ArticleFrontiers in public health2025
Can internet usage reduce health inequality among rural residents? Evidence from China.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed.
- Digital Divide or Compensatory Dividend? The Longitudinal Impact of Smart Health Monitoring on Intrinsic Capacity Trajectories.Healthcare (Basel, Switzerland) · 2026Article
- Does digital infrastructure improve individuals' body weight? A quasi-natural experiment based on "Broadband China" policy.Frontiers in public health · 2026Article
- How low-income adults in China perceive health and health management mobile applications.Digital healthArticle
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The widespread adoption of the internet has made its role in reducing health inequalities within the digital health domain increasingly clear. Using data from six waves of the China Family Panel Studies (CFPS) spanning 2012-2022, this study employs a two-way fixed effects model to systematically examine the impact of internet usage on health inequalities among Chinese farmers. The findings reveal three key insights: (1) the empirical results indicate that internet usage contributes to both improved health outcomes and greater health equity among farmers. Specifically, internet usage not only enhances farmers' overall health status but also reduces health disparities. (2) Mechanism analysis demonstrates that the health-equity effect of internet usage operates through two primary pathways: narrowing health gaps by improving access to healthcare services and reducing health inequalities by increasing the affordability of these services. (3) Heterogeneity analysis reveals significant group-specific variations in the effect of internet usage on health inequality. Notably, the mitigating effect is more pronounced among young adults, those with moderate educational levels, and those with low healthcare expenditures, while its influence is relatively limited in other farmer groups. This study provides robust evidence that internet usage can reduce health inequalities among farmers and offers important insights for developing targeted policies to reduce health disparities.
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