Follow-up data improve the estimation of the prevalence of heavy alcohol consumption
| dc.contributor.author | Kopra, Juho | |
| dc.contributor.author | Mäkelä, Pia | |
| dc.contributor.author | Tolonen, Hanna | |
| dc.contributor.author | Jousilahti, Pekka | |
| dc.contributor.author | Karvanen, Juha | |
| dc.date.accessioned | 2018-12-18T12:39:19Z | |
| dc.date.available | 2019-03-24T22:35:44Z | |
| dc.date.issued | 2018 | |
| dc.identifier.citation | Kopra, J., Mäkelä, P., Tolonen, H., Jousilahti, P., & Karvanen, J. (2018). Follow-up data improve the estimation of the prevalence of heavy alcohol consumption. <i>Alcohol and Alcoholism</i>, <i>53</i>(5), 586-596. <a href="https://doi.org/10.1093/alcalc/agy019" target="_blank">https://doi.org/10.1093/alcalc/agy019</a> | |
| dc.identifier.other | CONVID_27974703 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/60660 | |
| dc.description.abstract | Aims. We aim to adjust for potential non-participation bias in the prevalence of heavy alcohol consumption. Methods. Population survey data from Finnish health examination surveys conducted in 1987–2007 were linked to the administrative registers for mortality and morbidity follow-up until end of 2014. Utilising these data, available for both participants and non-participants, we model the association between heavy alcohol consumption and alcohol-related disease diagnoses. Results. Our results show that the estimated prevalence of heavy alcohol consumption is on average of 1.5 times higher for men and 1.8 times higher for women than what was obtained from participants only (complete case analysis). The magnitude of the difference in the mean estimates by year varies from 0 to 9 percentage points for men and from 0 to 2 percentage points for women. Conclusion. The proposed approach improves the prevalence estimation but requires follow-up data on non-participants and Bayesian modelling. | en |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | eng | |
| dc.publisher | Oxford University Press | |
| dc.relation.ispartofseries | Alcohol and Alcoholism | |
| dc.rights | In Copyright | |
| dc.subject.other | alcohol drinking | |
| dc.subject.other | follow-up | |
| dc.subject.other | heavy drinking | |
| dc.title | Follow-up data improve the estimation of the prevalence of heavy alcohol consumption | |
| dc.type | research article | |
| dc.identifier.urn | URN:NBN:fi:jyu-201812185189 | |
| dc.contributor.laitos | Matematiikan ja tilastotieteen laitos | fi |
| dc.contributor.laitos | Department of Mathematics and Statistics | en |
| dc.contributor.oppiaine | Tilastotiede | fi |
| dc.contributor.oppiaine | Statistics | en |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | |
| dc.date.updated | 2018-12-18T07:15:12Z | |
| dc.type.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
| dc.description.reviewstatus | peerReviewed | |
| dc.format.pagerange | 586-596 | |
| dc.relation.issn | 0735-0414 | |
| dc.relation.numberinseries | 5 | |
| dc.relation.volume | 53 | |
| dc.type.version | acceptedVersion | |
| dc.rights.copyright | © The Author(s) 2018. Medical Council on Alcohol and Oxford University Press. | |
| dc.rights.accesslevel | openAccess | fi |
| dc.type.publication | article | |
| dc.relation.grantnumber | 311877 | |
| dc.subject.yso | ongelmakäyttö | |
| dc.subject.yso | seurantatutkimus | |
| dc.subject.yso | alkoholinkäyttö | |
| dc.subject.yso | survey-tutkimus | |
| dc.format.content | fulltext | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p24137 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p13719 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p8393 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p2622 | |
| dc.rights.url | http://rightsstatements.org/page/InC/1.0/?language=en | |
| dc.relation.doi | 10.1093/alcalc/agy019 | |
| dc.relation.funder | Suomen Akatemia | fi |
| dc.relation.funder | Research Council of Finland | en |
| jyx.fundingprogram | Profilointi, SA | fi |
| jyx.fundingprogram | Research profiles, AoF | en |
| jyx.fundinginformation | This work was supported by the Finnish Foundation for Alcohol Studies and Academy of Finland [grant numbers 266251 and 311877]. | |
| dc.type.okm | A1 |
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