The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore

Background: Physical activity (PA), sedentary behavior (SB), and sleep are collectively referred to as 24-h movement behaviors, which may be linked to cognitive development in children. However, most of the evidence was based on cross-sectional studies and/or solely relied on parent-reported informa...

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Main Authors: Padmapriya, Natarajan, Bernard, Jonathan Y., Tan, Sarah Yi Xuan, Chu, Anne H. Y., Goh, Claire Marie Jie Lin, Tan, Shuen Lin, Shek, Lynette P., Chong, Yap Seng, Tan, Kok Hian, Chan, Shiao-Yng, Yap, Fabian, Godfrey, Keith M., Lee, Yung Seng, Meaney, Michael J., Eriksson, Johan G., Tan, Chuen Seng, Law, Evelyn C., Müller-Riemenschneider, Falk
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/181765
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-181765
record_format dspace
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Medicine, Health and Life Sciences
Physical activity
Sedentary behavior
spellingShingle Medicine, Health and Life Sciences
Physical activity
Sedentary behavior
Padmapriya, Natarajan
Bernard, Jonathan Y.
Tan, Sarah Yi Xuan
Chu, Anne H. Y.
Goh, Claire Marie Jie Lin
Tan, Shuen Lin
Shek, Lynette P.
Chong, Yap Seng
Tan, Kok Hian
Chan, Shiao-Yng
Yap, Fabian
Godfrey, Keith M.
Lee, Yung Seng
Meaney, Michael J.
Eriksson, Johan G.
Tan, Chuen Seng
Law, Evelyn C.
Müller-Riemenschneider, Falk
The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
description Background: Physical activity (PA), sedentary behavior (SB), and sleep are collectively referred to as 24-h movement behaviors, which may be linked to cognitive development in children. However, most of the evidence was based on cross-sectional studies and/or solely relied on parent-reported information on children’s behaviors, and it remains uncertain whether all domains/contexts of PA and SB are similarly associated with executive function and academic achievement. Objective: We investigated the prospective associations of accelerometer-measured 24 h-movement behaviors and domain-specific PA and SB with executive function and academic achievement among school-aged children in Singapore. Methods: The Growing Up in Singapore Toward healthy Outcomes (GUSTO) cohort used a wrist-worn accelerometer (Actigraph-GT3x+) to measure 24 h-movement behaviors data at ages 5.5 and 8 years. Executive function and academic achievement were assessed using NEuroPSYchology (NEPSY) and Wechsler Individual Achievement Tests at ages 8.5 and 9-years, respectively. Compositional data analyses were conducted to explore the associations of 24 h-movement behavior with outcomes, and multiple linear regression models to examine the associations of domain-specific PA and SB with outcomes (n = 432). Results: Among 432 children whose parents agreed to cognitive assessments (47% girls and 58% Chinese), the composition of 24 h-movement behaviors at ages 5.5 and 8 years was not associated with executive function and academic achievement. However, higher moderate-to-vigorous PA (MVPA) relative to remaining movement behaviors at age 5.5 years was associated with lower academic achievement [Mean difference (95% confidence interval): −0.367 (−0.726, −0.009) z-score], and reallocating MVPA time to sleep showed higher academic achievement scores [30 min from MVPA to sleep: 0.214 (0.023, 0.404) z-score]. Certain domains of PA and SB, notably organized PA/sports, outdoor play, and reading books were favorably associated with outcomes of interest, while indoor play and screen-viewing were unfavorably associated. Conclusion: The associations between movement behaviors and cognitive outcomes are multifaceted, influenced by specific domains of PA and SB. This study underscores the importance of participation in organized PA/sports, outdoor active play, and reading books, while ensuring adequate sleep and limiting screen viewing, to enhance cognitive outcomes. These findings underscore the need for further research into time-use trade-offs. Such studies could have major implications for revising current guidelines or strategies aimed at promoting healthier 24 h-movement behaviors in children. Study registration: https://clinicaltrials.gov/, NCT01174875.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Padmapriya, Natarajan
Bernard, Jonathan Y.
Tan, Sarah Yi Xuan
Chu, Anne H. Y.
Goh, Claire Marie Jie Lin
Tan, Shuen Lin
Shek, Lynette P.
Chong, Yap Seng
Tan, Kok Hian
Chan, Shiao-Yng
Yap, Fabian
Godfrey, Keith M.
Lee, Yung Seng
Meaney, Michael J.
Eriksson, Johan G.
Tan, Chuen Seng
Law, Evelyn C.
Müller-Riemenschneider, Falk
format Article
author Padmapriya, Natarajan
Bernard, Jonathan Y.
Tan, Sarah Yi Xuan
Chu, Anne H. Y.
Goh, Claire Marie Jie Lin
Tan, Shuen Lin
Shek, Lynette P.
Chong, Yap Seng
Tan, Kok Hian
Chan, Shiao-Yng
Yap, Fabian
Godfrey, Keith M.
Lee, Yung Seng
Meaney, Michael J.
Eriksson, Johan G.
Tan, Chuen Seng
Law, Evelyn C.
Müller-Riemenschneider, Falk
author_sort Padmapriya, Natarajan
title The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
title_short The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
title_full The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
title_fullStr The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
title_full_unstemmed The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore
title_sort prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in singapore
publishDate 2024
url https://hdl.handle.net/10356/181765
_version_ 1820027779333226496
spelling sg-ntu-dr.10356-1817652024-12-22T15:39:47Z The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore Padmapriya, Natarajan Bernard, Jonathan Y. Tan, Sarah Yi Xuan Chu, Anne H. Y. Goh, Claire Marie Jie Lin Tan, Shuen Lin Shek, Lynette P. Chong, Yap Seng Tan, Kok Hian Chan, Shiao-Yng Yap, Fabian Godfrey, Keith M. Lee, Yung Seng Meaney, Michael J. Eriksson, Johan G. Tan, Chuen Seng Law, Evelyn C. Müller-Riemenschneider, Falk Lee Kong Chian School of Medicine (LKCMedicine) KK Women’s and Children’s Hospital Duke-NUS Medical School Medicine, Health and Life Sciences Physical activity Sedentary behavior Background: Physical activity (PA), sedentary behavior (SB), and sleep are collectively referred to as 24-h movement behaviors, which may be linked to cognitive development in children. However, most of the evidence was based on cross-sectional studies and/or solely relied on parent-reported information on children’s behaviors, and it remains uncertain whether all domains/contexts of PA and SB are similarly associated with executive function and academic achievement. Objective: We investigated the prospective associations of accelerometer-measured 24 h-movement behaviors and domain-specific PA and SB with executive function and academic achievement among school-aged children in Singapore. Methods: The Growing Up in Singapore Toward healthy Outcomes (GUSTO) cohort used a wrist-worn accelerometer (Actigraph-GT3x+) to measure 24 h-movement behaviors data at ages 5.5 and 8 years. Executive function and academic achievement were assessed using NEuroPSYchology (NEPSY) and Wechsler Individual Achievement Tests at ages 8.5 and 9-years, respectively. Compositional data analyses were conducted to explore the associations of 24 h-movement behavior with outcomes, and multiple linear regression models to examine the associations of domain-specific PA and SB with outcomes (n = 432). Results: Among 432 children whose parents agreed to cognitive assessments (47% girls and 58% Chinese), the composition of 24 h-movement behaviors at ages 5.5 and 8 years was not associated with executive function and academic achievement. However, higher moderate-to-vigorous PA (MVPA) relative to remaining movement behaviors at age 5.5 years was associated with lower academic achievement [Mean difference (95% confidence interval): −0.367 (−0.726, −0.009) z-score], and reallocating MVPA time to sleep showed higher academic achievement scores [30 min from MVPA to sleep: 0.214 (0.023, 0.404) z-score]. Certain domains of PA and SB, notably organized PA/sports, outdoor play, and reading books were favorably associated with outcomes of interest, while indoor play and screen-viewing were unfavorably associated. Conclusion: The associations between movement behaviors and cognitive outcomes are multifaceted, influenced by specific domains of PA and SB. This study underscores the importance of participation in organized PA/sports, outdoor active play, and reading books, while ensuring adequate sleep and limiting screen viewing, to enhance cognitive outcomes. These findings underscore the need for further research into time-use trade-offs. Such studies could have major implications for revising current guidelines or strategies aimed at promoting healthier 24 h-movement behaviors in children. Study registration: https://clinicaltrials.gov/, NCT01174875. Agency for Science, Technology and Research (A*STAR) National Research Foundation (NRF) Published version The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research is supported by the Singapore National Research Foundation under its Translational and Clinical Research (TCR) Flagship Program and administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC), Singapore-NMRC/TCR/004-NUS/2008; NMRC/TCR/012-NUHS/2014. Additional funding is provided by the Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore. KMG is supported by the United Kingdom Medical Research Council (MC_ UU_12011/4), the National Institute for Health Research [NIHR Senior Investigator (NF-SI-0515-10042) and NIHR Southampton Biomedical Research Center (NIHR203319)], the British Heart Foundation (RG/15/17/3174) and by the European Union’s Erasmus+ Capacity-Building ENeASEA Project ImpENSA (598488-EPP-1-2018- 1-DE-EPPKA2-CBHE-JP). This study was further supported by a grant from the French Agence Nationale de la Recherche (ANR-20-CE36-0001). 2024-12-17T01:58:40Z 2024-12-17T01:58:40Z 2024 Journal Article Padmapriya, N., Bernard, J. Y., Tan, S. Y. X., Chu, A. H. Y., Goh, C. M. J. L., Tan, S. L., Shek, L. P., Chong, Y. S., Tan, K. H., Chan, S., Yap, F., Godfrey, K. M., Lee, Y. S., Meaney, M. J., Eriksson, J. G., Tan, C. S., Law, E. C. & Müller-Riemenschneider, F. (2024). The prospective associations of 24-hour movement behaviors and domain-specific activities with executive function and academic achievement among school-aged children in Singapore. Frontiers in Public Health, 12, 1412634-. https://dx.doi.org/10.3389/fpubh.2024.1412634 2296-2565 https://hdl.handle.net/10356/181765 10.3389/fpubh.2024.1412634 39296832 2-s2.0-85204417284 12 1412634 en NMRC/TCR/004-NUS/2008 NMRC/TCR/012-NUHS/2014 Frontiers in Public Health © 2024 Padmapriya, Bernard, Tan, Chu, Goh, Tan, Shek, Chong, Tan, Chan, Yap, Godfrey, Lee, Meaney, Eriksson, Tan, Law and Müller-Riemenschneider. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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. 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