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Polygenic Score for Educational Attainment Captures DNA Variants Shared Between Personality Traits and Educational Achievement
Genome-wide polygenic scores (GPS) can be used to predict individual genetic risk and resilience. For example, a GPS for years of education (EduYears) explains substantial variance in cognitive traits such as general cognitive ability and educational achievement. Personality traits are also known to...
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Published in: | Journal of personality and social psychology 2019-12, Vol.117 (6), p.1145-1163 |
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description | Genome-wide polygenic scores (GPS) can be used to predict individual genetic risk and resilience. For example, a GPS for years of education (EduYears) explains substantial variance in cognitive traits such as general cognitive ability and educational achievement. Personality traits are also known to contribute to individual differences in educational achievement. However, the association between EduYears GPS and personality traits remains largely unexplored. Here, we test the relation between GPS for EduYears, neuroticism, and well-being, and 6 personality and motivation domains: Academic Motivation, Extraversion, Openness, Conscientiousness, Neuroticism, and Agreeableness. The sample was drawn from a U.K.-representative sample of up to 8,322 individuals assessed at age 16. We find that EduYears GPS was positively associated with Openness, Conscientiousness, Agreeableness, and Academic Motivation, predicting between 0.6% and 3% of the variance. In addition, we find that EduYears GPS explains between 8% and 16% of the association between personality domains and educational achievement at the end of compulsory education. In contrast, both the neuroticism and well-being GPS significantly accounted for between 0.3% and 0.7% of the variance in a subset of personality domains. Furthermore, they did not significantly account for any of the covariance between the personality domains and achievement, with the exception of the neuroticism GPS explaining 5% of the covariance between Neuroticism and achievement. These results demonstrate that the genetic effects of educational attainment relate to personality traits, highlighting the multifaceted nature of EduYears GPS. |
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Lynne</contributor><creatorcontrib>Smith-Woolley, Emily ; Selzam, Saskia ; Plomin, Robert ; Cooper, M. Lynne</creatorcontrib><description>Genome-wide polygenic scores (GPS) can be used to predict individual genetic risk and resilience. For example, a GPS for years of education (EduYears) explains substantial variance in cognitive traits such as general cognitive ability and educational achievement. Personality traits are also known to contribute to individual differences in educational achievement. However, the association between EduYears GPS and personality traits remains largely unexplored. Here, we test the relation between GPS for EduYears, neuroticism, and well-being, and 6 personality and motivation domains: Academic Motivation, Extraversion, Openness, Conscientiousness, Neuroticism, and Agreeableness. The sample was drawn from a U.K.-representative sample of up to 8,322 individuals assessed at age 16. We find that EduYears GPS was positively associated with Openness, Conscientiousness, Agreeableness, and Academic Motivation, predicting between 0.6% and 3% of the variance. In addition, we find that EduYears GPS explains between 8% and 16% of the association between personality domains and educational achievement at the end of compulsory education. In contrast, both the neuroticism and well-being GPS significantly accounted for between 0.3% and 0.7% of the variance in a subset of personality domains. Furthermore, they did not significantly account for any of the covariance between the personality domains and achievement, with the exception of the neuroticism GPS explaining 5% of the covariance between Neuroticism and achievement. These results demonstrate that the genetic effects of educational attainment relate to personality traits, highlighting the multifaceted nature of EduYears GPS.</description><identifier>ISSN: 0022-3514</identifier><identifier>EISSN: 1939-1315</identifier><identifier>DOI: 10.1037/pspp0000241</identifier><identifier>PMID: 30920283</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Academic Achievement ; Academic Achievement Motivation ; Academic Achievement Prediction ; Academic Success ; Achievement ; Adolescent ; Agreeableness ; Analysis of covariance ; Cognitive ability ; Cognitive functioning ; Compulsory education ; Conscientiousness ; Deoxyribonucleic acid ; DNA ; DNA - genetics ; Educational attainment ; Educational Attainment Level ; Extraversion ; Extraversion, Psychological ; Female ; Genetic susceptibility ; Genetics ; Genomics ; Human ; Humans ; Individual differences ; Male ; Motivation ; Multifactorial Inheritance - genetics ; Navigation Technology ; Neuroticism ; Openness ; Personality ; Personality - genetics ; Personality Inventory - statistics & numerical data ; Personality Traits ; Resilience ; United Kingdom ; Variants ; Well being</subject><ispartof>Journal of personality and social psychology, 2019-12, Vol.117 (6), p.1145-1163</ispartof><rights>2019 The Author(s)</rights><rights>2019, The Author(s). This article has been published under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Copyright for this article is retained by the author(s).</rights><rights>Copyright American Psychological Association Dec 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a475t-ad5fac4b72e900fbb1dd9b383c1cae488f3871a3906e0097e4cf7537916e43ee3</citedby><orcidid>0000-0002-0756-3629</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925,30999,33223,33774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30920283$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Cooper, M. Lynne</contributor><creatorcontrib>Smith-Woolley, Emily</creatorcontrib><creatorcontrib>Selzam, Saskia</creatorcontrib><creatorcontrib>Plomin, Robert</creatorcontrib><title>Polygenic Score for Educational Attainment Captures DNA Variants Shared Between Personality Traits and Educational Achievement</title><title>Journal of personality and social psychology</title><addtitle>J Pers Soc Psychol</addtitle><description>Genome-wide polygenic scores (GPS) can be used to predict individual genetic risk and resilience. For example, a GPS for years of education (EduYears) explains substantial variance in cognitive traits such as general cognitive ability and educational achievement. Personality traits are also known to contribute to individual differences in educational achievement. However, the association between EduYears GPS and personality traits remains largely unexplored. Here, we test the relation between GPS for EduYears, neuroticism, and well-being, and 6 personality and motivation domains: Academic Motivation, Extraversion, Openness, Conscientiousness, Neuroticism, and Agreeableness. The sample was drawn from a U.K.-representative sample of up to 8,322 individuals assessed at age 16. We find that EduYears GPS was positively associated with Openness, Conscientiousness, Agreeableness, and Academic Motivation, predicting between 0.6% and 3% of the variance. In addition, we find that EduYears GPS explains between 8% and 16% of the association between personality domains and educational achievement at the end of compulsory education. In contrast, both the neuroticism and well-being GPS significantly accounted for between 0.3% and 0.7% of the variance in a subset of personality domains. Furthermore, they did not significantly account for any of the covariance between the personality domains and achievement, with the exception of the neuroticism GPS explaining 5% of the covariance between Neuroticism and achievement. These results demonstrate that the genetic effects of educational attainment relate to personality traits, highlighting the multifaceted nature of EduYears GPS.</description><subject>Academic Achievement</subject><subject>Academic Achievement Motivation</subject><subject>Academic Achievement Prediction</subject><subject>Academic Success</subject><subject>Achievement</subject><subject>Adolescent</subject><subject>Agreeableness</subject><subject>Analysis of covariance</subject><subject>Cognitive ability</subject><subject>Cognitive functioning</subject><subject>Compulsory education</subject><subject>Conscientiousness</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA - genetics</subject><subject>Educational attainment</subject><subject>Educational Attainment Level</subject><subject>Extraversion</subject><subject>Extraversion, Psychological</subject><subject>Female</subject><subject>Genetic susceptibility</subject><subject>Genetics</subject><subject>Genomics</subject><subject>Human</subject><subject>Humans</subject><subject>Individual differences</subject><subject>Male</subject><subject>Motivation</subject><subject>Multifactorial Inheritance - genetics</subject><subject>Navigation Technology</subject><subject>Neuroticism</subject><subject>Openness</subject><subject>Personality</subject><subject>Personality - genetics</subject><subject>Personality Inventory - statistics & numerical data</subject><subject>Personality Traits</subject><subject>Resilience</subject><subject>United Kingdom</subject><subject>Variants</subject><subject>Well being</subject><issn>0022-3514</issn><issn>1939-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><sourceid>8BJ</sourceid><sourceid>BHHNA</sourceid><recordid>eNp9kc9rFDEUx4Modq2evEvAiyCj-bkzuQjrWn9A0UKr1_Am86abMjsZk0xlL_7tZtlaWg_mkEDyeZ-Xx5eQ55y94UzWb6c0TawsofgDsuBGmopLrh-SRbkTldRcHZEnKV0VRmkhHpMjyYxgopEL8vssDLtLHL2j5y5EpH2I9KSbHWQfRhjoKmfw4xbHTNcw5Tlioh--rugPiB7GnOj5BiJ29D3mX4gjPcOY9oU-7-hFBF8IGLv7SrfxeI1751PyqIch4bOb85h8_3hysf5cnX779GW9Oq1A1TpX0OkenGprgYaxvm1515lWNtJxB6iappdNzUEatkTGTI3K9bWWteFLVBJRHpN3B-80t1vsXGkdYbBT9FuIOxvA2_svo9_Yy3Btl4YJpnURvLoRxPBzxpTt1ieHwwAjhjlZwY3hjTZCFvTlP-hVmGMZvFAlF6OEMvq_FDdNI1jTqEK9PlAuhpQi9rdf5szu07d30i_0i7tT3rJ_4y5AdQBgglK5cxCzdwMmN8dYJt_bLOe1XZZdafkHvDa8sg</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>Smith-Woolley, Emily</creator><creator>Selzam, Saskia</creator><creator>Plomin, Robert</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><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0756-3629</orcidid></search><sort><creationdate>20191201</creationdate><title>Polygenic Score for Educational Attainment Captures DNA Variants Shared Between Personality Traits and Educational Achievement</title><author>Smith-Woolley, Emily ; Selzam, Saskia ; Plomin, Robert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a475t-ad5fac4b72e900fbb1dd9b383c1cae488f3871a3906e0097e4cf7537916e43ee3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Academic Achievement</topic><topic>Academic Achievement Motivation</topic><topic>Academic Achievement Prediction</topic><topic>Academic Success</topic><topic>Achievement</topic><topic>Adolescent</topic><topic>Agreeableness</topic><topic>Analysis of covariance</topic><topic>Cognitive ability</topic><topic>Cognitive functioning</topic><topic>Compulsory education</topic><topic>Conscientiousness</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA - genetics</topic><topic>Educational attainment</topic><topic>Educational Attainment Level</topic><topic>Extraversion</topic><topic>Extraversion, Psychological</topic><topic>Female</topic><topic>Genetic susceptibility</topic><topic>Genetics</topic><topic>Genomics</topic><topic>Human</topic><topic>Humans</topic><topic>Individual differences</topic><topic>Male</topic><topic>Motivation</topic><topic>Multifactorial Inheritance - genetics</topic><topic>Navigation Technology</topic><topic>Neuroticism</topic><topic>Openness</topic><topic>Personality</topic><topic>Personality - genetics</topic><topic>Personality Inventory - statistics & numerical data</topic><topic>Personality Traits</topic><topic>Resilience</topic><topic>United Kingdom</topic><topic>Variants</topic><topic>Well being</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Smith-Woolley, Emily</creatorcontrib><creatorcontrib>Selzam, Saskia</creatorcontrib><creatorcontrib>Plomin, Robert</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PsycArticles (via ProQuest)</collection><collection>ProQuest One Psychology</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>Sociological Abstracts (Ovid)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of personality and social psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Smith-Woolley, Emily</au><au>Selzam, Saskia</au><au>Plomin, Robert</au><au>Cooper, M. Lynne</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Polygenic Score for Educational Attainment Captures DNA Variants Shared Between Personality Traits and Educational Achievement</atitle><jtitle>Journal of personality and social psychology</jtitle><addtitle>J Pers Soc Psychol</addtitle><date>2019-12-01</date><risdate>2019</risdate><volume>117</volume><issue>6</issue><spage>1145</spage><epage>1163</epage><pages>1145-1163</pages><issn>0022-3514</issn><eissn>1939-1315</eissn><abstract>Genome-wide polygenic scores (GPS) can be used to predict individual genetic risk and resilience. For example, a GPS for years of education (EduYears) explains substantial variance in cognitive traits such as general cognitive ability and educational achievement. Personality traits are also known to contribute to individual differences in educational achievement. However, the association between EduYears GPS and personality traits remains largely unexplored. Here, we test the relation between GPS for EduYears, neuroticism, and well-being, and 6 personality and motivation domains: Academic Motivation, Extraversion, Openness, Conscientiousness, Neuroticism, and Agreeableness. The sample was drawn from a U.K.-representative sample of up to 8,322 individuals assessed at age 16. We find that EduYears GPS was positively associated with Openness, Conscientiousness, Agreeableness, and Academic Motivation, predicting between 0.6% and 3% of the variance. In addition, we find that EduYears GPS explains between 8% and 16% of the association between personality domains and educational achievement at the end of compulsory education. In contrast, both the neuroticism and well-being GPS significantly accounted for between 0.3% and 0.7% of the variance in a subset of personality domains. Furthermore, they did not significantly account for any of the covariance between the personality domains and achievement, with the exception of the neuroticism GPS explaining 5% of the covariance between Neuroticism and achievement. These results demonstrate that the genetic effects of educational attainment relate to personality traits, highlighting the multifaceted nature of EduYears GPS.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>30920283</pmid><doi>10.1037/pspp0000241</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0002-0756-3629</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Academic Achievement Academic Achievement Motivation Academic Achievement Prediction Academic Success Achievement Adolescent Agreeableness Analysis of covariance Cognitive ability Cognitive functioning Compulsory education Conscientiousness Deoxyribonucleic acid DNA DNA - genetics Educational attainment Educational Attainment Level Extraversion Extraversion, Psychological Female Genetic susceptibility Genetics Genomics Human Humans Individual differences Male Motivation Multifactorial Inheritance - genetics Navigation Technology Neuroticism Openness Personality Personality - genetics Personality Inventory - statistics & numerical data Personality Traits Resilience United Kingdom Variants Well being |
title | Polygenic Score for Educational Attainment Captures DNA Variants Shared Between Personality Traits and Educational Achievement |
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