Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
Climatic and Economic Background Determine the Disparities in rbanites' Expressed Happiness during the Summer Heat | |
Cheng, Yingyi1,2; Yu, Zhaowu1; Xu, Chi3; Manoli, Gabriele4; Ren, Xiaopeng5![]() | |
通讯作者邮箱 | yu, zhaowu |
心理所单位排序 | 5 |
摘要 | Climate-change-induced extreme weather events increase heat-related mortality and health risks for urbanites, which may also affect urbanites’ expressed happiness (EH) and well-being. However, the links among EH, climate, and socioeconomic factors remain unclear. Here we collected ∼6 million geotagged tweets from 44 Chinese prefecture-level cities based on Sina Weibo and performed a quadratic regression model to explore the relationships between summer heat and EH. A three-stage analysis was developed to examine spatiotemporal heterogeneity and identify factors contributing to disparities in urbanites’ EH. Results show that all cities exhibited a similar hump-shaped relationship, with an overall optimal temperature (OT) of 22.8 °C. The estimated OT varied geographically, with 25.3, 23.8, and 20.0 °C from north to south. Moreover, a 1 standard deviation increase in heatwave intensity was associated with a 0.813 (95% CI: 0.177, 1.449) standard deviation decrease in EH. Notably, within the geographic scope of this study, it was observed that urbanites in northern China and economically underdeveloped cities faced significantly lower heat risks during the summer heat. This research provides insight for future studies and practical applications concerning extreme weather events, urbanites’ mental health, and sustainable urban development goal. |
关键词 | mental health well-being thermal threshold social media sentiment analysis background climate economic context |
2023 | |
语种 | 英语 |
DOI | 10.1021/acs.est.3c01765 |
发表期刊 | Environmental Science and Technology
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ISSN | 0013-936X |
期刊论文类型 | 综述 |
收录类别 | EI |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.psych.ac.cn/handle/311026/45114 |
专题 | 中国科学院心理研究所 |
作者单位 | 1.Department of Environmental Science and Engineering, Fudan University, Shanghai; 2005, China 2.College of Landscape Architecture, Nanjing Forestry University, Nanjing; 210037, China 3.School of Life Sciences, Nanjing University, Nanjing; 210023, China 4.Laboratory of Urban and Environmental Systems, School of Architecture, Civil & Environmental Engineering, École Polytechnique Fédérale de Lausanne, Lausanne; CH-1015, Switzerland 5.Institute of Psychology, Chinese Academy of Sciences, Beijing; 100101, China 6.Department of Geosciences and Natural Resource Management, Faculty of Science, University of Copenhagen, Copenhagen; 1958, Denmark |
推荐引用方式 GB/T 7714 | Cheng, Yingyi,Yu, Zhaowu,Xu, Chi,et al. Climatic and Economic Background Determine the Disparities in rbanites' Expressed Happiness during the Summer Heat[J]. Environmental Science and Technology,2023. |
APA | Cheng, Yingyi.,Yu, Zhaowu.,Xu, Chi.,Manoli, Gabriele.,Ren, Xiaopeng.,...&Vejre, Henrik.(2023).Climatic and Economic Background Determine the Disparities in rbanites' Expressed Happiness during the Summer Heat.Environmental Science and Technology. |
MLA | Cheng, Yingyi,et al."Climatic and Economic Background Determine the Disparities in rbanites' Expressed Happiness during the Summer Heat".Environmental Science and Technology (2023). |
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