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The Associations between 24-Hour Movement Behaviours and Quality of Life in Preschoolers: A Compositional Analysis of Cross-Sectional Data from 2018–2021

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  • Meiyuan Chen

    (Physical Education & Sports Science Academic Group, National Institute of Education, Nanyang Technological University, Singapore 637616, Singapore
    College of Physical Education & Health, East China Normal University, Shanghai 200241, China)

  • Terence Chua

    (Physical Education & Sports Science Academic Group, National Institute of Education, Nanyang Technological University, Singapore 637616, Singapore)

  • Zhi Shen

    (Department of Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China)

  • Lee Yong Tay

    (Centre for Research in Pedagogy and Practice, National Institute of Education, Nanyang Technological University, Singapore 637616, Singapore)

  • Xiaozan Wang

    (College of Physical Education & Health, East China Normal University, Shanghai 200241, China)

  • Michael Chia

    (Physical Education & Sports Science Academic Group, National Institute of Education, Nanyang Technological University, Singapore 637616, Singapore)

Abstract

Studies show that the quality of life (QoL) of preschoolers is closely related to physical activity (PA), sedentary behaviour (SB), and sleep (SL). Yet many researchers looked at these 24-h movement behaviours as behaviours that are independent of one another when examining the association of QoL with these behaviours. The main purpose of the present study was to describe the temporal trends in PA, SB, and SL in preschoolers and the concomitant association with QoL of children. Annual cross-sectional data on QoL and 24-h movement behaviours of 8045 Singaporean preschoolers were collected from 2018 to 2021. Compositional analysis, linear regression, and isotemporal replacement approaches were used to examine changes in PA, SB, and SL from 2018–2021 and how these changes were associated with QoL. Temporal trends in movement behaviours showed that PA and SL decreased after 2020. During 2018–2021, the association of PA and QoL in preschoolers was characterised by a ‘U’ curve (β PA-2018 = 3.06, p < 0.001; β PA-2019 = 1.43, p < 0.05; β PA-2020 = −0.43, p > 0.05; β PA-2021 = 2.82, p < 0.001), while SL and QoL were characterised by an inverted ‘U’ curve (β SL-2018 = −2.39, p < 0.001; β SL-2019 = −0.27, p > 0.05; β SL-2020 = 2.00, p < 0.01; β SL-2021 = −0.21, p > 0.05). SB was significantly and negatively associated with QoL after 2020, with 2020 identified as the inflection point for the change in SB (β SB-2018 = 0.67, p > 0.05; β SB-2019 = −1.16, p > 0.05; β SB-2020 = −1.56, p < 0.01; β SB-2021 = −2.61, p < 0.01). Using a time re-allocation technique to treat the 2021 data, reallocating time from SB to PA or to SL predicted improvements in QoL of preschoolers (P all < 0.05). The study provided useful information on the temporal trends in PA, SB, SL, and QoL of preschoolers over four years. Additionally, these data provided insights into how changes in QoL are predicted by changes in duration in the 24-h movement behaviours.

Suggested Citation

  • Meiyuan Chen & Terence Chua & Zhi Shen & Lee Yong Tay & Xiaozan Wang & Michael Chia, 2022. "The Associations between 24-Hour Movement Behaviours and Quality of Life in Preschoolers: A Compositional Analysis of Cross-Sectional Data from 2018–2021," IJERPH, MDPI, vol. 19(22), pages 1-19, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:14969-:d:971810
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    References listed on IDEAS

    as
    1. Jean-Philippe Chaput & Valerie Carson & Casey E. Gray & Mark S. Tremblay, 2014. "Importance of All Movement Behaviors in a 24 Hour Period for Overall Health," IJERPH, MDPI, vol. 11(12), pages 1-7, December.
    2. Dorothea Dumuid & Željko Pedišić & Javier Palarea-Albaladejo & Josep Antoni Martín-Fernández & Karel Hron & Timothy Olds, 2020. "Compositional Data Analysis in Time-Use Epidemiology: What, Why, How," IJERPH, MDPI, vol. 17(7), pages 1-17, March.
    3. Mayara S. Bianchim & Melitta A. McNarry & Anne Holland & Narelle S. Cox & Julianna Dreger & Alan R. Barker & Craig A. Williams & Sarah Denford & Kelly A. Mackintosh, 2022. "A Compositional Analysis of Physical Activity, Sedentary Time, and Sleep and Associated Health Outcomes in Children and Adults with Cystic Fibrosis," IJERPH, MDPI, vol. 19(9), pages 1-15, April.
    4. Marieke De Craemer & Marga Decraene & Iris Willems & Feija Buysse & Ellen Van Driessche & Vera Verbestel, 2021. "Objective Measurement of 24-Hour Movement Behaviors in Preschool Children Using Wrist-Worn and Thigh-Worn Accelerometers," IJERPH, MDPI, vol. 18(18), pages 1-9, September.
    5. Kaja Kastelic & Nejc Šarabon & Michael D. Burnard & Željko Pedišić, 2022. "Validity and Reliability of the Daily Activity Behaviours Questionnaire (DABQ) for Assessment of Time Spent in Sleep, Sedentary Behaviour, and Physical Activity," IJERPH, MDPI, vol. 19(9), pages 1-11, April.
    6. Adıbelli, Derya & Sümen, Adem, 2020. "The effect of the coronavirus (COVID-19) pandemic on health-related quality of life in children," Children and Youth Services Review, Elsevier, vol. 119(C).
    7. Nikola Štefelová & Jan Dygrýn & Karel Hron & Aleš Gába & Lukáš Rubín & Javier Palarea-Albaladejo, 2018. "Robust Compositional Analysis of Physical Activity and Sedentary Behaviour Data," IJERPH, MDPI, vol. 15(10), pages 1-18, October.
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