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 | |
DOI | 10.3390/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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A Panel Data Analysi(292KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
个性服务 |
推荐该条目 |
保存到收藏夹 |
查看访问统计 |
导出为Endnote文件 |
谷歌学术 |
谷歌学术中相似的文章 |
[Li, Shuijin]的文章 |
[Zhu, Tingshao]的文章 |
百度学术 |
百度学术中相似的文章 |
[Li, Shuijin]的文章 |
[Zhu, Tingshao]的文章 |
必应学术 |
必应学术中相似的文章 |
[Li, Shuijin]的文章 |
[Zhu, Tingshao]的文章 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论