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How Do Health, Biological, Behavioral, and Cognitive Variables Interact over Time in Children of Both Sexes? A
Elenice de Sousa Pereira1, Mabliny Thuany2, Paulo Felipe Ribeiro Bandeira3,4
1Department of Physical Education, Federal University of Viçosa, Viçosa 36570-900, MG, Brazil.
Insights
This study reveals significant gender differences in children
Area of Science:
- Child Development
- Pediatric Health
- Behavioral Science
Background:
- Understanding developmental trajectories of health, behavior, and cognition in children is crucial.
- Previous research often examines these factors statically, overlooking dynamic interrelationships.
- Gender-specific developmental patterns require further investigation.
Purpose of the Study:
- To examine gender differences in health, physical activity, fitness, motor competence, and executive function in children over time.
- To analyze the dynamic and non-linear associations between these variables during development.
- To compare developmental patterns across two distinct age cohorts.
Main Methods:
- Longitudinal study following 67 children (ages 6-10) over two years.
- Data collection on health, physical activity, motor competence (real and perceived), physical fitness, and executive function.
- Statistical analysis using comparison tests and network analysis to explore variable interconnections.
Main Results:
- Significant gender differences were observed in both cohorts.
- Network analysis revealed distinct topologies and varying connectivity patterns over time.
- Cohort 1 showed increased interactions at age eight, while Cohort 2 exhibited greater connectivity between health, fitness, motor competence, and physical activity at age nine.
Conclusions:
- Childhood development involves complex, non-linear dynamic relationships between health, biological, behavioral, and cognitive factors.
- Gender plays a significant role in these developmental trajectories.
- Longitudinal network analysis provides insights into evolving interdependencies of key developmental variables.
Abstract:
The present study examined gender differences in health, physical activity, physical fitness, real and perceived motor competence, and executive function indicators in three time points, and analyzed the dynamic and non-linear association between health, biological, behavioral, and cognitive variables in children followed over time. A total of 67 children (aged between six and 10 years) were followed during two years and split into two cohorts (six to eight years old: C1; eight to 10 years old: C2). Data regarding health, physical activity, real and perceived motor competence, physical fitness, and executive function indicators were obtained according to their respective protocols. Comparison tests and network analysis were estimated. Significant gender differences were found in both cohorts. The emerged networks indicated different topologies in both cohorts. No clusters were observed between the variables in C1, and there was a greater number of interactions at eight years of age. Sparse networks were observed in children aged eight and 10 years in C2, and greater connectivity was observed at nine years of age between health, physical fitness, motor competence, and physical activity indicators. This study showed that there are non-linear dynamic relationships between health, biological, behavioral, and cognitive variables over time during child development.
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