. This study&#x2019;s ICC estimates are consistent with those found in the Norwegian ESBA study (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>).</p>
</sec>
<sec sec-type="results" id="s8">
<title>Results</title>
<p>ESBA mean scores ranged from 2.2 to 2.9 (<xref ref-type="table" rid="T2">Table&#x20;2</xref>), indicating that most teachers rated students as having mastered prosocial school behaviors. Item correlations demonstrated that items were positively and significantly related to one another (<italic>r</italic>&#x20;&#x3e; 0.48) and a total average score showed excellent internal reliability (Cronbach&#x2019;s <italic>&#x3b1;</italic> &#x3d;&#x20;0.92).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>
<italic>Elementary Social Behavior Assessment items, sample means, and standard deviations</italic>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">No</th>
<th align="center">Item</th>
<th align="center">M</th>
<th align="center">SD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Listens to and respects the teacher</td>
<td align="char" char=".">2.19</td>
<td align="char" char=".">0.65</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Follows the teacher&#xb4;s directions</td>
<td align="char" char=".">2.70</td>
<td align="char" char=".">0.49</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Works with effort</td>
<td align="char" char=".">2.75</td>
<td align="char" char=".">0.50</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Does seatwork assignments as directed</td>
<td align="char" char=".">2.74</td>
<td align="char" char=".">0.54</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Makes assistance needs known in an appropriate manner</td>
<td align="char" char=".">2.75</td>
<td align="char" char=".">0.50</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">Follows rules</td>
<td align="char" char=".">2.72</td>
<td align="char" char=".">0.50</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">Avoids breaking rules even when encouraged by a peer</td>
<td align="char" char=".">2.55</td>
<td align="char" char=".">0.64</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Behaves appropriately outside the classroom</td>
<td align="char" char=".">2.72</td>
<td align="char" char=".">0.51</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Works out strong feelings appropriately</td>
<td align="char" char=".">2.76</td>
<td align="char" char=".">0.53</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Can have &#x201c;normal&#x201d; conversations without becoming hostile</td>
<td align="char" char=".">2.88</td>
<td align="char" char=".">0.35</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">Gets along with peers</td>
<td align="char" char=".">2.76</td>
<td align="char" char=".">0.46</td>
</tr>
<tr>
<td align="left">12</td>
<td align="center">Resolves peer conflicts adequately without teacher assistance</td>
<td align="char" char=".">2.71</td>
<td align="char" char=".">0.53</td>
</tr>
<tr>
<td align="left"/>
<td align="left">
<italic>Total mean score</italic>
</td>
<td align="char" char=".">
<italic>2.69</italic>
</td>
<td align="char" char=".">
<italic>0.52</italic>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>Note</italic>. Each item was rated as mastery (3), needs improvement (2), and cause for concern (1).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>CFA results are described in <xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>. A one-factor model with all 12 ESBA items loaded on a single factor had poor fit on CFI (e.g., 0.94), but acceptable to good fit on RMSEA and SRMR. Standardized factor loadings for the single factor model were from 0.53 to 0.84. Based on prior ESBA psychometric analyses conducted in Norway (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>), a two factor CFA was posited and tested with the first factor called Teacher (called Academic Engagement in the Norwegian study, <xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>) with seven items (items 1&#x20;&#x2013; 7 see <xref ref-type="table" rid="T2">Table&#x20;2</xref> for items) and the second factor entitled Peer with five items (items 8&#x20;&#x2013; 12, see <xref ref-type="table" rid="T2">Table&#x20;2</xref> for items; See <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> for CFA). This model showed acceptable fit on CFI, RMSEA, and SRMR. Standardized factor loadings for the two-factor model were from 0.553 to 0.874 for the Teacher factor with seven items and 0.682 to 0.897 for the Peer factor with five items. The latent correlation between these two factors was significant and positive at 0.803. Cronbach&#x2019;s alphas for items on the Teacher factor was 0.855 and for the Peer factor was&#x20;0.897.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>(A) Fit indices of the three models. Confirmatory factor analysis and fit statistics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Tested models</th>
<th align="center">Single-factor</th>
<th align="center">Two factors</th>
<th align="center">Three factors</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Fit statistics</italic>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;x<sup>2</sup>
</td>
<td align="char" char=".">80.2</td>
<td align="center">74,6</td>
<td align="char" char=".">66.3</td>
</tr>
<tr>
<td align="left">&#xa0;Df</td>
<td align="char" char=".">50</td>
<td align="center">51</td>
<td align="char" char=".">48</td>
</tr>
<tr>
<td align="left">&#xa0;<italic>p</italic>- values</td>
<td align="char" char=".">&#x3c;0.00</td>
<td align="center">&#x3c;0.02</td>
<td align="char" char=".">&#x3c;0.04</td>
</tr>
<tr>
<td align="left">&#xa0;CFI</td>
<td align="char" char=".">0.941</td>
<td align="center">0.954</td>
<td align="char" char=".">0.964</td>
</tr>
<tr>
<td align="left">&#xa0;RMSEA</td>
<td align="char" char=".">0.065</td>
<td align="center">0.057</td>
<td align="char" char=".">0.067</td>
</tr>
<tr>
<td align="left">&#xa0;SRMR</td>
<td align="char" char=".">0.054</td>
<td align="center">0.054</td>
<td align="char" char=".">0.050</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>(B) Factor loadings.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th rowspan="2" align="center">Latent variables</th>
<th align="center">Single-factor</th>
<th colspan="2" align="center">Two factors</th>
<th colspan="3" align="center">Three factors</th>
</tr>
<tr>
<th align="center">Soc</th>
<th align="center">Teacher</th>
<th align="center">Peer</th>
<th align="center">Teacher</th>
<th align="center">Work</th>
<th align="center">Peer</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">No</td>
<td align="left">Item</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">1</td>
<td align="left">Listens to and respects the teacher</td>
<td align="char" char=".">0.53</td>
<td align="char" char=".">0.55</td>
<td align="left"/>
<td align="char" char=".">0.54</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Follows the teacher&#xb4;s directions</td>
<td align="char" char=".">0.84</td>
<td align="char" char=".">0.87</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.91</td>
<td align="left"/>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Works with effort</td>
<td align="char" char=".">0.68</td>
<td align="char" char=".">0.72</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.74</td>
<td align="left"/>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Does seatwork assignments as directed</td>
<td align="char" char=".">0.57</td>
<td align="char" char=".">0.58</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.60</td>
<td align="left"/>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Makes assistance needs known in an appropriate manner</td>
<td align="char" char=".">0.62</td>
<td align="char" char=".">0.61</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.61</td>
<td align="left"/>
</tr>
<tr>
<td align="left">6</td>
<td align="left">Follows rules</td>
<td align="char" char=".">0.80</td>
<td align="char" char=".">0.83</td>
<td align="left"/>
<td align="char" char=".">0.88</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">7</td>
<td align="left">Avoids breaking rules even when encouraged by a peer</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">0.64</td>
<td align="left"/>
<td align="char" char=".">0.67</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Behaves appropriately outside the classroom</td>
<td align="char" char=".">0.73</td>
<td align="left"/>
<td align="char" char=".">0.76</td>
<td align="char" char=".">0.42</td>
<td align="left"/>
<td align="char" char=".">0.41</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Works out strong feelings appropriately</td>
<td align="char" char=".">0.83</td>
<td align="left"/>
<td align="char" char=".">0.83</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.82</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Can have &#x201c;normal&#x201d; conversations without becoming hostile</td>
<td align="char" char=".">0.69</td>
<td align="left"/>
<td align="char" char=".">0.68</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.70</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">Gets along with peers</td>
<td align="char" char=".">0.78</td>
<td align="left"/>
<td align="char" char=".">0.90</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.90</td>
</tr>
<tr>
<td align="left">12</td>
<td align="left">Resolves peer conflicts adequately without teacher assistance</td>
<td align="char" char=".">0.75</td>
<td align="left"/>
<td align="char" char=".">0.87</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.88</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>Note.</italic> This table reports the model fit for a one-, two- and three-factor ESBA confirmatory factor analysis (CFA). Cutoffs for acceptable model fit are a Comparative Fit Index (CFI value at or higher than 0.95), Root Mean Square Error of Approximation (RMSEA, estimated value below at or below 0.08), Standardized Root Mean Square Residual (SRMR value at or below 0.08; <xref ref-type="bibr" rid="B9">Kline, 2016</xref>). The Chi-square values are included in this table for descriptive purposes.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Shows results from a confirmatory factor analysis of a two factor model with good fit. Standardized factor loadings are acceptable for the teacher factor with loadings ranging from 0.553 to 0.874 (Cronbach&#x2019;s scale alpha &#x3d; 0.855) and peer ranging from 0.682 to 0.897 (Cronbach&#x2019;s scale alpha &#x3d; 0.897). The latent correlation between these factors is significant at 0.803.</p>
</caption>
<graphic xlink:href="feduc-06-681873-g001.tif"/>
</fig>
<p>Based on item content, we tested a three-factor model. See <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. Factor 1 comprised items regarding when teachers are giving instructions to enhance student&#x27;s academic engagement. Factor 2 consists of items about students&#xb4; behavior when working more independently and factor 3 items concern situations when students are working or playing with peers. This model showed acceptable fit on CFI, RMSEA, and SRMR. Standardized factor loadings for items on these three factors were largely acceptable except for item 8. This item loaded at 0.419 and 0.418 on the peer and teacher factors. The content for item eight is &#x201c;Behaves appropriately outside the classroom&#x201d;. Standardized factor loadings for the Teacher factor ranged from 0.419 to 0.877 (Cronbach&#x2019;s scale alpha &#x3d; 0.778), Work ranged from 0.599 to 0.906 (Cronbach&#x2019;s scale alpha &#x3d; 0.847), and for Peer ranged from 0.418 to 0.904 (Cronbach&#x2019;s scale alpha &#x3d; 0.897). The latent correlations between these factors ranged from 0.735 to&#x20;0.887.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Shows results from a confirmatory factor analysis of a three - factor model with good fit. Standardized factor loadings are largely acceptable except for item 8 (items loads 0.419 and 0.418 on two factors, the item is &#x201c;Behaves appropriately outside the classroom&#x201d;). Acceptable standardized factor loadings for the teacher factor ranges from 0.538 to 0.877 (Cronbach&#x2019;s scale alpha &#x3d; 0.778), work ranges from 0.599 to 0.736 (Cronbach&#x2019;s scale alpha &#x3d; 0.847), and for peer ranged from 0.418 to 0.904 (Cronbach&#x2019;s scale alpha &#x3d; 0.897). The latent correlations between these factors are positive and significant and range from 0.735 to 0.887.</p>
</caption>
<graphic xlink:href="feduc-06-681873-g002.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s9">
<title>Discussion</title>
<p>This study evaluated the psychometric properties of a Swedish adaption of ESBA. Observed scale reliability was consistently good across the different tested models. CFA results indicated that the one-factor model showed good fit except for CFI. Prior studies in the United&#x20;States and Norway have shown support for a single factor model, but also two-factor models (<xref ref-type="bibr" rid="B12">Pennefather and Smolkowski, 2015</xref>; <xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>). The present results are a first step and additional Swedish studies are needed to rule in or out the ultimate value of a single factor ESBA&#x20;model.</p>
<p>Results indicated the clearest support for a three- and two-factor model. The three-factor structure had an instructional part (teacher), work in the classroom more independently part (work), and working and playing with peers (peers). The two-factor structure comprised an instructional part (teacher) and the part working and playing with peers (peers). Support for a two-factor model is consistent with the Norwegian ESBA study (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al., 2018</xref>). The present study sample consisted of second graders, compared to the Norwegian study, which had a sample that ranged from grades one to six. Although the three-factor model showed good fit and largely acceptable factor loadings, item eight did evidence less than ideal factor loadings on two factors, and the model shows a high correlation between the teacher and work factors (<italic>r</italic>&#x20;&#x3d; 0.887). Future psychometric ESBA studies would provide more evidence in favor or against the future use of the three-factor model tested in this&#x20;study.</p>
<p>From the perspective of practice, the one-two- and three-factor models are similar in some ways but they address different areas of prosocial school behaviors. Therefore, the scales can serve different screening purposes. Students who score inadequately on the subscale in the instructional part (teacher) can get support in how to behave in the classroom. Students who score poorly on the subscale in having difficulties working more independently (work) can get extra assistance in the classroom or students who score inadequately with peers (peers) can get support to interact with peers outside the classroom and to handle acute feelings. In the Swedish curriculum (<xref ref-type="bibr" rid="B18">Swedish National Agency for Education, 2011</xref>), it is stated that the teachers should stimulate, supervise and provide special support to students with difficulties. The subscales can promote this work as the difficulties are identified. This first trial of the ESBA in our context showed that the teachers accept it and find it useful. A recent review confirmed that teachers found ESBA feasible and acceptable (<xref ref-type="bibr" rid="B3">Brann et&#x20;al., 2021</xref>). In our view, the indications of high acceptability of the ESBA are related to the strengths-based positive formulations and the construct relevance to rather universal core prosocial behaviors in the elementary classroom.</p>
</sec>
<sec id="s10">
<title>Limitations and Conclusion</title>
<p>The selection of schools was based on convenience sampling and therefore this limits the generalizability of these findings to other Swedish elementary school children in grade two, as well as in other grades and ages not included in this sample. While a strength of the sampling approach was that participating schools were located in different areas, future research would benefit from testing ESBA in schools with a wide range of socio-economic conditions. Another limitation was that the study involved second-grade students, which are 8-year-olds in Sweden, meanwhile, the Norwegian study involved students from grades 1&#x2013;6 Further research in Sweden is needed to explore the utilization of ESBA with several ages. Another limitation is that only one aspect of validity was tested, namely, construct validity, and other Swedish psychometric tests of ESBA examining concurrent and predictive validity are important to pursue. However, despite the noted limitations, this study provided preliminary evidence in support of the psychometric properties of ESBA, when used with young Swedish children (grade 2) and this is consistent with evidence in support of ESBA&#x2019;s use with Norwegian children (<xref ref-type="bibr" rid="B2">Arnesen et&#x20;al.,&#x20;2018</xref>). While there is clear support for the two-factor model, the one and three-factor models cannot be definitely ruled out for&#x20;use in a Swedish primary school context and future research is needed. The use of a model (one, two, or three) could also be guided by teachers&#x2019; focus and goals: the one-factor model could be useful for screening purposes (tier 1, in multitiered models of support) and the three-factor model could be useful in planning targeted interventions (tier 3) (<xref ref-type="bibr" rid="B8">Hemmeter et&#x20;al., 2016</xref>). ESBA has important practical value in that it can identify areas in need of improvement in regards to prosocial school behaviors. ESBA can also be used as a reliable measure of students&#x2019; prosocial school behaviors as an aid to formative work, the evaluation of interventions, and as a guide to evidence-based practices. ESBA is a positively worded scale that can also pinpoint areas in which students need extra support. It can&#x20;be a basis for teachers and parents to collaborate to support students.</p>
</sec>
</body>
<back>
<sec id="s11">
<title>Data Availability Statement</title>
<p>The data for this study is not publicly available as this study&#x2019;s ethical review does not allow for the primary data to be in a public repository. Individual data requests for de-identified (IPD) will be reviewed for qualified researchers (e.g., Ph.D.) who obtain ethical permission under Swedish ethical regulations/laws for secondary data analysis for purposes such as meta-analysis or confirmation of published study results.</p>
</sec>
<sec id="s12">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication<italic>.</italic>
</p>
</sec>
<sec id="s13" sec-type="COI-statement">
<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>
<fn-group>
<fn id="fn2">
<label>1</label>
<p>The definitions follow the categories defined by the <xref ref-type="bibr" rid="B17">Swedish Association of Local Authorities and Regions (2017)</xref>. A large city is a municipality with more than 200,000 inhabitants. The commuting municipalities have more than 40% of the working population commuting to a large&#x20;city.</p>
</fn>
<fn id="fn3">
<label>2</label>
<p>The socio-economic index has been calculated by Statistics Sweden on behalf of the Swedish National Agency of Education, with the purpose of distributing additional national funding to the schools, based on the SES of the students enrolled the year before. Higher school rank scores correspond to higher poverty levels and entitle schools to greater funding.</p>
</fn>
</fn-group>
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