Evidence map›Paper›PMID 42769086›Full record

ArticleFrontiers in public health2026

Not all areas are alike: willingness to comply with pandemic containment measures across residential contexts in China.

Linxu Zhu

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
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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

1 author.

Linxu ZhuSchool of Political Science and Public Administration, Shandong University, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Public compliance with containment measures is important for effective pandemic governance, but willingness to comply may vary across residential contexts. This study examined compliance willingness with COVID-19 containment measures across rural, town, and urban areas in China and the factors associated with it within each setting. Methods: Using cross-sectional survey data from 985 respondents across three northern provinces of China, we compared compliance willingness across residential contexts using nonparametric tests. We also estimated hierarchical block-entry OLS regression models for the three subgroups and conducted pooled residence-by-predictor interaction tests to assess contextual heterogeneity formally. Results: Compliance willingness differed significantly across settings. Rural respondents reported higher willingness than town and urban respondents, although the absolute differences were modest. The subgroup models showed different within-context patterns of association, with government performance positively associated with compliance willingness in all three settings. Formal interaction tests indicated that between-context heterogeneity was concentrated in the institutional domain and specifically in the association between institutional trust and compliance willingness. Conclusion: The findings reveal selective heterogeneity in compliance willingness across residential contexts, particularly in the role of institutional trust.

Indexed as

COVID-19PandemicsAdultChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedRural PopulationSARS-CoV-2Surveys and QuestionnairesUrban Populationcompliance willingnesspandemic containment measurespandemic governancepublic health policyresidential heterogeneity

Identifiers

PMID42769086
PMCPMC13590557

What OpenQuestion holds

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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.