Exercise & Training

Digital engagement and physical activity patterns across Chinese populations: a secondary analysis of national survey data.

TL;DR

Digital engagement positively associates with physical activity among Chinese populations, with each 10-point increase in digital engagement associated with 260 MET-minutes/week increase in physical activity, particularly benefiting middle-aged adults and rural residents.

Key Findings

Mean digital engagement was 48.3 out of 100, with marked urban-rural disparities.

  • Mean digital engagement score was 48.3 ± 22.1 on a composite index of 0-100
  • Urban residents scored 61.2 versus 32.5 for rural residents (p < 0.001)
  • The composite index covered digital access, skills, health information behavior, and service use
  • Data were drawn from 33,613 participants from CFPS 2020 and CHARLS 2020

Each 10-point increase in digital engagement was associated with a 260 MET-minutes/week increase in physical activity.

  • 95% CI: 220-300 MET-minutes/week per 10-point increase
  • Association was statistically significant (p < 0.001)
  • Physical activity was assessed using IPAQ standards (MET-minutes/week)
  • Association was examined using multilevel mixed-effects models

The association between digital engagement and physical activity followed an inverted U-shaped age pattern, with the strongest effect among adults aged 45-59 years.

  • The 45-59 age group showed the strongest association (β = 0.42)
  • The pattern was described as inverted U-shaped across age groups
  • Moderation analyses were conducted for age, urban-rural, and educational differences

Rural residents showed a stronger association between digital engagement and physical activity than urban residents, despite having lower overall digital engagement.

  • Rural areas showed a stronger effect (β = 0.34) than urban areas (β = 0.23)
  • The interaction between rurality and digital engagement was statistically significant (p-interaction = 0.008)
  • Rural residents had markedly lower mean digital engagement scores (32.5 vs. 61.2)

Health information searching and digital health service use were more strongly associated with physical activity than digital access alone.

  • Health information searching showed a stronger association (β = 0.38) with physical activity
  • Digital health service use also showed a stronger association (β = 0.35) with physical activity
  • Digital access alone showed a weaker association (β = 0.21)
  • These were components of the composite digital engagement index

What This Means

This research analyzed survey data from over 33,000 Chinese adults to explore whether greater use of digital technology is linked to higher levels of physical activity. The researchers created a composite 'digital engagement' score measuring things like internet access, digital skills, online health information searching, and use of digital health services. They found that higher digital engagement was consistently associated with more physical activity — specifically, a 10-point improvement in the digital engagement score corresponded to about 260 additional MET-minutes of activity per week, which is a meaningful increase in exercise levels. The study found that the relationship between digital engagement and physical activity was not the same for all groups. Middle-aged adults (45-59 years) benefited the most from digital engagement in terms of physical activity, while the effect was weaker for younger and older age groups. Interestingly, rural residents — who had much lower digital engagement overall — showed a stronger association between digital engagement and physical activity compared to urban residents, suggesting that even modest increases in digital access or health technology use may have a greater impact in rural communities. Additionally, actively using digital tools for health purposes (such as searching for health information or using digital health services) was more strongly linked to physical activity than simply having digital access. This research suggests that digital health interventions — particularly those targeting health information and services rather than just technology access — could be effective tools for promoting physical activity, especially among middle-aged adults and rural populations who may have the most to gain. The findings highlight both the potential of digital technology to encourage healthier behaviors and the importance of addressing urban-rural gaps in digital access in China.

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Citation

Zhou Y, Xu L. (2026). Digital engagement and physical activity patterns across Chinese populations: a secondary analysis of national survey data.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1726172