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Association between 24-Hour Movement Behaviors and Smartphone Addiction among Adolescents in Foshan City, Southern China: Compositional Data Analysis

Author

Listed:
  • Zhiqiang Ren

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
    These authors contributed equally to this work.)

  • Jianyi Tan

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China
    These authors contributed equally to this work.)

  • Baoying Huang

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China)

  • Jinqun Cheng

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China)

  • Yanhong Huang

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China)

  • Peng Xu

    (Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510315, China)

  • Xuanbi Fang

    (Department of Medical Statistics, School of Basic Medicine and Public Health, Jinan University, Guangzhou 510632, China)

  • Hongjuan Li

    (School of Sport Science, Beijing Sport University, Beijing 100084, China)

  • Dongmei Zhang

    (Department of Public Health Management and Social Medicine, School of Public Health, Guangdong Pharmaceutical University, No. 283, Jianghai Road, Haizhu District, Guangzhou 510315, China)

  • Yanhui Gao

    (Department of Epidemiology and Health Statistics, School of Basic Medicine and Public Health, Jinan University, No. 601, Huangpu Avenue West, Tianhe District, Guangzhou 510632, China)

Abstract

Smartphone addiction has become a public health issue. To help reduce smartphone addiction, we assessed the combined effect of 24-Hour Movement Behaviors on smartphone addiction during Corona Virus Disease 2019 (COVID-19) home confinement in Foshan, China. Data were collected in a sample of 1323 senior middle school students ((mean age ± standard deviation): 16.4 ± 0.9 years; 43.46% males) during the COVID-19 lockdown. Their 24-Hour movement behaviors were assessed by a self-reported questionnaire, The Smartphone Addiction Scale-Short Version (SAS-SV). The compositional multiple linear regression model and compositional isotemporal substitution model were used to examine the association between the time budget composition of the day and smartphone addiction. Smartphone addiction occurred in 671 (50.72%) of the 1323 students. Compared with smartphone-addicted adolescents, non-smartphone-addicted adolescents had more moderate-to-vigorous physical activity (MVPA) and sleep duration (SLP), and less sedentary behavior (SB). The distribution of time spent in 24-Hour movement behaviors was significantly associated with smartphone addiction. The negative effect was found for the proportion of time spent in MVPA or SLP ( ilr 1-MVPA = −0.453, p < 0.001. ilr 1-SLP = −3.641, p < 0.001, respectively) relative to the other three behaviors. Conversely, SB was positively associated with the score of smartphone addiction ( ilr 1-SB = 2.641, p < 0.001). Reallocating one behavior to remaining behaviors was associated with smartphone addiction. Noticeably, the effects of one behavior replacing another behavior and of one behavior being displaced by another behavior were asymmetric. The 24-Hour movement behaviors of adolescents are closely related to smartphone addiction, and future intervention studies should focus on the compositional attribute of 24-Hour movement behaviors.

Suggested Citation

  • Zhiqiang Ren & Jianyi Tan & Baoying Huang & Jinqun Cheng & Yanhong Huang & Peng Xu & Xuanbi Fang & Hongjuan Li & Dongmei Zhang & Yanhui Gao, 2022. "Association between 24-Hour Movement Behaviors and Smartphone Addiction among Adolescents in Foshan City, Southern China: Compositional Data Analysis," IJERPH, MDPI, vol. 19(16), pages 1-13, August.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:16:p:9942-:d:886264
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    References listed on IDEAS

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    1. Guan Yang & Guang-xin Tan & Yue-xiang Li & Hai-ying Liu & Song-tao Wang, 2019. "Physical Exercise Decreases the Mobile Phone Dependence of University Students in China: The Mediating Role of Self-Control," IJERPH, MDPI, vol. 16(21), pages 1-11, October.
    2. Patricia Polero & Carmen Rebollo-Seco & José C. Adsuar & Jorge Pérez-Gómez & Jorge Rojo-Ramos & Fernando Manzano-Redondo & Miguel Ángel Garcia-Gordillo & Jorge Carlos-Vivas, 2020. "Physical Activity Recommendations during COVID-19: Narrative Review," IJERPH, MDPI, vol. 18(1), pages 1-24, December.
    3. 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.
    4. Fei Qin & Yiqing Song & George P Nassis & Lina Zhao & Yanan Dong & Cuicui Zhao & Yiwei Feng & Jiexiu Zhao, 2020. "Physical Activity, Screen Time, and Emotional Well-Being during the 2019 Novel Coronavirus Outbreak in China," IJERPH, MDPI, vol. 17(14), pages 1-16, July.
    5. Shijie Liu & Tao Xiao & Lin Yang & Paul D. Loprinzi, 2019. "Exercise as an Alternative Approach for Treating Smartphone Addiction: A Systematic Review and Meta-Analysis of Random Controlled Trials," IJERPH, MDPI, vol. 16(20), pages 1-16, October.
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    1. Youlai Zeng & Jiahui Zhang & Jiaxin Wei & Shunyu Li, 2022. "The Impact of Undergraduates’ Social Isolation on Smartphone Addiction: The Roles of Academic Anxiety and Social Media Use," IJERPH, MDPI, vol. 19(23), pages 1-16, November.

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