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A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information
Li, Shuijin1,2; Zhu, Tingshao1,2
第一作者Shuijin Li
通讯作者邮箱tszhu@psych.ac.cn
心理所单位排序2
摘要

Big data modelling using microblogs is applied to acquire nationwide representative panel data on subjective well-being. The analysis directly validates the influence of China's Livelihood Index on subjective well-being. Using panel data on subjective well-being collected for the period from 2010 to 2021 from users of the Weibo (Sina Corporation, Beijing, China) microblogging platform, this study finds Granger causality running from China's Livelihood Index to subjective well-being and that the two are positively correlated. We also find Granger causality running from a life stress indicator to a life satisfaction indicator. The education indicator model is found to be positively correlated with life satisfaction and positive emotions, whereas the life stress indicator and life satisfaction are negatively correlated. Medical and health indicators are positively related to life satisfaction, while a negative correlation is found between the traffic indicator model and life satisfaction. The relationship between economic development and subjective well-being also displays bidirectional Granger causality and a positive correlation. However, in China's provinces and prefecture-level cities with relatively strong economic growth, the correlation between the livelihood index and economic development appears to be weaker. We suggest boosting gross domestic product per capita and absolute per capita income to increase subjective well-being in less developed western China. Bridging the gross domestic product per capita gap nationwide may also positively influence subjective well-being. To achieve this, we suggest measures that include improving medical and health services, alleviating traffic congestion, increasing the teacher-student ratio and improving the education universalisation rate. These steps would improve the equitable and balanced development of China's Livelihood Index across the country's 31 provinces.

关键词subjective well-being China's Livelihood Index Granger causality test fixed-effects model Easterlin Paradox
2022-11-01
DOI10.3390/healthcare10112305
发表期刊HEALTHCARE
卷号10期号:11页码:18
期刊论文类型实证研究
收录类别SCI ; SSCI
出版者MDPI
WOS关键词ENERGY-CONSUMPTION ; CHINA ; HAPPINESS ; GROWTH
WOS研究方向Health Care Sciences & Services
WOS类目Health Care Sciences & Services ; Health Policy & Services
WOS记录号WOS:000895098900001
WOS分区Q2
引用统计
文献类型期刊论文
条目标识符https://ir.psych.ac.cn/handle/311026/44359
专题社会与工程心理学研究室
通讯作者Zhu, Tingshao
作者单位1.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
2.Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China
第一作者单位中国科学院心理研究所
通讯作者单位中国科学院心理研究所
推荐引用方式
GB/T 7714
Li, Shuijin,Zhu, Tingshao. A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information[J]. HEALTHCARE,2022,10(11):18.
APA Li, Shuijin,&Zhu, Tingshao.(2022).A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information.HEALTHCARE,10(11),18.
MLA Li, Shuijin,et al."A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information".HEALTHCARE 10.11(2022):18.
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