Evidence map›Paper›PMID 41758579›Full record

ArticleEuropean journal of public health2026

Regional, socioeconomic, and health determinants of physical fitness in school children: insights from a National Olympic Fitness Project.

Pavol Ďurček, Libuša Nechalová, Milan Špánik, Branislav Bleha, Viktor Bielik

Abstract read
In one paragraph

Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Pavol ĎurčekDepartment of Economic and Social Geography, Demography and Territorial Development, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, Slovakia.
Libuša NechalováDepartment of Biological and Medical Science, Faculty of Physical Education and Sports, Comenius University in Bratislava, Bratislava, Slovakia.
Milan ŠpánikDepartment of Olympism, Slovak Olympic and Sports Committee, Bratislava, Slovakia.
Branislav BlehaDepartment of Economic and Social Geography, Demography and Territorial Development, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, Slovakia.
Viktor BielikDepartment of Biological and Medical Science, Faculty of Physical Education and Sports, Comenius University in Bratislava, Bratislava, Slovakia.

Funding

Ministry of Education, Research, Development and Youth of the Slovak Republic APVV-22-0047Ministry of Education, Research, Development and Youth of the Slovak Republic APVV-23-0062Ministry of Education, Research, Development and Youth of the Slovak Republic VEGA 1/0313/25Ministry of Education, Research, Development and Youth of the Slovak Republic VEGA 1/0587/26National Project MŠVVaM-NP E0521-01-2025
6 · The paper itself

Abstract

This study explores regional differences in physical fitness among Slovak school children, focusing on predictors such as school infrastructure, socioeconomic factors, life expectancy, and body mass index (BMI). It aims to provide a comprehensive, gender-specific analysis of systemic and environmental determinants influencing physical fitness. Data from the Slovak Olympic and Sports Committee's National Physical Fitness Project during the 2023-24 academic year included 42 741 students aged 12-16 from all eight regions of Slovakia. Physical fitness was assessed using the EUROFIT test battery. Predictors included regional socioeconomic indicators (e.g. unemployment, education), health determinants (e.g. BMI, life expectancy), and school infrastructure. Factor analysis reduced multicollinearity, and regression models were stratified by gender across Grades 6-7 and 8-9. BMI emerged as the strongest negative predictor of physical fitness (-0.64 for younger boys, -0.41 for older boys). Life expectancy positively influenced fitness (up to 0.50 for older boys). Higher knowledge capital was associated with lower fitness, especially in younger students (-0.26 for boys and -0.15 for girls). Social vulnerability and gender equality had a pronounced negative impact on girls (-0.68), while insufficient school infrastructure reduced fitness in older boys (-0.44). The regression models explained 58%-71% of variance in physical fitness (R2 = 0.58-0.71). This study highlights the multifactorial nature of physical fitness disparities among school children, emphasizing the roles of BMI, socioeconomic factors, and school infrastructure. The findings underscore the need for targeted interventions addressing systemic inequalities to improve physical fitness and health equity in school-aged populations.

Indexed as

Physical FitnessSocial Determinants of HealthStudentsAdolescentBody Mass IndexChildFemaleHumansLife ExpectancyMaleSchoolsSlovakiaSocioeconomic Disparities in HealthSocioeconomic Factors

Identifiers

PMID41758579
PMCPMC13230499

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.