数字经济对健康不平等的影响:来自中国的微观证据。

IF 1.9 4区 医学 Q3 HEALTH POLICY & SERVICES
Qingyun Zhao, Yusong Li
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引用次数: 0

摘要

背景:在中国追求健康公平的目标和数字经济蓬勃发展的经济背景下,分析数字经济是否缓解了与收入相关的健康不平等,以及它是如何起作用的,是很重要的。方法:通过将城市宏观数据与个体微观数据进行匹配,获得2012 - 2020年5个时期的混合面板数据。采用熵值法对城市数字经济发展水平和居民健康状况进行综合测度。采用集中指数法对不同收入水平居民健康不平等程度进行测度。利用重中心影响函数(RIF_CI_OLS)回归模型,实证检验了数字经济对健康不平等的影响及其机制。结果:我们发现,首先,数字经济显著缓解了不同收入特征群体之间的健康不平等,通过对数字经济对健康不平等贡献的逐年洞察,我们发现数字经济在促进健康公平方面具有显著且积极的长期作用。其次,采用中介效应模型检验数字经济缓解健康不平等的机制。结果表明,数字经济通过增加人口获得医疗保健服务的可及性,减少了不同收入特征群体之间的健康不平等。第三,数字经济对健康不平等的影响存在明显的区域和个体异质性。数字经济对城市、东部和中部地区居民的健康不平等有更大的缓解作用。数字经济对健康不平等的影响在性别上不存在显著的异质性,但在年龄上存在显著的差异效应,数字经济显著缓解了45-60岁年龄组的健康不平等,对其他年龄组的影响具有统计学意义。总体而言,数字经济在缩小不同收入群体之间的健康不平等方面发挥了重要的积极作用。虽然其促进作用在数字经济不发达地区相对较弱,但从长远来看,随着数字技术的进步,数字经济的包容性效应将逐渐显现,促进各群体之间健康利益的公平分享,从而进一步促进健康公平。结论:加强数字基础设施建设,促进数字健康产业发展,提高人口数字素养,特别是加大对西部、农村等欠发达地区、低收入低学历群体、老年人等弱势群体的数字支持力度,才能确保数字经济带来的健康红利惠及全体人口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of the Digital Economy on Health Inequality: Micro Evidence From China.

Background: In the context of China's goal of pursuing health equity and the economic context of the booming digital economy, it is important to analyse whether the digital economy has mitigated income-related health inequality and how it works.

Methods: By matching urban macro-data with individual micro-data, the study obtains mixed panel data at the individual level for five periods from 2012 to 2020. The entropy method is used to comprehensively measure both the level of urban digital economy development and residents' health. The concentration index method was used to measure the extent of health inequality between residents at different income levels. Furthermore, the study uses the recentered influence function (RIF_CI_OLS) regression model to empirically test the impact of the digital economy on health inequality and its underlying mechanisms.

Results: We found that, first, the digital economy significantly alleviates health inequality among groups with different income characteristics, by providing year-by-year insights into the contribution of the digital economy to health inequality, we find that the digital economy plays a significant and positive long-term role in promoting health equity. Second, a mediated effects model is used to test the mechanisms by which the digital economy mitigates health inequality. The results show that the digital economy reduces health inequality between groups with different income characteristics by increasing the accessibility of healthcare services to the population. Third, there is obvious regional and individual heterogeneity in the impact of the digital economy on health inequality. The digital economy has a greater mitigating effect on health inequality among residents of urban, eastern, and central regions. The impact of the digital economy on health inequality does not show significant heterogeneity in terms of gender, but there is a significant differential effect in terms of age, with the digital economy significantly alleviating health inequality in the 45-60 years old group, and the effect on the other age groups is statistically significant. Overall, the digital economy plays a significant positive role in narrowing health inequality among different income groups. Although its facilitating effect is relatively weak in regions with underdeveloped digital economies, in the long term, as digital technology improves, the inclusive effect of the digital economy will gradually emerge, promoting the equitable sharing of health benefits among various groups and thereby further promoting health equity.

Conclusions: Strengthening digital infrastructure, promoting the development of the digital health industry, and improving the digital literacy of the population-especially by increasing digital support for less-developed regions such as the west and rural areas, as well as for disadvantaged groups such as those with low incomes and low education, and the elderly-will ensure that the health dividends brought about by the digital economy benefit the entire population.

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来源期刊
CiteScore
4.50
自引率
3.70%
发文量
197
期刊介绍: Policy making and implementation, planning and management are widely recognized as central to effective health systems and services and to better health. Globalization, and the economic circumstances facing groups of countries worldwide, meanwhile present a great challenge for health planning and management. The aim of this quarterly journal is to offer a forum for publications which direct attention to major issues in health policy, planning and management. The intention is to maintain a balance between theory and practice, from a variety of disciplines, fields and perspectives. The Journal is explicitly international and multidisciplinary in scope and appeal: articles about policy, planning and management in countries at various stages of political, social, cultural and economic development are welcomed, as are those directed at the different levels (national, regional, local) of the health sector. Manuscripts are invited from a spectrum of different disciplines e.g., (the social sciences, management and medicine) as long as they advance our knowledge and understanding of the health sector. The Journal is therefore global, and eclectic.
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