Spatial analysis of subjective well-being in Japan
Spatial analysis of subjective well-being in Japan
复制标题
日本主观幸福感的空间分析
DOI：
10.1007/s42081-021-00143-x
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发表时间：
2022
影响因子：
1.3
通讯作者：
Matsuda Yasumasa
中科院分区：
文献类型：
--
作者：
Li Anqi;Sato Takaki;Matsuda Yasumasa
本研究于2019年12月对日本46个都道府县的22,539名受访者进行了调查。我们应用贝叶斯层次模型的自我报告的幸福受访者，假设幸福被分解为区域和个人因素。结果表明，区域异方差和个人因素共同确定，这阐明了日本主观幸福感的有趣特征。从确定的地级区域因素来看，人均社会福利支出（SWE）和森林面积率（RFA）与主观幸福感正相关。首都地区的一些府县在幸福感排名中垫底，与较低的SWE和FRA相关。此外，受2011年海啸和核电站事故破坏的东北地区沿海地区的主观幸福感也相对较低。这一发现表明，这些地区的居民尚未康复，需要额外的精神和身体公共支持。
This study investigates subjective well-being in Japan using a survey of 22,539 respondents in 46 prefectures in December 2019. We applied a Bayesian hierarchical model to the self-reported well-being respondents, supposing that well-being is decomposed into regional and individual factors. As a result, regional heteroscedasticity and individual factors are identified jointly, which clarifies the interesting features of Japanese subjective well-being. From the identified regional factors in prefectural levels, we find that Social Welfare Expenditure (SWE) per capita and Ratio of Forest Area (RFA) are positively related to subjective well-being. Some prefectures in Capital Region, which are at the bottom of happiness ranking, are correlated with lower SWE and FRA. In addition, coastal areas in Tohoku region damaged by the 2011 tsunami and nuclear plant accidents also have relatively lower subjective well-being. This finding suggests that residents in the regions have not recovered and require additional mental and physical public support.
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影响因子：
5.4
作者：
Bardasi, E;Francesconi, M
通讯作者：
Francesconi, M
影响因子：
1.9
作者：
Rasciute, Simona;Downward, Paul
通讯作者：
Downward, Paul
影响因子：
4.6
作者：
Nikolaev, Boris
通讯作者：
Nikolaev, Boris
影响因子：
1.6
作者：
Nikolaev, Boris;Rusakov, Pavel
通讯作者：
Rusakov, Pavel
影响因子：
168.9
作者：
Lim, Stephen S.;Vos, Theo;Flaxman, Abraham D.;Danaei, Goodarz;Shibuya, Kenji;Adair-Rohani, Heather;Amann, Markus;Anderson, H. Ross;Andrews, Kathryn G.;Aryee, Martin;Atkinson, Charles;Bacchus, Loraine J.;Bahalim, Adil N.;Balakrishnan, Kalpana;Balmes, John;Barker-Collo, Suzanne;Baxter, Amanda;Bell, Michelle L.;Blore, Jed D.;Blyth, Fiona;Bonner, Carissa;Borges, Guilherme;Bourne, Rupert;Boussinesq, Michel;Brauer, Michael;Brooks, Peter;Bruce, Nigel G.;Brunekreef, Bert;Bryan-Hancock, Claire;Bucello, Chiara;Buchbinder, Rachelle;Bull, Fiona;Burnett, Richard T.;Byers, Tim E.;Calabria, Bianca;Carapetis, Jonathan;Carnahan, Emily;Chafe, Zoe;Charlson, Fiona;Chen, Honglei;Chen, Jian Shen;Cheng, Andrew Tai-Ann;Child, Jennifer Christine;Cohen, Aaron;Colson, K. Ellicott;Cowie, Benjamin C.;Darby, Sarah;Darling, Susan;Davis, Adrian;Degenhardt, Louisa;Dentener, Frank;Des Jarlais, Don C.;Devries, Karen;Dherani, Mukesh;Ding, Eric L.;Dorsey, E. Ray;Driscoll, Tim;Edmond, Karen;Ali, Suad Eltahir;Engell, Rebecca E.;Erwin, Patricia J.;Fahimi, Saman;Falder, Gail;Farzadfar, Farshad;Ferrari, Alize;Finucane, Mariel M.;Flaxman, Seth;Fowkes, Francis Gerry R.;Freedman, Greg;Freeman, Michael K.;Gakidou, Emmanuela;Ghosh, Santu;Giovannucci, Edward;Gmel, Gerhard;Graham, Kathryn;Grainger, Rebecca;Grant, Bridget;Gunnell, David;Gutierrez, Hialy R.;Hall, Wayne;Hoek, Hans W.;Hogan, Anthony;Hosgood, H. Dean, III;Hoy, Damian;Hu, Howard;Hubbell, Bryan J.;Hutchings, Sally J.;Ibeanusi, Sydney E.;Jacklyn, Gemma L.;Jasrasaria, Rashmi;Jonas, Jost B.;Kan, Haidong;Kanis, John A.;Kassebaum, Nicholas;Kawakami, Norito;Khang, Young-Ho;Khatibzadeh, Shahab;Khoo, Jon-Paul;Kok, Cindy;Laden, Francine;Lalloo, Ratilal;Lan, Qing;Lathlean, Tim;Leasher, Janet L.;Leigh, James;Li, Yang;Lin, John Kent;Lipshultz, Steven E.;London, Stephanie;Lozano, Rafael;Lu, Yuan;Mak, Joelle;Malekzadeh, Reza;Mallinger, Leslie;Marcenes, Wagner;March, Lyn;Marks, Robin;Martin, Randall;McGale, Paul;McGrath, John;Mehta, Sumi;Mensah, George A.;Merriman, Tony R.;Micha, Renata;Michaud, Catherine;Mishra, Vinod;Hanafiah, Khayriyyah Mohd;Mokdad, Ali A.;Morawska, Lidia;Mozaffarian, Dariush;Murphy, Tasha;Naghavi, Mohsen;Neal, Bruce;Nelson, Paul K.;Miquel Nolla, Joan;Norman, Rosana;Olives, Casey;Omer, Saad B.;Orchard, Jessica;Osborne, Richard;Ostro, Bart;Page, Andrew;Pandey, Kiran D.;Parry, Charles D. H.;Passmore, Erin;Patra, Jayadeep;Pearce, Neil;Pelizzari, Pamela M.;Petzold, Max;Phillips, Michael R.;Pope, Dan;Pope, C. Arden, III;Powles, John;Rao, Mayuree;Razavi, Homie;Rehfuess, Eva A.;Rehm, Juergen T.;Ritz, Beate;Rivara, Frederick P.;Roberts, Thomas;Robinson, Carolyn;Rodriguez-Portales, Jose A.;Romieu, Isabelle;Room, Robin;Rosenfeld, Lisa C.;Roy, Ananya;Rushton, Lesley;Salomon, Joshua A.;Sampson, Uchechukwu;Sanchez-Riera, Lidia;Sanman, Ella;Sapkota, Amir;Seedat, Soraya;Shi, Peilin;Shield, Kevin;Shivakoti, Rupak;Singh, Gitanjali M.;Sleet, David A.;Smith, Emma;Smith, Kirk R.;Stapelberg, Nicolas J. C.;Steenland, Kyle;Stoeckl, Heidi;Stovner, Lars Jacob;Straif, Kurt;Straney, Lahn;Thurston, George D.;Tran, Jimmy H.;Van Dingenen, Rita;van Donkelaar, Aaron;Veerman, J. Lennert;Vijayakumar, Lakshmi;Weintraub, Robert;Weissman, Myrna M.;White, Richard A.;Whiteford, Harvey;Wiersma, Steven T.;Wilkinson, James D.;Williams, Hywel C.;Williams, Warwick;Wilson, Nicholas;Woolf, Anthony D.;Yip, Paul;Zielinski, Jan M.;Lopez, Alan D.;Murray, Christopher J. L.;Ezzati, Majid
通讯作者：
Ezzati, Majid