Regional ambient temperature is associated with human personality
Human personality traits differ across geographical regions 1 – 5 . However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is asso...
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Published in | Nature human behaviour Vol. 1; no. 12; pp. 890 - 895 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
01.12.2017
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
ISSN | 2397-3374 2397-3374 |
DOI | 10.1038/s41562-017-0240-0 |
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Abstract | Human personality traits differ across geographical regions
1
–
5
. However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals’ habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities (
N
= 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States (
N
= 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality.
Personality traits differ across geographical regions, suggesting a role for environmental factors. Wei, Lu, and colleagues show an association between regional ambient temperature and personality in two large studies conducted in China and the United States. |
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AbstractList | Human personality traits differ across geographical regions1–5. However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals’ habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities (N = 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States (N = 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality.Personality traits differ across geographical regions, suggesting a role for environmental factors. Wei, Lu, and colleagues show an association between regional ambient temperature and personality in two large studies conducted in China and the United States. Human personality traits differ across geographical regions 1-5 . However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals' habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities (N = 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States (N = 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality.Human personality traits differ across geographical regions 1-5 . However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals' habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities (N = 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States (N = 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality. Human personality traits differ across geographical regions 1 – 5 . However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals’ habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities ( N = 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States ( N = 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality. Personality traits differ across geographical regions, suggesting a role for environmental factors. Wei, Lu, and colleagues show an association between regional ambient temperature and personality in two large studies conducted in China and the United States. Human personality traits differ across geographical regions . However, it remains unclear what generates these geographical personality differences. Because humans constantly experience and react to ambient temperature, we propose that temperature is a crucial environmental factor that is associated with individuals' habitual behavioural patterns and, therefore, with fundamental dimensions of personality. To test the relationship between ambient temperature and personality, we conducted two large-scale studies in two geographically large yet culturally distinct countries: China and the United States. Using data from 59 Chinese cities (N = 5,587), multilevel analyses and machine learning analyses revealed that compared with individuals who grew up in regions with less clement temperatures, individuals who grew up in regions with more clement temperatures (that is, closer to 22 °C) scored higher on personality factors related to socialization and stability (agreeableness, conscientiousness, and emotional stability) and personal growth and plasticity (extraversion and openness to experience). These relationships between temperature clemency and personality factors were replicated in a larger dataset of 12,499 ZIP-code level locations (the lowest geographical level feasible) in the United States (N = 1,660,638). Taken together, our findings provide a perspective on how and why personalities vary across geographical regions beyond past theories (subsistence style theory, selective migration theory and pathogen prevalence theory). As climate change continues across the world, we may also observe concomitant changes in human personality. |
Author | Galinsky, Adam D. Zhang, Qi Bai, Qiyu Han, Ying Yuan, Wenjie Potter, Jeff Choe, Yera Gosling, Samuel D. Yu, Kun Wang, Jian Rentfrow, Peter J. Wu, Han Gui, Wenjing Li, Bingtan Shang, Zhe Lv, Meizhen Lu, Jackson G. Guo, Xiao-Yi Lin, Weipeng Guo, Xiang-Qing Guo, Yongyu Han, Yang-Mei Wang, Lei Wei, Wenqi Zhang, Ming Li, Xiaojie |
Author_xml | – sequence: 1 givenname: Wenqi surname: Wei fullname: Wei, Wenqi organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Center for Biomedical Informatics, College of Medicine, Texas A&M University Health Science Center – sequence: 2 givenname: Jackson G. surname: Lu fullname: Lu, Jackson G. organization: Columbia Business School, Columbia University – sequence: 3 givenname: Adam D. surname: Galinsky fullname: Galinsky, Adam D. organization: Columbia Business School, Columbia University – sequence: 4 givenname: Han surname: Wu fullname: Wu, Han organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 5 givenname: Samuel D. surname: Gosling fullname: Gosling, Samuel D. organization: Department of Psychology, University of Texas at Austin, School of Psychological Sciences, University of Melbourne – sequence: 6 givenname: Peter J. surname: Rentfrow fullname: Rentfrow, Peter J. organization: Department of Psychology, University of Cambridge – sequence: 7 givenname: Wenjie surname: Yuan fullname: Yuan, Wenjie organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 8 givenname: Qi surname: Zhang fullname: Zhang, Qi organization: School of Psychology, Liaoning Normal University – sequence: 9 givenname: Yongyu surname: Guo fullname: Guo, Yongyu organization: School of Psychology, Nanjing Normal University – sequence: 10 givenname: Ming surname: Zhang fullname: Zhang, Ming organization: Department of Psychology, Soochow University – sequence: 11 givenname: Wenjing surname: Gui fullname: Gui, Wenjing organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 12 givenname: Xiao-Yi surname: Guo fullname: Guo, Xiao-Yi organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 13 givenname: Jeff surname: Potter fullname: Potter, Jeff organization: Atof Inc – sequence: 14 givenname: Jian surname: Wang fullname: Wang, Jian organization: Wisejoy.com – sequence: 15 givenname: Bingtan surname: Li fullname: Li, Bingtan organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 16 givenname: Xiaojie surname: Li fullname: Li, Xiaojie organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 17 givenname: Yang-Mei surname: Han fullname: Han, Yang-Mei organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 18 givenname: Meizhen surname: Lv fullname: Lv, Meizhen organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 19 givenname: Xiang-Qing surname: Guo fullname: Guo, Xiang-Qing organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 20 givenname: Yera surname: Choe fullname: Choe, Yera organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 21 givenname: Weipeng surname: Lin fullname: Lin, Weipeng organization: Department of Human Resource Management, Business School, Nankai University – sequence: 22 givenname: Kun surname: Yu fullname: Yu, Kun organization: School of Labor and Human Resources, Renmin University of China – sequence: 23 givenname: Qiyu surname: Bai fullname: Bai, Qiyu organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 24 givenname: Zhe surname: Shang fullname: Shang, Zhe organization: Guanghua School of Management, Peking University – sequence: 25 givenname: Ying surname: Han fullname: Han, Ying organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University – sequence: 26 givenname: Lei surname: Wang fullname: Wang, Lei email: leiwang@pku.edu.cn organization: School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31024181$$D View this record in MEDLINE/PubMed |
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Snippet | Human personality traits differ across geographical regions
1
–
5
. However, it remains unclear what generates these geographical personality differences.... Human personality traits differ across geographical regions . However, it remains unclear what generates these geographical personality differences. Because... Human personality traits differ across geographical regions1–5. However, it remains unclear what generates these geographical personality differences. Because... Human personality traits differ across geographical regions 1-5 . However, it remains unclear what generates these geographical personality differences.... |
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SubjectTerms | 631/477/2811 704/844/1759 Adult Agreeableness Behavioral Sciences Biomedical and Life Sciences Change agents China Clemency Climate change Conscientiousness Emotional instability Environmental aspects Experimental Psychology Extraversion Female Humans Letter Life Sciences Machine Learning Male Microeconomics Migration Multilevel Analysis Neurosciences Openness Personal development Personality Personality and Social Psychology Personality tests Personality traits Plasticity Regions Socialization Spatial Analysis Temperature Theory United States Young Adult |
Title | Regional ambient temperature is associated with human personality |
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