Regional ambient temperature is associated with human personality View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2017-12

AUTHORS

Wenqi Wei, Jackson G. Lu, Adam D. Galinsky, Han Wu, Samuel D. Gosling, Peter J. Rentfrow, Wenjie Yuan, Qi Zhang, Yongyu Guo, Ming Zhang, Wenjing Gui, Xiao-Yi Guo, Jeff Potter, Jian Wang, Bingtan Li, Xiaojie Li, Yang-Mei Han, Meizhen Lv, Xiang-Qing Guo, Yera Choe, Weipeng Lin, Kun Yu, Qiyu Bai, Zhe Shang, Ying Han, Lei Wang

ABSTRACT

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. More... »

PAGES

890-895

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41562-017-0240-0

DOI

http://dx.doi.org/10.1038/s41562-017-0240-0

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1092917906


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1604", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Human Geography", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/16", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Studies in Human Society", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "Texas A&M Health Science Center", 
          "id": "https://www.grid.ac/institutes/grid.416970.d", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China", 
            "Center for Biomedical Informatics, College of Medicine, Texas A&M University Health Science Center, Bryan, TX, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wei", 
        "givenName": "Wenqi", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Columbia University", 
          "id": "https://www.grid.ac/institutes/grid.21729.3f", 
          "name": [
            "Columbia Business School, Columbia University, New York, NY, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lu", 
        "givenName": "Jackson G.", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Columbia University", 
          "id": "https://www.grid.ac/institutes/grid.21729.3f", 
          "name": [
            "Columbia Business School, Columbia University, New York, NY, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Galinsky", 
        "givenName": "Adam D.", 
        "id": "sg:person.0741156655.76", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0741156655.76"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wu", 
        "givenName": "Han", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Melbourne", 
          "id": "https://www.grid.ac/institutes/grid.1008.9", 
          "name": [
            "Department of Psychology, University of Texas at Austin, Austin, TX, USA", 
            "School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gosling", 
        "givenName": "Samuel D.", 
        "id": "sg:person.0632754456.59", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0632754456.59"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Cambridge", 
          "id": "https://www.grid.ac/institutes/grid.5335.0", 
          "name": [
            "Department of Psychology, University of Cambridge, Cambridge, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Rentfrow", 
        "givenName": "Peter J.", 
        "id": "sg:person.01137201064.36", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01137201064.36"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Yuan", 
        "givenName": "Wenjie", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Liaoning Normal University", 
          "id": "https://www.grid.ac/institutes/grid.440818.1", 
          "name": [
            "School of Psychology, Liaoning Normal University, Dalian, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Zhang", 
        "givenName": "Qi", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Nanjing Normal University", 
          "id": "https://www.grid.ac/institutes/grid.260474.3", 
          "name": [
            "School of Psychology, Nanjing Normal University, Nanjing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Guo", 
        "givenName": "Yongyu", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Soochow University", 
          "id": "https://www.grid.ac/institutes/grid.263761.7", 
          "name": [
            "Department of Psychology, Soochow University, Suzhou, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Zhang", 
        "givenName": "Ming", 
        "id": "sg:person.0717753031.15", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0717753031.15"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gui", 
        "givenName": "Wenjing", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Guo", 
        "givenName": "Xiao-Yi", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Atof Inc., Cambridge, MA, USA"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Potter", 
        "givenName": "Jeff", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "name": [
            "Wisejoy.com, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wang", 
        "givenName": "Jian", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Li", 
        "givenName": "Bingtan", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Li", 
        "givenName": "Xiaojie", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Han", 
        "givenName": "Yang-Mei", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lv", 
        "givenName": "Meizhen", 
        "id": "sg:person.013224502367.01", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013224502367.01"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Guo", 
        "givenName": "Xiang-Qing", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Choe", 
        "givenName": "Yera", 
        "id": "sg:person.010050105713.07", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010050105713.07"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Nankai University", 
          "id": "https://www.grid.ac/institutes/grid.216938.7", 
          "name": [
            "Department of Human Resource Management, Business School, Nankai University, Tianjin, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Lin", 
        "givenName": "Weipeng", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Renmin University of China", 
          "id": "https://www.grid.ac/institutes/grid.24539.39", 
          "name": [
            "School of Labor and Human Resources, Renmin University of China, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Yu", 
        "givenName": "Kun", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bai", 
        "givenName": "Qiyu", 
        "id": "sg:person.015340212707.72", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015340212707.72"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "Guanghua School of Management, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Shang", 
        "givenName": "Zhe", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Han", 
        "givenName": "Ying", 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peking University", 
          "id": "https://www.grid.ac/institutes/grid.11135.37", 
          "name": [
            "School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Wang", 
        "givenName": "Lei", 
        "id": "sg:person.01107655103.31", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01107655103.31"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1002/per.647", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1001528574"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1069397103259443", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002400109"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1069397103259443", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002400109"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.94.4.718", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1002955396"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1098/rspb.2002.2067", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003243371"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/a0032275", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1003408800"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1146/annurev.psych.53.100901.135200", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1004293141"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1073/pnas.0803874105", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1005477000"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022106297299", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006025272"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022106297299", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006025272"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.91.6.1138", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006640376"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0146167211407075", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007203335"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0146167211407075", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007203335"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.73.6.1246", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1009798988"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.3389/fpsyg.2015.00464", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1011879387"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022103260382", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012582519"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022103260382", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012582519"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/a0024004", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012966999"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0033-2909.132.1.1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1017932839"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0033-2909.132.1.1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1017932839"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1080/00208825.1980.11656300", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1018595327"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022106297298", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023025724"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022106297298", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1023025724"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.37.11.1947", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1026005516"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.jesp.2016.12.001", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1035596973"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/1040-3590.4.1.26", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1037150280"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022112463605", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1037777520"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/0022022112463605", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1037777520"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.puhe.2007.04.009", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041816409"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1207/s15327965pli1202_01", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1043225813"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1017/s0140525x12002828", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047181612"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1017/s0140525x12002828", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047181612"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.89.3.407", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1053210020"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1037/0022-3514.89.3.407", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1053210020"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1745-6924.2008.00084.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1061949327"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1745-6924.2008.00084.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1061949327"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1126/science.1246850", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1062469182"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2307/1127388", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069380749"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2307/2094589", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1069756540"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1948550617712032", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1090090459"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/1948550617712032", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1090090459"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2017-12", 
    "datePublishedReg": "2017-12-01", 
    "description": "Human personality traits differ across geographical regions1\u20135. 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\u2019 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 \u00b0C) 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.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1038/s41562-017-0240-0", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": false, 
    "isFundedItemOf": [
      {
        "id": "sg:grant.7193359", 
        "type": "MonetaryGrant"
      }, 
      {
        "id": "sg:grant.7203339", 
        "type": "MonetaryGrant"
      }
    ], 
    "isPartOf": [
      {
        "id": "sg:journal.1284453", 
        "issn": [
          "2397-3374"
        ], 
        "name": "Nature Human Behaviour", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "12", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "1"
      }
    ], 
    "name": "Regional ambient temperature is associated with human personality", 
    "pagination": "890-895", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "c2feedf784dfd1dd2aa121bce67dddf11adb4085bf9e30bb60ae53b6f1f06b97"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1038/s41562-017-0240-0"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1092917906"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1038/s41562-017-0240-0", 
      "https://app.dimensions.ai/details/publication/pub.1092917906"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-10T22:27", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8690_00000493.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "https://www.nature.com/articles/s41562-017-0240-0"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1038/s41562-017-0240-0'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/s41562-017-0240-0'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/s41562-017-0240-0'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/s41562-017-0240-0'


 

This table displays all metadata directly associated to this object as RDF triples.

345 TRIPLES      21 PREDICATES      57 URIs      19 LITERALS      7 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1038/s41562-017-0240-0 schema:about anzsrc-for:16
2 anzsrc-for:1604
3 schema:author N8e613f7a6b0d4b89b7097ccd01387ba0
4 schema:citation https://doi.org/10.1002/per.647
5 https://doi.org/10.1016/j.jesp.2016.12.001
6 https://doi.org/10.1016/j.puhe.2007.04.009
7 https://doi.org/10.1017/s0140525x12002828
8 https://doi.org/10.1037/0022-3514.37.11.1947
9 https://doi.org/10.1037/0022-3514.73.6.1246
10 https://doi.org/10.1037/0022-3514.89.3.407
11 https://doi.org/10.1037/0022-3514.91.6.1138
12 https://doi.org/10.1037/0022-3514.94.4.718
13 https://doi.org/10.1037/0033-2909.132.1.1
14 https://doi.org/10.1037/1040-3590.4.1.26
15 https://doi.org/10.1037/a0024004
16 https://doi.org/10.1037/a0032275
17 https://doi.org/10.1073/pnas.0803874105
18 https://doi.org/10.1080/00208825.1980.11656300
19 https://doi.org/10.1098/rspb.2002.2067
20 https://doi.org/10.1111/j.1745-6924.2008.00084.x
21 https://doi.org/10.1126/science.1246850
22 https://doi.org/10.1146/annurev.psych.53.100901.135200
23 https://doi.org/10.1177/0022022103260382
24 https://doi.org/10.1177/0022022106297298
25 https://doi.org/10.1177/0022022106297299
26 https://doi.org/10.1177/0022022112463605
27 https://doi.org/10.1177/0146167211407075
28 https://doi.org/10.1177/1069397103259443
29 https://doi.org/10.1177/1948550617712032
30 https://doi.org/10.1207/s15327965pli1202_01
31 https://doi.org/10.2307/1127388
32 https://doi.org/10.2307/2094589
33 https://doi.org/10.3389/fpsyg.2015.00464
34 schema:datePublished 2017-12
35 schema:datePublishedReg 2017-12-01
36 schema:description 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.
37 schema:genre research_article
38 schema:inLanguage en
39 schema:isAccessibleForFree false
40 schema:isPartOf N6242b7257ab544f98c479aa2878af482
41 Ndaf8df367b9341ac9aad50f4e84171f1
42 sg:journal.1284453
43 schema:name Regional ambient temperature is associated with human personality
44 schema:pagination 890-895
45 schema:productId N38f2e4f6a4b2442ca49c1908d7a55faa
46 Nba8ea52160ad461ba2f38778a0ccec06
47 Nf5723414e0a648c49890d5f692cfabf8
48 schema:sameAs https://app.dimensions.ai/details/publication/pub.1092917906
49 https://doi.org/10.1038/s41562-017-0240-0
50 schema:sdDatePublished 2019-04-10T22:27
51 schema:sdLicense https://scigraph.springernature.com/explorer/license/
52 schema:sdPublisher N041c7bba5d5c48b186a7d5c92cb07773
53 schema:url https://www.nature.com/articles/s41562-017-0240-0
54 sgo:license sg:explorer/license/
55 sgo:sdDataset articles
56 rdf:type schema:ScholarlyArticle
57 N041c7bba5d5c48b186a7d5c92cb07773 schema:name Springer Nature - SN SciGraph project
58 rdf:type schema:Organization
59 N155c78d8edf340feb13eb645567f82a9 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
60 schema:familyName Shang
61 schema:givenName Zhe
62 rdf:type schema:Person
63 N1972c3d9328645acb943f8f6112c5301 rdf:first sg:person.010050105713.07
64 rdf:rest N58bde2e9560c464da47ca08749efccb4
65 N1af2e9121a78406eac7a406c62b87a11 rdf:first Na51e44913d1d4e60bfbaa5109c00db1b
66 rdf:rest N97576f7051f144b48181e16fbc779e82
67 N254f45d4ef714959865498cb1fea0556 rdf:first sg:person.01137201064.36
68 rdf:rest Na15d879095af4bb7a20eccf1b27f364f
69 N2838a3dded194fd7b7508db338b24736 rdf:first N40addfbb98924ffb8f8855918206c8e2
70 rdf:rest N1972c3d9328645acb943f8f6112c5301
71 N38f2e4f6a4b2442ca49c1908d7a55faa schema:name dimensions_id
72 schema:value pub.1092917906
73 rdf:type schema:PropertyValue
74 N40addfbb98924ffb8f8855918206c8e2 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
75 schema:familyName Guo
76 schema:givenName Xiang-Qing
77 rdf:type schema:Person
78 N4452594d094447418257ae8e19022f39 schema:name Wisejoy.com, Beijing, China
79 rdf:type schema:Organization
80 N47edacce853f4d8eb645f3885dcaa3e5 rdf:first sg:person.01107655103.31
81 rdf:rest rdf:nil
82 N563205b48c8b4c1395f20fdc49cb6b71 rdf:first N7aba5a169e3344df92a46b91e98fe363
83 rdf:rest N9154ad4098a74d0db1de97c7553169c6
84 N58bde2e9560c464da47ca08749efccb4 rdf:first Nb9e09b740ffd470199318907141d549f
85 rdf:rest N1af2e9121a78406eac7a406c62b87a11
86 N5b36bca0ddd840d583a27a05d978c8be schema:affiliation https://www.grid.ac/institutes/grid.21729.3f
87 schema:familyName Lu
88 schema:givenName Jackson G.
89 rdf:type schema:Person
90 N5c4b762e5f12479cb63e7b32995f5a69 schema:affiliation https://www.grid.ac/institutes/grid.260474.3
91 schema:familyName Guo
92 schema:givenName Yongyu
93 rdf:type schema:Person
94 N6242b7257ab544f98c479aa2878af482 schema:volumeNumber 1
95 rdf:type schema:PublicationVolume
96 N67be45241f3b448a89f070c406534799 rdf:first Nda076f8bd00049dfb6a7deb63edee43a
97 rdf:rest N47edacce853f4d8eb645f3885dcaa3e5
98 N6f93512e305e400fb71a57b44381a432 rdf:first Nf00dcb9e48ef4635a27a96f261129c5d
99 rdf:rest N866ba892dc7e44869f6d3d056bbc7e47
100 N7465171f8f994283adac0bcf259e7b8a schema:affiliation N7de849e2a2ea4335a86329a99ea2c24c
101 schema:familyName Potter
102 schema:givenName Jeff
103 rdf:type schema:Person
104 N7aba5a169e3344df92a46b91e98fe363 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
105 schema:familyName Li
106 schema:givenName Bingtan
107 rdf:type schema:Person
108 N7de849e2a2ea4335a86329a99ea2c24c schema:name Atof Inc., Cambridge, MA, USA
109 rdf:type schema:Organization
110 N849d403744b74c8cbd0b6feddf1581c7 rdf:first Nb8de3584e73048d4a8bb2305c622e693
111 rdf:rest Nbdf43476d2814e19ba987a2f55ce420d
112 N866ba892dc7e44869f6d3d056bbc7e47 rdf:first N7465171f8f994283adac0bcf259e7b8a
113 rdf:rest Nc36ee15a33e34432ba34a1c02d86608c
114 N8aa3afc3ffd84d72991542c48f9b5b5b schema:affiliation https://www.grid.ac/institutes/grid.416970.d
115 schema:familyName Wei
116 schema:givenName Wenqi
117 rdf:type schema:Person
118 N8dc967b2361245d4bb15f073244958d1 rdf:first sg:person.0717753031.15
119 rdf:rest Nb5013abb853c442f9677787f04f3bbd8
120 N8e613f7a6b0d4b89b7097ccd01387ba0 rdf:first N8aa3afc3ffd84d72991542c48f9b5b5b
121 rdf:rest Nb50ab549448b4fcfad83dbafd6da8ccd
122 N8ece8687ce2d4672a7292933ef6d71fd rdf:first sg:person.013224502367.01
123 rdf:rest N2838a3dded194fd7b7508db338b24736
124 N90fe4dd071ad465a80c1611a1525341a rdf:first Nacb5f6a2fae3428cb840f3b6f7964e25
125 rdf:rest Ne0cdd8d71284416eacf94897068322f5
126 N9154ad4098a74d0db1de97c7553169c6 rdf:first Nbd7e227abba7466faf092e9f112d3f5f
127 rdf:rest Nb3c8d86e4ddb4e9e8a58398a9830e0dc
128 N97576f7051f144b48181e16fbc779e82 rdf:first sg:person.015340212707.72
129 rdf:rest Nb8313e166c12410fbf6cb75e8f7b824f
130 N9c29e02db10e4bfb8b130c4cdb89af7f schema:affiliation N4452594d094447418257ae8e19022f39
131 schema:familyName Wang
132 schema:givenName Jian
133 rdf:type schema:Person
134 Na15d879095af4bb7a20eccf1b27f364f rdf:first Ne88b0b511f924a91b200841185151c8d
135 rdf:rest N90fe4dd071ad465a80c1611a1525341a
136 Na41a5cbaafbb4a4e9f8ebe188a32674e rdf:first sg:person.0741156655.76
137 rdf:rest N849d403744b74c8cbd0b6feddf1581c7
138 Na51e44913d1d4e60bfbaa5109c00db1b schema:affiliation https://www.grid.ac/institutes/grid.24539.39
139 schema:familyName Yu
140 schema:givenName Kun
141 rdf:type schema:Person
142 Nacb5f6a2fae3428cb840f3b6f7964e25 schema:affiliation https://www.grid.ac/institutes/grid.440818.1
143 schema:familyName Zhang
144 schema:givenName Qi
145 rdf:type schema:Person
146 Nb3c8d86e4ddb4e9e8a58398a9830e0dc rdf:first Nfdad7e52aa114f9e8cfa78d2cdd5ed8c
147 rdf:rest N8ece8687ce2d4672a7292933ef6d71fd
148 Nb5013abb853c442f9677787f04f3bbd8 rdf:first Nb9a96999af5b4438942d9523d793674a
149 rdf:rest N6f93512e305e400fb71a57b44381a432
150 Nb50ab549448b4fcfad83dbafd6da8ccd rdf:first N5b36bca0ddd840d583a27a05d978c8be
151 rdf:rest Na41a5cbaafbb4a4e9f8ebe188a32674e
152 Nb8313e166c12410fbf6cb75e8f7b824f rdf:first N155c78d8edf340feb13eb645567f82a9
153 rdf:rest N67be45241f3b448a89f070c406534799
154 Nb8de3584e73048d4a8bb2305c622e693 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
155 schema:familyName Wu
156 schema:givenName Han
157 rdf:type schema:Person
158 Nb9a96999af5b4438942d9523d793674a schema:affiliation https://www.grid.ac/institutes/grid.11135.37
159 schema:familyName Gui
160 schema:givenName Wenjing
161 rdf:type schema:Person
162 Nb9e09b740ffd470199318907141d549f schema:affiliation https://www.grid.ac/institutes/grid.216938.7
163 schema:familyName Lin
164 schema:givenName Weipeng
165 rdf:type schema:Person
166 Nba8ea52160ad461ba2f38778a0ccec06 schema:name readcube_id
167 schema:value c2feedf784dfd1dd2aa121bce67dddf11adb4085bf9e30bb60ae53b6f1f06b97
168 rdf:type schema:PropertyValue
169 Nbd7e227abba7466faf092e9f112d3f5f schema:affiliation https://www.grid.ac/institutes/grid.11135.37
170 schema:familyName Li
171 schema:givenName Xiaojie
172 rdf:type schema:Person
173 Nbdf43476d2814e19ba987a2f55ce420d rdf:first sg:person.0632754456.59
174 rdf:rest N254f45d4ef714959865498cb1fea0556
175 Nc36ee15a33e34432ba34a1c02d86608c rdf:first N9c29e02db10e4bfb8b130c4cdb89af7f
176 rdf:rest N563205b48c8b4c1395f20fdc49cb6b71
177 Nda076f8bd00049dfb6a7deb63edee43a schema:affiliation https://www.grid.ac/institutes/grid.11135.37
178 schema:familyName Han
179 schema:givenName Ying
180 rdf:type schema:Person
181 Ndaf8df367b9341ac9aad50f4e84171f1 schema:issueNumber 12
182 rdf:type schema:PublicationIssue
183 Ne0cdd8d71284416eacf94897068322f5 rdf:first N5c4b762e5f12479cb63e7b32995f5a69
184 rdf:rest N8dc967b2361245d4bb15f073244958d1
185 Ne88b0b511f924a91b200841185151c8d schema:affiliation https://www.grid.ac/institutes/grid.11135.37
186 schema:familyName Yuan
187 schema:givenName Wenjie
188 rdf:type schema:Person
189 Nf00dcb9e48ef4635a27a96f261129c5d schema:affiliation https://www.grid.ac/institutes/grid.11135.37
190 schema:familyName Guo
191 schema:givenName Xiao-Yi
192 rdf:type schema:Person
193 Nf5723414e0a648c49890d5f692cfabf8 schema:name doi
194 schema:value 10.1038/s41562-017-0240-0
195 rdf:type schema:PropertyValue
196 Nfdad7e52aa114f9e8cfa78d2cdd5ed8c schema:affiliation https://www.grid.ac/institutes/grid.11135.37
197 schema:familyName Han
198 schema:givenName Yang-Mei
199 rdf:type schema:Person
200 anzsrc-for:16 schema:inDefinedTermSet anzsrc-for:
201 schema:name Studies in Human Society
202 rdf:type schema:DefinedTerm
203 anzsrc-for:1604 schema:inDefinedTermSet anzsrc-for:
204 schema:name Human Geography
205 rdf:type schema:DefinedTerm
206 sg:grant.7193359 http://pending.schema.org/fundedItem sg:pub.10.1038/s41562-017-0240-0
207 rdf:type schema:MonetaryGrant
208 sg:grant.7203339 http://pending.schema.org/fundedItem sg:pub.10.1038/s41562-017-0240-0
209 rdf:type schema:MonetaryGrant
210 sg:journal.1284453 schema:issn 2397-3374
211 schema:name Nature Human Behaviour
212 rdf:type schema:Periodical
213 sg:person.010050105713.07 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
214 schema:familyName Choe
215 schema:givenName Yera
216 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010050105713.07
217 rdf:type schema:Person
218 sg:person.01107655103.31 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
219 schema:familyName Wang
220 schema:givenName Lei
221 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01107655103.31
222 rdf:type schema:Person
223 sg:person.01137201064.36 schema:affiliation https://www.grid.ac/institutes/grid.5335.0
224 schema:familyName Rentfrow
225 schema:givenName Peter J.
226 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01137201064.36
227 rdf:type schema:Person
228 sg:person.013224502367.01 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
229 schema:familyName Lv
230 schema:givenName Meizhen
231 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013224502367.01
232 rdf:type schema:Person
233 sg:person.015340212707.72 schema:affiliation https://www.grid.ac/institutes/grid.11135.37
234 schema:familyName Bai
235 schema:givenName Qiyu
236 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015340212707.72
237 rdf:type schema:Person
238 sg:person.0632754456.59 schema:affiliation https://www.grid.ac/institutes/grid.1008.9
239 schema:familyName Gosling
240 schema:givenName Samuel D.
241 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0632754456.59
242 rdf:type schema:Person
243 sg:person.0717753031.15 schema:affiliation https://www.grid.ac/institutes/grid.263761.7
244 schema:familyName Zhang
245 schema:givenName Ming
246 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0717753031.15
247 rdf:type schema:Person
248 sg:person.0741156655.76 schema:affiliation https://www.grid.ac/institutes/grid.21729.3f
249 schema:familyName Galinsky
250 schema:givenName Adam D.
251 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0741156655.76
252 rdf:type schema:Person
253 https://doi.org/10.1002/per.647 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001528574
254 rdf:type schema:CreativeWork
255 https://doi.org/10.1016/j.jesp.2016.12.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035596973
256 rdf:type schema:CreativeWork
257 https://doi.org/10.1016/j.puhe.2007.04.009 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041816409
258 rdf:type schema:CreativeWork
259 https://doi.org/10.1017/s0140525x12002828 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047181612
260 rdf:type schema:CreativeWork
261 https://doi.org/10.1037/0022-3514.37.11.1947 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026005516
262 rdf:type schema:CreativeWork
263 https://doi.org/10.1037/0022-3514.73.6.1246 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009798988
264 rdf:type schema:CreativeWork
265 https://doi.org/10.1037/0022-3514.89.3.407 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053210020
266 rdf:type schema:CreativeWork
267 https://doi.org/10.1037/0022-3514.91.6.1138 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006640376
268 rdf:type schema:CreativeWork
269 https://doi.org/10.1037/0022-3514.94.4.718 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002955396
270 rdf:type schema:CreativeWork
271 https://doi.org/10.1037/0033-2909.132.1.1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1017932839
272 rdf:type schema:CreativeWork
273 https://doi.org/10.1037/1040-3590.4.1.26 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037150280
274 rdf:type schema:CreativeWork
275 https://doi.org/10.1037/a0024004 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012966999
276 rdf:type schema:CreativeWork
277 https://doi.org/10.1037/a0032275 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003408800
278 rdf:type schema:CreativeWork
279 https://doi.org/10.1073/pnas.0803874105 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005477000
280 rdf:type schema:CreativeWork
281 https://doi.org/10.1080/00208825.1980.11656300 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018595327
282 rdf:type schema:CreativeWork
283 https://doi.org/10.1098/rspb.2002.2067 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003243371
284 rdf:type schema:CreativeWork
285 https://doi.org/10.1111/j.1745-6924.2008.00084.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1061949327
286 rdf:type schema:CreativeWork
287 https://doi.org/10.1126/science.1246850 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062469182
288 rdf:type schema:CreativeWork
289 https://doi.org/10.1146/annurev.psych.53.100901.135200 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004293141
290 rdf:type schema:CreativeWork
291 https://doi.org/10.1177/0022022103260382 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012582519
292 rdf:type schema:CreativeWork
293 https://doi.org/10.1177/0022022106297298 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023025724
294 rdf:type schema:CreativeWork
295 https://doi.org/10.1177/0022022106297299 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006025272
296 rdf:type schema:CreativeWork
297 https://doi.org/10.1177/0022022112463605 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037777520
298 rdf:type schema:CreativeWork
299 https://doi.org/10.1177/0146167211407075 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007203335
300 rdf:type schema:CreativeWork
301 https://doi.org/10.1177/1069397103259443 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002400109
302 rdf:type schema:CreativeWork
303 https://doi.org/10.1177/1948550617712032 schema:sameAs https://app.dimensions.ai/details/publication/pub.1090090459
304 rdf:type schema:CreativeWork
305 https://doi.org/10.1207/s15327965pli1202_01 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043225813
306 rdf:type schema:CreativeWork
307 https://doi.org/10.2307/1127388 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069380749
308 rdf:type schema:CreativeWork
309 https://doi.org/10.2307/2094589 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069756540
310 rdf:type schema:CreativeWork
311 https://doi.org/10.3389/fpsyg.2015.00464 schema:sameAs https://app.dimensions.ai/details/publication/pub.1011879387
312 rdf:type schema:CreativeWork
313 https://www.grid.ac/institutes/grid.1008.9 schema:alternateName University of Melbourne
314 schema:name Department of Psychology, University of Texas at Austin, Austin, TX, USA
315 School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
316 rdf:type schema:Organization
317 https://www.grid.ac/institutes/grid.11135.37 schema:alternateName Peking University
318 schema:name Guanghua School of Management, Peking University, Beijing, China
319 School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China
320 rdf:type schema:Organization
321 https://www.grid.ac/institutes/grid.216938.7 schema:alternateName Nankai University
322 schema:name Department of Human Resource Management, Business School, Nankai University, Tianjin, China
323 rdf:type schema:Organization
324 https://www.grid.ac/institutes/grid.21729.3f schema:alternateName Columbia University
325 schema:name Columbia Business School, Columbia University, New York, NY, USA
326 rdf:type schema:Organization
327 https://www.grid.ac/institutes/grid.24539.39 schema:alternateName Renmin University of China
328 schema:name School of Labor and Human Resources, Renmin University of China, Beijing, China
329 rdf:type schema:Organization
330 https://www.grid.ac/institutes/grid.260474.3 schema:alternateName Nanjing Normal University
331 schema:name School of Psychology, Nanjing Normal University, Nanjing, China
332 rdf:type schema:Organization
333 https://www.grid.ac/institutes/grid.263761.7 schema:alternateName Soochow University
334 schema:name Department of Psychology, Soochow University, Suzhou, China
335 rdf:type schema:Organization
336 https://www.grid.ac/institutes/grid.416970.d schema:alternateName Texas A&M Health Science Center
337 schema:name Center for Biomedical Informatics, College of Medicine, Texas A&M University Health Science Center, Bryan, TX, USA
338 School of Psychological and Cognitive Sciences and Beijing Key Laboratory for Behavior and Mental Health, Peking University, Beijing, China
339 rdf:type schema:Organization
340 https://www.grid.ac/institutes/grid.440818.1 schema:alternateName Liaoning Normal University
341 schema:name School of Psychology, Liaoning Normal University, Dalian, China
342 rdf:type schema:Organization
343 https://www.grid.ac/institutes/grid.5335.0 schema:alternateName University of Cambridge
344 schema:name Department of Psychology, University of Cambridge, Cambridge, UK
345 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...