Evidence map›Paper›PMID 42006350›Full record

ArticleiScience2026

Users' intentions to use medical escort service platforms: Based on technology trust and psychological resistance.

Hui Xu, Ja-Yeon Lee, Xiaowei Sun, Min-Kyu Lee, Yanfeng Liu

Abstract read
In one paragraph

Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Hui XuShanxi Vocational University of Engineering Science and Technology, Jinzhong, China.
Ja-Yeon LeeBusan Development Institute, Busan, Republic of Korea.
Xiaowei SunDepartment of Logistics Management, School of Digital Finance and Management, Dongying Vocational College, Dongying, Shandong, China.
Min-Kyu LeeGraduate School of Management of Technology, Pukyong National University, Busan, Republic of Korea.
Yanfeng LiuSchool of Northeast Asia Studies, Shandong University, Weihai, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Platform-based medical escort services help patients navigate offline care amid population aging and strained healthcare resources. Using survey data from 904 Beijing residents, this study tested an integrated enabler-inhibitor model combining UTAUT2 and innovation resistance theory with a second-order structural equation approach, specifying technology trust and psychological resistance as mediators of usage intention. Results showed that usage and image barriers were the primary antecedents of psychological resistance, whereas tradition barriers had a weaker effect. Technology trust was positively associated with intention to use and exhibited a competitive mediation pattern by partially offsetting the negative indirect influence of psychological resistance. This dual-path view clarifies how users balance adoption drivers and resistance factors in online-to-offline health services. The findings point to leverage points for platform design and governance, suggesting that coordinated trust-building and resistance-reducing psychological interventions can support broader and more equitable uptake of digital health services.

Indexed as

health sciencesmedicinepatient social contextpatient support group

Identifiers

PMID42006350
PMCPMC13084337

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.