Climatic and Economic Background Determine the Disparities in Urbanites' Expressed Happiness during the Summer Heat | |
Cheng, Yingyi1,2; Yu, Zhaowu1; Xu, Chi3; Manoli, Gabriele4; Ren, Xiaopeng5; Zhang, Jinguang2; Liu, Yawen2; Yin, Rui2; Zhao, Bing2; Vejre, Henrik6 | |
第一作者 | Cheng, Yingyi |
通讯作者邮箱 | zhaowu_yu@fudan.edu.cn (yu, zhaowu) |
心理所单位排序 | 5 |
摘要 | This study creatively revealed linksbetween expressed happiness(EH), climate, and socioeconomic factors by deciphering the temperatureresponse thresholds, spatiotemporal disparities, and moderating factorsof Chinese urbanites' EH under the summer heat. Climate-change-induced extreme weather events increaseheat-relatedmortality and health risks for urbanites, which may also affect urbanites'expressed happiness (EH) and well-being. However, the links amongEH, climate, and socioeconomic factors remain unclear. Here we collected & SIM;6 million geotagged tweets from 44 Chinese prefecture-levelcities based on Sina Weibo and performed a quadraticregression model to explore the relationships between summer heatand EH. A three-stage analysis was developed to examine spatiotemporalheterogeneity and identify factors contributing to disparities inurbanites' EH. Results show that all cities exhibited a similarhump-shaped relationship, with an overall optimal temperature (OT)of 22.8 & DEG;C. The estimated OT varied geographically, with 25.3,23.8, and 20.0 & DEG;C from north to south. Moreover, a 1 standarddeviation 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 urbanitesin northern China and economically underdeveloped cities faced significantlylower heat risks during the summer heat. This research provides insightfor future studies and practical applications concerning extreme weatherevents, urbanites' mental health, and sustainable urban developmentgoal. |
关键词 | mental health well-being thermal threshold social media sentiment analysis backgroundclimate economic context |
2023-07-17 | |
DOI | 10.1021/acs.est.3c01765 |
发表期刊 | ENVIRONMENTAL SCIENCE & TECHNOLOGY |
ISSN | 0013-936X |
卷号 | 57期号:30页码:10951-10961 |
期刊论文类型 | 实证研究 |
收录类别 | SCI |
资助项目 | National Natural Science Foundation of China[42171093] ; Scientific and Innovative Action Plan of Shanghai[21ZR1408500] ; Shanghai Pujiang Program[21PJ1401600] |
出版者 | AMER CHEMICAL SOC |
WOS关键词 | AMBIENT-TEMPERATURE ; AIR-POLLUTION ; MENTAL-HEALTH ; CHINA ; INCOME ; WAVES ; RISK ; ADOLESCENTS ; MORTALITY ; EMISSIONS |
WOS研究方向 | Engineering ; Environmental Sciences & Ecology |
WOS类目 | Engineering, Environmental ; Environmental Sciences |
WOS记录号 | WOS:001027376700001 |
WOS分区 | Q1 |
资助机构 | National Natural Science Foundation of China ; Scientific and Innovative Action Plan of Shanghai ; Shanghai Pujiang Program |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/45675 |
专题 | 社会与工程心理学研究室 |
通讯作者 | Yu, Zhaowu |
作者单位 | 1.Fudan Univ, Dept Environm Sci & Engn, Shanghai, Peoples R China 2.Nanjing Forestry Univ, Coll Landscape Architecture, Nanjing 210037, Peoples R China 3.Nanjing Univ, Sch Life Sci, Nanjing 210023, Peoples R China 4.Ecole Polytech Federale Lausanne, Sch Architecture Civil & Environm Engn, Lab Urban & Environm Syst, CH-1015 Lausanne, Switzerland 5.Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China 6.Univ Copenhagen, Fac Sci, Dept Geosci & Nat Resource Management, DK-1958 Copenhagen, 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 Urbanites' Expressed Happiness during the Summer Heat[J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY,2023,57(30):10951-10961. |
APA | Cheng, Yingyi.,Yu, Zhaowu.,Xu, Chi.,Manoli, Gabriele.,Ren, Xiaopeng.,...&Vejre, Henrik.(2023).Climatic and Economic Background Determine the Disparities in Urbanites' Expressed Happiness during the Summer Heat.ENVIRONMENTAL SCIENCE & TECHNOLOGY,57(30),10951-10961. |
MLA | Cheng, Yingyi,et al."Climatic and Economic Background Determine the Disparities in Urbanites' Expressed Happiness during the Summer Heat".ENVIRONMENTAL SCIENCE & TECHNOLOGY 57.30(2023):10951-10961. |
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