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Raudeniece J, Vanags E, Justamente I, Skara D, Fredriksen PM, Brownlee I, Reihmane D. Relations between the levels of moderate to vigorous physical activity, BMI, dietary habits, cognitive functions and attention problems in 8 to 9 years old pupils: network analysis (PACH Study). BMC Public Health 2024; 24:544. [PMID: 38383413 PMCID: PMC10882845 DOI: 10.1186/s12889-024-18055-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 02/09/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Physical activity (PA) and dietary habits (DH) play a crucial role on quality of life and health outcomes from various aspects. METHODS This study aims to investigate the relations between recommended daily levels of moderate to vigorous physical activity (MVPA) in 8 to 9 year old pupils, and their body mass index (BMI), DH, cognitive functions and attention problem scores by network analysis. Study participants were split into two groups based on their MVPA levels on weekdays. RESULTS Our findings suggest that children who reach recommended MVPA levels consume more vegetables and fruits, eat breakfast more frequently, have better motor speed and lower impulsivity score. CONCLUSIONS The number of interlinkages between various parameters in network structure for children who do not reach recommended MVPA levels is greater and more intense, highlighting the differences between the groups and suggesting that different interventions and approaches to improve/change lifestyle habits might be used.
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Affiliation(s)
- Jelena Raudeniece
- Department of Human and Animal Physiology, Faculty of Biology, University of Latvia, Jelgavas Street 1, Riga, LV-1004, Latvia
- Department of Human Physiology and Biochemistry, Riga Stradiņš University, Dzirciema Street 16, Riga, LV-1007, Latvia
| | - Edmunds Vanags
- Department of Psychology, Faculty of Education, Psychology and Art, University of Latvia, Jelgavas Street 1, Riga, LV-1004, Latvia
| | - Ilze Justamente
- Department of Human and Animal Physiology, Faculty of Biology, University of Latvia, Jelgavas Street 1, Riga, LV-1004, Latvia
- Department of Human Physiology and Biochemistry, Riga Stradiņš University, Dzirciema Street 16, Riga, LV-1007, Latvia
| | - Dana Skara
- Department of Psychology, Faculty of Education, Psychology and Art, University of Latvia, Jelgavas Street 1, Riga, LV-1004, Latvia
| | - Per Morten Fredriksen
- Department of Biotechology, Faculty of Applied Ecology, Agricultural Sciences and Biotechnology, Inland Norway University of Applied Sciences, 2318, Hamar, Norway
| | - Iain Brownlee
- Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK
| | - Dace Reihmane
- Department of Human and Animal Physiology, Faculty of Biology, University of Latvia, Jelgavas Street 1, Riga, LV-1004, Latvia.
- Department of Human Physiology and Biochemistry, Riga Stradiņš University, Dzirciema Street 16, Riga, LV-1007, Latvia.
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