Evidence map›Paper›PMID 41994525›Full record

ArticleFrontiers in public health2026

How digital mismatch leads to digital burnout among grassroots public servants in China: the moderating role of leadership care and organizational incentives.

Hui Li, Zhenjing Pang

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. 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

2 authors.

Hui LiChengdu Vocational & Technical College of Industry, Chengdu, China.
Zhenjing PangSchool of Public Administration, Sichuan University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital burnout is an increasingly prominent mental health issue in the modern digitalized workplace. As promoters, implementers, and experiencers of digital transformation, grassroots public servants face heightened occupational health risks in technology-driven environments. This study aims to explore the formative and buffering mechanisms of digital burnout among them, providing empirical evidence for maintaining the well-being of the public servant workforce and constructing a sustainable digital work environment. Methods: A questionnaire survey was conducted using convenience sampling and snowball sampling methods. A total of 656 valid questionnaires were collected from three cities in China (Shanghai, Wuhan, and Chengdu), representing the eastern, central, and western regions of the country, respectively. The data were analyzed using Confirmatory Factor Analysis, Structural Equation Modeling, and Regression Analysis to test the proposed hypotheses. Results: Digital mismatch was identified as a critical antecedent to digital burnout. Specifically: (1) Digital suspension and digital overload positively predicted work stress, which in turn significantly exacerbated digital burnout; (2) Digital suspension and the digital divide had negative impact on technology identity, which effectively mitigated digital burnout; (3) Leadership care and organizational incentives played a significant negative moderating role in the relationship between digital overload and work stress, indicating that organizational support is a crucial buffering factor. Conclusion: The results indicate that digital mismatch affects digital burnout through dual mechanisms of "increased work stress" and "reduced technology identity," while confirming the moderating effects of leadership care and organizational incentives in certain paths. These findings suggest that alleviating digital burnout among employees requires focused efforts on digital suspension, the digital divide, and digital overload, by establishing an occupational health protection system encompassing technological, organizational, and individual dimensions.

Indexed as

Burnout, ProfessionalDigital TechnologyLeadershipMotivationChinaDigital MediaFemaleHumansOccupational StressSurveys and QuestionnairesWorking ConditionsWorkplacedigital burnoutdigital mismatchleadership careoccupational healthorganizational incentivespublic servantstechnology identitywork stress

Identifiers

PMID41994525
PMCPMC13079703

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.