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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/feduc.2026.1769238</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Social skills scale: aspects of reliability and validity of a new 9-item scale assessing social-skills</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Sigmundsson</surname> <given-names>Hermundur</given-names></name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<uri xlink:href="https://loop.frontiersin.org/people/768182"/>
</contrib>
</contrib-group>
<aff id="aff1"><institution>Department of Psychology, Norwegian University of Science and Technology</institution>, <city>Trondheim</city>, <country country="no">Norway</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Hermundur Sigmundsson, <email xlink:href="mailto:hermundur.sigmundsson@ntnu.no">hermundur.sigmundsson@ntnu.no</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-27">
<day>27</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>11</volume>
<elocation-id>1769238</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>15</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Sigmundsson.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Sigmundsson</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>In this article, the psychometric properties of a new scale aimed at quantifying social skills are explored. The social skills scale is a quantitative, easy-to-administer measure designed to be context-independent. The Social Skills Scale was tested on a sample of 127 children aged 3&#x02013;5 years (mean age = 3.83, <italic>SD</italic> = 0.72) from Iceland, allowing for an initial examination of its applicability, internal consistency, and reliability. Preschool teachers tested/evaluated the children. The findings indicate that the scale is suitable for use with children in this age range. All individual items showed positive correlations with the total score, with item-total correlation coefficients ranging from 0.35 to 0.76. The scale demonstrated high internal consistency, with a Cronbach&#x00027;s alpha of 0.89 for the standardized items. To assess inter-rater reliability, two independent observers (preschool teachers) evaluated a subset of 10 children (mean age = 4.04, <italic>SD</italic> = 0.21). The intraclass correlation coefficient (ICC) between the two raters was 0.88, indicating good reliability for this age group of Icelandic children.These promising initial results support further development of the Social Skills Scale, including norming the instrument on a larger and more representative sample and carrying out further validation of the scale.</p></abstract>
<kwd-group>
<kwd>assessment</kwd>
<kwd>learning</kwd>
<kwd>reliability</kwd>
<kwd>social skills</kwd>
<kwd>validity</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="7"/>
<word-count count="4921"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Psychology in Education</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="introduction" id="s1">
<label>1</label>
<title>Introduction</title>
<p><xref ref-type="bibr" rid="B13">Gottlieb (1998)</xref> argues that individual development arises from the dynamic interaction between genetic activity, neural activity, behavior, and the environment. A central message of his theory is that appropriate stimuli and experiences are essential for development to occur; without them, genetic potential cannot be fully expressed. Development is therefore probabilistic rather than predetermined.</p>
<p>This perspective is strongly supported by Edelman&#x00027;s theory of Neural Darwinism (<xref ref-type="bibr" rid="B5">Edelman 1987</xref>, <xref ref-type="bibr" rid="B6">1992</xref>), which proposes that neural circuits are selectively strengthened through experience. According to this view, repeated and meaningful interactions with the environment shape brain organization by reinforcing functional neural networks, while unused connections are weakened or eliminated. A key message of Neural Darwinism is that learning is highly specific, with neural connections strengthening in direct response to what is practiced (<xref ref-type="bibr" rid="B27">Sigmundsson, 2024</xref>, p. 22). Therefore, it is essential to clearly identify which skills and areas of knowledge we aim to develop and to design training that specifically targets those competencies (<xref ref-type="bibr" rid="B21">Kleim and Jones, 2008</xref>; <xref ref-type="bibr" rid="B29">Sigmundsson et al., 2017</xref>). Together, these theories (Probabilistic Epigenesis and Neural Darwinism) emphasize that development and learning depend on active engagement with the environment and carefully structured experiences that provide the necessary stimulation for growth and adaptation across the lifespan. This is often called an &#x02018;ecological perspective&#x00027; (<xref ref-type="bibr" rid="B27">Sigmundsson, 2024</xref>, p. 2). Children with deficits in social skills represent important opportunities for support and development for nursery homes, schools, teachers, parents, and peers. When these needs are not sufficiently addressed, daily interactions may become demanding and create less predictable environments in nursery homes, schools, and homes. With early support, clear structure, and positive collaboration, these children can develop stronger social skills, contributing to calmer settings and more inclusive, supportive communities (<xref ref-type="bibr" rid="B14">Gresham, 2015</xref>, p. 100). It is of great importance to work systematically from early age to increase social skills in children &#x02018;Developing social skills to enable successful relationships with others is one of the most important accomplishments in childhood&#x00027; (<xref ref-type="bibr" rid="B31">Takahashi et al., 2015</xref>, p. 1). <xref ref-type="bibr" rid="B9">Ericsson et al. (1993)</xref> suggest that &#x02018;deliberate practice&#x00027; is the most effective way to increase skill and knowledge. The core elements of Ericsson&#x00027;s theory are focused, goal-directed training, systematic feedback and follow-up, and guidance from skilled mentors. <xref ref-type="bibr" rid="B8">Ericsson and Pool (2016)</xref> point to the importance of precise assessments guiding the goal sets for continuous improvement. Then it is possible to give tailored interventions that accurately address each child&#x00027;s individual developmental requirements.</p>
<sec>
<label>1.1</label>
<title>Social skills</title>
<p>Social skills are defined as learned behaviors that are socially acceptable, enabling individuals to interact effectively with others while avoiding socially inappropriate responses (<xref ref-type="bibr" rid="B15">Gresham and Elliott, 1984</xref>; <xref ref-type="bibr" rid="B33">Wieczorek et al., 2025a</xref>). While the foundation of social skill development starts with infant-parent interactions, the influence of additional interpersonal relationships&#x02014;such as those with teachers, peers, and other adults&#x02014;continues to shape these skills (<xref ref-type="bibr" rid="B8">Ericsson and Pool, 2016</xref>). As children&#x00027;s social networks grow in both size and complexity, the development of social skills becomes increasingly influenced by these interactions (<xref ref-type="bibr" rid="B2">Birch and Ladd, 1996</xref>). <xref ref-type="bibr" rid="B17">Hajovsky et al. (2022)</xref>, p. 488) argue that evidence suggests that consistently girls score higher than boys on measures of social skills. At kindergarten, teachers rate girls higher than boys in social and behavioral skills (<xref ref-type="bibr" rid="B4">DiPrete and Jennings, 2012</xref>). (<xref ref-type="bibr" rid="B22">Knickmeyer and Baron-Cohen 2006</xref>, p. 828) indicate that &#x02018;developmentally, a number of studies have reported greater vocabularies and faster rates of language acquisition than males&#x00027;. This difference may be linked to dopamine activity (<xref ref-type="bibr" rid="B28">Sigmundsson et al., 2021</xref>). <xref ref-type="bibr" rid="B30">Soutschek et al. (2017)</xref> suggest that males exhibit higher dopamine activity associated with &#x0201C;selfish&#x0201D; rewards, while females show greater dopamine activity related to shared, &#x0201C;prosocial&#x0201D; rewards i.e., which may indicate why girls have better social competence than boys. Social skills are among the most crucial abilities children must develop, alongside academic skills like reading, to navigate their social world effectively (<xref ref-type="bibr" rid="B29">Sigmundsson et al., 2017</xref>). This gender difference may also be linked to more testosterone level in boys than girls which may affect both neural structure and function (<xref ref-type="bibr" rid="B22">Knickmeyer and Baron-Cohen, 2006</xref>, p. 825). The preschool years are widely recognized as one of the most critical periods in a child&#x00027;s life, with a significant influence on their social development (<xref ref-type="bibr" rid="B25">Okankwu and Ekpo, 2025</xref>). Social skills&#x02014;essential tools for facilitating social adaptation, forming relationships, and maintaining existing ones&#x02014;are primarily acquired during the early years of life and have significant short- and long-term impacts on an individual&#x00027;s development (<xref ref-type="bibr" rid="B1">Aksoy and Baran, 2010</xref>, p. 663).</p>
<p>Research suggests a moderate to strong correlation between social skills and academic achievement (<xref ref-type="bibr" rid="B7">Elliott et al., 2025</xref>). In this respect &#x02018;Researchers have documented meaningful and predictive relationship between students social behaviors and their long-term academic achievement&#x00027; (<xref ref-type="bibr" rid="B14">Gresham, 2015</xref>, p. 101).</p></sec>
<sec>
<label>1.2</label>
<title>Compassion</title>
<p><xref ref-type="bibr" rid="B12">Gilbert et al. (2017)</xref>, p. 1) define compassion as a &#x02018;sensitivity to suffering of self and others, with a commitment to try to alleviate and prevent it&#x00027;. The word compassion comes from the latin word compati meaning &#x02018;to suffer with&#x00027;. <xref ref-type="bibr" rid="B12">Gilbert et al. (2017)</xref> argues that we can both give and receive compassion. Research indicates that developing caring and compassion-focused motives for self and others has a range of benefits both on genetic expression, psychological processes, physiological processes and social relationships (<xref ref-type="bibr" rid="B12">Gilbert et al., 2017</xref>, p. 1).</p>
<p>Compassion for others: Compassion for others is the ability to recognize suffering and feel motivated to alleviate it. It involves empathy, kindness, and a genuine concern for others&#x00027; well-being. Compassion strengthens human connections, fosters emotional resilience, and promotes a more caring and supportive society where individuals feel seen, valued, and understood (<xref ref-type="bibr" rid="B12">Gilbert et al., 2017</xref>).</p>
<p>Compassion from others: Compassion from others provides comfort, support, and a sense of belonging during difficult times. It helps individuals feel understood and valued, fostering healing, emotional strength, and deeper human connection (<xref ref-type="bibr" rid="B12">Gilbert et al., 2017</xref>).</p>
<p>Self-compassion: According to Neff, self-compassion involves three core elements: self-kindness, common humanity, and mindfulness. It means treating oneself with care during difficulties, recognizing that suffering is part of human experience, and observing painful emotions without judgment. Neff&#x00027;s approach fosters resilience, emotional balance, and a healthier relationship with oneself (<xref ref-type="bibr" rid="B24">Neff, 2011</xref>).</p>
<p>In relation to social competence, compassion is of great importance, as it enables individuals to understand and respond to others&#x00027; emotions and needs. It supports empathy, respectful communication, cooperation, and the development of positive, trusting relationships across diverse social contexts (<xref ref-type="bibr" rid="B12">Gilbert et al., 2017</xref>).</p></sec>
<sec>
<label>1.3</label>
<title>Measurement of social competence in 3- to 5-year-olds</title>
<p>Specific constructs in this domain reflect children&#x00027;s prosocial and social&#x02013;cognitive abilities, including interpreting social cues, engaging positively with others, solving social problems, understanding others&#x00027; perspectives, and balancing personal and others&#x00027; needs. These constructs are typically assessed through adult reports, systematic observations, and structured tasks evaluating social understanding (<xref ref-type="bibr" rid="B18">Halle and Darling-Churchill, 2016</xref>). <xref ref-type="bibr" rid="B32">Wieczorek et al. (2025b)</xref> indicate that social skills are assessed through observable behaviors such as cooperation, self-regulation, and self-control (e.g. Social Skills Rating System: <xref ref-type="bibr" rid="B16">Gresham and Elliott, 1990</xref>). In this respect, <xref ref-type="bibr" rid="B20">Junge et al. (2020)</xref> suggest that there is no consensus on which skills should be considered vital for social competence. Consequently, they selected a set of five skills that serve as possible indicators of children&#x00027;s (potential for) social competence: social encoding, social problem solving, emotion regulation, communication, and empathy.</p></sec>
<sec>
<label>1.4</label>
<title>The current study</title>
<p>This article reports the development of the scale aimed at the objective quantification of social skills for children at the age of 3&#x02013;5 years. The principal aim of the study is to examine the applicability of the nine-item scale, its inter-rater reliability and internal consistency in a sample of children between the ages of 3&#x02013;5 years. The overall goal is to contribute to understanding the complex construct of social skills.</p></sec></sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<p>In this study 127 children were rated on social skills. The average age for the whole group (<italic>N</italic> = 127) was 3.83 (<italic>SD</italic> = 0.72). For the girls (<italic>N</italic> = 55) the average was 3.83 (<italic>SD</italic> = 0.72) and for the boys (<italic>N</italic> = 72) the average age was 3.83 (<italic>SD</italic> = 0.72). Recruitment for the study was conducted among children in Iceland. There were nine nursery homes included in the study. They were randomly selected.</p>
<sec>
<label>2.1</label>
<title>Measurements</title>
<sec>
<label>2.1.1</label>
<title>Demographics</title>
<p>The participants&#x00027; age and gender were recorded.</p></sec>
<sec>
<label>2.1.2</label>
<title>Procedure</title>
<p>Before the children did participate in the research, written informed consent was obtained from the children&#x00027;s parents. In accordance with national and institutional guidelines, full ethical review and approval were not required for this study. However, the research was conducted in compliance with the recommendations of the Icelandic Data Protection Authority (Approval Committee) and adhered to the principles outlined in the Declaration of Helsinki. The Social Skills Scale was developed by the Learning and Skill Development research group. Initial item development was theory-driven, informed by the theoretical frameworks described earlier. The development of the scale was in three phases:</p>
<p>First phase: item development. The first version of the scale, consisting of 12 items, was tested in a pilot study by two preschool teachers. After the pilot study the scale was refined and reduced to nine items. Its removal was theoretically driven. This phase was carried out in autumn 2023.</p>
<p>Second phase: inter-rater reliability. Two experienced preschool teachers observed and evaluated 10 children during their daily activities at the nursery school, and inter-rater reliability was estimated. The preschool teacher conducted evaluations and observations of the children in the nursery home where he worked. The children were assessed individually. This phase was carried out in spring 2024.</p>
<p>Third phase: data collection in nine preschools (<italic>N</italic> = 127 children). The third phase of data collection was carried out by experienced preschool teachers. The preschool teacher evaluated and observed children in the nursery home where he was employed. So, they had strong expertise to assess the children effectively. All data was collected anonymously; only the age and gender of the children were recorded by the preschool teacher. This phase was carried out in spring and autumn 2024.</p></sec>
<sec>
<label>2.1.3</label>
<title>Measures</title>
<sec>
<label>2.1.3.1</label>
<title>Social skills scale</title>
<p>The Social Skills Scale was used to assess children&#x00027;s level of social skills. The scale consists of nine items, completed by preschool teachers using a pictorial, emoji-based Likert scale ranging from 1 to 5. A score of one corresponds to a very sad face, five to a very happy face, and three represents a neutral face. The Likert scale is one of the most widely used measurement tools in research (<xref ref-type="bibr" rid="B23">Likert, 1932</xref>). Higher total scores indicate stronger social skills. An overview of the nine items is presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>The nine questions in the social skills scale.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>1</bold>.</th>
<th valign="top" align="center"><bold>Does the child thrive in kindergarten?</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2.</td>
<td valign="top" align="center">Is the child safe in the kindergarten?</td>
</tr>
<tr>
<td valign="top" align="left">3.</td>
<td valign="top" align="center">How is the child&#x00027;s language development/vocabulary?</td>
</tr>
<tr>
<td valign="top" align="left">4.</td>
<td valign="top" align="center">Does the child have friends in kindergarten?</td>
</tr>
<tr>
<td valign="top" align="left">5.</td>
<td valign="top" align="center">Is the child good at sharing toys and playing with other children?</td>
</tr>
<tr>
<td valign="top" align="left">6.</td>
<td valign="top" align="center">Does the child communicate well with peers?</td>
</tr>
<tr>
<td valign="top" align="left">7.</td>
<td valign="top" align="center">Does the child have control over his temper during play?</td>
</tr>
<tr>
<td valign="top" align="left">8.</td>
<td valign="top" align="center">Does the child control his temper during mealtimes?</td>
</tr>
<tr>
<td valign="top" align="left">9.</td>
<td valign="top" align="center">Is the child polite to adults?</td>
</tr></tbody>
</table>
</table-wrap></sec></sec></sec>
<sec>
<label>2.2</label>
<title>Data reduction and analysis</title>
<p>Data was analyzed using SPSS (version 29). An exploratory factor analysis (EFA) was conducted to examine the underlying structure of the Social Skills Scale in an Icelandic sample. Inter-rater reliability was assessed by comparing the level of agreement between two independent observers (nursery schoolteachers) who evaluated a subsample of 10 children.</p>
<p>Internal consistency of the scale items was assessed using Cronbach&#x00027;s alpha. Additionally, Pearson&#x00027;s correlation coefficients (<italic>r</italic>) were calculated to evaluate the relationships between individual item scores and the total scale score. To avoid statistical dependence, each item was excluded from the total score when computing its individual correlation.</p></sec></sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec>
<label>3.1</label>
<title>Demographic differences</title>
<p>As a first step, demographic differences related to the variables of interest were examined. Age was not significantly correlated with the mean score on the Social Skills Scale, <italic>r</italic> = 0.092, <italic>p</italic> = 0.304 (Pearson&#x00027;s correlation).</p>
<p>An independent samples <italic>t</italic>-test revealed a significant difference between gender groups. Female participants had a higher mean social skills score (<italic>M</italic> = 4.29, <italic>SD</italic> = 0.54) compared to male participants (<italic>M</italic> = 4.05, <italic>SD</italic> = 0.73), <italic>t</italic>(125) = &#x02212;2.066, <italic>p</italic> = 0.020 (one-tailed).</p></sec>
<sec>
<label>3.2</label>
<title>Exploratory factor analysis</title>
<p>Exploratory factor analysis with principal axis factoring extraction method was used to discover the underlying factor structure of the social skills scale in an Icelandic sample. The results suggest that the scale consisted of one factor reflecting social skills. Only one factor was extracted based on inspection of scree-plot, eigenvalues and theoretical sensitivity. The other factors explained relatively little variance (11%). The extracted factor had an eigenvalue of 4.848 and the component explained 50% variance of social skills. In addition, the factor loadings ranged from 0.38 to 0.86 indicating that the items correlated well with the latent construct. The overall KMO was 0.84 indicating an adequate sample size to detect dimensionality, and Bartlett&#x00027;s test of sphericity was significant (<italic>p</italic> &#x0003C; 0.001).</p></sec>
<sec>
<label>3.3</label>
<title>Inter-rater reliability</title>
<p>To assess reliability, the level of agreement between two independent observers (preschool teachers) was evaluated for 10 children, comprising five girls and five boys. Inter-rater reliability of the two independent observers was estimated by using ICC (2,1) (<xref ref-type="bibr" rid="B26">Shrout and Fleiss, 1979</xref>). The results indicated good reliability for the test item, with ICCs between the two raters 0.88 for 3&#x02013;5-years old (mean age: 4.04, <italic>SD</italic>: 0.21) Icelandic children (<italic>N</italic> = 10).</p></sec>
<sec>
<label>3.4</label>
<title>Feasibility</title>
<p>The means and standard deviations for the nine questions in the Social Skills Scale are shown in <xref ref-type="table" rid="T2">Table 2</xref> both for the group as a whole (<italic>N</italic> = 127), for the girls (<italic>N</italic> = 55) and for the boys (<italic>N</italic> = 72). There was a significant difference between the genders in total score and in four of the questions in favor of the girls.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Mean and standard deviations for the social skills scale questions (<italic>N</italic> = 127).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Questions</bold></th>
<th valign="top" align="center" colspan="2"><bold>Whole group</bold></th>
<th valign="top" align="center" colspan="2"><bold>Girls</bold></th>
<th valign="top" align="center" colspan="2"><bold>Boys</bold></th>
<th valign="top" align="center"><bold><italic>p</italic><sup>&#x0002A;</sup></bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><italic><bold>SD</bold></italic></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Question 1</td>
<td valign="top" align="center">4.67</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">4.73</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">4.63</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.14</td>
</tr>
<tr>
<td valign="top" align="left">Question 2</td>
<td valign="top" align="center">4.68</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">4.67</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">4.68</td>
<td valign="top" align="center">0.47</td>
<td valign="top" align="center">0.46</td>
</tr>
<tr>
<td valign="top" align="left">Question 3</td>
<td valign="top" align="center">3.72</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="center">3.96</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">3.53</td>
<td valign="top" align="center">1.24</td>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td valign="top" align="left">Question 4</td>
<td valign="top" align="center">4.42</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">4.58</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">4.29</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.024</td>
</tr>
<tr>
<td valign="top" align="left">Question 5</td>
<td valign="top" align="center">3.79</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">4.00</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">3.63</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">0.015</td>
</tr>
<tr>
<td valign="top" align="left">Question 6</td>
<td valign="top" align="center">3.89</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">4.09</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">3.74</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">0.022</td>
</tr>
<tr>
<td valign="top" align="left">Question 7</td>
<td valign="top" align="center">3.82</td>
<td valign="top" align="center">1.09</td>
<td valign="top" align="center">3.98</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">3.69</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">0.070</td>
</tr>
<tr>
<td valign="top" align="left">Question 8</td>
<td valign="top" align="center">4.16</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">4.25</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">4.08</td>
<td valign="top" align="center">1.4</td>
<td valign="top" align="center">0.181</td>
</tr>
<tr>
<td valign="top" align="left">Question 9</td>
<td valign="top" align="center">4.27</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">4.36</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">4.19</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">0.146</td>
</tr>
<tr>
<td valign="top" align="left">Total score</td>
<td valign="top" align="center">4.20</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">4.29</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">4.05</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.020</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup><italic>t</italic>-test (one-tailed).</p>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<label>3.5</label>
<title>Internal consistency</title>
<p>All individual items correlated positively with the total score, with correlations ranging from 0.35 to 0.76 (see <xref ref-type="table" rid="T3">Table 3</xref>). Correlations between scores of the individual items ranged between low and high (0.12&#x02013;0.83) (see <xref ref-type="table" rid="T4">Table 4</xref>). Furthermore, the Social Skill Scale showed good internal consistency with Cronbach&#x00027;s alpha value of 0.89.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Pearson correlation coefficients and 95% confidence intervals for individual questions score and total test score and Pearson coefficients for individual test items.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Questions</bold></th>
<th valign="top" align="center"><bold>Correlation with total score<sup>&#x0002A;</sup></bold></th>
<th valign="top" align="center"><bold>95% CI</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Question 1</td>
<td valign="top" align="center">0.53<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.40, 0.65</td>
</tr>
<tr>
<td valign="top" align="left">Question 2</td>
<td valign="top" align="center">0.35<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.18, 0.49</td>
</tr>
<tr>
<td valign="top" align="left">Question 3</td>
<td valign="top" align="center">0.59<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.47, 0.69</td>
</tr>
<tr>
<td valign="top" align="left">Question 4</td>
<td valign="top" align="center">0.48<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.34, 0.61</td>
</tr>
<tr>
<td valign="top" align="left">Question 5</td>
<td valign="top" align="center">0.75<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.66, 0.81</td>
</tr>
<tr>
<td valign="top" align="left">Question 6</td>
<td valign="top" align="center">0.81<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.74, 0.86</td>
</tr>
<tr>
<td valign="top" align="left">Question 7</td>
<td valign="top" align="center">0.75<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.66, 0.82</td>
</tr>
<tr>
<td valign="top" align="left">Question 8</td>
<td valign="top" align="center">0.76<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.68, 0.83</td>
</tr>
<tr>
<td valign="top" align="left">Question 9</td>
<td valign="top" align="center">0.74<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.65, 0.81</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;&#x0002A;</sup>Correlation is significant at the 0.01 level (2-tailed). <sup>&#x0002A;</sup>On the basis of the other eight item scores. CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Pearson&#x00027;s coefficients for individual test items.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Questions</bold></th>
<th valign="top" align="center"><bold>1</bold></th>
<th valign="top" align="center"><bold>2</bold></th>
<th valign="top" align="center"><bold>3</bold></th>
<th valign="top" align="center"><bold>4</bold></th>
<th valign="top" align="center"><bold>5</bold></th>
<th valign="top" align="center"><bold>6</bold></th>
<th valign="top" align="center"><bold>7</bold></th>
<th valign="top" align="center"><bold>8</bold></th>
<th valign="top" align="center"><bold>9</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Question 1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.65<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.35<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.34<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.31<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.37<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.35<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.56<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.44<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 2</td>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.17</td>
<td valign="top" align="center">0.26<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.29<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.19<sup>&#x0002A;</sup></td>
<td valign="top" align="center">0.35<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.29<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 3</td>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.44<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.43<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.44<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.34<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.44<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.38<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 4</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.52<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.62<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.42<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.42<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.43<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 5</td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.83<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.72<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.56<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.60<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 6</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.73<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.61<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.63<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 7</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.72<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.70<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 8</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.73<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Question 9</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">1</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;&#x0002A;</sup>Correlation is significant at the 0.01 level (2-tailed). <sup>&#x0002A;</sup>Correlation is significant at the 0.05 level (2-tailed). CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
</sec></sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>The purpose of the current study was to examine the psychometric properties of a recently developed measure attempting to quantify social skills in children aged 3&#x02013;5 years. In the first round of testing, the scale was administered to sample with 127 participants in the age range of 3&#x02013;5 years of age, allowing to explore feasibility and internal consistency. The scale was administered to 10 children to explore the inter-rater reliability of the scale. Research indicates the importance of preschool years for the social development of children (<xref ref-type="bibr" rid="B19">Johnson et al., 2000</xref>; <xref ref-type="bibr" rid="B18">Halle and Darling-Churchill, 2016</xref>). <xref ref-type="bibr" rid="B31">Takahashi et al. (2015)</xref>, p. 1) indicate that social skills are learned behaviors based on social rules and enable individuals to interact appropriately with others in society. <xref ref-type="bibr" rid="B8">Ericsson and Pool (2016)</xref> argue for the importance of deliberate practice to develop skills and knowledge. In that respect it is of crucial importance to have a good reliable test to measure the social skills the child has. This knowledge is of great importance to be able to give the child right challenges in relation to their skills (<xref ref-type="bibr" rid="B3">Csikszentmihalyi, 1975</xref>) and work with the process of their social skills development. In this respect (<xref ref-type="bibr" rid="B18">Halle and Darling-Churchill 2016</xref>) suggest for the importance of &#x02018;having good measures with which to assess progress in the social and emotional domain over the early childhood years&#x00027;.</p>
<sec>
<label>4.1</label>
<title>Feasibility</title>
<p>The results from the study indicated that that the scale is applicable for the studied age-range (3&#x02013;5). It is of interest that the girls score higher in the total score and in four questions in the scale. The questions were: &#x02018;How is the child&#x00027;s language development/vocabulary?&#x00027;; &#x02018;Does the child have friends in kindergarten?&#x00027;; &#x02018;Is the child good at sharing toys and playing with other children?&#x00027;; &#x02018;Does the child communicate well with peers? &#x02018;. Earlier research indicates gender difference in language development i.e., higher mean score for girls than boys (<xref ref-type="bibr" rid="B10">Fenson et al., 1994</xref>, <xref ref-type="bibr" rid="B11">2007</xref>). This may be related to both nature (biological factors) and nurture (environmental factors) (<xref ref-type="bibr" rid="B29">Sigmundsson et al., 2017</xref>). Gottlieb&#x00027;s theory on probabilistic epigenesis (<xref ref-type="bibr" rid="B13">Gottlieb, 1998</xref>) indicates that individual development is always the interaction between genetic activity, neural activity, behavior and environment. Regarding gender differences in questions related to social skills research indicate that girls&#x00027; social skills were consistently rated higher than boys from kindergarten to sixth grade (<xref ref-type="bibr" rid="B17">Hajovsky et al., 2022</xref>, p. 488). Our research group is carrying out further studies to test the new scale with other measures related to motor competence, physical fitness and vocabulary.</p></sec>
<sec>
<label>4.2</label>
<title>Inter-rater reliability</title>
<p>To assess the reliability of the test item, inter-rater agreement was examined between two independent, experienced preschool teachers who evaluated 10 children aged 3&#x02013;5 years. The analysis produced an intraclass correlation coefficient (ICC) of 0.88, indicating strong inter-rater reliability and suggesting that the scale yields consistent results across observers. This high level of agreement likely reflects the teachers&#x00027; comparable professional training and extensive experience in early childhood education, which supported the application of similar evaluation criteria based on a shared understanding of developmental milestones.</p></sec>
<sec>
<label>4.3</label>
<title>Internal consistency of the scale</title>
<p>The scale was developed with nine items designed to be combined into a total score, providing an overall estimate of social skills in children aged 3&#x02013;5 years. The primary purpose of the scale is to offer a reliable and valid measurement that can reasonably be interpreted as an indicator of social skills in children in this age group. Preliminary analysis suggests that the items are conceptually aligned, targeting key aspects of early childhood social development. Ensuring internal consistency is crucial for confirming that all items contribute meaningfully to the same underlying construct, thereby supporting the scale&#x00027;s overall reliability and practical application in early education settings.</p></sec>
<sec>
<label>4.4</label>
<title>Limitations and future research</title>
<p>Further research is needed to refine the conceptualization of social skills and deepen understanding of this important developmental construct. A larger, more diverse sample would strengthen generalizability and allow more robust analyses across ages and developmental levels, as the present study included only one country. Scale validation is still pending, and future studies will examine concurrent validity by comparing the scale with established &#x0201C;gold standard&#x0201D; measures administered simultaneously. In addition, longitudinal designs could clarify developmental stability over time. Potential rater bias and context-specific influences should also be addressed, for example by incorporating multiple informants, independent observations, or assessments across different settings. Our research group is conducting further studies to test the new scale alongside established measures of motor competence, physical fitness, and vocabulary. The theoretical rationale is that social skills develop through interaction with cognitive, linguistic, and motor domains, reflecting a holistic and interrelated developmental process (<xref ref-type="bibr" rid="B29">Sigmundsson et al., 2017</xref>).</p></sec></sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>The findings indicate that the newly developed social skills scale is a feasible, internally consistent, and reliable tool for assessing children aged 3&#x02013;5. Notable gender differences were observed, aligning with existing research. Continued validation, including comparisons with related developmental measures, will further strengthen the scale&#x00027;s utility in early childhood assessment.</p></sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>Ethical approval was not required for the study involving human samples in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x00027; legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>HS: Project administration, Formal analysis, Methodology, Supervision, Data curation, Conceptualization, Validation, Writing &#x02013; original draft, Investigation.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x00027;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>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/869137/overview">Marco Ferreira</ext-link>, Higher Institute of Education and Science (ISEC), Portugal</p>
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<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2778108/overview">Lisa Paleczek</ext-link>, University of Graz, Austria</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2858098/overview">Rashmi Vishwanath</ext-link>, Black Country Partnership NHS Foundation Trust, United Kingdom</p>
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