{"title":"中国家庭的数字鸿沟、社会保障和相对贫困","authors":"Tong Wu","doi":"10.1016/j.iref.2024.103716","DOIUrl":null,"url":null,"abstract":"<div><div>Digital inequality has emerged as a critical socioeconomic challenge in the era of rapid technological advancement, particularly in developing economies transitioning from absolute to relative poverty reduction. While extensive research has explored various dimensions of the digital divide, limited attention has been paid to its causal relationship with relative poverty and the potential mitigating role of social protection systems. This knowledge gap is particularly significant in China, where despite remarkable progress in poverty alleviation, the interplay between digital exclusion, social security, and relative poverty remains understudied. Herein, we employ a multi-method approach combining instrumental variable analysis, propensity score matching, and quantile regression using the China Family Panel studies 2020 data to examine these relationships. Our findings reveal that the digital divide significantly increases the likelihood of relative poverty, with a one standard deviation increase in digital exclusion associated with a 5.3 percentage point higher probability of experiencing relative poverty. Notably, social security coverage moderates this relationship, reducing the marginal effect of digital exclusion by 0.65 percentage points for each additional social protection program. These results advance our understanding of technological inequality by demonstrating how institutional factors can mediate the relationship between digital exclusion and economic outcomes, while highlighting the need for integrated policy approaches that combine digital inclusion initiatives with enhanced social protection measures to address emerging forms of poverty in increasingly digitalized societies.</div></div>","PeriodicalId":14444,"journal":{"name":"International Review of Economics & Finance","volume":"96 ","pages":"Article 103716"},"PeriodicalIF":4.8000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Digital divide, social security, and relative poverty in Chinese households\",\"authors\":\"Tong Wu\",\"doi\":\"10.1016/j.iref.2024.103716\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Digital inequality has emerged as a critical socioeconomic challenge in the era of rapid technological advancement, particularly in developing economies transitioning from absolute to relative poverty reduction. While extensive research has explored various dimensions of the digital divide, limited attention has been paid to its causal relationship with relative poverty and the potential mitigating role of social protection systems. This knowledge gap is particularly significant in China, where despite remarkable progress in poverty alleviation, the interplay between digital exclusion, social security, and relative poverty remains understudied. Herein, we employ a multi-method approach combining instrumental variable analysis, propensity score matching, and quantile regression using the China Family Panel studies 2020 data to examine these relationships. Our findings reveal that the digital divide significantly increases the likelihood of relative poverty, with a one standard deviation increase in digital exclusion associated with a 5.3 percentage point higher probability of experiencing relative poverty. Notably, social security coverage moderates this relationship, reducing the marginal effect of digital exclusion by 0.65 percentage points for each additional social protection program. These results advance our understanding of technological inequality by demonstrating how institutional factors can mediate the relationship between digital exclusion and economic outcomes, while highlighting the need for integrated policy approaches that combine digital inclusion initiatives with enhanced social protection measures to address emerging forms of poverty in increasingly digitalized societies.</div></div>\",\"PeriodicalId\":14444,\"journal\":{\"name\":\"International Review of Economics & Finance\",\"volume\":\"96 \",\"pages\":\"Article 103716\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Review of Economics & Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1059056024007081\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Review of Economics & Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1059056024007081","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Digital divide, social security, and relative poverty in Chinese households
Digital inequality has emerged as a critical socioeconomic challenge in the era of rapid technological advancement, particularly in developing economies transitioning from absolute to relative poverty reduction. While extensive research has explored various dimensions of the digital divide, limited attention has been paid to its causal relationship with relative poverty and the potential mitigating role of social protection systems. This knowledge gap is particularly significant in China, where despite remarkable progress in poverty alleviation, the interplay between digital exclusion, social security, and relative poverty remains understudied. Herein, we employ a multi-method approach combining instrumental variable analysis, propensity score matching, and quantile regression using the China Family Panel studies 2020 data to examine these relationships. Our findings reveal that the digital divide significantly increases the likelihood of relative poverty, with a one standard deviation increase in digital exclusion associated with a 5.3 percentage point higher probability of experiencing relative poverty. Notably, social security coverage moderates this relationship, reducing the marginal effect of digital exclusion by 0.65 percentage points for each additional social protection program. These results advance our understanding of technological inequality by demonstrating how institutional factors can mediate the relationship between digital exclusion and economic outcomes, while highlighting the need for integrated policy approaches that combine digital inclusion initiatives with enhanced social protection measures to address emerging forms of poverty in increasingly digitalized societies.
期刊介绍:
The International Review of Economics & Finance (IREF) is a scholarly journal devoted to the publication of high quality theoretical and empirical articles in all areas of international economics, macroeconomics and financial economics. Contributions that facilitate the communications between the real and the financial sectors of the economy are of particular interest.