ArticleBMC health services research2025
Evolutionary game model for the behavior of private sectors in elderly healthcare public-private partnership under the condition of information asymmetry.
Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
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.
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Who cites it
3 citing papers in PubMed.
- Public-private partnerships for UAV-assisted emergency medical services in aging communities: an evolutionary game approach.Frontiers in public health · 2026Article
- China's coordinated tripartite medical reform: strategic balancing of interests among pharmaceuticals, healthcare, and health insurance.Frontiers in public health · 2025Article
- A study on collaborative governance of excessive medical care based on three-way evolutionary game and simulation.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Chinese elderly healthcare services face problems of poor service quality, difficulty in eliminating hidden quality risks, and inadequate government supervision, primarily due to information asymmetry and insufficient supervision among providers, users, and regulatory bodies. The study addresses two key questions: How does information asymmetry influence private sector strategies in elderly healthcare public-private partnership (PPP), and what regulatory models can overcome the potential shortcomings? The study examines the influence of information asymmetry, particularly on "experience" and "credence," crucial for governance and service quality in elderly healthcare PPPs in China. By developing the novel methodology of evolutionary game theory and employing MATLAB simulations, this study analyzes private sector behavior under two distinct regulatory models. The research findings reveal a significant disparity, under the traditional "single" model; private sectors often prioritize low-quality services driven by self-interest or inadequate penalties, while the collaborative model incentivizes them to deliver higher-quality services influenced by factors such as public participation, reputational incentives, and penalties. Therefore, the paper proposed a multifaceted regulatory model based on strengthening third-party evaluation mechanisms, encouraging public participation, and refining reward and penalty systems. This proposed model will not only significantly contribute to regulatory effectiveness and quality services within elderly healthcare PPP projects, but will also serve as a reference point for government decision-makers responsible for quality services within PPP projects.
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Registered trials
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.