Evidence map›Paper›PMID 41268415›Full record

ArticleFrontiers in public health2025

Natural disaster emergency response from a public policy perspective: a four-party evolutionary game among government, international organizations, healthcare institutions, and enterprises.

Baoling Wu, Tao Zhang, Xi Wang, Jiakai Liang, Mingke Liu, Yifan Zheng, Jiarui Liang, Zhengyu Chen

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Baoling WuFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, Macao SAR, China.
Tao ZhangFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, Macao SAR, China.
Xi WangFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, Macao SAR, China.
Jiakai LiangThe Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Mingke LiuThe Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Yifan ZhengGuangzhou Twelfth People's Hospital, Guangzhou, Guangdong, China.
Jiarui LiangSchool of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China.
Zhengyu ChenSchool of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study utilizes evolutionary game theory to analyze the collaborative evolutionary mechanisms among governments, international organizations, healthcare institutions, and enterprises in natural disaster emergency response, aiming to explore how public policy can optimize the behavior of each stakeholder. Methods: A four-party evolutionary game model was constructed to examine strategy interactions and cooperative mechanisms among all parties. Numerical simulations were conducted to verify how key parameters affect the evolutionary outcomes. Results: The results indicate that government regulatory intensity, intervention strategies of international organizations, the philanthropic orientation of healthcare institutions, and the sense of corporate social responsibility among enterprises significantly influence the efficiency of emergency response. Numerical simulations further show that increasing government penalties, reducing international organizations' dependency losses, improving the resource utilization efficiency of healthcare institutions, and raising both the cost of non-compliance and the market trust benefits for enterprises can encourage stakeholders to adopt more cooperative strategies that serve the public interest. Conclusion: This study reveals the "double-edged sword effect" of government regulation, the "time window effect" of international organizational intervention, the "multiplier effect" of resource efficiency in healthcare institutions, and the "trust-benefit mechanism" of corporate social responsibility, offering new insights for optimizing public policy.

Indexed as

Disaster PlanningGame TheoryNatural DisastersPublic PolicyCooperative BehaviorGovernmentHumansOrganizationsemergency responseevolutionary gamemulti-party collaborationnatural disasterspublic policy

Identifiers

PMID41268415
PMCPMC12626785

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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.