Evidence map›Paper›PMID 42343892›Full record

ArticleFrontiers in health services2026

Person-centered hospital care in Indonesia: the role of digital health competency, user interface quality, and user experience in a multi-hospital study.

Enny Rachmani, Evina Widiawati, Deshinta Arrova Dewi, Syed Abdul Shabbir, Fu-Yu Chen, Arif Kurniadi, Sylvia Anjani, Eti Rimawati, M G Catur Yuantari, Amiq Fahmi

Abstract read
In one paragraph

Article in Frontiers in health services, 2026. 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
–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

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

10 authors.

Enny RachmaniFaculty of Health Science, Universitas Dian Nuswantoro, Semarang, Indonesia.
Evina WidiawatiDepartment of Biomedical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan.
Deshinta Arrova DewiFaculty of Data Science and Information Technology, INTI International University, Nilai, Malaysia.
Syed Abdul ShabbirGraduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan.
Fu-Yu ChenDepartment of Biomedical Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan.
Arif KurniadiFaculty of Health Science, Universitas Dian Nuswantoro, Semarang, Indonesia.
Sylvia AnjaniFaculty of Health Science, Universitas Dian Nuswantoro, Semarang, Indonesia.
Eti RimawatiFaculty of Health Science, Universitas Dian Nuswantoro, Semarang, Indonesia.
M G Catur YuantariFaculty of Health Science, Universitas Dian Nuswantoro, Semarang, Indonesia.
Amiq FahmiFaculty of Computer Science, Universitas Dian Nuswantoro, Semarang, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Hospital digitalization is expected to strengthen person-centered care, yet the everyday experience of healthcare workers depends on both digital readiness and the usability of the systems they operate. This study examined how digital health competency and perceived user interface quality relate to user experience during routine hospital digital work in Indonesia. Methods: A cross-sectional survey was conducted among healthcare workers from 20 hospitals in Semarang, Indonesia ( Results: Perceived user interface quality was the strongest and most proximal correlate of user experience. Digital health competency showed no detectable direct association with user experience and no indirect association through user interface quality. Hospital-level clustering explained only a small share of the variance in user experience, indicating that most variability occurred at the individual level. Item-level user interface quality responses highlighted actionable priorities-especially system stability (fewer errors), visibility of system status, and in-context help and error-recovery support. Conclusion: Improving user interface quality appears to be a higher-leverage pathway for strengthening user experience and enabling person-centered workflows than generic digital upskilling alone. Digitalization strategies should treat usability as core infrastructure work by embedding human-centered requirements into procurement, acceptance testing, and continuous post-implementation improvement tailored to profession-specific workflows and organizational context.

Indexed as

digital health literacyhealth system accessibleIndonesiaperson-centeredpublic healthuser experienceuser interface

Identifiers

PMID42343892
PMCPMC13287052

What OpenQuestion holds

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LicenceCC BY
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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.