Evidence map›Paper›PMID 40969621›Full record

ArticleFrontiers in public health2025

Factors influencing national public health governance capacity: based on NCA and fsQCA.

Junyan Li

Abstract 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. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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.

Junyan LiSchool of Public Administration and Policy, Shanghai University of Finance and Economics, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: With the acceleration of globalization, a series of public health emergencies have not only threatened population health but also significantly impacted global economic and political stability, highlighting the urgency for effective public health governance. Methods: This study employs the TOE framework to examine 149 countries as case studies, utilizing Necessary Condition Analysis (NCA) and fuzzy-set Qualitative Comparative Analysis (fsQCA) to investigate the interactive effects and pathway selections of technological, organizational, and environmental conditions on national public health governance capacity. Results: The findings reveal the following: (1) No single factor constitutes a necessary condition for high-level public health governance capacity. (2) Technological, organizational, and environmental factors operate in complex "multiple concurrent" configurations, generating diverse pathways that drive national public health governance capacity, illustrating the principle of "different routes leading to the same destination." (3) Four configurational pathways that enhance national public health governance capacity are identified: configurations jointly explained by technological and organizational factors; configurations collectively determined by technological, organizational, and environmental factors; configurations independently explained by organizational factors; configurations jointly explained by organizational and environmental factors. (4) Representative nations across these four configurational pathways are predominantly high-income countries, with some upper-middle-income countries, while lower-middle-income and low-income countries are notably absent. Discussion: This research recommends that countries develop targeted strategies to enhance public health governance capacity based on their specific characteristics and resource endowments. Simultaneously, assisting low-income countries in overcoming resource constraints and integrating them into global governance frameworks remains essential.

Indexed as

Capacity BuildingPublic HealthPublic Health AdministrationGlobal HealthHumansconfigurational pathwaysenvironmentalfuzzy-set qualitative comparative analysisnecessary condition analysisorganizationalpublic health governance capacitytechnological

Identifiers

PMID40969621
PMCPMC12440991

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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.