Evidence map›Paper›PMID 40568632›Full record

ArticleHealth care science2025

Telemedicine in Action: Improving Perceived Healthcare Accessibility in Rural China.

Zhongmou Huang, Xizi Wan, Shaojie Zhou, Miao Yu

Abstract read
In one paragraph

Article in Health care science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
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  3. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Zhongmou HuangSchool of Public Policy and Management Tsinghua University Beijing China.ORCID https://orcid.org/0009-0003-1962-5334
Xizi WanShenzhen International Graduate School Tsinghua University Beijing China.
Shaojie ZhouSchool of Public Policy and Management Tsinghua University Beijing China.
Miao YuSchool of Healthcare Management Tsinghua University Beijing China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The scarcity of healthcare resources and inadequate access to medical services in rural and remote areas are pervasive challenges many countries face, particularly in the developing world. Telemedicine, with its capacity to overcome geographical barriers and provide patients with real-time medical services, has shown considerable potential in addressing these issues, attracting widespread attention. Compact medical communities and family doctor systems play important roles in improving healthcare accessibility. However, despite the critical nature of patients' perceptions of healthcare accessibility, research in this domain is sparse. This study aimed to explore the impact of telemedicine on rural residents' perceived healthcare accessibility in China, analyze the mechanisms underpinning this relationship, and elucidate the roles of compact medical communities and the family doctor system. Methods: Survey data from 3311 rural residents were analyzed using a probit model, instrumental variables, and subgroup regression analyses to ascertain causal effects, perform heterogeneity analysis, examine mechanisms, and ascertain the robustness of the findings. Results: Telemedicine significantly enhanced rural residents' perceived healthcare accessibility, with particularly notable benefits for those in sparsely populated areas, regions with high-speed internet access, within the purview of compact healthcare consortiums, and those with access to family doctor services. Furthermore, telemedicine improved rural residents' perceived healthcare accessibility by encouraging the use of primary care services. Conclusion: Telemedicine in China has played a significant role in improving the perceived healthcare accessibility among rural residents and aiding in the reduction of disparities in accessibility across different demographic groups. This is consistent with the broader objective of achieving universal health coverage. However, the efficacy of telemedicine in enhancing healthcare accessibility is contingent upon certain preconditions. Policymakers must confront local infrastructure challenges, particularly regarding internet connectivity, when expanding telemedicine services to ensure their effective operation. The synergistic interaction observed between telemedicine, the family doctor system, and compact medical communities highlights the importance of integrating telemedicine into existing healthcare systems. Such integration could enhance collaboration with current healthcare frameworks, ensuring the provision of safe, accessible, and affordable healthcare services, and promoting the health and well-being of local populations.

Indexed as

compact medical communitydeveloping countriesfamily doctor systemhealthcare accessibilityhealth equityprimary carerural healthtelemedicine

Identifiers

PMID40568632
PMCPMC12185372

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.