Does better education mitigate risky health behavior? A mendelian randomization study

dc.contributor.authorViinikainen Jutta
dc.contributor.authorBryson Alex
dc.contributor.authorBöckerman Petri
dc.contributor.authorKari Jaana T.
dc.contributor.authorLehtimäki Terho
dc.contributor.authorRaitakari Olli
dc.contributor.authorViikari Jorma
dc.contributor.authorPehkonen Jaakko
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.converis.publication-id175122576
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/175122576
dc.date.accessioned2025-08-27T22:05:55Z
dc.date.available2025-08-27T22:05:55Z
dc.description.abstract<p><br></p><p>Education and risky health behaviors are strongly negatively correlated. Education may affect health behaviors by enabling healthier choices through higher disposable income, increasing information about the harmful effects of risky health behaviors, or altering time preferences. Alternatively, the observed negative correlation may stem from reverse causality or unobserved confounders. Based on the data from the Cardiovascular Risk in Young Finns Study linked to register-based information on educational attainment and family background, this paper identifies the causal effect of education on risky health behaviors. To examine causal effects, we used a genetic score as an instrument for years of education. We found that individuals with higher education allocated more attention to healthy habits. In terms of health behaviors, highly educated people were less likely to smoke. Some model specifications also indicated that the highly educated consumed more fruit and vegetables, but the results were imprecise in this regard. No causal effect was found between education and abusive drinking. In brief, inference based on genetic instruments showed that higher education leads to better choices in some but not all dimensions of health behaviors.<br></p>
dc.identifier.eissn1873-6130
dc.identifier.jour-issn1570-677X
dc.identifier.olddbid201632
dc.identifier.oldhandle10024/184659
dc.identifier.urihttps://www.utupub.fi/handle/11111/48656
dc.identifier.urnURN:NBN:fi-fe2022081154125
dc.language.isoen
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorViikari, Jorma
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3141 Health care scienceen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3141 Terveystiedefi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier B.V.
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.articlenumber101134
dc.relation.doi10.1016/j.ehb.2022.101134
dc.relation.ispartofjournalEconomics and Human Biology
dc.relation.volume46
dc.source.identifierhttps://www.utupub.fi/handle/10024/184659
dc.titleDoes better education mitigate risky health behavior? A mendelian randomization study
dc.year.issued2022

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