Evidence map›Paper›PMID 41839000›Full record

ArticleJMIR human factors2026

Factors Influencing Patient Satisfaction Within the Multistage Online Consultation Process in Internet Hospitals in Beijing: Empirical Analysis.

Yi Wang, Yujia Han, Mengyu Duan, Yani Wang

Abstract read
In one paragraph

Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Yi Wang *School of Public Health, Capital Medical University, Beijing, China.ORCID 0009-0004-0238-9598
Yujia Han *Yanjing Medical College, Capital Medical University, Beijing, China.ORCID 0009-0001-9801-3971
Mengyu Duan *Graduate School, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.ORCID 0009-0004-9953-9897
Yani WangMedical Technology College, Capital Medical University, Beijing, China.ORCID 0009-0009-3840-3415

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInternet hospitals are playing a significant role in medical care with their potential to provide widely accessible outpatient service delivery via information technologies. Current research on patients' satisfaction with internet hospitals mainly focus on physician-patient relationship and patient demand, and less is considered about the whole process of online consultation.

objectiveThis study aims to identity the factors influencing patient satisfaction considering the entire process of online consultation to help physicians deliver better online medical services and to help physical hospitals operate internet hospitals more effectively.

methodsBased on the service quality (SERVQUAL) theoretical model, questionnaire items were designed for the 5 dimensions of reliability, assurance, responsiveness, empathy, and tangibility. The research samples for data collection were 355 patients on the internet hospital platform operated by a tertiary general hospital in Beijing. Confirmatory factor analysis was performed for dimensions of the measurement model, and path analysis was performed for the structural model.

resultsThe current consultation process of internet hospitals, as perceived by patients, did not yet meet their expectations, and the overall satisfaction rate of patients was only 7.15. The 5 dimensions of reliability, responsiveness, empathy, tangibility, and assurance had different positive predictive effects on patient satisfaction in internet hospitals to a certain extent. Among them, tangibility exerted the greatest impact on patient satisfaction in internet hospitals (β=0.25) but obtained the lowest score among the sampled participants (mean=6.78).

conclusionsInternet hospitals and physicians should focus on the factors of the above dimensions, especially the tangibility of medical services in the multistage online consultation, thus better serving patients and promoting the sustainable development of internet health care.

Indexed as

HospitalsInternetPatient SatisfactionReferral and ConsultationAdultAgedBeijingEmpirical ResearchFemaleHumansMaleMiddle AgedPhysician-Patient RelationsSurveys and Questionnairesinternet hospitalmultistage of online consultation processpatient satisfactionservice qualitySERVQUAL modelstructural equation modeling

Identifiers

PMID41839000
PMCPMC13036401

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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.