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Static and Dynamic Impacts of Internet Use on Self-Rated Health among Adults in China: A Hybrid Model Analysis Based on National Panel Survey Data

Author

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  • Mo Zhou

    (Department of Health Care Economics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo 113-8549, Japan)

  • Isao Igarashi

    (Department of Health Care Economics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo 113-8549, Japan)

  • Koichi Kawabuchi

    (Department of Health Care Economics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo 113-8549, Japan)

Abstract

The widespread use of the Internet has a substantial impact on people’s livelihoods, including health-related factors. Whether this impact is beneficial or harmful to people’s health remains unclear. Some cross-sectional studies found static differences in the health status between Internet users and nonusers, whereas panel data studies found dynamic changes in an individuals’ health over time, making the issue, including its causality, controversial. Therefore, we aimed to clarify the association between the use of the Internet and people’s health from both static and dynamic aspects. Data were obtained for 46,460 adults from the China Family Panel Studies in 2014, 2016, and 2018. The analysis applied a logistic regression hybrid model with self-rated health as the dependent variable and Internet use as the main independent variable. In the hybrid model, time-varying independent variables were decomposed into between-individual (static) differences and within-individual (dynamic) changes over time. The results indicated that the between-individual coefficient of Internet use was significantly positive, but the within-individual coefficient was not, i.e., Internet users felt healthier than nonusers from the static aspect but starting to use the Internet did not increase the self-rated health from the dynamic aspect. These findings suggest that attention is needed in order to not confuse the static differences with dynamic change regarding the causality between Internet use and self-rated health.

Suggested Citation

  • Mo Zhou & Isao Igarashi & Koichi Kawabuchi, 2023. "Static and Dynamic Impacts of Internet Use on Self-Rated Health among Adults in China: A Hybrid Model Analysis Based on National Panel Survey Data," IJERPH, MDPI, vol. 20(2), pages 1-13, January.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:2:p:1003-:d:1026499
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    References listed on IDEAS

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    1. Rong Fu & Haruko Noguchi, 2018. "Does the positive relationship between health and marriage reflect protection or selection? Evidence from middle-aged and elderly Japanese," Review of Economics of the Household, Springer, vol. 16(4), pages 1003-1016, December.
    2. Michael Baker & Mark Stabile & Catherine Deri, 2004. "What Do Self-Reported, Objective, Measures of Health Measure?," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
    3. Liqing Li & Haifeng Ding, 2022. "The Relationship between Internet Use and Population Health: A Cross-Sectional Survey in China," IJERPH, MDPI, vol. 19(3), pages 1-17, January.
    4. Akinori Nakata, 2012. "Investigating the associations between work hours, sleep status, and self-reported health among full-time employees," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 57(2), pages 403-411, April.
    5. Doreen Wing Han Au & Thomas F. Crossley & Martin Schellhorn, 2005. "The effect of health changes and long‐term health on the work activity of older Canadians," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 999-1018, October.
    6. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    7. Yen, Steven T. & Shaw, W. Douglass & Yuan, Yan, 2010. "Cigarette smoking and self-reported health in China," China Economic Review, Elsevier, vol. 21(4), pages 532-543, December.
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