Evidence map›Paper›PMID 40589805›Full record

ArticleFrontiers in public health2025

How digital leadership impacts community resilience: a moderated mediation model.

Guanhu Zhao, Fazhen Zhao, Xu Hui, Yanan Wu, Xuemei Zhao

Erratum issuedAbstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Guanhu ZhaoSchool of Management, Lanzhou University, Lanzhou, China.
Fazhen ZhaoSchool of Management, Lanzhou University, Lanzhou, China.
Xu HuiEvidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
Yanan WuResearch Center for Emergency Management, Lanzhou University, Lanzhou, China.
Xuemei ZhaoSchool of Psychology, Guizhou Normal University, Guiyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Community resilience is crucial for communities to effectively respond to disasters such as public health emergencies. Digital technology and leadership are integral to building community resilience; however, the impact of digital leadership on community resilience has been underexplored. Methods: This study administered a questionnaire survey to 306 participants to examine the impact of digital leadership on community resilience. Furthermore, it also explored the mediating role of knowledge sharing and the moderating role of community trust. Results: We find that (1) digital leadership, knowledge sharing, community trust and community resilience are positively correlated with each other; (2) knowledge sharing partially mediates the relationship between digital leadership and community resilience; and (3) community trust moderates the effect of digital leadership on knowledge sharing. Specifically, under the condition of high community trust, digital leadership is more effective in predicting community resilience. Discussion: The findings of this study not only contribute to the existing literature on the antecedents of community resilience but also elucidate the influence mechanism of digital leadership on community resilience from a micro perspective. Furthermore, this study provides practical recommendations for enhancing community resilience in the digital era.

Indexed as

Digital TechnologyLeadershipResilience, PsychologicalAdultFemaleHumansMaleMediation AnalysisMiddle AgedSurveys and QuestionnairesTrustcommunity resiliencecommunity trustdigital leadershipknowledge sharingmoderated mediation model

Identifiers

PMID40589805
PMCPMC12206725

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.