Evidence map›Paper›PMID 42572593›Full record

ArticleDigital health

Systemic barriers to the quality of online healthcare consultation: A qualitative study of provider-side factors and incentive misalignment.

Wei Zhang, Mengqiao Zhao, Jingjing Liu, Yanyan Chen, Longwen Wang, Yuxuan Chen, Richard Evans

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Wei ZhangSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China.ORCID https://orcid.org/0000-0003-0178-0750
Mengqiao ZhaoSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China.ORCID https://orcid.org/0009-0004-3553-8959
Jingjing LiuSchool of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China.
Yanyan ChenTongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Longwen WangSchool of International Studies, Sichuan University, Chengdu, China.ORCID https://orcid.org/0009-0000-8237-517X
Yuxuan ChenSchool of Public Health, Huazhong University of Science and Technology, Wuhan, China.
Richard EvansFaculty of Computer Science, Dalhousie University, Halifax, NS, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study examines healthcare professionals' perspectives to identify the organizational and systemic factors influencing Online Healthcare Consultation (OHC) service quality, clarify key challenges, and establish directions for future research. Methods: Between October 2021 and January 2022, a qualitative study was undertaken involving healthcare professionals i.e., doctors, nurses, and hospital administrators. Twenty-five semi-structured interviews were conducted, and the data were analyzed using thematic analysis. Results: A total of 155 initial codes were generated and subsequently grouped into 12 sub-categories under three themes: (1) healthcare professionals' perceptions of OHC, (2) factors influencing OHC service quality, and (3) solutions for improving OHC service quality. Conclusion: The findings demonstrate that OHC service quality is undermined by critical systemic misalignments, primarily a lack of provider motivation linked to inadequate incentive structures, an absence of regulatory oversight, and failures to support care co-production with patients possessing limited health literacy. Although healthcare professionals maintain a positive yet cautious view of OHC, recognizing its flexibility and brand effects whilst noting significant clinical risks, enhancing service quality demands a multi-stakeholder framework. This framework must align provider incentives, enhance platform functionality, and establish clear regulatory standards.

Indexed as

health services managementincentive misalignmentonline healthcare consultationprovider perspectiveservice qualitysystemic barriers

Identifiers

PMID42572593
PMCPMC13452944

What OpenQuestion holds

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Registered trials

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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.