<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<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.2025.1468944</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 preschool strengths inventory: development and validation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Owens</surname> <given-names>Rhea L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2955142/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Patterson</surname> <given-names>Meagan M.</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="https://loop.frontiersin.org/people/2017277/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Multon</surname> <given-names>Karen D.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychology, University of Minnesota Duluth</institution>, <addr-line>Duluth, MN</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Educational Psychology, University of Kansas</institution>, <addr-line>Lawrence, KS</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Pamela Bryden, Wilfrid Laurier University, Canada</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Rebecca Distefano, University of Minnesota Twin Cities, United States</p>
<p>Margaret Owen, The University of Texas at Dallas, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Meagan M. Patterson, <email>mmpatter@ku.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1468944</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Owens, Patterson and Multon.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Owens, Patterson and Multon</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>There is a lack of research on young children&#x2019;s strengths, likely in part due to limited tools available to identify individual strengths in early childhood. To help address this gap and provide a brief measure for parents, researchers, and practitioners, the 37-item <italic>Preschool Strengths Inventory</italic> (PSI) was developed. First, focus groups with parents were conducted to identify strengths in early childhood. Based on the results of the focus groups and a review of the research, items were developed, reviewed by experts, and tested through exploratory and confirmatory factor analysis. The five factors identified were: <italic>Dynamic, Dependable, Caring, Inspiring,</italic> and <italic>Organized.</italic> Lastly, validity was tested and established with measures of personality traits and social skills, and the PSI&#x2019;s test&#x2013;retest reliability was examined. Results provide support for the content structure, reliability, and validity of the PSI. The PSI can provide the ability to study strengths beginning early in life and provide a foundation to develop strengths-focused interventions.</p>
</abstract>
<kwd-group>
<kwd>strengths</kwd>
<kwd>assets</kwd>
<kwd>early childhood</kwd>
<kwd>assessment</kwd>
<kwd>positive psychology</kwd>
<kwd>measure</kwd>
<kwd>instrument</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="79"/>
<page-count count="14"/>
<word-count count="12317"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Developmental Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Strengths are central to the field of positive psychology and the strengths literature has established that identifying, using, and developing strengths can ameliorate risk factors and promote well-being (e.g., <xref ref-type="bibr" rid="ref23">Ghielen et al., 2018</xref>; <xref ref-type="bibr" rid="ref37">Lavy, 2019</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>; <xref ref-type="bibr" rid="ref60">Seligman and Csikszentmihalyi, 2000</xref>). Although the benefits of strengths are apparent across a variety of contexts, the literature related to strengths has focused primarily on adults and adolescents, with limited research involving children (<xref ref-type="bibr" rid="ref52">Owens and Waters, 2020</xref>; <xref ref-type="bibr" rid="ref55">Proctor et al., 2011</xref>; <xref ref-type="bibr" rid="ref58">Quinlan, 2015</xref>). Despite the increasing attention to positive psychology principles in early childhood development and education in recent years (e.g., <xref ref-type="bibr" rid="ref2">Baker et al., 2017</xref>; <xref ref-type="bibr" rid="ref41">Lottman et al., 2017</xref>; <xref ref-type="bibr" rid="ref66">Waters et al., 2022</xref>), there has been relatively little focus on the identification of individual-level strengths in young children. Therefore, the purpose of the studies presented in this paper was to develop and validate a brief strengths measure to identify individual, internal strengths present in children 3&#x2013;5&#x202F;years of age.</p>
<p>From a prevention and early intervention perspective, focusing attention on the strengths development process early in childhood is advantageous (<xref ref-type="bibr" rid="ref22">Galloway et al., 2020</xref>; <xref ref-type="bibr" rid="ref27">Hage et al., 2007</xref>; <xref ref-type="bibr" rid="ref49">Nelson et al., 2003</xref>; <xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>; <xref ref-type="bibr" rid="ref52">Owens and Waters, 2020</xref>). The strengths development process begins with the identification of strengths (<xref ref-type="bibr" rid="ref14">Clifton et al., 2006</xref>). Thus, assessments with the goal of identifying individual strengths in young children can help provide the means to begin the strengths development process early in life, likely resulting in a number of beneficial outcomes. For example, a developmentally appropriate framework for reflection on children&#x2019;s strengths may help parents to provide appropriate forms of praise (e.g., non-inflated praise; <xref ref-type="bibr" rid="ref8">Brummelman et al., 2017</xref>) or facilitate parent&#x2013;child conversations about strengths, which can in turn promote positive parent&#x2013;child relationships (<xref ref-type="bibr" rid="ref24">Goodman et al., 2021</xref>). In the school setting, teachers could help students learn to use their individual strengths to enhance their educational experience and learning outcomes (<xref ref-type="bibr" rid="ref22">Galloway et al., 2020</xref>). Related to mental health, developmentally appropriate strengths interventions could be designed to enhance well-being and address challenges, a noticeable gap in the literature (<xref ref-type="bibr" rid="ref52">Owens and Waters, 2020</xref>).</p>
<sec id="sec2">
<title>Strengths in early childhood</title>
<p>In the positive psychology literature, there are several conceptualizations and definitions of strengths (<xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>). Across definitions, strengths are generally viewed as unique dispositional characteristics that represent what people are good at and promote positive outcomes, such as well-being (<xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>). The definition that guided the development of the PSI extends from the trait theory framework (<xref ref-type="bibr" rid="ref11">Carr, 2004</xref>): strengths represent positive traits or skills that promote optimal functioning (<xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>). In line with this framework, strengths are observed to be fairly stable across the lifespan, but they are not fixed and can be strengthened as a result of environmental/contextual factors or interventions (e.g., <xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref5">Bowers et al., 2010</xref>; <xref ref-type="bibr" rid="ref23">Ghielen et al., 2018</xref>; <xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>). Strengths can also be characterized into higher-order and lower-order characteristics, similar to the classification of personality traits (<xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>; <xref ref-type="bibr" rid="ref57">Putnam et al., 2001</xref>).</p>
<p>Although there are commonalities in the conceptualization of strengths with personality traits and key developmental tasks/abilities, there are some important distinctions. Personality traits represent stable ways in which people differ from one another without valence or the goal of achieving desirable outcomes (<xref ref-type="bibr" rid="ref21">Funder, 2024</xref>). Developmental tasks tend to reflect what is necessary or expected for children of a given age or developmental stage (<xref ref-type="bibr" rid="ref44">McCormick et al., 2011</xref>). Conversely, strengths are valenced (i.e., focused on positive characteristics resulting in beneficial outcomes) and reflect characteristics that are particularly strong within an individual compared to their peers or other characteristics and abilities they possess (<xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>). Existing conceptualizations of strengths also tend to focus on traits, rather than cognitive developmental factors such as intelligence, memory, or executive functioning or specific abilities and talents such as athletic or musical ability (<xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>; <xref ref-type="bibr" rid="ref62">Shoshani, 2019</xref>). For young children in particular, strengths may be incorporated into identity in a way that personality traits and developmental tasks are not, given young children&#x2019;s tendencies to focus on accomplishments and positive characteristics when thinking about the self (<xref ref-type="bibr" rid="ref29">Harter, 1999</xref>).</p>
<p>As noted above, there is little research on strengths in early childhood that focuses on identifying and measuring strengths specific to this developmental stage. Our approach to strengths identification incorporates both inductive (i.e., focus groups) and deductive (i.e., review of developmental literature) methods for item generation. Although inductive methods relying on the qualitative responses of parents provided the overall structure for measurement, we expected that some of the strengths identified from the focus groups would likely map onto established constructs from research in early childhood development. For instance, the strength of kindness might overlap with elements of social competence, and the strength of positivity might overlap with the positive emotionality dimension of temperament. Our focus on a trait-like conceptualization of strengths connects to the literature on early childhood temperament and personality (<xref ref-type="bibr" rid="ref12">Caspi et al., 2005</xref>; <xref ref-type="bibr" rid="ref61">Shiner and DeYoung, 2013</xref>; <xref ref-type="bibr" rid="ref63">Slobodskaya, 2021</xref>) and aligns with the individual strengths literature (<xref ref-type="bibr" rid="ref11">Carr, 2004</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>).</p>
</sec>
<sec id="sec3">
<title>Existing strengths measures</title>
<p>Although a number of strengths measures are available for adults (e.g., <xref ref-type="bibr" rid="ref40">Lopez et al., 2005</xref>; <xref ref-type="bibr" rid="ref54">Peterson and Seligman, 2004</xref>) and adolescents (e.g., <xref ref-type="bibr" rid="ref39">Leffert et al., 1998</xref>; <xref ref-type="bibr" rid="ref40">Lopez et al., 2005</xref>; <xref ref-type="bibr" rid="ref53">Park and Peterson, 2006</xref>), few measures exist for assessing individual strengths in young children. To the authors&#x2019; knowledge, there are currently three extant measures of strengths for preschool-aged children: the Behavioral and Emotional Rating Scale (BERS-2; <xref ref-type="bibr" rid="ref9">Buckley and Epstein, 2004</xref>; <xref ref-type="bibr" rid="ref20">Epstein et al., 2009</xref>; ages 5&#x2013;18), the Devereux Early Childhood Assessment (DECA; <xref ref-type="bibr" rid="ref38">LeBuffe and Naglieri, 1999</xref>; ages 2&#x2013;5), and the Character Strengths Inventory for Early Childhood (CSI-EC; <xref ref-type="bibr" rid="ref62">Shoshani, 2019</xref>; ages 3&#x2013;6). However, neither the BERS-2 nor the DECA focus on <italic>individual, internal</italic> strengths of young children from a promotive perspective (i.e., designed to focus on positive characteristics without the presence of problems or risk). Rather, both the BERS-2 and DECA were designed based upon resilience literature. Despite the importance of resilience as a construct, it implies that some form of risk or barrier is present (<xref ref-type="bibr" rid="ref69">Zolkoski and Bullock, 2012</xref>).</p>
<p>The CSI-EC is a parent report measure that was developed to measure young children&#x2019;s strengths consistent with the VIA classification of character strengths (<xref ref-type="bibr" rid="ref62">Shoshani, 2019</xref>). The measure includes 24 strengths clustered into four areas (i.e., interpersonal, intellectual, temperance, and transcendence). Interpersonal strengths include social intelligence, love, kindness, perspective, leadership, bravery, fairness, and teamwork. Intellectual strengths include love of learning, curiosity, appreciation of beauty, and creativity. Temperance strengths include self-regulation, modesty, prudence, forgiveness, open-mindedness, and persistence. Transcendence strengths include humor, zest, hope, authenticity, spirituality, and gratitude. Although the items of the CSI-EC were designed to assess parents&#x2019; perceptions of strength in children ages 3&#x2013;6, the measure was created by writing items to align with the existing 24 character strengths of the VIA classification&#x2014;strengths that were originally identified with an adult sample. The goal of this study and the PSI was to create a tool specifically designed to identify individual, internal strengths in early childhood.</p>
</sec>
<sec id="sec4">
<title>The present research</title>
<p>Identifying and developing strengths has many benefits for individuals across the lifespan; however, those benefits are scarcely represented in the research on young children. Assessment tools with a focus on internal, individual strengths could help further the literature and establish evidenced-based strengths practices for young children.</p>
<p>To develop the PSI, several steps were taken. First, focus groups with parents of young children (ages 3&#x2013;5) were conducted to identify specific strengths (Study 1). Scale items were created based on data from the focus groups as well as constructs from existing developmental literature, and an exploratory factor analysis (EFA) followed by a confirmatory factor analysis (CFA) were conducted of the items generated (Study 2). Finally, test&#x2013;retest reliability was examined and validity was tested with measures of personality traits and social skills (Study 3).</p>
</sec>
</sec>
<sec id="sec5">
<title>Study 1: parent focus groups</title>
<p>In study 1, focus groups with parents of preschool-aged children were conducted to inform the development of items for the PSI.</p>
<sec id="sec6">
<title>Methods</title>
<sec id="sec7">
<title>Participants</title>
<p>Parents/guardians of 3&#x2013;5&#x202F;year old children (<italic>M</italic>&#x202F;=&#x202F;3.60, <italic>SD</italic>&#x202F;=&#x202F;0.87) were recruited through preschools and day care centers in the Midwestern United States. Participation was voluntary and no compensation was provided to participants. Seventeen parents (65% mothers, 35% fathers, age <italic>M</italic>&#x202F;=&#x202F;36.94, <italic>SD</italic>&#x202F;=&#x202F;6.27) participated in one of four focus groups. The parent sample was 70% White, 12% Asian, 6% African American/Black, and 12% of another race/ethnicity.</p>
</sec>
<sec id="sec8">
<title>Procedure</title>
<p>A semi-structured interview protocol was developed by the first author and reviewed by several experts in developmental, school, and counseling psychology. The questions were designed to facilitate discussion about what strengths parents recognized in children across different settings to help identify which strengths to include in the initial item set. Questions included: (a) What is your definition of a strength? (b) Tell me about a time your child was at their best. What did that look like in your child? (c) What are your child&#x2019;s strengths? What is your child particularly good at? At what age did your child begin showing these strengths? (d) What positive behaviors do you see in your child in different settings (home, school, with friends, with family, alone, etc.)? (e) What positive behaviors do you see in other children that you do not necessarily see in your child? The focus groups were conducted by the first author and were 45&#x2013;75&#x202F;min in length.</p>
<p>The focus groups were audio-recorded and later transcribed by the first author and two trained research assistants. The data was analyzed and coded using a basic interpretative approach (<xref ref-type="bibr" rid="ref46">Merriam and Grenier, 2019</xref>). This method was chosen to discover and understand the perspectives of parents&#x2019; perceptions of young children&#x2019;s strengths. With this method, data are inductively analyzed to identify common themes across the data.</p>
<p>When coding, the researchers listened for and kept an ongoing list of adjectives or traits either described or explicitly labeled by the parents and independently generated a list of characteristics. These characteristics were then organized into broader categories by the researchers based on similarities among the characteristics. Both the individual characteristics and broader themes were compared and discussed among the three researchers until a consensus within the group was reached.</p>
<p>Several qualitative best practice strategies were used throughout the research process (see <xref ref-type="bibr" rid="ref6">Brod et al., 2009</xref>; <xref ref-type="bibr" rid="ref34">Johnson et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Whittemore et al., 2001</xref>). These included purposive sampling of young children&#x2019;s parents, using a semi-structured interview, and one researcher leading all of the focus groups. The focus groups were also conducted until it appeared data saturation was reached; saturation was judged as being met when there was repetition of themes across the focus groups and no new additional strengths were identified. In addition, the focus groups were transcribed verbatim, and prior to starting the coding, the researchers engaged in researcher reflexivity by acknowledging and discussing their potential biases with one another. During the coding process, researcher triangulation was achieved by involving three researchers, and early on a literature review was conducted to see how emerging themes aligned with the existing literature. Finally, an auditor and expert checking were used (e.g., <xref ref-type="bibr" rid="ref6">Brod et al., 2009</xref>; <xref ref-type="bibr" rid="ref34">Johnson et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Whittemore et al., 2001</xref>).</p>
</sec>
</sec>
<sec id="sec9">
<title>Study 1 results and discussion</title>
<p>Four broad, overarching themes were identified from the parent focus groups. These included interpersonal strengths (i.e., characteristics that involve interacting with others), intrapersonal strengths (i.e., characteristics within a person), cognitive strengths, and physical strengths. Given the PSI&#x2019;s goal to measure trait-like strengths, some cognitive strengths (e.g., memory) and physical strengths (e.g., coordination) mentioned in the focus groups were not included in the measure development process, as these abilities were outside of the scope of the intended measure. Examples of the themes identified from the focus groups can be found in <xref ref-type="table" rid="tab1">Table 1</xref>. Overall, these themes are aligned with the theoretical basis of trait theory (<xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>), which suggests there are a number of defined positive characteristics that represent individual differences across people.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Example strengths from focus groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Strength</th>
<th align="left" valign="top">Parent examples</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Active</td>
<td align="left" valign="top">&#x201C;It&#x2019;s really amazing that [spatial abilities] carries over to her physical abilities. She learned to do the monkey bars really early and she can do lots of things with her body and space that a lot of kids her age cannot do.&#x201D;<break/>&#x201C;My daughter is at her best during sports. When she&#x2019;s doing what she knows. She&#x2019;s just like, &#x2018;Dad, did you see me catch that?&#x2019;&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Creative</td>
<td align="left" valign="top">&#x201C;She&#x2019;s very creative. She tells these &#x2013; even when she was little &#x2013; she started telling these stories. And she uses literary devices in them.&#x201D;<break/>&#x201C;My little guy has an active imagination&#x2026;He can literally play in his room with his dinosaurs for 30 to 40&#x202F;min before he comes downstairs and tells me the story of the dinosaurs and what&#x2019;s going on because dinosaurs have families&#x2026;&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Curious</td>
<td align="left" valign="top">&#x201C;&#x2026;she&#x2019;s very observant and kind of taking in everything that&#x2019;s she&#x2019;s seeing going on around her.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Deliberate</td>
<td align="left" valign="top">&#x201C;We were making gingerbread houses yesterday. Some of the kids were done in like 10&#x202F;min and he sat there for 45&#x202F;min very strategically putting things down. For him, he&#x2019;s thinking things through very much.&#x201D;<break/>&#x201C;You know the deep thought processes and being able to take a long amount of time to be able to complete things and complete them well.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Empathic</td>
<td align="left" valign="top">&#x201C;I can see my daughter come up and put her hand around her [sister] and pat her neck, ask her if she can get her a glass of water when she cannot even reach the faucet.&#x201D;<break/>&#x201C;And she really, she really cares. It really struck me when Sarah got pinched in the swing&#x2026;April did not quite see how it happened, but she was so worried about Sarah that she&#x2026;tried her level best to try to hurt herself with the swing. She was trying to pinch herself with it and finally she just pushed it as hard as she could and let it bonk her on the head because it was the only way for her to figure out how to show her empathy for Sarah being hurt.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Enthusiastic</td>
<td align="left" valign="top">&#x201C;&#x2026;very effervescent&#x2026;she always loves to know what her friends are doing and get involved.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Flexible</td>
<td align="left" valign="top">&#x201C;My son is very good at adapting to difficult situations, like surprisingly. We lived abroad last year for a semester. I thought this would be really difficult for him; he&#x2019;s just gung-ho about everything. You know, eating different food and just wanting to go on three airplanes in one day.&#x201D;<break/>&#x201C;&#x2026;sometimes he comes to school with me and he&#x2019;s there for 10&#x202F;h, and being able to kind of go with the flow and not get upset easily&#x2026;It&#x2019;s just amazing to me he switches classrooms and he has different teachers in the morning than in the afternoon and he does not seem affected by it.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Focused</td>
<td align="left" valign="top">&#x201C;She&#x2019;s really focused on what she&#x2019;s doing when she&#x2019;s doing it. And I&#x2019;ve noticed that from her ever since she was a baby, so was always focused in on something and even to this day, her favorite thing is stuffed animals and she has this imaginary world with all her stuffed animals and she&#x2019;ll be in her room for like an hour in her own little imaginary world and it&#x2019;s very intricate, she very detailed-oriented&#x2026;I&#x2019;d say that&#x2019;s her strength &#x2013; to be very focused&#x201D;<break/>&#x201C;She got a sticker on her shirt because she was the only one paying attention. So I&#x2019;m seeing things happening because she&#x2019;s getting better and better at this. And that&#x2019;s what&#x2019;s kind of brought it out as one of her strengths is that she&#x2019;s beginning to get recognized for it&#x2026;She&#x2019;s very focused in her room. She&#x2019;ll just go in her room, and I like giving her time to do whatever she wants and she&#x2019;ll come out like 20&#x202F;min later with a very detailed drawing, age appropriate.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Generous</td>
<td align="left" valign="top">&#x201C;She&#x2019;s very caring and generous, and she makes use of that as well.&#x201D;<break/>&#x201C;I can think of times when my daughter, mainly my oldest daughter, wanted something that she [my youngest daughter] had or needed and chose instead to keep, where the youngest would share it on her own without any prompting from me&#x2026;it definitely as a parent it was a time I was impressed with her and her thought process and how she thought it was more important for her older sister to have it especially since she was the youngest.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Gregarious</td>
<td align="left" valign="top">&#x201C;Kaden is a natural. She just lights up the room. She just immediately makes friends. She&#x2019;s one of those people that people want to make friends with. She&#x2019;s just fun, giggly, and ridiculous.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Helpful</td>
<td align="left" valign="top">&#x201C;Harper, at school, she really likes to help people.&#x201D;<break/>&#x201C;When my youngest son was born, my daughter really stepped up to be responsible and helpful&#x2026;She was like &#x2018;I&#x2019;ll help do this and I&#x2019;ll help do that.&#x2019; She still likes to play mother hen.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Humorous</td>
<td align="left" valign="top">&#x201C;Well, she&#x2019;s got a very good sense of humor. She knows how to get other kids to laugh.&#x201D;<break/>&#x201C;It seems like the sense of humor started younger, but he showed that as a strength even as young as 9 or 10&#x202F;months just as an understanding and trying to make people laugh. Even when we went to his pediatrician for his 9-month check up and he went &#x2018;Oh you have your hands full with this one. He&#x2019;s going to be a partier!&#x2019; Because he just likes to have a good time. He always wants to have a good time and always laughs. But I think that sense of humor started pretty young, and some of the other things later&#x2026;&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Leadership</td>
<td align="left" valign="top">&#x201C;Hannah does really well if you give her leadership responsibility. She seems to really enjoy having the job&#x2026;If I ask her to take care of her little sister, she&#x2019;ll look after her. Just have to give her responsibilities and brings out the big sister in her.&#x201D;<break/>&#x201C;She&#x2019;s very bossy and proud at home.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Open-minded</td>
<td align="left" valign="top">&#x201C;&#x2026;she knows they are different, but she does not see things as gender, as boys or girls, or color [race or ethnicity].&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Organized</td>
<td align="left" valign="top">&#x201C;My daughter, Helena, likes to order things and organize things.&#x201D;<break/>&#x201C;And she really likes organizing things&#x2026;The teacher says she does not like to nap, so during nap time she folded her blanket square by square by square so to make it smaller and then unfold it and do it again so she can make a square.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Persistent</td>
<td align="left" valign="top">&#x201C;&#x2026;she&#x2019;s so persistent&#x2026;but she gets something in her head and she just cannot be moved until she&#x2019;s finished what she&#x2019;s got going on&#x2026;&#x201D;<break/>&#x201C;&#x2026;She was at the park and she was climbing this climbing wall that was made for much bigger kids and her sister did not see her do it&#x2026;So Kelsey [her sister] said, &#x2018;Hey, do it again so I can see.&#x201D; So Emily was like &#x2018;Okay!&#x2019; and she gets halfway up, I&#x2019;m standing back, and she gets halfway up and she falls off&#x2026;I came back over and put her back on the wall and she finished climbing it, and I could see her little muscles shaking with fatigue from the force of the fall. But she finished climbing it because that&#x2019;s what she set out to do.&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Positive</td>
<td align="left" valign="top">&#x201C;She always plays with everybody, always laughing, always smiling&#x2026;&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Self-disciplined</td>
<td align="left" valign="top">&#x201C;I think there was a situation at school where someone took a toy away from her. I was dropping her off or something. She just kind of sat there and looked at them and tried to calculate what just happened and how she should handle it.&#x201D;<break/>&#x201C;She has fears about doing things for the first time, but she just does it and says, &#x2018;I&#x2019;m just going to be very careful so I can do it, I can do it, I can do it Mommy!&#x2019;&#x201D;</td>
</tr>
<tr>
<td align="left" valign="top">Warm</td>
<td align="left" valign="top">&#x201C;And she has a lovely caring nature. She&#x2019;s very protective of her younger siblings.&#x201D;<break/>&#x201C;Yeah, they really care about people. Yeah, when there&#x2019;s a birthday party she knows, oh what would they like, and most children at that age, if you say &#x2018;What do they want for their birthday?&#x2019; most children will say what they want&#x2026;And Tessa will say, &#x2018;Oh they want such and such,&#x2019; and I know it&#x2019;s not something Tessa&#x2019;s in[to].&#x201D;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>All names included are pseudonyms.</p>
</table-wrap-foot>
</table-wrap>
<p>Upon completion of the focus groups, the strengths identified by parents were compared to the temperament, personality, and trait literature, which guided the final decisions of which traits were included in the item-development phase, discussed further in Study 2. Within the broad categories of intrapersonal and interpersonal strengths, many characteristics identified by the parents aligned with personality traits such as extraversion, openness, agreeableness, and conscientiousness (<xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>). For example, strengths aligned with the trait of extraversion included descriptors such as active, enthusiastic, positive, gregarious, and leadership; strengths aligned with the trait of conscientiousness included deliberate, focused, organized, persistent, and self-disciplined. However, there were also some strengths that did not directly align with trait categories identified by <xref ref-type="bibr" rid="ref13">Caspi and Shiner (2006)</xref>, such as humorous.</p>
</sec>
</sec>
<sec id="sec10">
<title>Study 2: instrument development</title>
<p>The purpose of study 2 was to build on the themes identified in study 1 to construct a quantitative measure of strengths that could be completed by parents to identify strengths in their young children. Steps for scale construction recommended by <xref ref-type="bibr" rid="ref65">Walsh and Betz (2001)</xref> were used to guide the development of the PSI. First, a large pool of items was created and reviewed by experts. The items were then administered to an appropriate sample of participants. Finally, reliability estimates were examined.</p>
<sec id="sec11">
<title>Study 2 methods</title>
<sec id="sec12">
<title>Scale construction</title>
<sec id="sec13">
<title>Item construction</title>
<p>The themes identified in study 1 were consistent with a trait-based approach to examining strengths in early childhood. We built upon these identified areas of strengths by incorporating related constructs from <xref ref-type="bibr" rid="ref13">Caspi and Shiner (2006)</xref> proposed taxonomy of higher- and lower-order traits present in childhood and adolescence. The following criteria were used to determine the final list of characteristics included in the item pool: (a) the item must refer to an individual, internal characteristic; (b) consistent with a strengths-based approach, only positive characteristics were included; and (c) to reduce redundancy and create a measure of manageable length, adjectives that were similar in meaning were not included; rather, only one adjective that was most commonly found in the literature was included.</p>
<p>The characteristics included in the development of the PSI that were represented in both the parent focus groups and the developmental trait literature were: active, creative, curious, deliberate, empathic, enthusiastic, flexible, focused, generous, gregarious, helpful, humorous, leadership, open-minded, organized, persistent, positive, self-disciplined, and warm. Additional constructs drawn from the literature were: accepting, altruistic, calm, cooperative, goal-oriented, modest, and trustworthy.</p>
<p>Nine face-valid items were created for each characteristic (i.e., active, accepting, altruistic, calm, cooperative, creative, curious, deliberate, empathic, enthusiastic, flexible, focused, generous, goal-oriented, gregarious, helpful, humorous, leadership, modest, open-minded, organized, persistent, positive, self-disciplined, trustworthy, and warm), resulting in an initial pool of 234 items. Experts in developmental psychology (<italic>n</italic>&#x202F;=&#x202F;1), early childhood education (<italic>n</italic>&#x202F;=&#x202F;2), and counseling/clinical psychology (<italic>n</italic>&#x202F;=&#x202F;3) reviewed the items for content validity and clarity. The experts included four women and two men; five of the experts identified as White and one identified as Latina. Reviewers were asked to examine (a) whether items were conceptually aligned with the strength/trait they were intended to assess and (b) structural features of the items such as clarity of wording, reading level required for comprehension, and ambiguity (<xref ref-type="bibr" rid="ref18">DeVellis, 2017</xref>). The experts suggested clarifying the wording of the initial instructions, reducing the number of items presented at one time on the online survey screen, and using a progress bar on the online survey screen. The experts indicated they believed each item reflected the strength it was intended to measure and that the items were clear and concise. The suggestions provided by the experts were implemented, and the experts approved of the changes.</p>
</sec>
<sec id="sec14">
<title>Response scale</title>
<p>The response format for the PSI was designed to address concerns about parents&#x2019; documented tendency to overestimate their children&#x2019;s positive qualities (e.g., <xref ref-type="bibr" rid="ref35">K&#x00E5;rstad et al., 2014</xref>; <xref ref-type="bibr" rid="ref36">Lagattuta et al., 2012</xref>). The PSI response scale was modeled on the Perceived Self-Competence Scale (<xref ref-type="bibr" rid="ref28">Harter, 1982</xref>), which was designed to limit social desirability related to perceived self-competence. With this format, for each item in the Perceived Self-Competence Scale, participants select which description from the two provided best reflects how they perceive themselves and then to what degree (i.e., &#x201C;somewhat&#x201D; or &#x201C;very much&#x201D;). Similarly, with the PSI, parents select the description that is most like their child (e.g., &#x201C;Some children are typically pessimistic&#x201D; or &#x201C;Some children are typically optimistic&#x201D;) and to what degree the description is like their child (i.e., &#x201C;somewhat&#x201D; or &#x201C;very much&#x201D;). Furthermore, the questions were written to describe children in third person and parents were asked to think about their child in the context of the questions; therefore, a sense of distance between the question and the child is established. Items on the PSI were scaled from 1 to 4, with higher scores indicating greater endorsement of the identified strength.</p>
</sec>
</sec>
<sec id="sec15">
<title>Participants and procedure</title>
<p>Parents/guardians (<italic>N</italic>&#x202F;=&#x202F;302, 51% mothers, 49% fathers) of young children (ages 3&#x2013;5) were recruited to participate from preschools and day care centers in the Midwestern United States (<italic>n</italic>&#x202F;=&#x202F;119) and through the online data collection platform Qualtrics (<italic>n</italic>&#x202F;=&#x202F;183). Participants from preschools and day care centers volunteered their time and did not receive any compensation for their participation. Participants recruited from Qualtrics received compensation in Qualtrics cash points ($4), which are exchanged for incentives the participants select. The sample was randomly divided into two groups, with equivalent representation of mothers and fathers in each group, to conduct exploratory and confirmatory factor analyses. This approach is similar to that used in other instrument development studies (e.g., <xref ref-type="bibr" rid="ref62">Shoshani, 2019</xref>).</p>
<p>For the EFA subsample, participants&#x2019; mean age was 36.12&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;7.72) and consisted of 82% White, 6% Asian, 4% African American/Black, 4% Hispanic/Latino/a/x, 2% Multiracial, and 2% of another race/ethnicity. The parents reported the following level of education: 24.5% high school diploma/GED; 39.1% Bachelor&#x2019;s degree; 22.5% Master&#x2019;s degree; 7.3% M.D./Ph.D./J.D.; and 6.6% &#x201C;other&#x201D; education. Their children (49% girls; 51% boys) were 3 (33%), 4 (43%), and 5 (24%) years old. The children&#x2019;s race/ethnicity were: 76% White, 10% Multiracial, 7% Asian, 3% African American/Black, 3% Hispanic/Latino/a/x, and 1% of another race/ethnicity.</p>
<p>For the CFA sample, participants&#x2019; mean age was 34.84&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;7.12). The parent sample consisted of 77% White, 7% Hispanic/Latino/a/x, 6% African American/Black, 5% Asian, 1% Multiracial, 1% of another race/ethnicity, and 2% did not disclose. The parents reported the following level of education: 0.7% less than high school diploma; 23.2% high school diploma/GED; 40.4% Bachelor&#x2019;s degree; 17.9% Master&#x2019;s degree; 7.3% M.D./Ph.D./J.D.; and 10.6% &#x201C;other&#x201D; education. Their children (56% girls, 44% boys) were ages 3 (35%), 4 (40%), and 5 (25%) years old. The children&#x2019;s race/ethnicity were: 70% White, 9% Multiracial, 7% African American/Black, 7% Hispanic/Latino/a/x, 5% Asian, 1% of another race/ethnicity, and 1% not reported.</p>
</sec>
</sec>
<sec id="sec16">
<title>Analytic strategy</title>
<p>Given that the underlying structure of early childhood strengths from a trait perspective was previously unknown, an EFA was selected as the first method of analysis. The EFA was conducted using the maximum likelihood method with a Promax (oblique) rotation. Several parameters were selected <italic>a priori</italic> given the sample size alongside data driven strategies to determine the number of factors included in the final model. Eigenvalues greater than one and the scree plot were initially examined; five or six factors were first identified. The factor loadings of the items were then evaluated. Given the sample size for the EFA was between 150 and 200, the recommended practice of retaining item loadings greater than or equal to 0.50 on at least one factor to ensure the item is a good measure of the overall factor (<xref ref-type="bibr" rid="ref64">Tabachnick and Fidell, 2019</xref>; <xref ref-type="bibr" rid="ref68">Worthington and Whittaker, 2006</xref>) and less than or equal to 0.25 on any other factor to eliminate high cross loadings was used. This method removed items that were either weakly loaded or cross-loaded on a number of factors. Finally, items were reviewed by the authors for weak internal validity and content. The final model resulted in a five-factor model consisting of 37 items (see <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>PSI items, EFA factor loadings, means, and standard deviations and CFA estimates, means, and standard deviations.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Factor/Item</th>
<th align="center" valign="top" colspan="5">EFA factor loadings</th>
<th align="center" valign="top"><italic>M</italic></th>
<th align="center" valign="top"><italic>SD</italic></th>
<th align="center" valign="top">CFA estimates</th>
<th align="center" valign="top"><italic>M</italic></th>
<th align="center" valign="top"><italic>SD</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="11">Dynamic</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are very outgoing</td>
<td align="center" valign="top"><bold>0.83</bold></td>
<td align="center" valign="top">&#x2212;0.07</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">3.21</td>
<td align="center" valign="top">0.97</td>
<td align="center" valign="top">0.45</td>
<td align="center" valign="top">3.13</td>
<td align="center" valign="top">0.95</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;in an unfamiliar situation adapt well</td>
<td align="center" valign="top"><bold>0.81</bold></td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">2.93</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.68</td>
<td align="center" valign="top">2.71</td>
<td align="center" valign="top">0.85</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;find it easy to meet new people</td>
<td align="center" valign="top"><bold>0.71</bold></td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">3.05</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">2.91</td>
<td align="center" valign="top">1.02</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are comfortable when plans change</td>
<td align="center" valign="top"><bold>0.71</bold></td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top">2.73</td>
<td align="center" valign="top">0.97</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">2.65</td>
<td align="center" valign="top">0.95</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>frequently</italic>
</bold> enthusiastic</td>
<td align="center" valign="top"><bold>0.69</bold></td>
<td align="center" valign="top">&#x2212;0.10</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">&#x2212;0.00</td>
<td align="center" valign="top">&#x2212;0.17</td>
<td align="center" valign="top">3.23</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.71</td>
<td align="center" valign="top">3.25</td>
<td align="center" valign="top">1.03</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are able to adapt to unfamiliar situations</td>
<td align="center" valign="top"><bold>0.68</bold></td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">&#x2212;0.10</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">2.75</td>
<td align="center" valign="top">1.02</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">2.69</td>
<td align="center" valign="top">0.92</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are eager to learn new things</td>
<td align="center" valign="top"><bold>0.66</bold></td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">3.38</td>
<td align="center" valign="top">0.89</td>
<td align="center" valign="top">0.57</td>
<td align="center" valign="top">3.40</td>
<td align="center" valign="top">0.81</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> light up when talking with others</td>
<td align="center" valign="top"><bold>0.61</bold></td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top">2.98</td>
<td align="center" valign="top">1.12</td>
<td align="center" valign="top">0.73</td>
<td align="center" valign="top">3.09</td>
<td align="center" valign="top">1.07</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;often come up with original ideas</td>
<td align="center" valign="top"><bold>0.58</bold></td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.20</td>
<td align="center" valign="top">&#x2212;0.13</td>
<td align="center" valign="top">3.23</td>
<td align="center" valign="top">0.89</td>
<td align="center" valign="top">0.63</td>
<td align="center" valign="top">3.15</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are typically optimistic</td>
<td align="center" valign="top"><bold>0.54</bold></td>
<td align="center" valign="top">&#x2212;0.16</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">3.13</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">3.23</td>
<td align="center" valign="top">0.80</td>
</tr>
<tr>
<td align="left" valign="top" colspan="11">Dependable</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are goal-orientated</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top"><bold>0.92</bold></td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">2.96</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">2.75</td>
<td align="center" valign="top">0.76</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;enjoy setting goals for themselves</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top"><bold>0.77</bold></td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">2.87</td>
<td align="center" valign="top">0.84</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">2.81</td>
<td align="center" valign="top">0.76</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> work hard until they achieve their goal</td>
<td align="center" valign="top">&#x2212;0.06</td>
<td align="center" valign="top"><bold>0.68</bold></td>
<td align="center" valign="top">&#x2212;0.11</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">2.86</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.62</td>
<td align="center" valign="top">2.66</td>
<td align="center" valign="top">0.91</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;thrive on setting goals</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top"><bold>0.68</bold></td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">&#x2212;0.09</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">2.79</td>
<td align="center" valign="top">0.84</td>
<td align="center" valign="top">0.68</td>
<td align="center" valign="top">2.81</td>
<td align="center" valign="top">0.77</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;can be trusted with sensitive information</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top"><bold>0.58</bold></td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">&#x2212;0.13</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">2.75</td>
<td align="center" valign="top">0.88</td>
<td align="center" valign="top">0.60</td>
<td align="center" valign="top">2.60</td>
<td align="center" valign="top">0.83</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>consistently</italic>
</bold> responsible</td>
<td align="center" valign="top">&#x2212;0.07</td>
<td align="center" valign="top"><bold>0.58</bold></td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">&#x2212;0.14</td>
<td align="center" valign="top">2.60</td>
<td align="center" valign="top">0.83</td>
<td align="center" valign="top">0.54</td>
<td align="center" valign="top">2.57</td>
<td align="center" valign="top">0.91</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;can easily be depended on</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top"><bold>0.56</bold></td>
<td align="center" valign="top">0.24</td>
<td align="center" valign="top">&#x2212;0.13</td>
<td align="center" valign="top">&#x2212;0.11</td>
<td align="center" valign="top">3.13</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">0.67</td>
<td align="center" valign="top">3.07</td>
<td align="center" valign="top">0.79</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;carefully plan their course of action</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top"><bold>0.50</bold></td>
<td align="center" valign="top">&#x2212;0.16</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">&#x2212;0.13</td>
<td align="center" valign="top">2.66</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">0.69</td>
<td align="center" valign="top">2.58</td>
<td align="center" valign="top">0.84</td>
</tr>
<tr>
<td align="left" valign="top" colspan="11">Caring</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> express compassion for those in pain</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">&#x2212;0.19</td>
<td align="center" valign="top"><bold>0.82</bold></td>
<td align="center" valign="top">&#x2212;0.10</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">3.07</td>
<td align="center" valign="top">1.03</td>
<td align="center" valign="top">0.72</td>
<td align="center" valign="top">3.03</td>
<td align="center" valign="top">0.95</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>very</italic>
</bold> helpful</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top"><bold>0.81</bold></td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">&#x2212;0.11</td>
<td align="center" valign="top">3.07</td>
<td align="center" valign="top">1.06</td>
<td align="center" valign="top">0.64</td>
<td align="center" valign="top">3.07</td>
<td align="center" valign="top">0.95</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>frequently</italic>
</bold> empathic</td>
<td align="center" valign="top">&#x2212;0.16</td>
<td align="center" valign="top">&#x2212;0.05</td>
<td align="center" valign="top"><bold>0.81</bold></td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">3.03</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">2.99</td>
<td align="center" valign="top">0.96</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;enjoy assisting their peers</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top"><bold>0.76</bold></td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">3.19</td>
<td align="center" valign="top">0.88</td>
<td align="center" valign="top">0.76</td>
<td align="center" valign="top">3.17</td>
<td align="center" valign="top">0.84</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;immediately assist others in need of help</td>
<td align="center" valign="top">&#x2212;0.10</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top"><bold>0.72</bold></td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">2.95</td>
<td align="center" valign="top">0.92</td>
<td align="center" valign="top">0.81</td>
<td align="center" valign="top">2.91</td>
<td align="center" valign="top">0.87</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> help their peers and/or siblings</td>
<td align="center" valign="top">&#x2212;0.12</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top"><bold>0.67</bold></td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">3.05</td>
<td align="center" valign="top">0.97</td>
<td align="center" valign="top">0.72</td>
<td align="center" valign="top">2.96</td>
<td align="center" valign="top">0.99</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> make gifts to give to family and friends</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top"><bold>0.67</bold></td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">2.99</td>
<td align="center" valign="top">1.09</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">2.92</td>
<td align="center" valign="top">1.06</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;can identify the emotions others are feeling</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top"><bold>0.65</bold></td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">3.28</td>
<td align="center" valign="top">0.84</td>
<td align="center" valign="top">0.78</td>
<td align="center" valign="top">3.23</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>generally</italic>
</bold> accepting of their peers, despite their differences</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">&#x2212;0.14</td>
<td align="center" valign="top"><bold>0.61</bold></td>
<td align="center" valign="top">&#x2212;0.00</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">3.17</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">0.65</td>
<td align="center" valign="top">3.30</td>
<td align="center" valign="top">0.87</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are <bold><italic>generally</italic>
</bold> patient with others who have different ideas than they do</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top"><bold>0.57</bold></td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">2.76</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">2.77</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top" colspan="11">Organized</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;enjoy spending time organizing their possessions</td>
<td align="center" valign="top">&#x2212;0.06</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top"><bold>0.89</bold></td>
<td align="center" valign="top">&#x2212;0.02</td>
<td align="center" valign="top">2.46</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">2.26</td>
<td align="center" valign="top">0.96</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;enjoy organizing things</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top"><bold>0.88</bold></td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">2.58</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">2.34</td>
<td align="center" valign="top">0.92</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;like to arrange their toys</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top"><bold>0.86</bold></td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">2.85</td>
<td align="center" valign="top">1.05</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">2.70</td>
<td align="center" valign="top">1.05</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;enjoy categorizing their toys or books</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">&#x2212;0.05</td>
<td align="center" valign="top">&#x2212;0.05</td>
<td align="center" valign="top"><bold>0.84</bold></td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">2.83</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">2.58</td>
<td align="center" valign="top">1.02</td>
</tr>
<tr>
<td align="left" valign="top" colspan="11">Inspiring</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;often lead the group when playing</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">&#x2212;0.05</td>
<td align="center" valign="top"><bold>0.90</bold></td>
<td align="center" valign="top">2.77</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">2.54</td>
<td align="center" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;are typically leaders</td>
<td align="center" valign="top">&#x2212;0.01</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">&#x2212;0.13</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top"><bold>0.82</bold></td>
<td align="center" valign="top">2.90</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">2.85</td>
<td align="center" valign="top">0.92</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;tend to decide what the group will play</td>
<td align="center" valign="top">&#x2212;0.00</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.07</td>
<td align="center" valign="top">&#x2212;0.07</td>
<td align="center" valign="top"><bold>0.77</bold></td>
<td align="center" valign="top">2.66</td>
<td align="center" valign="top">0.92</td>
<td align="center" valign="top">0.75</td>
<td align="center" valign="top">2.58</td>
<td align="center" valign="top">0.98</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>typically</italic>
</bold> influence what the group will do</td>
<td align="center" valign="top">&#x2212;0.06</td>
<td align="center" valign="top">&#x2212;0.08</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top"><bold>0.72</bold></td>
<td align="center" valign="top">2.75</td>
<td align="center" valign="top">0.96</td>
<td align="center" valign="top">0.75</td>
<td align="center" valign="top">2.73</td>
<td align="center" valign="top">0.92</td>
</tr>
<tr>
<td align="left" valign="top">&#x2026;<bold><italic>frequently</italic>
</bold> direct the group</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.06</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top"><bold>0.72</bold></td>
<td align="center" valign="top">2.64</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">2.65</td>
<td align="center" valign="top">0.95</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Note: Bold values represent factor loadings on the final primary factors.</p>
</table-wrap-foot>
</table-wrap>
<p>Due to the ordered categorical nature of the items (i.e., dichotomous presentation), a robust weighted least squares estimator (WLSMV) was used to conduct the CFA (<xref ref-type="bibr" rid="ref47">Muth&#x00E9;n and Muth&#x00E9;n, 2017</xref>). Four indices were used to evaluate the fit of the CFA model, including the comparative fit index (CFI), the Tucker-Lewis Index (TLI), the root mean square error of approximation (RMSEA), and the Chi Square of Model Fit (Chi Square). <xref ref-type="bibr" rid="ref30">Hu and Bentler (1995)</xref> empirically examined a number of fit index cutoffs and suggested that in order to minimize Type I and Type II errors, a combination of an absolute fit index (e.g., RMSEA) and relative fit indices (e.g., CFI, TLI) should be used. The Chi-Square Test of Model Fit attempts to fit a model to the observed data, whereas the Chi-Square Test of Model Fit for the Baseline Model represents what the model is expected to be and serves as a null model (<xref ref-type="bibr" rid="ref47">Muth&#x00E9;n and Muth&#x00E9;n, 2017</xref>). Therefore, the lower the chi-square value, the better the fit (<xref ref-type="bibr" rid="ref64">Tabachnick and Fidell, 2019</xref>). As general guidelines, CFI and TLI values of 0.90 or above and RMSEA values of 0.06 or less are considered supportive of good model fit (<xref ref-type="bibr" rid="ref30">Hu and Bentler, 1995</xref>). However, <xref ref-type="bibr" rid="ref7">Browne and Cudeck (1993)</xref> caution model selection is subjective in nature and fit indices should not be used as a &#x201C;mechanical decision process,&#x201D; but rather as a tool to help guide the decision process (p. 157).</p>
</sec>
<sec id="sec17">
<title>Study 2 results</title>
<sec id="sec18">
<title>Exploratory factor analysis</title>
<p>For the final EFA model, the sample size was deemed acceptable given that each factor loading was 0.50 or higher with no high cross loadings (<xref ref-type="bibr" rid="ref26">Guadagnoli and Velicer, 1988</xref>; <xref ref-type="bibr" rid="ref68">Worthington and Whittaker, 2006</xref>). See <xref ref-type="table" rid="tab2">Table 2</xref> for factor loadings, means, and standard deviations. Overall, the five-factor model had strong factor loadings (0.50&#x2013;0.92), did not have any substantial cross loadings (&#x2264; 0.24), and could be identified by the &#x201C;bend&#x201D; in the scree plot.</p>
<sec id="sec19">
<title>Factors and factor interpretability</title>
<p>The items that remained following the implementation of the final decision rules for item retention aligned conceptually based upon trait theory. The five factors identified and corresponding percentage of variance accounted for by each factor included: <italic>Dynamic</italic> (21%)<italic>, Dependable</italic> (14%)<italic>, Caring</italic> (11%)<italic>, Organized</italic> (8%), and <italic>Inspiring</italic> (6%). A description of each factor follows. See <xref ref-type="table" rid="tab2">Table 2</xref> for all items organized by strength and <xref ref-type="supplementary-material" rid="SM1">Supplementary Appendix 1</xref> for the full measure.</p>
<list list-type="bullet">
<list-item>
<p><italic>Dynamic</italic> (10 items) describes a young child who is enthusiastic, positive, creative, flexible, curious, and gregarious.</p>
</list-item>
<list-item>
<p><italic>Dependable</italic> (8 items) describes a young child who is goal-oriented, deliberate, and trustworthy.</p>
</list-item>
<list-item>
<p><italic>Caring</italic> (10 items) describes a young child who is accepting of others, empathic, generous, and helpful.</p>
</list-item>
<list-item>
<p><italic>Organized</italic> (4 items) describes a young child who arranges, categorizes, and organizes.</p>
</list-item>
<list-item>
<p><italic>Inspiring</italic> (5 items) describes a young child who is decisive, directive, influential among a group, and a leader.</p>
</list-item>
</list>
</sec>
<sec id="sec20">
<title>Reliability estimates</title>
<p>Internal consistency was examined for this sample. Cronbach&#x2019;s alphas ranged from 0.82&#x2013;0.89 across the 5 subscales, demonstrating good internal consistency. The reliability estimates for each subscale can be found in <xref ref-type="table" rid="tab3">Table 3</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Descriptive statistics and Cronbach&#x2019;s alphas for the PSI&#x2019;s five subscales across four samples by children&#x2019;s age and gender.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">All Ages</th>
<th align="center" valign="top">3&#x202F;year olds</th>
<th align="center" valign="top">4&#x202F;year olds</th>
<th align="center" valign="top">5&#x202F;year olds</th>
<th align="center" valign="top">Boys</th>
<th align="center" valign="top">Girls</th>
<th align="center" valign="top">Cronbach&#x2019;s</th>
</tr>
<tr>
<th/>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top"><italic>M(SD)</italic></th>
<th align="center" valign="top">Alpha</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="8">EFA sample (<italic>N</italic> =&#x202F;151)</td>
</tr>
<tr>
<td align="left" valign="top">Dynamic</td>
<td align="center" valign="top">3.06(0.65)</td>
<td align="center" valign="top">3.16(0.50)</td>
<td align="center" valign="top">2.97(0.77)</td>
<td align="center" valign="top">3.09(0.59)</td>
<td align="center" valign="top">3.14(0.54)</td>
<td align="center" valign="top">2.98(0.74)</td>
<td align="center" valign="top">0.87</td>
</tr>
<tr>
<td align="left" valign="top">Dependable</td>
<td align="center" valign="top">2.83(0.56)</td>
<td align="center" valign="top">2.79(0.54)</td>
<td align="center" valign="top">2.90(0.56)</td>
<td align="center" valign="top">2.75(0.57)</td>
<td align="center" valign="top">2.81(0.55)</td>
<td align="center" valign="top">2.84(0.57)</td>
<td align="center" valign="top">0.82</td>
</tr>
<tr>
<td align="left" valign="top">Caring</td>
<td align="center" valign="top">3.06(0.68)</td>
<td align="center" valign="top">2.88(0.77)</td>
<td align="center" valign="top">3.17(0.60)</td>
<td align="center" valign="top">3.08(0.64)</td>
<td align="center" valign="top">2.95(0.70)</td>
<td align="center" valign="top">3.16(0.65)</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top">Organized</td>
<td align="center" valign="top">2.68(0.86)</td>
<td align="center" valign="top">2.62(0.83)</td>
<td align="center" valign="top">2.66(0.93)</td>
<td align="center" valign="top">2.81(0.77)</td>
<td align="center" valign="top">2.70(0.81)</td>
<td align="center" valign="top">2.66(0.91)</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top">Inspiring</td>
<td align="center" valign="top">2.74(0.77)</td>
<td align="center" valign="top">2.63(0.80)</td>
<td align="center" valign="top">2.86(0.75)</td>
<td align="center" valign="top">2.68(0.74)</td>
<td align="center" valign="top">2.61(0.75)</td>
<td align="center" valign="top">2.88(0.77)</td>
<td align="center" valign="top">0.87</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8">CFA sample (<italic>N</italic> =&#x202F;151)</td>
</tr>
<tr>
<td align="left" valign="top">Dynamic</td>
<td align="center" valign="top">3.02(0.60)</td>
<td align="center" valign="top">3.07(0.44)</td>
<td align="center" valign="top">2.95(0.75)</td>
<td align="center" valign="top">3.06(0.50)</td>
<td align="center" valign="top">2.98(0.51)</td>
<td align="center" valign="top">3.05(0.65)</td>
<td align="center" valign="top">0.84</td>
</tr>
<tr>
<td align="left" valign="top">Dependable</td>
<td align="center" valign="top">2.73(0.55)</td>
<td align="center" valign="top">2.62(0.44)</td>
<td align="center" valign="top">2.88(0.62)</td>
<td align="center" valign="top">2.65(0.54)</td>
<td align="center" valign="top">2.66(0.53)</td>
<td align="center" valign="top">2.79(0.57)</td>
<td align="center" valign="top">0.83</td>
</tr>
<tr>
<td align="left" valign="top">Caring</td>
<td align="center" valign="top">3.04(0.62)</td>
<td align="center" valign="top">2.90(0.53)</td>
<td align="center" valign="top">3.20(0.62)</td>
<td align="center" valign="top">2.97(0.67)</td>
<td align="center" valign="top">2.87(0.57)</td>
<td align="center" valign="top">3.17(0.62)</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top">Organized</td>
<td align="center" valign="top">2.47(0.83)</td>
<td align="center" valign="top">2.48(0.77)</td>
<td align="center" valign="top">2.50(0.88)</td>
<td align="center" valign="top">2.41(0.84)</td>
<td align="center" valign="top">2.42(0.84)</td>
<td align="center" valign="top">2.51(0.82)</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top">Inspiring</td>
<td align="center" valign="top">2.67(0.76)</td>
<td align="center" valign="top">2.50(0.73)</td>
<td align="center" valign="top">2.88(0.78)</td>
<td align="center" valign="top">2.56(0.70)</td>
<td align="center" valign="top">2.64(0.76)</td>
<td align="center" valign="top">2.69(0.77)</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8">Validity sample (<italic>N</italic> =&#x202F;210)</td>
</tr>
<tr>
<td align="left" valign="top">Dynamic</td>
<td align="center" valign="top">2.97(0.49)</td>
<td align="center" valign="top">3.01(0.50)</td>
<td align="center" valign="top">2.90(0.52)</td>
<td align="center" valign="top">3.02(0.43)</td>
<td align="center" valign="top">2.93(0.49)</td>
<td align="center" valign="top">3.01(0.49)</td>
<td align="center" valign="top">0.78</td>
</tr>
<tr>
<td align="left" valign="top">Dependable</td>
<td align="center" valign="top">2.57(0.53)</td>
<td align="center" valign="top">2.50(0.49)</td>
<td align="center" valign="top">2.59(0.51)</td>
<td align="center" valign="top">2.65(0.62)</td>
<td align="center" valign="top">2.54(0.54)</td>
<td align="center" valign="top">2.61(0.53)</td>
<td align="center" valign="top">0.83</td>
</tr>
<tr>
<td align="left" valign="top">Caring</td>
<td align="center" valign="top">3.07(0.50)</td>
<td align="center" valign="top">3.14(0.45)</td>
<td align="center" valign="top">2.95(0.52)</td>
<td align="center" valign="top">3.13(0.54)</td>
<td align="center" valign="top">2.99(0.53)</td>
<td align="center" valign="top">3.15(0.47)</td>
<td align="center" valign="top">0.78</td>
</tr>
<tr>
<td align="left" valign="top">Organized</td>
<td align="center" valign="top">2.73(0.83)</td>
<td align="center" valign="top">2.73(0.81)</td>
<td align="center" valign="top">2.83(0.85)</td>
<td align="center" valign="top">2.62(0.81)</td>
<td align="center" valign="top">2.78(0.90)</td>
<td align="center" valign="top">2.69(0.77)</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top">Inspiring</td>
<td align="center" valign="top">2.64(0.69)</td>
<td align="center" valign="top">2.55(0.64)</td>
<td align="center" valign="top">2.56(0.70)</td>
<td align="center" valign="top">2.90(0.72)</td>
<td align="center" valign="top">2.62(0.66)</td>
<td align="center" valign="top">2.65(0.73)</td>
<td align="center" valign="top">0.86</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8">Test&#x2013;retest sample at time 2 (<italic>N</italic> =&#x202F;98)</td>
</tr>
<tr>
<td align="left" valign="top">Dynamic</td>
<td align="center" valign="top">2.98(0.48)</td>
<td align="center" valign="top">3.02(0.45)</td>
<td align="center" valign="top">2.97(0.50)</td>
<td align="center" valign="top">2.85(0.54)</td>
<td align="center" valign="top">3.02(0.51)</td>
<td align="center" valign="top">2.94(0.46)</td>
<td align="center" valign="top">0.78</td>
</tr>
<tr>
<td align="left" valign="top">Dependable</td>
<td align="center" valign="top">2.66(0.50)</td>
<td align="center" valign="top">2.69(0.45)</td>
<td align="center" valign="top">2.70(0.50)</td>
<td align="center" valign="top">2.49(0.62)</td>
<td align="center" valign="top">2.66(0.47)</td>
<td align="center" valign="top">2.66(0.52)</td>
<td align="center" valign="top">0.85</td>
</tr>
<tr>
<td align="left" valign="top">Caring</td>
<td align="center" valign="top">3.07(0.51)</td>
<td align="center" valign="top">3.15(0.50)</td>
<td align="center" valign="top">3.02(0.53)</td>
<td align="center" valign="top">2.99(0.52)</td>
<td align="center" valign="top">3.08(0.52)</td>
<td align="center" valign="top">3.07(0.51)</td>
<td align="center" valign="top">0.82</td>
</tr>
<tr>
<td align="left" valign="top">Organized</td>
<td align="center" valign="top">2.90(0.85)</td>
<td align="center" valign="top">2.85(0.87)</td>
<td align="center" valign="top">2.97(0.80)</td>
<td align="center" valign="top">2.88(0.95)</td>
<td align="center" valign="top">2.88(0.93)</td>
<td align="center" valign="top">2.92(0.79)</td>
<td align="center" valign="top">0.95</td>
</tr>
<tr>
<td align="left" valign="top">Inspiring</td>
<td align="center" valign="top">2.53(0.71)</td>
<td align="center" valign="top">2.53(0.64)</td>
<td align="center" valign="top">2.58(0.84)</td>
<td align="center" valign="top">2.43(0.55)</td>
<td align="center" valign="top">2.57(0.75)</td>
<td align="center" valign="top">2.51(0.67)</td>
<td align="center" valign="top">0.91</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec21">
<title>Confirmatory factor analysis</title>
<p>As noted previously, a separate sample was used to conduct the CFA. The five-factor model selected met or was just shy of the fit indices&#x2019; general guidelines (CFI&#x202F;=&#x202F;0.90; TLI&#x202F;=&#x202F;0.89; RMSEA&#x202F;=&#x202F;0.06), including the Chi-Square Test of Model Fit value (905.64, <italic>p</italic> &#x003C;&#x202F;0.001), which was less than the Chi-Square Test of Model Fit for the Baseline Model (3404.09, <italic>p</italic> &#x003C;&#x202F;0.001). Together, the five-factor model selected was deemed adequate (<xref ref-type="bibr" rid="ref7">Browne and Cudeck, 1993</xref>). The estimates and descriptives from the CFA can be found in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<sec id="sec22">
<title>Reliability estimates</title>
<p>Internal consistency was also examined for this sample. Cronbach&#x2019;s alphas ranged from 0.83&#x2013;0.86 across the five subscales, demonstrating good internal consistency (see <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
</sec>
</sec>
</sec>
</sec>
<sec id="sec23">
<title>Study 3: validity and test&#x2013;retest reliability</title>
<p>The purpose of study 3 was to examine reliability and validity of the PSI. To do so, the PSI was administered twice, 1&#x202F;month apart, and existing, validated measures of personality traits and social skills were administered to a sample of parents of young children.</p>
<sec id="sec24">
<title>Study 3 methods</title>
<sec id="sec25">
<title>Participants</title>
<p>A sample of 210 parents/guardians of young children (ages 3&#x2013;5) from across the United States (50% mothers, 50% fathers) was recruited via Qualtrics. Participants received compensation for their participation in Qualtrics cash points ($4). The sample had a mean age of 33.31&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;5.26) and consisted of 82% White, 8% Hispanic/Latino/a/x, 5% African American/Black, 2% Asian, 2% Multiracial, and 1% Native American. The parents reported the following level of education: 0.5% less than high school diploma; 30.5% high school diploma/GED; 36.7% Bachelor&#x2019;s degree; 17.1% Master&#x2019;s degree; 4.8% M.D./Ph.D./J.D.; 9.5% &#x201C;other&#x201D; education; and 1% did not report. Family income levels were reported as: 2.9% with the range of $10,000&#x2013;$14,000; 7.1% with the range of $15,000&#x2013;$24,999; 6.7% with the range of $25,000&#x2013;$34,999; 15.2% with the range of $35,000&#x2013;$49,999; 25.2% with the range of $50,000&#x2013;$74,999; 20.5% with the range of $75,000&#x2013;$99,999; 21.9% with the range of $100,000 and above; and 0.5% did not report. Their children (51% girls; 49% boys) were ages 3 (39%), 4 (37%), and 5 (23%) years old; 1% did not report their child&#x2019;s age. The children&#x2019;s race/ethnicity were: 79% White, 9% Hispanic/Latino/a/x, 6% Multiracial, 3% African American/Black, 2% Asian, and 1% Native American.</p>
<p>From the Study 3 sample, 98 parents/guardians participated in the PSI test&#x2013;retest administration by completing the PSI a second time 1&#x202F;month later. These participants also received compensation for their participation in Qualtrics cash points ($4). Of the test&#x2013;retest subset of the sample, 69.7% were mothers and 29.3% were fathers. The mean age was 34.10&#x202F;years (SD&#x202F;=&#x202F;5.02) and 87.9% were White, 6.1% Hispanic/Latino/a/x, 1% African American/Black, 1% Asian, 2% Multiracial, and 1% Native American. The parents reported the following level of education: 29.2% high school diploma/GED; 33.3% Bachelor&#x2019;s degree; 23.2% Master&#x2019;s degree; 5.1% M.D./Ph.D./J.D.; 8.1% &#x201C;other&#x201D; education; and 1% did not report. Family income levels were reported as: 1.0% with the range of $10,000&#x2013;$14,000; 4.0% with the range of $15,000&#x2013;$24,999; 5.1% with the range of $25,000&#x2013;$34,999; 16.2% with the range of $35,000&#x2013;$49,999; 24.2% with the range of $50,000&#x2013;$74,999; 19.2% with the range of $75,000&#x2013;$99,999; 29.3% with the range of $100,000 and above; and 1% did not report. Their children (54.5% girls; 44.4% boys) were ages 3 (46.5%), 4 (37.4%), and 5 (15.2%) years old; 1% did not report their child&#x2019;s age. The children&#x2019;s race/ethnicity were: 82.8% White, 6.1% Hispanic/Latino/a/x, 7.1% Multiracial, 1% African American/Black, and 2% Asian; 1% did not report their child&#x2019;s race/ethnicity.</p>
</sec>
<sec id="sec26">
<title>Measures and procedure</title>
<p>Scores from the five subscales of the PSI were compared to existing, validated measures of two related constructs: personality traits and social skills. Related, yet distinct, constructs were of interest to examine validity. Specifically, personality traits and social competence were selected given the identification of interpersonal and intrapersonal strengths in the PSI. Moreover, given the ongoing discussion of the similarities and differences between strengths and personality traits in existing research literature (e.g., <xref ref-type="bibr" rid="ref16">Dametto and Noronha, 2021</xref>; <xref ref-type="bibr" rid="ref45">McGrath et al., 2020</xref>; <xref ref-type="bibr" rid="ref48">Najderska and Cieciuch, 2018</xref>; <xref ref-type="bibr" rid="ref59">Ruch et al., 2023</xref>), examining their relations was also of particular interest. It was expected that the five factors identified by the PSI would correlate with the personality traits of openness, conscientiousness, extraversion, agreeableness, and neuroticism in construct-specific ways. For example, it was expected that the <italic>Dynamic</italic> subscale would be positively correlated with openness and extraversion, the <italic>Dependable</italic> and <italic>Organized</italic> subscales would be positively correlated with conscientiousness, and the <italic>Caring</italic> subscale would be positively correlated with agreeableness. It was expected that the PSI factors involving more interpersonal characteristics (e.g., <italic>Caring</italic>) would positively correlate with social skills.</p>
<sec id="sec27">
<title>Personality traits</title>
<p>Personality traits were measured using the Big Five Inventory (BFI; <xref ref-type="bibr" rid="ref33">John and Srivastava, 1999</xref>). The parent report version of the BFI is a 44-item measure that assesses parents&#x2019; perceptions of their children across the Big Five Factors of personality (<xref ref-type="bibr" rid="ref31">John et al., 1991</xref>; <xref ref-type="bibr" rid="ref9007">John et al., 2008</xref>). It includes five subscales: Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism. The average test&#x2013;retest reliability was 0.83 across 8&#x202F;weeks in an English sample and 0.85 across 6&#x202F;weeks in a German sample (<xref ref-type="bibr" rid="ref9010">Rammstedt and John, 2007</xref>). On average, in past studies, the convergent validity correlations between the BFI and the NEO-PI-R was 0.78. For this study&#x2019;s sample, internal consistencies were 0.83 for the Extraversion subscale, 0.78 for the Agreeableness subscale, 0.86 for the Conscientiousness subscale, 0.83 for the Neuroticism subscale, and 0.74 for the Openness subscale.</p>
</sec>
<sec id="sec28">
<title>Social skills</title>
<p>Social skills were measured using the Social Competence Scale&#x2014;Parent Version (SCS; <xref ref-type="bibr" rid="ref15">Corrigan, 1995</xref>). The SCS is a 12-item measure with two subscales: Prosocial/Communication Skills and Emotional Regulation Skills. The SCS was originally designed for elementary-school-aged children but has been validated with a preschool-aged sample (<xref ref-type="bibr" rid="ref25">Gouley et al., 2008</xref>). With the past preschool-aged sample, internal consistency ranged from 0.87 to 0.92. The SCS demonstrated concurrent validity with the Social Skills Rating Scale&#x2014;Preschool Version (<xref ref-type="bibr" rid="ref9006">Gresham and Elliott, 1990</xref>), Emotion Regulation Checklist (<xref ref-type="bibr" rid="ref9011">Shields and Cicchetti, 1997</xref>), Penn Interactive Peer Play Scale (<xref ref-type="bibr" rid="ref9004">Fantuzzo et al., 1995</xref>), New York Rating Scale (<xref ref-type="bibr" rid="ref9008">Miller et al., 1995</xref>), Child Behavior Checklist (<xref ref-type="bibr" rid="ref9002">Achenbach, 1999</xref>), the difficult child subscale from the Parenting Stress Index&#x2014;Short Form (<xref ref-type="bibr" rid="ref9001">Abidin, 1995</xref>), and cognitive ability using the Differential Abilities Scale (<xref ref-type="bibr" rid="ref9003">Elliott, 1990</xref>). For this study&#x2019;s sample, the internal consistencies were 0.80 for the Prosocial/Communication Skills subscale and 0.81 for the Emotional Regulation Skills subscale.</p>
</sec>
</sec>
</sec>
<sec id="sec29">
<title>Study 3 results</title>
<sec id="sec30">
<title>Validity</title>
<p>Regarding validity, the results of the correlational analysis between the subscales of the PSI, BFI, and the SCS are included in <xref ref-type="table" rid="tab4">Table 4</xref>. Correlations ranged from &#x2212;0.60 to 0.68, and relations between variables were generally in the expected directions and comparable in size to relations in the literature (e.g., <xref ref-type="bibr" rid="ref1">Asendorpf and Van Aken, 2002</xref>; <xref ref-type="bibr" rid="ref3">Barbaranelli et al., 2003</xref>; <xref ref-type="bibr" rid="ref32">John and Gross, 2007</xref>; <xref ref-type="bibr" rid="ref56">Purnamaningsih, 2017</xref>). For example, the <italic>Dynamic</italic> subscale of the PSI was positively correlated with the openness and extraversion subscales of the BFI, <italic>r</italic>&#x202F;=&#x202F;0.36, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 and <italic>r</italic>&#x202F;=&#x202F;0.68, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, respectively. The <italic>Dependable</italic> and <italic>Organized</italic> subscales of the PSI were positively correlated with the conscientiousness subscale of the BFI, <italic>r</italic>&#x202F;=&#x202F;0.65, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 and <italic>r</italic>&#x202F;=&#x202F;0.47, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, respectively. The <italic>Caring</italic> subscale of the PSI was positively correlated with the agreeableness subscale of the BFI, <italic>r</italic>&#x202F;=&#x202F;0.54, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, as well as the prosocial/communication skills and emotion regulation skills subscales of the SCS, <italic>r</italic>&#x202F;=&#x202F;0.63, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 and <italic>r</italic>&#x202F;=&#x202F;0.37, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, respectively.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Correlations between the PSI and other measures (<italic>N</italic>&#x202F;=&#x202F;210).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Measure SUBSCALE</th>
<th align="center" valign="top">1</th>
<th align="center" valign="top">2</th>
<th align="center" valign="top">3</th>
<th align="center" valign="top">4</th>
<th align="center" valign="top">5</th>
<th align="center" valign="top">6</th>
<th align="center" valign="top">7</th>
<th align="center" valign="top">8</th>
<th align="center" valign="top">9</th>
<th align="center" valign="top">10</th>
<th align="center" valign="top">11</th>
<th align="center" valign="top">12</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">PSI Dynamic</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.24&#x002A;&#x002A;</td>
<td align="center" valign="top">0.40&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.15&#x002A;</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.36&#x002A;&#x002A;</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.68&#x002A;&#x002A;</td>
<td align="center" valign="top">0.50&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.51&#x002A;&#x002A;</td>
<td align="center" valign="top">0.25&#x002A;&#x002A;</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">PSI Dependable</td>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.39&#x002A;&#x002A;</td>
<td align="center" valign="top">0.22&#x002A;&#x002A;</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.24&#x002A;&#x002A;</td>
<td align="center" valign="top">0.65&#x002A;&#x002A;</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.33&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.28&#x002A;&#x002A;</td>
<td align="center" valign="top">0.45&#x002A;&#x002A;</td>
<td align="center" valign="top">0.47&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">PSI Caring</td>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.29&#x002A;&#x002A;</td>
<td align="center" valign="top">0.34&#x002A;&#x002A;</td>
<td align="center" valign="top">0.34&#x002A;&#x002A;</td>
<td align="center" valign="top">0.54&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.34&#x002A;&#x002A;</td>
<td align="center" valign="top">0.63&#x002A;&#x002A;</td>
<td align="center" valign="top">0.37&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">PSI Organized</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.14&#x002A;</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.47&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.05</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">0.16&#x002A;</td>
<td align="center" valign="top">0.18&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">PSI Inspiring</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.28&#x002A;&#x002A;</td>
<td align="center" valign="top">0.12</td>
<td align="center" valign="top">0.32&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.11</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">BFI openness</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.25&#x002A;&#x002A;</td>
<td align="center" valign="top">0.41&#x002A;&#x002A;</td>
<td align="center" valign="top">0.27&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.20&#x002A;&#x002A;</td>
<td align="center" valign="top">0.29&#x002A;&#x002A;</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">BFI conscientiousness</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.42&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.36&#x002A;&#x002A;</td>
<td align="center" valign="top">0.51&#x002A;&#x002A;</td>
<td align="center" valign="top">0.59&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">BFI extraversion</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.33&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.34&#x002A;&#x002A;</td>
<td align="center" valign="top">0.19&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.13</td>
</tr>
<tr>
<td align="left" valign="top">BFI agreeableness</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2212;0.60&#x002A;&#x002A;</td>
<td align="center" valign="top">0.57&#x002A;&#x002A;</td>
<td align="center" valign="top">0.43&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">BFI neuroticism</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2212;0.41&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2212;0.47&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">SCS prosocial/communication skills</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">0.67&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">SCS emotional regulation skills</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td>&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PSI, Preschool Strengths Inventory; BFI, Big Five Inventory; SCS, Social Competence Scale. &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 (two-tailed), &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 (two-tailed).</p>
</table-wrap-foot>
</table-wrap>
<p>Results also indicated areas of both similarity and distinctiveness across the PSI subscales. For example, both <italic>Dynamic</italic> and <italic>Inspiring</italic> were positively correlated with the personality traits of extraversion and openness, but the relations were stronger for <italic>Dynamic</italic> than for <italic>Inspiring</italic>. <italic>Dynamic</italic> was also positively correlated with agreeableness and negatively correlated with neuroticism, whereas <italic>Inspiring</italic> was unrelated to these two constructs. These results are consistent with the definition of <italic>Dynamic</italic> as focused on positive interpersonal relationships, whereas <italic>Inspiring</italic> is more focused on interpersonal leadership.</p>
<p>Together, these results suggest that strengths represent the positive end of trait continua and are related to expected, similar traits and interpersonal skills. However, the significant correlations previously described were generally moderate in nature. This suggests that although the variables demonstrate some overlap in features, they are discrete variables.</p>
</sec>
<sec id="sec31">
<title>Test&#x2013;retest reliability</title>
<p>Pearson correlations across each subscale ranged from 0.78&#x2013;0.88 for a one-month period. The individual subscales were 0.81 (<italic>Dynamic</italic>), 0.85 (<italic>Dependable</italic>), 0.86 (<italic>Caring</italic>), 0.78 (<italic>Inspiring</italic>), and 0.88 (<italic>Organized</italic>). Results suggest good consistency over time.</p>
</sec>
</sec>
</sec>
<sec id="sec32">
<title>General discussion</title>
<p>It is apparent from past research that there are many benefits to identifying and fostering strengths across contexts (<xref ref-type="bibr" rid="ref23">Ghielen et al., 2018</xref>; <xref ref-type="bibr" rid="ref37">Lavy, 2019</xref>). However, less attention has been given to children, particularly young children, in the strengths literature. This gap is concerning, as young children are at a prime age to acquire positive messages about the self that could promote success and allow them to thrive in the future (<xref ref-type="bibr" rid="ref10">Cabaj et al., 2014</xref>; <xref ref-type="bibr" rid="ref50">Orth, 2018</xref>). In addition, although strengths are thought to be relatively stable across the lifespan (<xref ref-type="bibr" rid="ref5">Bowers et al., 2010</xref>; <xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>), a lack of research on strengths in childhood contributes to gaps in understanding of when such stability might emerge. Thus, the aim of this study was to develop a brief, reliable, and valid measure to identify preschool-aged children&#x2019;s strengths. Such a tool could help build the strengths literature for young children and provide a means to foster young children&#x2019;s strengths early in life.</p>
<p>The results presented in this paper provide support for the content structure, reliability, and validity of the PSI. Results from the EFA indicated that a five-factor model best described the data. The broad factors identified were <italic>Dynamic</italic> (i.e., enthusiastic, positive, creative, flexible, curious, gregarious), <italic>Dependable</italic> (i.e., goal-oriented, deliberate, trustworthy), <italic>Caring</italic> (i.e., accepting, empathic, generous, helpful)<italic>, Inspiring</italic> (i.e., decisive, directive, influential, shows leadership), and <italic>Organized</italic> (i.e., children who arrange, categorize, and organize things). The five-factor model identified by the EFA was confirmed by a CFA. Additionally, the psychometrics of the measure, including internal consistency, test&#x2013;retest reliability over 1&#x202F;month, and relations with measures of personality traits and social skills, were good.</p>
<p>The primary structure of the PSI was formed based on data from parent focus groups, with additional input from extant research on childhood temperament, personality, and traits. Although the goal of developing the PSI measure was not to measure constructs highlighted within extant developmental research, it is important to note similarities between the strengths identified in the PSI and characteristics identified in existing theoretical and empirical literature. First, a variety of elements of the PSI aligned with the positive end of the trait continuum of the five-factor personality model identified in adolescents and adults. For example, traits under the PSI factors <italic>Dependable</italic> (goal-oriented, deliberate) and <italic>Organized</italic> (organizes) parallel lower-order traits typically subsumed by the higher-order factor of conscientiousness (self-control, achievement motivation, orderliness; <xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>). Similarly, traits under the PSI factor <italic>Caring</italic> (helpful, empathic) parallel the lower-order traits typically under the higher-order factor agreeableness (prosocial tendencies; <xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>). Traits within the PSI factor <italic>Dynamic</italic> (enthusiastic, gregarious, creative, curious) overlap with lower-order traits of both extraversion (sociability, energy level) and openness to experience (creativity, curiosity; <xref ref-type="bibr" rid="ref13">Caspi and Shiner, 2006</xref>).</p>
<p>Although the elements identified by the PSI show some overlap with existing constructs, there are also meaningful distinctions and contributions of the measure as a whole. First, as mentioned previously, strengths are intended to measure positive characteristics that are believed to promote optimal functioning (<xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>; <xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>). Therefore, only positively valenced characteristics were included in the development of the PSI. Second, the traits identified in the development process and their organization within the broad factors of the PSI are not identical to the five factor model of personality. For example, the <italic>Dynamic</italic> construct shows some overlap with the sociability and positive affect elements of many theories and measures of early childhood temperament, but also includes other constructs such as curiosity and creativity. Elements of the <italic>Dependable</italic> and <italic>Organized</italic> factors align with elements of conscientiousness, but <italic>Dependable</italic> and <italic>Organized</italic> are each distinct PSI factors that are comprised of additional unique characteristics (e.g., to beginning of parenthetical statement trustworthy, arranges). The <italic>Inspiring</italic> factor does not parallel a specific domain of the five factor model of personality. Third, the <italic>Caring</italic> factor has some overlap with social competence; however, it also involves other related, but discrete characteristics, such as acceptance of others. These findings were reflected in the validity study. The constructs measured (i.e. personality and social skills) were generally correlated with the PSI factors in the expected directions to a moderate degree, suggesting they are related, yet distinct from one another. This provides further support for the claim that strengths and personality traits are unique and also suggests social skills are distinct from interpersonal strengths. Finally, strengths may also influence how young children engage with developmental tasks (<xref ref-type="bibr" rid="ref43">Mahatmya et al., 2012</xref>). For example, <italic>Caring</italic> and <italic>Inspiring</italic> may reflect different approaches to the developmental task of engaging in peer play, whereas <italic>Dynamic</italic> and <italic>Dependable</italic> may reflect strategies for succeeding in preschool environments that reward goal-oriented behavior, intellectual curiosity, and flexibility in adapting to new situations.</p>
<p>While one strengths measure has been previously developed for young children&#x2014;the CSI-EC (<xref ref-type="bibr" rid="ref62">Shoshani, 2019</xref>)&#x2014;the PSI addresses some of its limitations and offers a different measure with distinct strengths of its own. With the CSI-EC, the 24 character strengths that are part of the VIA character strengths model&#x2014;initially developed for and with adults&#x2014;were generalized to a young child sample. As noted previously, in developing the PSI, the researchers utilized a bottom-up approach in which parent focus groups were conducted to identify strengths present in young children and developmental literature was later reviewed to be as thorough as possible. This research approach resulted in different traits and factors being identified than the CSI-EC. The CSI-EC interpersonal strengths of kindness and love would likely be similar to traits encompassed by the <italic>Caring</italic> factor in the PSI (e.g., generous, helpful). The CSI-EC interpersonal strength of leadership aligns with some of the traits present within the PSI <italic>Inspiring</italic> factor (e.g., leader). The CSI-EC intellectual strengths of curiosity and creativity appear similar to the traits within the PSI <italic>Dynamic</italic> factor (i.e., creative, curious). The CSI-EC transcendence strength of zest parallels the trait of enthusiasm present in the <italic>Dynamic</italic> factor of the PSI. The remaining traits represented in the PSI (listed previously in the Factors and Factor Interpretability section; e.g., positive, flexible, goal-oriented, organized, decisive) appear distinct from the strengths in the CSI-EC. Finally, the PSI was also designed to be brief in nature, consisting of 37 items; the CSI-EC has 97 items. A brief measure will hopefully allow parents, practitioners, teachers, and researchers alike to assess young children&#x2019;s strengths efficiently. Thus, although there is some overlap in the strengths represented in the CSI-EC and PSI, the differences present in the PSI and the approach in which the PSI was developed offer a unique contribution.</p>
<sec id="sec33">
<title>Implications</title>
<p>Although strengths are generally stable across time, external factors, such as role models, experiences, and interventions, can influence the overall impact of strengths (e.g., <xref ref-type="bibr" rid="ref4">Biswas-Diener et al., 2011</xref>; <xref ref-type="bibr" rid="ref23">Ghielen et al., 2018</xref>; <xref ref-type="bibr" rid="ref51">Owens et al., 2018</xref>). Strengths interventions are designed to promote awareness of strengths and encourage individuals to find ways to use and strengthen their existing strengths (<xref ref-type="bibr" rid="ref23">Ghielen et al., 2018</xref>; <xref ref-type="bibr" rid="ref42">Louis and Lopez, 2014</xref>; <xref ref-type="bibr" rid="ref9009">Quinlan et al., 2012</xref>). Often, the first step in such a process is to identify the strengths present within the person (<xref ref-type="bibr" rid="ref14">Clifton et al., 2006</xref>). Everyone has their own unique constellation of strengths, with no set of strengths being better or worse than another (<xref ref-type="bibr" rid="ref14">Clifton et al., 2006</xref>; <xref ref-type="bibr" rid="ref54">Peterson and Seligman, 2004</xref>). The PSI will help address this important first step by systematically establishing what strengths are present in young children. Once identified, these strengths can be used to promote well-being through activities, programs, and interventions in a variety of contexts, such as home, school, therapy, and recreational programs. For example, awareness of student strengths and the ability to assess them easily could help early childhood educators to provide the kind of personalized, student-centered instruction that is most beneficial for students (<xref ref-type="bibr" rid="ref17">Darling-Hammond et al., 2023</xref>). Awareness of individual strengths could also help to promote a better understanding of well-being and strategies for promoting well-being among young children (<xref ref-type="bibr" rid="ref41">Lottman et al., 2017</xref>; <xref ref-type="bibr" rid="ref66">Waters et al., 2022</xref>).</p>
<p>A recent review of positive psychological interventions (PPIs) for children and adolescents highlighted the scarcity of interventions and programs that focus specifically on strengths, particularly for early childhood populations and settings (<xref ref-type="bibr" rid="ref52">Owens and Waters, 2020</xref>). With the PSI, greater attention to strengths in young children may be possible, furthering the potential for strengths-based preventative and intervention efforts, and subsequent beneficial outcomes (e.g., enhanced well-being, decreased mental health concerns) early in life. Future research could also use the PSI to assess the impact of interventions; for example, would executive functioning interventions lead to increases in the dimensions of <italic>Dependable</italic> or <italic>Organized</italic>?</p>
<p>The creation of the PSI will also help further research endeavors. As noted previously, the PSI could be used to identify strengths that are the focus of strength development programs and interventions. The efficacy of such interventions could then be assessed through randomized clinical trials. By doing so, evidence-based approaches to developing strengths could be established and later used in applied contexts. Strengths identified from the PSI can also be examined in relation to other outcomes or mediating and moderating variables of interest in cross-sectional and longitudinal research. In addition, the developmental trajectory of strengths can be examined from a trait perspective starting early in life. Together, the PSI provides a tool to help further the research base in young children&#x2019;s strengths.</p>
</sec>
<sec id="sec34">
<title>Limitations and future directions</title>
<p>A few limitations and future directions are important to consider. One limitation is that the EFA and CFA analyses had a less than ideal sample size. Given this consideration, steps were taken to address this or limit its impact. First, fairly equivalent samples of mothers and fathers across the United States were intentionally sought during recruitment to increase the generalizability and applicability of the PSI. Second, when conducting the EFA, <italic>a priori</italic> decision rules&#x2014;following best practice guidelines&#x2014;were used so that the items selected for retention were appropriate for the sample size; items with factor loadings under 0.50 or with cross-loading at or above 0.25 were excluded. Concerns regarding the sample size were also reduced when the factor structure from the EFA was supported by the CFA.</p>
<p>Relatedly, while gender (mothers and fathers for all samples), education levels (for all samples), and family income levels (for samples 2 and 3) were fairly well distributed, another limitation across all samples was the limited diversity related to race and ethnicity. Future research could include additional validity studies with the goal of expanding the diversity of the parents and children represented, particularly related to race and ethnicity. Additionally, examining the factor structure of the PSI with different cultural groups would determine whether or not the strengths identified in the current measure are applicable to other communities and what adaptations are needed.</p>
<p>Finally, the current study relied on parents to report their perceptions of their children&#x2019;s strengths. Although parents are a valid source of data about young children, parents&#x2019; views of what is a strength in early childhood may differ from the views of other important adults (such as early childhood educators) or of children themselves. Thus, creating a teacher version of the PSI for use by early childhood educators would provide another important perspective on young children&#x2019;s strengths, as children may display different strengths in home and school contexts. Similarly, asking children to report on their own self-perceived strengths could help to better foster the aspects of the self that children are most interested in and passionate about (<xref ref-type="bibr" rid="ref9005">Galloway and Reynolds 2015</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec35">
<title>Conclusion</title>
<p>With research on young children&#x2019;s strengths in its infancy, from both a research and practice standpoint, the PSI fills a gap in the literature. It provides a brief measure to systematically identify young children&#x2019;s strengths. The use of this instrument could be helpful in developing evidence-based strengths programs and interventions as well as examining strengths longitudinally over time, which holds the potential to enhance young children&#x2019;s lives.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec36">
<title>Data availability statement</title>
<p>The data that support the findings of this article can be made available to qualified individuals on reasonable request from the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec37">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the University of Kansas Human Research Protection Program and University of Wisconsin &#x2013; Stevens Point&#x2019;s Institutional Review Board. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec38">
<title>Author contributions</title>
<p>RO: Conceptualization, Formal analysis, Methodology, Writing &#x2013; original draft. MP: Conceptualization, Methodology, Writing &#x2013; review &#x0026; editing. KM: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec39">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Funding in support of the publication of this article was provided by the University of Kansas. Funding to assist with participant recruitment was provided by the University of Kansas and the University of Wisconsin &#x2013; Stevens Point.</p>
</sec>
<ack>
<p>RO would like to thank the following people for their assistance or consultation: Jade Bender, Thomas Motl, Karen Multon, Eden Owen, Meagan Patterson, and Graham Rifenbark. This paper is dedicated to my parents (Paula and David), Thomas, Olive, and Olin. - RO.</p>
</ack>
<sec sec-type="COI-statement" id="sec40">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="sec41">
<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>
<sec sec-type="supplementary-material" id="sec42">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1468944/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1468944/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref9001"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Abidin</surname> <given-names>R. R.</given-names></name></person-group> (<year>1995</year>). <source>Parenting Stress Index, Third Edition: Professional Manual</source>. <publisher-loc>Odessa, FL</publisher-loc>: <publisher-name>Psychological Assessment Resources, Inc</publisher-name>.</citation></ref>
<ref id="ref9002"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Achenbach</surname> <given-names>T. M.</given-names></name></person-group> (<year>1999</year>). <article-title>The Child Behavior Checklist and related instruments</article-title>. In <source>The use of psychological testing for treatment planning and outcomes assessment</source> ed. <person-group person-group-type="editor"><name><surname>Maruish</surname> <given-names>M. E.</given-names></name></person-group> (2nd ed., pp. <fpage>429</fpage>&#x2013;<lpage>466</lpage>). <publisher-name>Lawrence Erlbaum Associates Publishers</publisher-name>.</citation></ref>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Asendorpf</surname> <given-names>J. B.</given-names></name> <name><surname>Van Aken</surname> <given-names>M. A. G.</given-names></name></person-group> (<year>2002</year>). <article-title>Validity of big five personality judgements in childhood: a 9 year longitudinal study</article-title>. <source>Eur. J. Personal.</source> <volume>17</volume>, <fpage>1</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1002/per.460</pub-id>, PMID: <pub-id pub-id-type="pmid">39838874</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baker</surname> <given-names>L.</given-names></name> <name><surname>Green</surname> <given-names>S.</given-names></name> <name><surname>Falecki</surname> <given-names>D.</given-names></name></person-group> (<year>2017</year>). <article-title>Positive early childhood education: expanding the reach of positive psychology into early childhood</article-title>. <source>Eur. J. Appl. Positi. Psychol.</source> <volume>1</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>.</citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barbaranelli</surname> <given-names>C.</given-names></name> <name><surname>Caprara</surname> <given-names>G. V.</given-names></name> <name><surname>Rabasca</surname> <given-names>A.</given-names></name> <name><surname>Pastorelli</surname> <given-names>C.</given-names></name></person-group> (<year>2003</year>). <article-title>A questionnaire for measuring the big five in late childhood</article-title>. <source>Personal. Individ. Differ.</source> <volume>34</volume>, <fpage>645</fpage>&#x2013;<lpage>664</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0191-8869(02)00051-X</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biswas-Diener</surname> <given-names>R.</given-names></name> <name><surname>Kashdan</surname> <given-names>T. B.</given-names></name> <name><surname>Minhas</surname> <given-names>G.</given-names></name></person-group> (<year>2011</year>). <article-title>A dynamic approach to psychological strength development and intervention</article-title>. <source>J. Posit. Psychol.</source> <volume>6</volume>, <fpage>106</fpage>&#x2013;<lpage>118</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2010.545429</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bowers</surname> <given-names>E. P.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Kiely</surname> <given-names>M. K.</given-names></name> <name><surname>Brittian</surname> <given-names>A.</given-names></name> <name><surname>Lerner</surname> <given-names>J. V.</given-names></name> <name><surname>Lerner</surname> <given-names>R. M.</given-names></name></person-group> (<year>2010</year>). <article-title>The five Cs model of positive youth development: a longitudinal analysis of confirmatory factor structure and measurement invariance</article-title>. <source>J. Youth Adolesc.</source> <volume>39</volume>, <fpage>720</fpage>&#x2013;<lpage>735</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10964-010-9530-9</pub-id>, PMID: <pub-id pub-id-type="pmid">20397040</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brod</surname> <given-names>M.</given-names></name> <name><surname>Tesler</surname> <given-names>L. E.</given-names></name> <name><surname>Christensen</surname> <given-names>T. L.</given-names></name></person-group> (<year>2009</year>). <article-title>Qualitative research and content validity: developing best practices based on science and experience</article-title>. <source>Qual. Life Res.</source> <volume>18</volume>, <fpage>1263</fpage>&#x2013;<lpage>1278</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11136-009-9540-9</pub-id>, PMID: <pub-id pub-id-type="pmid">19784865</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Browne</surname> <given-names>M. W.</given-names></name> <name><surname>Cudeck</surname> <given-names>R.</given-names></name></person-group> (<year>1993</year>). &#x201C;<article-title>Alternative ways of assessing model fit</article-title>&#x201D; in <source>Testing structural equation models</source>. eds. <person-group person-group-type="editor"><name><surname>Bollen</surname> <given-names>K. A.</given-names></name> <name><surname>Long</surname> <given-names>J. S.</given-names></name></person-group> (<publisher-loc>Newbury Park, CA</publisher-loc>: <publisher-name>Sage</publisher-name>), <fpage>136</fpage>&#x2013;<lpage>162</lpage>.</citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brummelman</surname> <given-names>E.</given-names></name> <name><surname>Nelemans</surname> <given-names>S. A.</given-names></name> <name><surname>Thomaes</surname> <given-names>S.</given-names></name> <name><surname>Orobio de Castro</surname> <given-names>B.</given-names></name></person-group> (<year>2017</year>). <article-title>When parents&#x2019; praise inflates, children's self-esteem deflates</article-title>. <source>Child Dev.</source> <volume>88</volume>, <fpage>1799</fpage>&#x2013;<lpage>1809</lpage>. doi: <pub-id pub-id-type="doi">10.1111/cdev.12936</pub-id>, PMID: <pub-id pub-id-type="pmid">28857141</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buckley</surname> <given-names>J. A.</given-names></name> <name><surname>Epstein</surname> <given-names>M. H.</given-names></name></person-group> (<year>2004</year>). <article-title>The behavioral and emotional rating Scale-2 (BERS-2): providing a comprehensive approach to strength-based assessment</article-title>. <source>Contemp. Sch. Psychol.</source> <volume>9</volume>, <fpage>21</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF03340904</pub-id>, PMID: <pub-id pub-id-type="pmid">39850651</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cabaj</surname> <given-names>J. L.</given-names></name> <name><surname>McDonald</surname> <given-names>S. W.</given-names></name> <name><surname>Tough</surname> <given-names>S. C.</given-names></name></person-group> (<year>2014</year>). <article-title>Early childhood risk and resilience factors for behavioural and emotional problems in middle childhood</article-title>. <source>BMC Pediatr.</source> <volume>14</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2431-14-166</pub-id>, PMID: <pub-id pub-id-type="pmid">24986740</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Carr</surname> <given-names>A.</given-names></name></person-group> (<year>2004</year>). <source>Positive psychology: the science of happiness and human strengths</source>. <publisher-loc>London</publisher-loc>: <publisher-name>Brunner-Routledge</publisher-name>.</citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Caspi</surname> <given-names>A.</given-names></name> <name><surname>Roberts</surname> <given-names>B. W.</given-names></name> <name><surname>Shiner</surname> <given-names>R. L.</given-names></name></person-group> (<year>2005</year>). <article-title>Personality development: stability and change</article-title>. <source>Annu. Rev. Psychol.</source> <volume>56</volume>, <fpage>453</fpage>&#x2013;<lpage>484</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.psych.55.090902.141913</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Caspi</surname> <given-names>A.</given-names></name> <name><surname>Shiner</surname> <given-names>R. L.</given-names></name></person-group> (<year>2006</year>). &#x201C;<article-title>Personality development</article-title>&#x201D; in <source>Handbook of child psychology. Vol. 3. Social, emotional, and personality development</source>. eds. <person-group person-group-type="editor"><name><surname>Eisenberg</surname> <given-names>N.</given-names></name> <name><surname>Damon</surname> <given-names>W.</given-names></name> <name><surname>Lerner</surname> <given-names>R. M.</given-names></name></person-group>. <edition>6th</edition> ed (<publisher-loc>Hoboken, New Jersey</publisher-loc>: <publisher-name>John Wiley &#x0026; Sons, Inc.</publisher-name>), <fpage>300</fpage>&#x2013;<lpage>365</lpage>.</citation></ref>
<ref id="ref14"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Clifton</surname> <given-names>D. O.</given-names></name> <name><surname>Anderson</surname> <given-names>E.</given-names></name> <name><surname>Schriener</surname> <given-names>L. A.</given-names></name></person-group> (<year>2006</year>). <source>StrengthsQuest: discover and develop your strengths in academics, career, and beyond</source>: <publisher-name>Gallup Press</publisher-name>.</citation></ref>
<ref id="ref15"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Corrigan</surname> <given-names>A.</given-names></name></person-group> (<year>1995</year>). <source>Social competence scale-parent version, kindergarten/year 1 (fast track project technical report)</source>. <comment>Available at:</comment> <ext-link xlink:href="http://www.fasttrackproject.org/techrept/s/scp/scp1tech.pdf" ext-link-type="uri">http://www.fasttrackproject.org/techrept/s/scp/scp1tech.pdf</ext-link> (Accessed July 19, 2024).</citation></ref>
<ref id="ref16"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Dametto</surname> <given-names>D. M.</given-names></name> <name><surname>Noronha</surname> <given-names>A. P. P.</given-names></name></person-group> (<year>2021</year>). <article-title>Study between personality traits and character strengths in adolescents</article-title>. <source>Curr. Psychol.</source>, <volume>40</volume>, <fpage>2067</fpage>&#x2013;<lpage>2072</lpage>. doi: 10.1007/ s12144-019-0146-2, doi: <pub-id pub-id-type="doi">10.1007/s12144-019-0146-2</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darling-Hammond</surname> <given-names>L.</given-names></name> <name><surname>Schachner</surname> <given-names>A. C.</given-names></name> <name><surname>Wojcikiewicz</surname> <given-names>S. K.</given-names></name> <name><surname>Flook</surname> <given-names>L.</given-names></name></person-group> (<year>2023</year>). <article-title>Educating teachers to enact the science of learning and development</article-title>. <source>Appl. Dev. Sci.</source> <volume>28</volume>, <fpage>1</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10888691.2022.2130506</pub-id>, PMID: <pub-id pub-id-type="pmid">39845729</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="book"><person-group person-group-type="author"><name><surname>DeVellis</surname> <given-names>R. F.</given-names></name></person-group> (<year>2017</year>). <source>Scale development: Theory and application</source>. <edition>4th</edition> Edn. <publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage</publisher-name>.</citation></ref>
<ref id="ref9003"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Elliott</surname> <given-names>C. D.</given-names></name></person-group> (ed.). (<year>1990</year>). <article-title>Differential ability scales</article-title>. In <source>Administration and scoring manual</source>. (<publisher-loc>San Antonio, TX</publisher-loc>: <publisher-name>The Psychological Corporation</publisher-name>).</citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Epstein</surname> <given-names>M. H.</given-names></name> <name><surname>Synhorst</surname> <given-names>L. L.</given-names></name> <name><surname>Cress</surname> <given-names>C. J.</given-names></name> <name><surname>Allen</surname> <given-names>E. A.</given-names></name></person-group> (<year>2009</year>). <article-title>Development and standardization of a test to measure the emotional and behavioral strengths of preschool children</article-title>. <source>J. Emot. Behav. Disord.</source> <volume>17</volume>, <fpage>29</fpage>&#x2013;<lpage>37</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1063426608319223</pub-id></citation></ref>
<ref id="ref9004"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fantuzzo</surname> <given-names>J.</given-names></name> <name><surname>Sutton-Smith</surname> <given-names>B.</given-names></name> <name><surname>Coolahan</surname> <given-names>K. C.</given-names></name> <name><surname>Manz</surname> <given-names>P. H.</given-names></name> <name><surname>Canning</surname> <given-names>S.</given-names></name> <name><surname>Debnam</surname> <given-names>D.</given-names></name></person-group> (<year>1995</year>). <article-title>Assessment of preschool play interaction behaviors in young low-income children: Peen Interactive Peer Play Scale</article-title>. <source>Early Child. Res. Q.</source> <volume>10</volume>, <fpage>105</fpage>&#x2013;<lpage>120</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0885-2006(95)90028-4</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Funder</surname> <given-names>D. C.</given-names></name></person-group> (<year>2024</year>). <source>The personality puzzle</source>. <edition>9th</edition> Edn. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>W. W. Norton</publisher-name>.</citation></ref>
<ref id="ref9005"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galloway</surname> <given-names>R.</given-names></name> <name><surname>Reynolds</surname> <given-names>B.</given-names></name></person-group> (<year>2015</year>). <article-title>Positive psychology in the elementary classroom: The influence of strengths-based approaches on children&#x2019;s self-efficacy</article-title>. <source>Open J. Soc. Sci.</source> <volume>3</volume>, <fpage>16</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.4236/jss.2015.39003</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galloway</surname> <given-names>R.</given-names></name> <name><surname>Reynolds</surname> <given-names>B.</given-names></name> <name><surname>Williamson</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Strengths-based teaching and learning approaches for children: perceptions and practices</article-title>. <source>J. Pedagog. Res.</source> <volume>4</volume>, <fpage>31</fpage>&#x2013;<lpage>45</lpage>. doi: <pub-id pub-id-type="doi">10.33902/JPR.2020058178</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghielen</surname> <given-names>S. T. S.</given-names></name> <name><surname>van Woerkom</surname> <given-names>M.</given-names></name> <name><surname>Meyers</surname> <given-names>M. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Promoting positive outcomes through strengths interventions: a literature review</article-title>. <source>J. Posit. Psychol.</source> <volume>13</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2017.1365164</pub-id>, PMID: <pub-id pub-id-type="pmid">39845729</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goodman</surname> <given-names>E. S.</given-names></name> <name><surname>Ford</surname> <given-names>C. A.</given-names></name> <name><surname>Friedrich</surname> <given-names>E. A.</given-names></name> <name><surname>Ginsburg</surname> <given-names>K. R.</given-names></name> <name><surname>Miller</surname> <given-names>V. A.</given-names></name> <name><surname>Mirman</surname> <given-names>J. H.</given-names></name></person-group> (<year>2021</year>). <article-title>Frequency of communication about adolescents&#x2019; strengths and weaknesses and the parent&#x2013;adolescent relationship</article-title>. <source>Appl. Dev. Sci.</source> <volume>25</volume>, <fpage>260</fpage>&#x2013;<lpage>271</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10888691.2019.1594813</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gouley</surname> <given-names>K. K.</given-names></name> <name><surname>Brotman</surname> <given-names>L. M.</given-names></name> <name><surname>Huang</surname> <given-names>K.</given-names></name> <name><surname>Shrout</surname> <given-names>P. E.</given-names></name></person-group> (<year>2008</year>). <article-title>Construct validation of the social competence scale in preschool-age children</article-title>. <source>Soc. Dev.</source> <volume>17</volume>, <fpage>380</fpage>&#x2013;<lpage>398</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1467-9507.2007.00430.x</pub-id></citation></ref>
<ref id="ref9006"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Gresham</surname> <given-names>F. M.</given-names></name> <name><surname>Elliott</surname> <given-names>S. N.</given-names></name></person-group> (<year>1990</year>). <source>The Social Skills Rating System</source>. <publisher-loc>Circle Pines, MN</publisher-loc>: <publisher-name>American Guidance Service</publisher-name>.</citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guadagnoli</surname> <given-names>E.</given-names></name> <name><surname>Velicer</surname> <given-names>W. F.</given-names></name></person-group> (<year>1988</year>). <article-title>Relation of sample size to the stability of component patterns</article-title>. <source>Psychol. Bull.</source> <volume>103</volume>, <fpage>265</fpage>&#x2013;<lpage>275</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0033-2909.103.2.265</pub-id>, PMID: <pub-id pub-id-type="pmid">3363047</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hage</surname> <given-names>S. M.</given-names></name> <name><surname>Romano</surname> <given-names>J. L.</given-names></name> <name><surname>Conyne</surname> <given-names>R. K.</given-names></name> <name><surname>Kenny</surname> <given-names>M.</given-names></name> <name><surname>Matthews</surname> <given-names>C.</given-names></name> <name><surname>Schwartz</surname> <given-names>J. P.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Best practice guidelines on prevention practice, research, training, and social advocacy for psychologists</article-title>. <source>Counsel. Psychol.</source> <volume>35</volume>, <fpage>493</fpage>&#x2013;<lpage>566</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0011000006291411</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harter</surname> <given-names>S.</given-names></name></person-group> (<year>1982</year>). <article-title>The perceived competence scale for children</article-title>. <source>Child Dev.</source> <volume>53</volume>, <fpage>87</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.2307/1129640</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Harter</surname> <given-names>S.</given-names></name></person-group> (<year>1999</year>). <source>The construction of the self</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Guilford Press</publisher-name>.</citation></ref>
<ref id="ref30"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Hu</surname> <given-names>L. T.</given-names></name> <name><surname>Bentler</surname> <given-names>P.</given-names></name></person-group> (<year>1995</year>). &#x201C;<article-title>Evaluating model fit</article-title>&#x201D; in <source>Structural equation modeling. Concepts, issues, and applications</source>. ed. <person-group person-group-type="editor"><name><surname>Hoyle</surname> <given-names>R. H.</given-names></name></person-group> (<publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage</publisher-name>), <fpage>76</fpage>&#x2013;<lpage>99</lpage>.</citation></ref>
<ref id="ref31"><citation citation-type="book"><person-group person-group-type="author"><name><surname>John</surname> <given-names>O. P.</given-names></name> <name><surname>Donahue</surname> <given-names>E. M.</given-names></name> <name><surname>Kentle</surname> <given-names>R. L.</given-names></name></person-group> (<year>1991</year>). <source>The big five inventory &#x2013; versions 4a and 54</source>. <publisher-loc>Berkeley</publisher-loc>: <publisher-name>University of California</publisher-name>.</citation></ref>
<ref id="ref32"><citation citation-type="book"><person-group person-group-type="author"><name><surname>John</surname> <given-names>O. P.</given-names></name> <name><surname>Gross</surname> <given-names>J. J.</given-names></name></person-group> (<year>2007</year>). &#x201C;<article-title>Individual differences in emotion regulation</article-title>&#x201D; in <source>Handbook of emotion regulation</source>. ed. <person-group person-group-type="editor"><name><surname>Gross</surname> <given-names>J. J.</given-names></name></person-group>. <edition>1st</edition> ed (<publisher-name>Guilford Press</publisher-name>), <fpage>351</fpage>&#x2013;<lpage>372</lpage>.</citation></ref>
<ref id="ref9007"><citation citation-type="book"><person-group person-group-type="author"><name><surname>John</surname> <given-names>O. P.</given-names></name> <name><surname>Naumann</surname> <given-names>L. P.</given-names></name> <name><surname>Soto</surname> <given-names>C. J.</given-names></name></person-group> (<year>2008</year>). <article-title>Paradigm shift to the integrative big five trait taxonomy: History, measurement, and conceptual issues</article-title>. In <person-group person-group-type="editor"><name><surname>John</surname> <given-names>O. P.</given-names></name> <name><surname>Robins</surname> <given-names>R. W.</given-names></name> <name><surname>Pervin</surname> <given-names>L. A.</given-names></name></person-group> (Eds.), <source>Handbook of personality: Theory and research</source> (3rd ed., pp. <fpage>114</fpage>&#x2013; <lpage>158</lpage>). <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Guilford Press</publisher-name></citation></ref>
<ref id="ref33"><citation citation-type="book"><person-group person-group-type="author"><name><surname>John</surname> <given-names>O. P.</given-names></name> <name><surname>Srivastava</surname> <given-names>S.</given-names></name></person-group> (<year>1999</year>). &#x201C;<article-title>The big-five trait taxonomy: history, measurement, and theoretical perspectives</article-title>&#x201D; in <source>Handbook of personality: theory and research</source>. eds. <person-group person-group-type="editor"><name><surname>Pervin</surname> <given-names>L. A.</given-names></name> <name><surname>John</surname> <given-names>O. P.</given-names></name></person-group>, vol. <volume>2</volume> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Guilford Press</publisher-name>), <fpage>102</fpage>&#x2013;<lpage>138</lpage>.</citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnson</surname> <given-names>J. L.</given-names></name> <name><surname>Adkins</surname> <given-names>D.</given-names></name> <name><surname>Chauvin</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Qualitative research in pharmacy education: a review of the quality indicators of rigor in qualitative research</article-title>. <source>Am. J. Pharm. Educ.</source> <volume>81</volume>:<fpage>7120</fpage>. doi: <pub-id pub-id-type="doi">10.5688/ajpe7120</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>K&#x00E5;rstad</surname> <given-names>S. B.</given-names></name> <name><surname>Kvello</surname> <given-names>&#x00D8;.</given-names></name> <name><surname>Wichstr&#x00F8;m</surname> <given-names>L.</given-names></name> <name><surname>Berg-Nielsen</surname> <given-names>T. S.</given-names></name></person-group> (<year>2014</year>). <article-title>What do parents know about their children's comprehension of emotions? Accuracy of parental estimates in a community sample of pre-schoolers</article-title>. <source>Child Care Health Dev.</source> <volume>40</volume>, <fpage>346</fpage>&#x2013;<lpage>353</lpage>. doi: <pub-id pub-id-type="doi">10.1111/cch.12071</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lagattuta</surname> <given-names>K. H.</given-names></name> <name><surname>Sayfan</surname> <given-names>L.</given-names></name> <name><surname>Bamford</surname> <given-names>C.</given-names></name></person-group> (<year>2012</year>). <article-title>Do you know how I feel? Parents underestimate worry and overestimate optimism compared to child self-report</article-title>. <source>J. Exp. Child Psychol.</source> <volume>113</volume>, <fpage>211</fpage>&#x2013;<lpage>232</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jecp.2012.04.001</pub-id>, PMID: <pub-id pub-id-type="pmid">22727673</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lavy</surname> <given-names>S.</given-names></name></person-group> (<year>2019</year>). <article-title>A review of character strengths interventions in twenty-first-century schools: their importance and how they can be fostered</article-title>. <source>Appl. Res. Qual. Life</source> <volume>15</volume>, <fpage>573</fpage>&#x2013;<lpage>596</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11482-018-9700-6</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="book"><person-group person-group-type="author"><name><surname>LeBuffe</surname> <given-names>P. A.</given-names></name> <name><surname>Naglieri</surname> <given-names>J. A.</given-names></name></person-group> (<year>1999</year>). <source>The Devereux early childhood assessment</source>. <publisher-loc>Lewisville, NC</publisher-loc>: <publisher-name>Kaplan Press</publisher-name>.</citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leffert</surname> <given-names>N.</given-names></name> <name><surname>Benson</surname> <given-names>P. L.</given-names></name> <name><surname>Scales</surname> <given-names>P. C.</given-names></name> <name><surname>Sharma</surname> <given-names>A. R.</given-names></name> <name><surname>Drake</surname> <given-names>D. R.</given-names></name> <name><surname>Blyth</surname> <given-names>D. A.</given-names></name></person-group> (<year>1998</year>). <article-title>Developmental assets: measurement and prediction of risk behaviors among adolescents</article-title>. <source>Appl. Dev. Sci.</source> <volume>2</volume>, <fpage>209</fpage>&#x2013;<lpage>230</lpage>. doi: <pub-id pub-id-type="doi">10.1207/s1532480xads0204_4</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Lopez</surname> <given-names>S. J.</given-names></name> <name><surname>Hodges</surname> <given-names>T.</given-names></name> <name><surname>Harter</surname> <given-names>J.</given-names></name></person-group> (<year>2005</year>). <source>Clifton youth StrengthsExplorer technical report: Development and initial validation</source>. <publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>The Gallup Organization</publisher-name>.</citation></ref>
<ref id="ref41"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Lottman</surname> <given-names>T. J.</given-names></name> <name><surname>Zawaly</surname> <given-names>S.</given-names></name> <name><surname>Niemiec</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). &#x201C;<article-title>Well-being and well-doing: bringing mindfulness and character strengths to the early childhood classroom and home</article-title>&#x201D; in <source>Positive psychology interventions in practice</source>. ed. <person-group person-group-type="editor"><name><surname>Proctor</surname> <given-names>C.</given-names></name></person-group> (<publisher-loc>Cham, Switzerland</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>83</fpage>&#x2013;<lpage>105</lpage>.</citation></ref>
<ref id="ref42"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Louis</surname> <given-names>M. C.</given-names></name> <name><surname>Lopez</surname> <given-names>S. J.</given-names></name></person-group> (<year>2014</year>). &#x201C;<article-title>Strengths interventions: current progress and future directions</article-title>&#x201D; in <source>The Wiley Blackwell handbook of positive psychological interventions</source>. eds. <person-group person-group-type="editor"><name><surname>Parks</surname> <given-names>A. C.</given-names></name> <name><surname>Schueller</surname> <given-names>S. M.</given-names></name></person-group> (<publisher-loc>West Sussex, UK</publisher-loc>: <publisher-name>John Wiley &#x0026; Sons, Ltd</publisher-name>).</citation></ref>
<ref id="ref43"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Mahatmya</surname> <given-names>D.</given-names></name> <name><surname>Lohman</surname> <given-names>B. J.</given-names></name> <name><surname>Matjasko</surname> <given-names>J. L.</given-names></name> <name><surname>Farb</surname> <given-names>A. F.</given-names></name></person-group> (<year>2012</year>). &#x201C;<article-title>Engagement across developmental periods</article-title>&#x201D; in <source>Handbook of research on student engagement</source>. eds. <person-group person-group-type="editor"><name><surname>Christenson</surname> <given-names>S.</given-names></name> <name><surname>Reschly</surname> <given-names>A.</given-names></name> <name><surname>Wylie</surname> <given-names>C.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>45</fpage>&#x2013;<lpage>63</lpage>.</citation></ref>
<ref id="ref44"><citation citation-type="book"><person-group person-group-type="author"><name><surname>McCormick</surname> <given-names>C. M.</given-names></name> <name><surname>Kuo</surname> <given-names>S. I.-C.</given-names></name> <name><surname>Masten</surname> <given-names>A. S.</given-names></name></person-group> (<year>2011</year>). &#x201C;<article-title>Developmental tasks across the lifespan</article-title>&#x201D; in <source>Handbook of lifespan development</source>. eds. <person-group person-group-type="editor"><name><surname>Fingerman</surname> <given-names>K. L.</given-names></name> <name><surname>Berg</surname> <given-names>C. A.</given-names></name> <name><surname>Smith</surname> <given-names>J.</given-names></name> <name><surname>Antonucci</surname> <given-names>T. C.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>117</fpage>&#x2013;<lpage>140</lpage>.</citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGrath</surname> <given-names>R. E.</given-names></name> <name><surname>Hall-Simmonds</surname> <given-names>A.</given-names></name> <name><surname>Goldberg</surname> <given-names>L. R.</given-names></name></person-group> (<year>2020</year>). <article-title>Are measures of character and personality distinct? Evidence from observed-score and true-score analyses</article-title>. <source>Assessment</source> <volume>27</volume>, <fpage>117</fpage>&#x2013;<lpage>135</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1073191117738047</pub-id>, PMID: <pub-id pub-id-type="pmid">29073771</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Merriam</surname> <given-names>S. B.</given-names></name> <name><surname>Grenier</surname> <given-names>R. S.</given-names></name></person-group> (<year>2019</year>). <source>Qualitative research in practice: examples for discussion and analysis</source>. <edition>2nd</edition> Edn. <publisher-loc>Hoboken, NJ</publisher-loc>: <publisher-name>Jossey-Bass</publisher-name>.</citation></ref>
<ref id="ref9008"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>L. S.</given-names></name> <name><surname>Klein</surname> <given-names>R. G.</given-names></name> <name><surname>Piacentini</surname> <given-names>J.</given-names></name> <name><surname>Abikoff</surname> <given-names>H.</given-names></name> <name><surname>Shah</surname> <given-names>M. R.</given-names></name> <name><surname>Samoilov</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>1995</year>). <article-title>The New York Teacher Rating Scale for disruptive and antisocial behavior</article-title>. <source>J. Am. Acad. Child Adolesc. Psychiatry.</source> <volume>34</volume>, <fpage>359</fpage>&#x2013;<lpage>370</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00004583-199503000-00022</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Muth&#x00E9;n</surname> <given-names>L. K.</given-names></name> <name><surname>Muth&#x00E9;n</surname> <given-names>B. O.</given-names></name></person-group> (<year>2017</year>). <source>Mplus user&#x2019;s guide</source>. <edition>8th</edition> Edn. <publisher-loc>Los Angeles, CA</publisher-loc>: <publisher-name>Muth&#x00E9;n &#x0026; Muth&#x00E9;n</publisher-name>.</citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Najderska</surname> <given-names>M.</given-names></name> <name><surname>Cieciuch</surname> <given-names>J.</given-names></name></person-group> (<year>2018</year>). <article-title>The structure of character strengths: variable-and person-centered approaches</article-title>. <source>Front. Psychol.</source> <volume>9</volume>:<fpage>153</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2018.00153</pub-id>, PMID: <pub-id pub-id-type="pmid">29515482</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelson</surname> <given-names>G.</given-names></name> <name><surname>Westhues</surname> <given-names>A.</given-names></name> <name><surname>MacLeod</surname> <given-names>W.</given-names></name></person-group> (<year>2003</year>). <article-title>A meta-analysis of longitudinal research on preschool prevention programs for children</article-title>. <source>Prev. Treat.</source> <volume>6</volume>:<fpage>np</fpage>. doi: <pub-id pub-id-type="doi">10.1037/1522-3736.6.1.631a</pub-id>, PMID: <pub-id pub-id-type="pmid">39780972</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orth</surname> <given-names>U.</given-names></name></person-group> (<year>2018</year>). <article-title>The family environment in early childhood has a long-term effect on self-esteem: a longitudinal study from birth to age 27 years</article-title>. <source>J. Pers. Soc. Psychol.</source> <volume>114</volume>, <fpage>637</fpage>&#x2013;<lpage>655</lpage>. doi: <pub-id pub-id-type="doi">10.1037/pspp0000143</pub-id>, PMID: <pub-id pub-id-type="pmid">28182449</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Owens</surname> <given-names>R. L.</given-names></name> <name><surname>Baugh</surname> <given-names>L.</given-names></name> <name><surname>Barrett-Wallis</surname> <given-names>R.</given-names></name> <name><surname>Hui</surname> <given-names>N.</given-names></name> <name><surname>McDaniel</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Strengths across the lifespan: a qualitative analysis of developmental trajectories and influential factors</article-title>. <source>Transla. Issues Psychol. Sci.</source> <volume>4</volume>, <fpage>265</fpage>&#x2013;<lpage>276</lpage>. doi: <pub-id pub-id-type="doi">10.1037/tps0000164</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Owens</surname> <given-names>R. L.</given-names></name> <name><surname>Waters</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>What does positive psychology tell us about early intervention and prevention with children and adolescents? A review of positive psychological interventions with young people</article-title>. <source>J. Posit. Psychol.</source> <volume>15</volume>, <fpage>588</fpage>&#x2013;<lpage>597</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2020.1789706</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>N.</given-names></name> <name><surname>Peterson</surname> <given-names>C.</given-names></name></person-group> (<year>2006</year>). <article-title>Moral competence and character strengths among adolescents: the development and validation of the values in action inventory of strengths for youth</article-title>. <source>J. Adolesc.</source> <volume>29</volume>, <fpage>891</fpage>&#x2013;<lpage>909</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.adolescence.2006.04.011</pub-id>, PMID: <pub-id pub-id-type="pmid">16766025</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Peterson</surname> <given-names>C.</given-names></name> <name><surname>Seligman</surname> <given-names>M. E. P.</given-names></name></person-group> (<year>2004</year>). <source>Character strengths and virtues: a classification and handbook</source>. <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Psychological Association</publisher-name>.</citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Proctor</surname> <given-names>C.</given-names></name> <name><surname>Tsukayama</surname> <given-names>E.</given-names></name> <name><surname>Wood</surname> <given-names>A. M.</given-names></name> <name><surname>Maltby</surname> <given-names>J.</given-names></name> <name><surname>Eades</surname> <given-names>J.</given-names></name> <name><surname>Linley</surname> <given-names>P. A.</given-names></name></person-group> (<year>2011</year>). <article-title>Strengths gym: the impact of a character strengths-based intervention on the life satisfaction and well-being of adolescents</article-title>. <source>J. Posit. Psychol.</source> <volume>6</volume>, <fpage>377</fpage>&#x2013;<lpage>388</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2011.594079</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Purnamaningsih</surname> <given-names>E. H.</given-names></name></person-group> (<year>2017</year>). <article-title>Personality and emotion regulation strategies</article-title>. <source>Int. J. Psychol. Res.</source> <volume>10</volume>, <fpage>53</fpage>&#x2013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.21500/20112084.2040</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Putnam</surname> <given-names>S. P.</given-names></name> <name><surname>Ellis</surname> <given-names>L. K.</given-names></name> <name><surname>Rothbart</surname> <given-names>M. K.</given-names></name></person-group> (<year>2001</year>). &#x201C;<article-title>The structure of temperament from infancy through adolescence</article-title>&#x201D; in <source>Advances in research on temperament</source>. eds. <person-group person-group-type="editor"><name><surname>Eliasz</surname> <given-names>A.</given-names></name> <name><surname>Angleitner</surname> <given-names>A.</given-names></name></person-group> (<publisher-loc>Lengerich, Germany</publisher-loc>: <publisher-name>Pabst Scientist Publisher</publisher-name>), <fpage>165</fpage>&#x2013;<lpage>182</lpage>.</citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quinlan</surname> <given-names>D. M.</given-names></name></person-group> (<year>2015</year>). <article-title>How &#x2018;other people matter&#x2019; in a classroom-based strengths intervention: exploring interpersonal strategies and classroom outcomes</article-title>. <source>J. Posit. Psychol.</source> <volume>10</volume>, <fpage>77</fpage>&#x2013;<lpage>89</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2014.920407</pub-id></citation></ref>
<ref id="ref9009"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quinlan</surname> <given-names>D.</given-names></name> <name><surname>Swain</surname> <given-names>N.</given-names></name> <name><surname>Vella-Brodrick</surname> <given-names>D. A.</given-names></name></person-group> (<year>2012</year>). <article-title>Character strengths interventions: Building on what we know for improved outcomes</article-title>. <source>J. Happiness Stud.</source> <volume>13</volume>, <fpage>1145</fpage>&#x2013;<lpage>1163</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10902-011-9311-5</pub-id></citation></ref>
<ref id="ref9010"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rammstedt</surname> <given-names>B.</given-names></name> <name><surname>John</surname> <given-names>O. P.</given-names></name></person-group> (<year>2007</year>). <article-title>Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German</article-title>. <source>J. Res. Pers.</source> <volume>41</volume>, <fpage>203</fpage>&#x2013;<lpage>212</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jrp.2006.02.001</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ruch</surname> <given-names>W.</given-names></name> <name><surname>Vylobkova</surname> <given-names>V.</given-names></name> <name><surname>Heintz</surname> <given-names>S.</given-names></name></person-group> (<year>2023</year>). <article-title>Two of a kind or distant relatives? A multimethod investigation of the overlap between personality traits and character strengths</article-title>. <source>J. Individ. Differ.</source> <volume>44</volume>, <fpage>263</fpage>&#x2013;<lpage>270</lpage>. doi: <pub-id pub-id-type="doi">10.1027/1614-0001/a000400</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seligman</surname> <given-names>M. E. P.</given-names></name> <name><surname>Csikszentmihalyi</surname> <given-names>M.</given-names></name></person-group> (<year>2000</year>). <article-title>Positive psychology: an introduction</article-title>. <source>Am. Psychol.</source> <volume>55</volume>, <fpage>5</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0003-066X.55.1.5</pub-id>, PMID: <pub-id pub-id-type="pmid">11392865</pub-id></citation></ref>
<ref id="ref9011"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shields</surname> <given-names>A.</given-names></name> <name><surname>Cicchetti</surname> <given-names>D.</given-names></name></person-group> (<year>1997</year>). <article-title>Emotion regulation among school-age children: The development and validation of a new criterion Q-sort scale</article-title>. <source>Dev. Psychol.</source> <volume>33</volume>, <fpage>906</fpage>&#x2013;<lpage>916</lpage>.  doi: <pub-id pub-id-type="doi">10.1037/0012-1649.33.6.906</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Shiner</surname> <given-names>R. L.</given-names></name> <name><surname>DeYoung</surname> <given-names>C. G.</given-names></name></person-group> (<year>2013</year>). &#x201C;<article-title>The structure of temperament and personality traits: a developmental perspective</article-title>&#x201D; in <source>The Oxford handbook of developmental psychology</source>. ed. <person-group person-group-type="editor"><name><surname>Zelazo</surname> <given-names>P. D.</given-names></name></person-group>, vol. <volume>2</volume>. <comment>Self and other</comment> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>), <fpage>113</fpage>&#x2013;<lpage>141</lpage>.</citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shoshani</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Young children&#x2019;s character strengths and emotional well-being: development of the character strengths inventory for early childhood (CSI-EC)</article-title>. <source>J. Posit. Psychol.</source> <volume>14</volume>, <fpage>86</fpage>&#x2013;<lpage>102</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17439760.2018.1424925</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Slobodskaya</surname> <given-names>H. R.</given-names></name></person-group> (<year>2021</year>). <article-title>Personality development from early childhood through adolescence</article-title>. <source>Personal. Individ. Differ.</source> <volume>172</volume>:<fpage>110596</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.paid.2020.110596</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Tabachnick</surname> <given-names>B. G.</given-names></name> <name><surname>Fidell</surname> <given-names>L. S.</given-names></name></person-group> (<year>2019</year>). <source>Using multivariate statistics</source>. <edition>7th</edition> Edn. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Pearson</publisher-name>.</citation></ref>
<ref id="ref65"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Walsh</surname> <given-names>W. B.</given-names></name> <name><surname>Betz</surname> <given-names>N. E.</given-names></name></person-group> (<year>2001</year>). <source>Tests and assessment</source>. <edition>4th</edition> Edn. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Pearson</publisher-name>.</citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Waters</surname> <given-names>L.</given-names></name> <name><surname>Dussert</surname> <given-names>D.</given-names></name> <name><surname>Loton</surname> <given-names>D.</given-names></name></person-group> (<year>2022</year>). <article-title>How do young children understand and action their own well-being? Positive psychology, student voice, and well-being literacy in early childhood</article-title>. <source>Int. J. Appl. Posit. Psychol.</source> <volume>7</volume>, <fpage>91</fpage>&#x2013;<lpage>117</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s41042-021-00056-w</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whittemore</surname> <given-names>R.</given-names></name> <name><surname>Chase</surname> <given-names>S. K.</given-names></name> <name><surname>Mandle</surname> <given-names>C. L.</given-names></name></person-group> (<year>2001</year>). <article-title>Validity in qualitative research</article-title>. <source>Qual. Health Res.</source> <volume>11</volume>, <fpage>522</fpage>&#x2013;<lpage>537</lpage>. doi: <pub-id pub-id-type="doi">10.1177/104973201129119299</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Worthington</surname> <given-names>R. L.</given-names></name> <name><surname>Whittaker</surname> <given-names>T. A.</given-names></name></person-group> (<year>2006</year>). <article-title>Scale development research: a content analysis and recommendations for best practices</article-title>. <source>Couns. Psychol.</source> <volume>34</volume>, <fpage>806</fpage>&#x2013;<lpage>838</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0011000006288127</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zolkoski</surname> <given-names>S. M.</given-names></name> <name><surname>Bullock</surname> <given-names>L. M.</given-names></name></person-group> (<year>2012</year>). <article-title>Resilience in children and youth: a review</article-title>. <source>Child Youth Serv. Rev.</source> <volume>34</volume>, <fpage>2295</fpage>&#x2013;<lpage>2303</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.childyouth.2012.08.009</pub-id></citation></ref>
</ref-list>
</back>
</article>