Evidence map›Paper›PMID 42871505›Full record

ArticleFrontiers in public health2026

How leadership attention is associated with online-offline healthcare service synergy: differentiated effects of noticing, interpreting, and acting.

Zhangzhang Zhao, Wanyu Xu, Yitian Sun, Zehong Zhang

Abstract read
In one paragraph

Article in Frontiers in public health, 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

4 authors.

Zhangzhang ZhaoSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Wanyu XuSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Yitian SunSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Zehong ZhangSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: This study examines how three types of leadership attention (noticing, interpreting, acting) are associated with online-offline healthcare service synergy (process and organizational synergy), along with motivational antecedents (credit claiming, blame avoidance) and contextual boundary conditions, using the APCC framework in the Chinese context. Methods: An exploratory sequential design was adopted. During the qualitative phase, data were triangulated from 41 interviews (hospital administrators, health bureau officials, clinicians), "Internet + Healthcare" policy documents, and literature review; items were generated via thematic analysis and expert panel validation. For the quantitative phase, quota sampling following regional distribution of China's internet healthcare users, yielding 450 valid responses from experienced professionals; data were analyzed with SPSS/AMOS (SEM) and PROCESS macro for moderation. Results: The three attention types showed differentiated patterns. Acting had the strongest positive associations with process synergy ( Conclusion: This study validates the APCC framework for digital healthcare integration, supporting the cognitive-behavioral logic of leadership attention from noticing through interpreting to acting. The findings indicate that only action-oriented attention is associated with addressing structural barriers and achieving organizational synergy, while interpretive attention is only associated with improved technical process integration. The study extends the Attention-Based View to healthcare and provides actionable strategies for advancing online-offline synergy.

Indexed as

AttentionInternetLeadershipChinaFemaleHumansInterviews as TopicMaleQualitative Researchdigital healthexploratory sequential mixed-methodsleadership attentiononline-offline healthcare service synergystructural equation modeling

Identifiers

PMID42871505
PMCPMC13658531

What OpenQuestion holds

Textmetadata
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.