{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,9]],"date-time":"2026-10-09T03:51:28Z","timestamp":1791517888518,"version":"4.3.4"},"reference-count":65,"publisher":"Oxford University Press (OUP)","issue":"8","license":[{"start":{"date-parts":[[2022,4,20]],"date-time":"2022-04-20T00:00:00Z","timestamp":1650412800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,23]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Poor mental health among the unemployed\u2014the long-term unemployed in particular\u2014is established, but these associations may be driven by confounding from unobserved, time-invariant characteristics such as past experiences and personality. Using longitudinal register data on 2,720,431 residents aged 30\u201360 years, we assessed how current unemployment and unemployment history predict visits to specialized care due to psychiatric conditions and self-harm in Finland in 2008\u20132018. We used linear ordinary-least-squares and fixed-effects models. Prior to adjusting for time-invariant characteristics, current unemployment was associated with poor mental health, and the risk increased with longer unemployment histories. Accounting for all time-invariant characteristics with the fixed-effects models, these associations attenuated by approximately 70%, yet current unemployment was still associated with a 0.51 (95% confidence interval: 0.48, 0.53) percentage-point increase in the probability of poor mental health among men and women. Longer unemployment histories increased the probability among men in their 30s but not among older men or among women. The results indicate that selection by stable characteristics may explain a major part of the worse mental health among the unemployed and especially the long-term unemployed. However, even when controlling for this selection, current unemployment remains associated with mental health.<\/jats:p>","DOI":"10.1093\/aje\/kwac077","type":"journal-article","created":{"date-parts":[[2022,4,15]],"date-time":"2022-04-15T11:10:38Z","timestamp":1650021038000},"page":"1459-1469","source":"Crossref","is-referenced-by-count":37,"title":["Current Unemployment, Unemployment History, and Mental Health: A Fixed-Effects Model Approach"],"prefix":"10.1093","volume":"191","author":[{"given":"Liina","family":"Junna","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Heta","family":"Moustgaard","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pekka","family":"Martikainen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2022,4,20]]},"reference":[{"issue":"5","key":"2022080311002467700_ref1","first-page":"529","article-title":"The impact of unemployment on health: a review of the evidence","volume":"153","author":"Jin","year":"1995","journal-title":"CMAJ."},{"issue":"1","key":"2022080311002467700_ref2","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1037\/0021-9010.90.1.53","article-title":"Psychological and physical well-being during unemployment: a meta-analytic study","volume":"90","author":"McKee-Ryan","year":"2005","journal-title":"J Appl Psychol."},{"issue":"1","key":"2022080311002467700_ref3","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0051333","article-title":"Long-term unemployment and suicide: a systematic review and meta-analysis","volume":"8","author":"Milner","year":"2013","journal-title":"PloS One."},{"issue":"3","key":"2022080311002467700_ref4","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1136\/jech-2012-201594","article-title":"Duration of unemployment and suicide in Australia over the period 1985\u20132006: an ecological investigation by sex and age during rising versus declining national unemployment rates","volume":"67","author":"Milner","year":"2013","journal-title":"J Epidemiol Community Health."},{"issue":"3","key":"2022080311002467700_ref5","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1016\/j.jvb.2009.01.001","article-title":"Unemployment impairs mental health: meta-analyses","volume":"74","author":"Paul","year":"2009","journal-title":"J Vocat Behav."},{"issue":"5","key":"2022080311002467700_ref6","doi-asserted-by":"crossref","first-page":"909","DOI":"10.1017\/S0033291713001621","article-title":"Cause and effect in studies on unemployment, mental health and suicide: a meta-analytic and conceptual review","volume":"44","author":"Milner","year":"2014","journal-title":"Psychol Med."},{"issue":"8","key":"2022080311002467700_ref7","doi-asserted-by":"crossref","first-page":"594","DOI":"10.1136\/jech.57.8.594","article-title":"Unemployment and suicide. 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