ArticleBMC public health2023
A study on the factors influencing the utilization of public health services by China's migrant population based on the Shapley value method.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 21 citations in OpenAlex.
- Temporal-spatial analysis and driving factors of coupling coordination between population and health services systems in China, 2010-2022.BMC health services research · 2026Article
- Factors influencing willingness to use medical visit companion services among older Chinese adults: a Logistic-ISM model approach.BMC geriatrics · 2026Article
- Health-related quality of life inequity and influencing factors among urban and rural elderly hypertensive populations: baseline survey of the Northern China Lifestyle Medicine Cohort.Health and quality of life outcomes · 2026Article
- Telehealth Use and Modality Choice Among US Adults: Shorrocks-Shapley Decomposition of a 2022 Cross-Sectional National Survey.Journal of medical Internet research · 2026Article
- Factors influencing residents' willingness to choose medical institutions first for treatment in the highland agricultural and pastoral areas of Qinghai province: a study based on the Anderson model.Frontiers in health services · 2026Article
- Spatiotemporal evolution and spatial benefit analysis of the coupling coordination of China's three medical systems.Frontiers in public health · 2026Article
- Research on the impact of family doctor contract services on the willingness of residents' first choice of medical institutions for treatment-empirical analysis based on PSM.BMC health services research · 2025Article
- Characterizing Cross-Provincial High-Cost Patients in Rural China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Life and health status of older migrants with hypertension in China: results from the 2018 China health and retirement longitudinal study.BMC public health · 2025Article
- Comprehensive SHAP Values and Single-Cell Sequencing Technology Reveal Key Cell Clusters in Bovine Skeletal Muscle.International journal of molecular sciences · 2025Article
- Factors influencing health service utilization among 19,869 China's migrant population: an empirical study based on the Andersen behavioral model.Frontiers in public health · 2025Article
- Factors influencing intentional non-utilization of healthcare: a study using the Andersen model.Frontiers in public health · 2025Article
- Decomposition analysis of public health service utilization and health disparities among urban and rural older adult migrants in China.Frontiers in public health · 2025Article
- Spatial variations in health service utilization among migrant population: a perspective on health equity.Frontiers in public health · 2024Article
- Income inequality and healthcare utilization of the older adults-based on a study in three provinces and six cities in China.Frontiers in public health · 2024Article
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe health of migrants has received significant global attention, and it is a particularly significant concern in China, which has the largest migrant population in the world. Analyzing data on samples from the Chinese population holds practical significance. For instance, one can delve into an in-depth analysis of the factors impacting (1) the health records of residents in distinct regions and (2) the current state of family doctor contracts. This study explores the barriers to access these two health services and the variations in the effects and contribution magnitudes.
methodsThis study involved data from 138,755 individuals, extracted from the 2018 National Migration Population Health and Family Planning Dynamic Monitoring Survey database. The theoretical framework employed was the Anderson health service model. To investigate the features and determinants of basic public health service utilization among the migrant population across different regions of China, including the influence of enabling resources and demand factors, x
resultsThe utilization of various service types varied among the migrant population, with significant regional disparities. The results of the decomposition of the Shapley value method highlighted variations in the mechanism underlying the influence of propensity characteristics, enabling resources, and demand factors between the two health service types. Propensity characteristics and demand factors were found to be the primary dimensions with the highest explanatory power; among them, health education for chronic disease prevention and treatment was the most influential factor.
conclusionTo better meet the health needs of the migrant population, regional barriers need to be broken down, and the relevance and effectiveness of publicity and education need to be improved. Additionally, by considering the education level, demographic characteristics, and mobility characteristics of the migrant population, along with the relevant health policies, the migrant population needs to be guided to maintain the health records of residents. They should also be encouraged to sign a contract with a family doctor in a more effective manner to promote the equalization of basic health services for the migrant population.
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