Regional Personality Differences Predict Variation in Early COVID-19 Infections and Mobility Patterns Indicative of Social Distancing
The early stages of the COVID-19 pandemic revealed stark regional variation in the spread of the virus. While previous research has highlighted the impact of regional differences in sociodemographic and economic factors, we argue that regional differences in social and compliance behaviors-the very...
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Veröffentlicht in: | Journal of personality and social psychology 2023-04, Vol.124 (4), p.848-872 |
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description | The early stages of the COVID-19 pandemic revealed stark regional variation in the spread of the virus. While previous research has highlighted the impact of regional differences in sociodemographic and economic factors, we argue that regional differences in social and compliance behaviors-the very behaviors through which the virus is transmitted-are critical drivers of the spread of COVID-19, particularly in the early stages of the pandemic. Combining self-reported personality data that capture individual differences in these behaviors (3.5 million people) with COVID-19 prevalence and mortality rates as well as behavioral mobility observations (29 million people) in the United States and Germany, we show that regional personality differences can help explain the early transmission of COVID-19; this is true even after controlling for a wide array of important sociodemographic, economic, and pandemic-related factors. We use specification curve analyses to test the effects of regional personality in a robust and unbiased way. The results indicate that in the early stages of COVID-19, Openness to experience acted as a risk factor, while Neuroticism acted as a protective factor. The findings also highlight the complexity of the pandemic by showing that the effects of regional personality can differ (a) across countries (Extraversion), (b) over time (Openness), and (c) from those previously observed at the individual level (Agreeableness and Conscientiousness). Taken together, our findings support the importance of regional personality differences in the early spread of COVID-19, but they also caution against oversimplified answers to phenomena as complex as a global pandemic. |
doi_str_mv | 10.1037/pspp0000439 |
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Jason ; Gosling, Samuel D. ; Obschonka, Martin ; Ames, Daniel ; Potter, Jeff ; Matz, Sandra C.</creator><contributor>Lucas, Richard E</contributor><creatorcontrib>Peters, Heinrich ; Götz, Friedrich M. ; Ebert, Tobias ; Müller, Sandrine R. ; Rentfrow, P. Jason ; Gosling, Samuel D. ; Obschonka, Martin ; Ames, Daniel ; Potter, Jeff ; Matz, Sandra C. ; Lucas, Richard E</creatorcontrib><description>The early stages of the COVID-19 pandemic revealed stark regional variation in the spread of the virus. While previous research has highlighted the impact of regional differences in sociodemographic and economic factors, we argue that regional differences in social and compliance behaviors-the very behaviors through which the virus is transmitted-are critical drivers of the spread of COVID-19, particularly in the early stages of the pandemic. Combining self-reported personality data that capture individual differences in these behaviors (3.5 million people) with COVID-19 prevalence and mortality rates as well as behavioral mobility observations (29 million people) in the United States and Germany, we show that regional personality differences can help explain the early transmission of COVID-19; this is true even after controlling for a wide array of important sociodemographic, economic, and pandemic-related factors. We use specification curve analyses to test the effects of regional personality in a robust and unbiased way. The results indicate that in the early stages of COVID-19, Openness to experience acted as a risk factor, while Neuroticism acted as a protective factor. The findings also highlight the complexity of the pandemic by showing that the effects of regional personality can differ (a) across countries (Extraversion), (b) over time (Openness), and (c) from those previously observed at the individual level (Agreeableness and Conscientiousness). Taken together, our findings support the importance of regional personality differences in the early spread of COVID-19, but they also caution against oversimplified answers to phenomena as complex as a global pandemic.</description><identifier>ISSN: 0022-3514</identifier><identifier>EISSN: 1939-1315</identifier><identifier>DOI: 10.1037/pspp0000439</identifier><identifier>PMID: 36136788</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Agreeableness ; Behavior ; Bias ; Conscientiousness ; Coronaviruses ; COVID-19 ; COVID-19 - epidemiology ; Disease transmission ; Economic factors ; Extraversion ; Female ; Five Factor Personality Model ; Human ; Humans ; Individual differences ; Infectious Disorders ; Male ; Mobility ; Mortality rates ; Neuroticism ; Openness ; Pandemics ; Personality ; Personality Differences ; Personality Disorders ; Physical Distancing ; Physical Mobility ; Protective factors ; Regional differences ; Regional variations ; Regions ; Risk factors ; Sociodemographics ; Specification ; United States - epidemiology ; Viruses</subject><ispartof>Journal of personality and social psychology, 2023-04, Vol.124 (4), p.848-872</ispartof><rights>2022 American Psychological Association</rights><rights>2022, American Psychological Association</rights><rights>Copyright American Psychological Association Apr 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a403t-8a2054b5e5fccd4b8f89b26dbe8cb3ba8096c795e95aaee2bf83e0ca34fb11fa3</citedby><orcidid>0000-0002-0571-6388 ; 0000-0002-0853-7166 ; 0000-0001-8970-591X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,30999,33774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36136788$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Lucas, Richard E</contributor><creatorcontrib>Peters, Heinrich</creatorcontrib><creatorcontrib>Götz, Friedrich M.</creatorcontrib><creatorcontrib>Ebert, Tobias</creatorcontrib><creatorcontrib>Müller, Sandrine R.</creatorcontrib><creatorcontrib>Rentfrow, P. Jason</creatorcontrib><creatorcontrib>Gosling, Samuel D.</creatorcontrib><creatorcontrib>Obschonka, Martin</creatorcontrib><creatorcontrib>Ames, Daniel</creatorcontrib><creatorcontrib>Potter, Jeff</creatorcontrib><creatorcontrib>Matz, Sandra C.</creatorcontrib><title>Regional Personality Differences Predict Variation in Early COVID-19 Infections and Mobility Patterns Indicative of Social Distancing</title><title>Journal of personality and social psychology</title><addtitle>J Pers Soc Psychol</addtitle><description>The early stages of the COVID-19 pandemic revealed stark regional variation in the spread of the virus. While previous research has highlighted the impact of regional differences in sociodemographic and economic factors, we argue that regional differences in social and compliance behaviors-the very behaviors through which the virus is transmitted-are critical drivers of the spread of COVID-19, particularly in the early stages of the pandemic. Combining self-reported personality data that capture individual differences in these behaviors (3.5 million people) with COVID-19 prevalence and mortality rates as well as behavioral mobility observations (29 million people) in the United States and Germany, we show that regional personality differences can help explain the early transmission of COVID-19; this is true even after controlling for a wide array of important sociodemographic, economic, and pandemic-related factors. We use specification curve analyses to test the effects of regional personality in a robust and unbiased way. The results indicate that in the early stages of COVID-19, Openness to experience acted as a risk factor, while Neuroticism acted as a protective factor. The findings also highlight the complexity of the pandemic by showing that the effects of regional personality can differ (a) across countries (Extraversion), (b) over time (Openness), and (c) from those previously observed at the individual level (Agreeableness and Conscientiousness). Taken together, our findings support the importance of regional personality differences in the early spread of COVID-19, but they also caution against oversimplified answers to phenomena as complex as a global pandemic.</description><subject>Agreeableness</subject><subject>Behavior</subject><subject>Bias</subject><subject>Conscientiousness</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>Disease transmission</subject><subject>Economic factors</subject><subject>Extraversion</subject><subject>Female</subject><subject>Five Factor Personality Model</subject><subject>Human</subject><subject>Humans</subject><subject>Individual differences</subject><subject>Infectious Disorders</subject><subject>Male</subject><subject>Mobility</subject><subject>Mortality rates</subject><subject>Neuroticism</subject><subject>Openness</subject><subject>Pandemics</subject><subject>Personality</subject><subject>Personality Differences</subject><subject>Personality Disorders</subject><subject>Physical Distancing</subject><subject>Physical Mobility</subject><subject>Protective factors</subject><subject>Regional differences</subject><subject>Regional variations</subject><subject>Regions</subject><subject>Risk factors</subject><subject>Sociodemographics</subject><subject>Specification</subject><subject>United States - epidemiology</subject><subject>Viruses</subject><issn>0022-3514</issn><issn>1939-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><sourceid>BHHNA</sourceid><recordid>eNp9kU2LFDEQhoMo7rh68i4Bj9qaj053cpSZVQdWdvBjr6GSrixZZrvbJCPMD_B_m3ZW8WQuFVJPPUV4CXnO2RvOZP92zvPM6mmleUBW3EjTcMnVQ7JiTIhGKt6ekSc53y6MEuIxOZMdl12v9Yr8_Iw3cRphT3eY8nKJ5Ug3MQRMOHrMdJdwiL7Qa0gRSmVpHOkFpP2Rrq-ut5uGG7odA_qllymMA_00ufjbs4NSMNXX7VgddfoH0inQL5OPdeMm5gKjj-PNU_IowD7js_t6Tr69v_i6_thcXn3Yrt9dNtAyWRoNgqnWKVTB-6F1OmjjRDc41N5JB5qZzvdGoVEAiMIFLZF5kG1wnAeQ5-TlyTun6fsBc7G30yHVT2cret2pTnHW_5_inTJGKF6pVyfKpynnhMHOKd5BOlrO7BKM_SeYSr-4dx7cHQ5_2T9JVOD1CYAZ6uTRQyrR7zH7Q6pJlMVmuWhta3Wr5S8adppu</recordid><startdate>20230401</startdate><enddate>20230401</enddate><creator>Peters, Heinrich</creator><creator>Götz, Friedrich M.</creator><creator>Ebert, Tobias</creator><creator>Müller, Sandrine R.</creator><creator>Rentfrow, P. Jason</creator><creator>Gosling, Samuel D.</creator><creator>Obschonka, Martin</creator><creator>Ames, Daniel</creator><creator>Potter, Jeff</creator><creator>Matz, Sandra C.</creator><general>American Psychological Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>7QJ</scope><scope>7U4</scope><scope>8BJ</scope><scope>BHHNA</scope><scope>DWI</scope><scope>FQK</scope><scope>JBE</scope><scope>WZK</scope><orcidid>https://orcid.org/0000-0002-0571-6388</orcidid><orcidid>https://orcid.org/0000-0002-0853-7166</orcidid><orcidid>https://orcid.org/0000-0001-8970-591X</orcidid></search><sort><creationdate>20230401</creationdate><title>Regional Personality Differences Predict Variation in Early COVID-19 Infections and Mobility Patterns Indicative of Social Distancing</title><author>Peters, Heinrich ; Götz, Friedrich M. ; Ebert, Tobias ; Müller, Sandrine R. ; Rentfrow, P. 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Jason</au><au>Gosling, Samuel D.</au><au>Obschonka, Martin</au><au>Ames, Daniel</au><au>Potter, Jeff</au><au>Matz, Sandra C.</au><au>Lucas, Richard E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Regional Personality Differences Predict Variation in Early COVID-19 Infections and Mobility Patterns Indicative of Social Distancing</atitle><jtitle>Journal of personality and social psychology</jtitle><addtitle>J Pers Soc Psychol</addtitle><date>2023-04-01</date><risdate>2023</risdate><volume>124</volume><issue>4</issue><spage>848</spage><epage>872</epage><pages>848-872</pages><issn>0022-3514</issn><eissn>1939-1315</eissn><abstract>The early stages of the COVID-19 pandemic revealed stark regional variation in the spread of the virus. While previous research has highlighted the impact of regional differences in sociodemographic and economic factors, we argue that regional differences in social and compliance behaviors-the very behaviors through which the virus is transmitted-are critical drivers of the spread of COVID-19, particularly in the early stages of the pandemic. Combining self-reported personality data that capture individual differences in these behaviors (3.5 million people) with COVID-19 prevalence and mortality rates as well as behavioral mobility observations (29 million people) in the United States and Germany, we show that regional personality differences can help explain the early transmission of COVID-19; this is true even after controlling for a wide array of important sociodemographic, economic, and pandemic-related factors. We use specification curve analyses to test the effects of regional personality in a robust and unbiased way. The results indicate that in the early stages of COVID-19, Openness to experience acted as a risk factor, while Neuroticism acted as a protective factor. The findings also highlight the complexity of the pandemic by showing that the effects of regional personality can differ (a) across countries (Extraversion), (b) over time (Openness), and (c) from those previously observed at the individual level (Agreeableness and Conscientiousness). Taken together, our findings support the importance of regional personality differences in the early spread of COVID-19, but they also caution against oversimplified answers to phenomena as complex as a global pandemic.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>36136788</pmid><doi>10.1037/pspp0000439</doi><tpages>25</tpages><orcidid>https://orcid.org/0000-0002-0571-6388</orcidid><orcidid>https://orcid.org/0000-0002-0853-7166</orcidid><orcidid>https://orcid.org/0000-0001-8970-591X</orcidid></addata></record> |
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subjects | Agreeableness Behavior Bias Conscientiousness Coronaviruses COVID-19 COVID-19 - epidemiology Disease transmission Economic factors Extraversion Female Five Factor Personality Model Human Humans Individual differences Infectious Disorders Male Mobility Mortality rates Neuroticism Openness Pandemics Personality Personality Differences Personality Disorders Physical Distancing Physical Mobility Protective factors Regional differences Regional variations Regions Risk factors Sociodemographics Specification United States - epidemiology Viruses |
title | Regional Personality Differences Predict Variation in Early COVID-19 Infections and Mobility Patterns Indicative of Social Distancing |
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