A hierarchical Bayesian approach for identifying socioeconomic factors influencing self-rated health in Japan

A hierarchical Bayesian approach for identifying socioeconomic factors influencing self-rated health in Japan

This study identifies socioeconomic factors that potentially influence self-rated health (SRH), an important indicator of health status, in the Japanese population. We used a panel data logit model to simultaneously estimate the effects of personal attributes, living environment, and social conditio...

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Bibliographic Details
Main Authors: Makoto Nakakita, Teruo Nakatsuma
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Healthcare Analytics
Subjects:
Bayesian statistics
Markov chain Monte Carlo
Hierarchical panel data logit model
Self-rated health
Demographic attributes
Socioeconomic conditions
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442524000698

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http://www.sciencedirect.com/science/article/pii/S2772442524000698

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