Guo Lin, Chai Yulin, Yang Chunxiao, Zhang Linlin, Guo Hongwei, Yang Honglv
School of Management, Weifang Medical University, Weifang, Shandong, China.
School of Public Health, Weifang Medical University, Weifang, Shandong, China.
Digit Health. 2023 Aug 27;9:20552076231197335. doi: 10.1177/20552076231197335. eCollection 2023 Jan-Dec.
This paper endeavors to identify the causal effects between the smart city transition and the provision of healthcare services while uncovering potential pathways of influence. This study first constructs a logical analytical framework and posits five hypotheses for examination. Subsequently, leveraging the quasi-natural experiment of the China Smart City Pilot Policy (CSCPP), empirical tests are conducted utilizing a Difference-in-Differences (DD) two-way fixed effects model. The findings suggest that the CSCPP has significantly enhanced the provision of healthcare services. Even after addressing the formidable challenges of endogeneity, sample self-selection, and spatial spillovers, the conclusion remains robust. Mechanism tests indicate that the CSCPP primarily operates through two avenues: augmenting human resources and institutional services. Heterogeneity tests reveal that the efficacy of CSCPP is heightened in cities boasting administrative approval service centers, experiencing diminished financial constraints, and exhibiting elevated healthcare provision levels and situated in the eastern region. The theoretical and empirical analysis of this paper demonstrates that smart city transitions can facilitate the enhancement of healthcare services. The potential contribution of this paper is to enrich the conceptualization of governance frameworks for smart city transition while providing empirical evidence from China.
本文致力于确定智慧城市转型与医疗服务提供之间的因果关系,同时揭示潜在的影响路径。本研究首先构建了一个逻辑分析框架,并提出了五个假设以供检验。随后,利用中国智慧城市试点政策(CSCPP)的准自然实验,采用双重差分(DD)双向固定效应模型进行实证检验。研究结果表明,CSCPP显著提高了医疗服务的提供水平。即使在解决了内生性、样本自选择和空间溢出等巨大挑战之后,该结论仍然稳健。机制检验表明,CSCPP主要通过两条途径发挥作用:增加人力资源和机构服务。异质性检验表明,在拥有行政审批服务中心、财政约束较小、医疗服务提供水平较高且位于东部地区的城市,CSCPP的效果更为显著。本文的理论和实证分析表明,智慧城市转型可以促进医疗服务的提升。本文的潜在贡献在于丰富了智慧城市转型治理框架的概念化,同时提供了来自中国的实证证据。