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A semiparametric mixture regression model for longitudinal data
Journal of Statistical Theory and Practice : 1 (Grace Scientific Pub., 05.04.2017)A normal semiparametric mixture regression model is proposed for longitudinal data. The proposed model contains one smooth term and a set of possible linear predictors. Model terms are estimated using the penalized likelihood ... -
Age Differences in Material Deprivation in Finland: How do Consensus and Prevalence-Based Weighting Approaches Change the Picture?
Social Indicators Research (Springer, 30.11.2020)While material deprivation is often used to measure poverty, analyses focusing on the measurement of material deprivation are scarce. This study provides new information on material deprivation by analyzing how differences ... -
Body weight and premature retirement : population-based evidence from Finland
European Journal of Public Health : 4 (Oxford University Press, 19.07.2021)Background Health status is a principal determinant of labour market participation. In this study, we examined whether excess weight is associated with withdrawal from the labour market owing to premature retirement. ... -
Career Stability in 14 Finnish Industrial Employee Cohorts in 1988-2015
Nordic journal of working life studies (Roskilde University, 03.12.2020)It is often argued that global competition and technological development have made industrial jobs more unstable. In this article, we ask how career stability has evolved in the Finnish forest, metal, and chemical industries, ... -
Career stability in turbulent times: A cross-cohort study of mid-careers in Finland
Acta sociologica (Sage, 18.01.2021)In this article, we investigate whether the mid-career stability of Finnish men and women has changed for the birth cohorts 1958 to 1972 and, if so, what the driving forces are behind such changes. We analyse career stability ... -
Carrots, sticks and old-age retirement : A review of the literature on the effects of the 2005 and 2017 pension reforms in Finland – an extended version
Nordisk Välfärdsforskning : 2 (Finnish Centre for PensionsUniversitetsforlaget, 17.12.2020)This article reviews the behavioural effects of Finland’s pension reforms in 2005 and 2017. With employment rates in older age groups at relatively low levels, both these reforms aimed to encourage later retirement and ... -
Changes in healthy and unhealthy working life expectancies among older working-age people in Finland, 2000–2017
European Journal of Public Health : 5 (Oxford university press, 07.10.2022)Background Raising the statutory retirement age has been a common policy response to population ageing, but health problems may restrict labour force participation in older ages. We examined the development of healthy and ... -
Changes in Unemployment Affect Sickness Absence and Disability Retirement Rates: A Municipality-Level Panel Study
International Journal of Environmental Research and Public Health : 12 (MDPI, 11.06.2021)To enhance understanding of the interplay between unemployment and sickness absence and disability retirement, the aim of this study was to examine how changes in area-level unemployment rates are associated with changes ... -
Childhood determinants for early psychiatric disability pension: A 10-year follow-up study of the 1987 Finnish Birth Cohort
International Journal of Social Psychiatry : 8 (Sage, 03.11.2018)Background: Mental disorders can affect work ability and lead to early exit from the labour market through disability pension. Aims: This study aimed to identify childhood determinants of psychiatric disability pension ... -
Company-level determinants of disability retirement : a multilevel study of Finnish private sector workplaces
European Journal of Public Health (Oxford University Press, 23.04.2019)Background We examined whether the risk for disability retirement varies between companies over and above the individual-level characteristics of their employees and which company-level characteristics are associated with ... -
Consumption of psychotropic drugs among disability pension applicants with mental disorders: comparing awarded and rejected applicants in Finland
Social Psychiatry and Psychiatric Epidemiology (Springer, 14.03.2020)Purpose Psychotropic drug consumption as a proxy measure of mental health problems during a disability pension process has only been studied among awarded applicants. This study examined psychotropic drug purchase ... -
Contribution of age, gender and occupational group to the higher risk of disability retirement among Finnish public sector employees
Scandinavian Journal of Public Health (Sage, 22.02.2023)Retirement on a disability pension is more common in the public than the private sector. Our study examined the differences in retirement on a disability pension in the public sector compared to the private sector. The ... -
Cooperation of return-to-work professionals : the challenges of multi-actor work disability management
Disability and Rehabilitation : 15 (Taylor & Francis, 03.07.2016)Purpose: This article explores which concrete factors hinder or facilitate the cooperation of return-to-work (RTW) professionals in a complex system of multiple stakeholders. Method: The empirical material consists of ... -
Determinants of disability pension applications and awarded disability pensions in Finland, 2009 and 2014
Scandinavian Journal of Public Health (Sage, 02.05.2019)Aims: Examining the non-medical determinants of applying for and being awarded disability pension is important for assessing the functionality of the disability pension system. We examined how demographic and socioeconomic ... -
Determinants of transition from partial to full disability pension: a register study from Finland
Scandinavian Journal of Public Health (Sage, 31.05.2021)Aims: This study explored the rate of transition from partial to full disability pension (DP) and aimed to determine whether age, sex, education, employment status, employment sector, pension type and medical cause of ... -
Distributional Effects of the Forthcoming Finnish Pension Reform : a Dynamic Microsimulation Approach
International Journal of Microsimulation : 3 (International Microsimulation Association, 2015)The Finnish pension system consists of earnings-related pensions (almost 90% of the total pension expenditure) and the national pension. The earnings-related pension system will undergo a major reform in 2017. The main ... -
Do individual and work-related factors differentiate work participation trajectories before and after vocational rehabilitation?
Plos One : 2 (Public Library of Science, 21.02.2019)Background Understanding diverse labor market trajectories around vocational rehabilitation provides important insight into potential effectiveness of rehabilitation efforts. We examined factors associated with work ... -
Does It Matter How You Retire? Old-Age Retirement Routes and Subjective Economic Well-Being
Social Indicators Research : 2 (Springer Netherlands, 22.05.2018)This study explores the association between retirement on an old-age pension and subjective economic well-being. The study starts by analyzing this association in general, and proceeds by distinguishing different retirement ... -
Early Pension Claiming and Expected Longevity: A Register-Based Study on the Take-up of the Partial Old-Age Pension in Finland
Work, Aging and Retirement (Oxford university press, 03.06.2021)As of February 2017, Finns have been able to claim a partial old-age pension early at age 61 independent of their working hours or earnings. Focusing on the take-up of the partial old-age pension in Finland, this article ... -
Educational differences in years of working life lost due to disability retirement
European Journal of Public Health : 2 (Oxford University Press, 22.12.2017)Background To assess the contribution of disability retirement on lost working years, we calculated the length of time spent on disability pension in various diagnostic groups by the level of education over the past 10 ...
