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. 2025 May 26:11:20552076251346239.
doi: 10.1177/20552076251346239. eCollection 2025 Jan-Dec.

The mediation effect of social participation in the relationship between Internet use and health behaviors among middle-aged and older individuals

Xinmei Yang  1 , Yang Chen  2 , Tuo Qiu  1 , Xingyue Zhu  3
Affiliations

The mediation effect of social participation in the relationship between Internet use and health behaviors among middle-aged and older individuals

Xinmei Yang et al. Digit Health. .

Abstract

Objectives: The increasing popularity and influence of the Internet in modern society have greatly impacted individuals' lives. This population-based study elucidated the dynamic linkage between Internet use (IU) and health behaviors (HBs), particularly emphasizing the intermediary function of social participation (SP) in middle-aged and older adults (MOA) in China.

Methods: Data were obtained from the China Health and Retirement Longitudinal Study in 2020. This study employed binary logistic regression to investigate the influence of IU on the HBs of MOA in China. Additionally, binary logistic and multiple linear regressions were used to test whether SP regulates the relationship between IU and HBs (i.e. nonsmoking, non-drinking, physical activity, and physical examination). Furthermore, the Karlson-Holm-Breen method was employed to assess the mediating role of SP.

Results: IU had a positive effect on nonsmoking (OR: 1.113, p < 0.05), physical activity (OR: 1.775, p < 0.001), and physical examination (OR: 1.226, p < 0.001). However, this study revealed that IU had a significant negative effect on non-drinking (OR: 0.775, p < 0.001). Moreover, the mediating effect analysis demonstrated that SP played a mediating role in the relationship between IU and the HBs.

Conclusion: Active engagement in social activities is an effective method for enhancing the positive impact of IU on the adoption of physical activity and physical examinations. In order to meet individuals' needs, it is essential to design and promote Internet health services and social activities tailored to their age group and cultural background. Furthermore, greater efforts should be employed to implement public policy initiatives aimed at providing care for MOA.

Keywords: Internet use; health behaviors; mediation effect; middle-aged and older adults; social participation.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1.
Figure 1.
Logic framework diagram.
Figure 2.
Figure 2.
Flowchart of participants inclusion.
See this image and copyright information in PMC

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