Exercise & Training

Internet-use frequency, leisure-time exercise, and offline social interaction among older adults in China: rural-non-rural differences.

TL;DR

Among 2,284 Chinese adults aged 60+, higher Internet-use frequency showed small positive associations with leisure-time exercise and offline social interaction overall, but the exercise association was positive among non-rural respondents and near zero among rural respondents, while the rural-non-rural difference for offline social interaction was not statistically significant.

Key Findings

Internet-use frequency was weakly positively associated with leisure-time exercise among older adults in China after adjustment.

  • Adjusted overall association: B = 0.066; standardized β = 0.062, described as small.
  • Sample: 2,284 adults aged 60 or older from the in-person 2023 Chinese General Social Survey.
  • Weighted regression models adjusted for sociodemographic and health covariates and province, with standard errors clustered by county/district code.

Internet-use frequency was weakly positively associated with offline social interaction with friends and neighbors overall.

  • Adjusted overall association: B = 0.115; standardized β = 0.094, described as small.
  • Cross-sectional design with frequency-based measures of Internet use.

Rural residence significantly moderated the association between Internet-use frequency and exercise, with a negative interaction.

  • Internet-use frequency × rural-residence interaction for exercise: B = -0.170, 95% CI (-0.256, -0.084), p < 0.001.
  • Conditional association was positive among non-rural respondents (B = 0.168).
  • Conditional association was near zero among rural respondents (B = -0.002).

The rural-non-rural interaction for offline social interaction was not statistically significant.

  • Interaction B = -0.050, p = 0.488.

Associations between Internet-use frequency and specific measured offline activities varied by activity type and by residence.

  • The abstract reports that associations varied by activity and residence, without giving activity-specific estimates.

The negative exercise interaction was retained in a weighted ordinal-logit sensitivity analysis, though with weaker evidence than in the linear model.

  • Sensitivity analysis used a weighted ordinal-logit model.
  • The negative Internet-use × rural interaction for exercise persisted but with weaker statistical evidence.

The cross-sectional, frequency-based design cannot establish causal pathways or explain the contextual rural-non-rural difference.

  • Authors state the measures do not establish causality or explain why rural and non-rural associations differ.

What This Means

This study used 2023 national survey data from 2,284 Chinese adults aged 60 and older to ask whether people who use the Internet more often also exercise more in their leisure time and spend more time with friends and neighbors in person. Overall, more frequent Internet use was linked to slightly more exercise and slightly more offline social interaction, but the links were small. The pattern for exercise differed by where people lived. Among older adults in non-rural areas, more frequent Internet use was associated with more exercise. Among rural older adults, there was essentially no association. For in-person social interaction, the difference between rural and non-rural residents was not statistically clear. Links with individual offline activities also varied by activity and by residence. This research suggests that the connection between Internet use and an active later life may depend on local context, and that digital inclusion efforts may not have the same links to activity in all places. Because the data were collected at a single point in time and measured how often people used the Internet rather than how they used it, the study cannot show that Internet use causes more exercise or socializing, nor explain why rural and non-rural areas differ.

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Citation

Xu Z, Lee D, Yan C. (2026). Internet-use frequency, leisure-time exercise, and offline social interaction among older adults in China: rural-non-rural differences.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1978975