ArticleHealthcare (Basel, Switzerland)2023
The Relationship between Health Insurance and Pharmaceutical Innovation: An Empirical Study Based on Meta-Analysis.
Article in Healthcare (Basel, Switzerland), 2023. 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
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Who cites it
3 citing papers in PubMed.
- The Pharmacoeconomics and its Evaluation in Enhancing the Indian Healthcare System.Current drug research reviews · 2026Review
- Three-medical linkage in China: trend evolution and obstacle identification.BMC health services research · 2025Article
- Microbiome Integrity Enhances the Efficacy and Safety of Anticancer Drug.Biomedicines · 2025Review
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
The growing research interest in the relationship between health insurance and pharmaceutical innovation is driven by their significant impact on healthcare optimization and pharmaceutical development. The existing literature, however, lacks consensus on this relationship and provides no evidence of the magnitude of a correlation. In this context, this study employs meta-analysis to explore the extent to which health insurance affects pharmaceutical innovation. It analyzes 202 observations from 14 independent research samples, using the regression coefficient of health insurance on pharmaceutical innovation as the effect size. The results reveal that there is a strong positive correlation between health insurance and pharmaceutical innovation (r = 0.367, 95% CI = [0.294, 0.436]). Public health insurance exhibits a stronger promoting effect on pharmaceutical innovation than commercial health insurance. The relationship between health insurance and pharmaceutical innovation is moderated by the country of sample origin, data range, journal type, journal impact factor, type of health insurance, and research perspective. Our research findings further elucidate the relationship mechanism between health insurance and pharmaceutical innovation, providing a valuable reference for future explorations in pharmaceutical fields.
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Registered trials
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