Evidence map›Paper›PMID 41278375›Full record

ArticleDigital health

Trust transfer in digital healthcare: The role of self-service systems in reducing patient treatment barriers.

Luxin Zhang, Wan Mohd Hirwani Wan Hussain, Sawal Hamid Md Ali

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

3 authors.

Luxin ZhangGraduate School of Business, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.ORCID https://orcid.org/0009-0009-9932-7698
Wan Mohd Hirwani Wan HussainGraduate School of Business, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.ORCID https://orcid.org/0000-0002-5048-6251
Sawal Hamid Md AliDepartment of Electrical, Electronics and System Engineering, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.ORCID https://orcid.org/0000-0002-4819-863X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study investigates how technical features of hospital self-service systems influence patients' organizational trust and treatment adherence through trust transfer mechanisms in the Chinese digitally integrated healthcare context. Methods: A cross-sectional survey was conducted with 310 patients in China who had used hospital self-service systems in the past three months. Structural equation modeling using SmartPLS 4.0 assessed the effects of Technical Convenience and Technical Safety and Information Quality on Perceived Systems Reliability, Global Trust in Healthcare Providers, and barriers to treatment adherence. Results: Both Technical Convenience and Technical Safety and Information Quality significantly enhanced Perceived Systems Reliability, which subsequently increased Global Trust in Healthcare Providers. Technical Convenience had a stronger direct effect on organizational trust, while Technical Safety and Information Quality exerted more influence through Perceived Systems Reliability. Global Trust significantly reduced both Uncertainty and Doubts about Therapy and Practical Barriers to treatment. Moreover, Digital Distrust negatively moderated the effect of Technical Safety and Information Quality on Perceived Systems Reliability. Conclusion: This study conducted in China demonstrates that hospital self-service systems significantly influence patient trust and treatment adherence through system reliability perceptions. Technical Convenience directly enhances organizational trust, while Technical Safety and Information Quality work indirectly. Hospitals can optimize trust by simplifying interfaces, providing real-time security prompts, and maintaining staff support. For patients who are less comfortable with digital technology, additional staff support may enhance their experience.

Indexed as

digital distrustdigital healthcaredigital transformationhospital trustperceived systems reliabilitySelf-service systemstreatment adherence

Identifiers

PMID41278375
PMCPMC12638716

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.