TY - JOUR PY - 2022// TI - Current unemployment, unemployment history and mental health: a fixed effects model approach JO - American journal of epidemiology A1 - Junna, Liina A1 - Moustgaard, Heta A1 - Martikainen, Pekka SP - ePub EP - ePub VL - ePub IS - ePub N2 - Poor mental health among the unemployed - the long-term unemployed in particular - is 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 30-60, we assess how current unemployment and unemployment history predict visits to specialized care due to psychiatric conditions and self-harm in Finland in 2008-2018. We estimate 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 30's 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.
Language: en
LA - en SN - 0002-9262 UR - http://dx.doi.org/10.1093/aje/kwac077 ID - ref1 ER -