Exploring spatial-temporal heterogeneity in new-type urbanization's impact on health expenditure: a GTWR analysis.

IF 3 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Ming Li, Hua Yang
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引用次数: 0

Abstract

Background: To address challenges arising from rapid urban development, China has formulated and implemented the New-Type Urbanization strategy. However, empirical research on the specific impacts between New-Type Urbanization and health expenditures remains limited.

Methods: Using panel data from 31 Chinese provinces (2012-2019), this study constructed a comprehensive evaluation index system for New-Type Urbanization across four dimensions: demographic, economic, social, and ecological. Geographically and Temporally Weighted Regression was employed to examine the spatial effects, influencing factors, and spatial heterogeneity of New-Type Urbanization's impact on health expenditures.

Results: The results show that China's health expenditures primarily exhibit High-High and Low-Low clustering patterns with spatial fluctuations. Meanwhile, the impact of New-Type Urbanization on health expenditures demonstrates spatiotemporal heterogeneity and non-stationarity. As urbanization levels increase, the negative effects of health expenditure clustering expand, while the influence of economic urbanization weaken.

Conclusions: Our findings fill the research gap regarding the impacts between New-Type Urbanization and health expenditures, while also providing direction for New-Type Urbanization development to support the implementation of health policies aimed at controlling health expenditure growth.

新型城镇化对卫生支出影响的时空异质性研究——基于GTWR的分析
背景:为应对城市快速发展带来的挑战,中国制定并实施了新型城镇化战略。然而,关于新型城镇化与卫生支出之间具体影响的实证研究仍然有限。方法:利用2012-2019年中国31个省份的面板数据,构建人口、经济、社会、生态四个维度的新型城镇化综合评价指标体系。采用时空加权回归分析了新型城镇化对卫生支出影响的空间效应、影响因素和空间异质性。结果:中国卫生支出主要表现为“高-高”和“低-低”的聚类模式,存在空间波动。新型城镇化对卫生支出的影响具有时空异质性和非平稳性。随着城镇化水平的提高,卫生支出集聚的负面效应扩大,而经济城镇化的负面效应减弱。结论:本文的研究结果填补了新型城镇化与卫生支出影响的研究空白,同时也为新型城镇化发展提供了方向,以支持控制卫生支出增长的卫生政策的实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Health Geographics
International Journal of Health Geographics PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH -
CiteScore
10.20
自引率
2.00%
发文量
17
审稿时长
12 weeks
期刊介绍: A leader among the field, International Journal of Health Geographics is an interdisciplinary, open access journal publishing internationally significant studies of geospatial information systems and science applications in health and healthcare. With an exceptional author satisfaction rate and a quick time to first decision, the journal caters to readers across an array of healthcare disciplines globally. International Journal of Health Geographics welcomes novel studies in the health and healthcare context spanning from spatial data infrastructure and Web geospatial interoperability research, to research into real-time Geographic Information Systems (GIS)-enabled surveillance services, remote sensing applications, spatial epidemiology, spatio-temporal statistics, internet GIS and cyberspace mapping, participatory GIS and citizen sensing, geospatial big data, healthy smart cities and regions, and geospatial Internet of Things and blockchain.
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