A network psychometric analysis to advance the understanding of children’s physical literacy

Despite growing interest in children’s physical literacy (PL), limited research has examined the relative importance of its constituent elements from children’s own perspectives using network-based methods. This study employed network psychometrics to identify the key elements (i.e., nodes with high centrality in the PL elements network) of PL based on children’s self-perception. A total of 1,520 Chinese children (752 girls, 49.5%; 768 boys, 50.5%), aged 7 to 12 years (M = 9.6 ± 1.7) completed a PL self-report (the Physical Literacy in Children Questionnaire). Regularized psychological networks were constructed to estimate the interactions between PL elements. Centrality was assessed using the expected influence (EI) index to identify potentially the most influential elements in the PL network. Network comparison test evaluates whether network structure, global strength, and centrality indices differed by sex and age groups (7–9 years and 10–12 years). The elements with high EI values in the PL networks were engagement and enjoyment (psychological domain, EI = 1.64–2.22), collaboration (social domain, EI = 1.34–1.64), self-regulation-physical (psychological domain, EI = 1.12–1.63), and speed (physical domain, EI = 1.10–1.17). The PL network structure and global strength were invariant, though the specific elements with higher EI values differed slightly by sex and age groups. This study identified engagement and enjoyment, collaboration, self-regulation-physical, and speed as key elements of children’s PL. These findings support a child-centered, systems view of PL and highlight elements that merit further investigation in longitudinal or experimental research. Our findings empirically support the inclusion of social elements and children’s voices into PL assessment and promotion.

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Publication Details

Journal
BMC Psychology
Published
2026-04-06
DOI
https://doi.org/10.1186/s40359-026-04490-w
Primary Topic
Children's Physical and Motor Development
Type
article
Field-Weighted Citation Impact
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article

A network psychometric analysis to advance the understanding of children’s physical literacy

Isaac Estevan, Clarice Martins M. MArtins, Rongbin Yin, Lisa Michele Barnett et al.
BMC Psychology
Children's Physical and Motor Development
article

A network psychometric analysis to advance the understanding of children’s physical literacy

Isaac Estevan, Clarice Martins M. MArtins, Rongbin Yin, Lisa Michele Barnett, cuixiang Dong, Yucui Diao, Sitong Chen, Lei Wang
article en

Abstract

Despite growing interest in children’s physical literacy (PL), limited research has examined the relative importance of its constituent elements from children’s own perspectives using network-based methods. This study employed network psychometrics to identify the key elements (i.e., nodes with high centrality in the PL elements network) of PL based on children’s self-perception. A total of 1,520 Chinese children (752 girls, 49.5%; 768 boys, 50.5%), aged 7 to 12 years (M = 9.6 ± 1.7) completed a PL self-report (the Physical Literacy in Children Questionnaire). Regularized psychological networks were constructed to estimate the interactions between PL elements. Centrality was assessed using the expected influence (EI) index to identify potentially the most influential elements in the PL network. Network comparison test evaluates whether network structure, global strength, and centrality indices differed by sex and age groups (7–9 years and 10–12 years). The elements with high EI values in the PL networks were engagement and enjoyment (psychological domain, EI = 1.64–2.22), collaboration (social domain, EI = 1.34–1.64), self-regulation-physical (psychological domain, EI = 1.12–1.63), and speed (physical domain, EI = 1.10–1.17). The PL network structure and global strength were invariant, though the specific elements with higher EI values differed slightly by sex and age groups. This study identified engagement and enjoyment, collaboration, self-regulation-physical, and speed as key elements of children’s PL. These findings support a child-centered, systems view of PL and highlight elements that merit further investigation in longitudinal or experimental research. Our findings empirically support the inclusion of social elements and children’s voices into PL assessment and promotion.

BMC Psychology
Deakin University (AU), Universitat de València (ES), Universidade do Porto (PT), Shanghai University of Sport (CN), Soochow University (CN), East China Normal University (CN), Victoria University (AU)
Quality Education
Openalex Percentile: Top 31%
Children's Physical and Motor Development
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