Evidence map›Paper›PMID 42375595›Full record

ArticleFrontiers in public health2026

What drives urban pandemic control performance in China? A configurational analysis of the resource-performance paradox.

Yexuan Zhou, Xianhong Huang, Jianing Wang, Huiyan Mao, Tao Sun

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

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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

5 authors.

Yexuan ZhouDepartment of Health Policy and Management, School of Public Administration, Hangzhou Normal University, Hangzhou, China.
Xianhong HuangDepartment of Health Policy and Management, School of Public Administration, Hangzhou Normal University, Hangzhou, China.
Jianing WangDepartment of Health Policy and Management, School of Public Administration, Hangzhou Normal University, Hangzhou, China.
Huiyan MaoDepartment of Health Policy and Management, School of Public Administration, Hangzhou Normal University, Hangzhou, China.
Tao SunDepartment of Health Policy and Management, School of Public Administration, Hangzhou Normal University, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic revealed a stark governance paradox in China: some resource-rich cities experienced governance failures, while relatively resource-scarce cities achieved effective control. This phenomenon challenges traditional linear resource determinism. Methods: To deconstruct this complexity, this study applies the Technology-Organization-Environment (TOE) framework and employs fuzzy-set qualitative comparative analysis (fsQCA), a configurational method capturing asymmetric causal relations, couple with Bootstrap analysis. Using data from 23 key Chinese cities from 2020 to 2022, we explore the conditions driving urban pandemic control performance. Results: The analysis identifies two distinct patterns leading to high performance. First, the "digital empowerment under resource constraints" pattern reveals that in resource-scarce contexts, digital governance capacity plays a core compensatory role, empowering prevention efforts despite material deficiencies. Second, the "holistic social synergy under resource abundance" pattern demonstrates that in resource-rich cities, effective resident wellbeing is the primary driver. Notably, digital governance assumes only a peripheral role in this configuration. Conclusion: These findings confirm that no single factor guarantees success; rather, performance depends on the alignment of governance strategies with local resource endowments. This study advises city managers to prioritize digital infrastructure in resource-scarce areas while focusing on social trust maintenance in affluent regions.

Indexed as

COVID-19PandemicsChinaCitiesHumansSARS-CoV-2bootstrapdigital governance capacityfsQCATOE frameworkurban pandemic control performance

Identifiers

PMID42375595
PMCPMC13311025

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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.