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Incidence and Length of Sickness Absence among Hierarchical Occupational Classes and Non-Wage-Earners: A Register Study of 1.6 Million Finns

Author

Listed:
  • Jenni Blomgren

    (Research Unit, The Social Insurance Institution of Finland, P.O. Box 450, 00056 KELA, Helsinki, Finland)

  • Sauli Jäppinen

    (Analytics Unit, The Social Insurance Institution of Finland, P.O. Box 450, 00056 KELA, Helsinki, Finland)

Abstract

Socioeconomic differences in sickness absence are well known, but previous studies have tended to focus on wage earners only. This study examined incidence and length of sickness absence comparing the employee groups of upper and lower non-manual employees and manual workers, but also entrepreneurs, the unemployed and other non-wage-earners. The study utilized register data on a nationally representative 70% sample of Finns aged 25–62 at the end of year 2012 (N = 1,615,352). Sickness absence spells compensated by sickness allowance and initiated during 2013 were retrieved from the register of the Social Insurance Institution of Finland (SIIF) and followed until the end of each episode and linked to socio-demographic covariates collected from the registers of the SIIF and of Statistics Finland. Zero-inflated negative binomial regression was used in multivariate models. After adjusting for age, marital status, region and income, there were clear differences in the occurrence and length of sickness absence across socioeconomic groups. Compared to upper non-manual employees, lower non-manual employees and especially manual workers had higher cumulative annual incidence of sickness absence among both men and women, but the entrepreneurs, the unemployed and other non-wage-earners had a clearly higher expected number of sickness absence days. Results varied by diagnostic group. The results highlight the importance of different types of preventive measures for reducing the occurrence of sickness absence and for preventing prolongations of sickness absence spells in different socioeconomic groups.

Suggested Citation

  • Jenni Blomgren & Sauli Jäppinen, 2021. "Incidence and Length of Sickness Absence among Hierarchical Occupational Classes and Non-Wage-Earners: A Register Study of 1.6 Million Finns," IJERPH, MDPI, vol. 18(2), pages 1-16, January.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:2:p:501-:d:477605
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    References listed on IDEAS

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    1. Hilla Sumanen & Eero Lahelma & Olli Pietiläinen & Ossi Rahkonen, 2017. "The Magnitude of Occupational Class Differences in Sickness Absence: 15-Year Trends among Young and Middle-Aged Municipal Employees," IJERPH, MDPI, vol. 14(6), pages 1-13, June.
    2. Mikko Laaksonen & Jenni Blomgren, 2020. "The Level and Development of Unemployment before Disability Retirement: A Retrospective Study of Finnish Disability Retirees and Their Controls," IJERPH, MDPI, vol. 17(5), pages 1-12, March.
    3. Catalina-Romero, C. & Sainz, J.C. & Pastrana-Jiménez, J.I. & García-Diéguez, N. & Irízar-Muñoz, I. & Aleixandre-Chiva, J.L. & Gonzalez-Quintela, A. & Calvo-Bonacho, E., 2015. "The impact of poor psychosocial work environment on non-work-related sickness absence," Social Science & Medicine, Elsevier, vol. 138(C), pages 210-216.
    4. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    5. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    6. Spierdijk, Laura & van Lomwel, Gijsbert & Peppelman, Wilko, 2009. "The determinants of sick leave durations of Dutch self-employed," Journal of Health Economics, Elsevier, vol. 28(6), pages 1185-1196, December.
    7. Melchior, M. & Krieger, N. & Kawachi, I. & Berkman, L.F. & Niedhammer, I. & Goldberg, M., 2005. "Work factors and occupational class disparities in sickness absence: Findings from the GAZEL cohort study," American Journal of Public Health, American Public Health Association, vol. 95(7), pages 1206-1212.
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    1. Svetlana Solovieva & Karina Undem & Daniel Falkstedt & Gun Johansson & Petter Kristensen & Jacob Pedersen & Eira Viikari-Juntura & Taina Leinonen & Ingrid Sivesind Mehlum, 2022. "Utilizing a Nordic Crosswalk for Occupational Coding in an Analysis on Occupation-Specific Prolonged Sickness Absence among 7 Million Employees in Denmark, Finland, Norway and Sweden," IJERPH, MDPI, vol. 19(23), pages 1-24, November.
    2. Matilde Leonor Alba-Jurado & María José Aguado-Benedí & Noelia Moreno-Morales & Maria Teresa Labajos-Manzanares & Rocío Martín-Valero, 2021. "Occupation and Sickness Absence in the Different Autonomous Communities of Spain," IJERPH, MDPI, vol. 18(21), pages 1-12, October.
    3. Riku Perhoniemi & Jenni Blomgren, 2022. "Use of Health Services and Rehabilitation before and after the Beginning of Long-Term Sickness Absence—Comparing the Use by Employment and Disability Pension Transition after the Sickness Absence in F," IJERPH, MDPI, vol. 19(9), pages 1-14, April.

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