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Employment status and perceived health condition: longitudinal data from Italy

Author

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  • Minelli, Liliana
  • Pigini, Claudia
  • Chiavarini, Manuela
  • Bartolucci, Francesco

Abstract

The considerable increase of non-standard labor contracts, unemployment and inactivity rates raises the question of whether job insecurity and the lack of job opportunities affect physical and mental well-being differently from being employed with an open-ended contract. In this paper we offer evidence on the relationship between Self Reported Health Status (SRHS) and the employment status in Italy using the Survey on Household Income and Wealth; another aim is to investigate whether these potential inequalities have changed with the recent economic downturn (time period 2006-2010). We estimate an ordered logit model with SRHS as response variable based on a fixed-effects approach which has certain advantages with respect to the random-effects formulation and has not been applied before with SRHS data. The fixed-effects nature of the model also allows us to solve the problems of incidental parameters and non-random selection of individuals into different labor market categories. We find that temporary workers, unemployed and inactive individuals are worse off than permanent employees, especially males, young workers, and those living in the center and south of Italy. Health inequalities between unemployed/inactive and permanent workers widen over time for males and young workers, and arise in the north of the country as well.

Suggested Citation

  • Minelli, Liliana & Pigini, Claudia & Chiavarini, Manuela & Bartolucci, Francesco, 2014. "Employment status and perceived health condition: longitudinal data from Italy," MPRA Paper 55788, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:55788
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    References listed on IDEAS

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    1. Gregori Baetschmann & Kevin E. Staub & Rainer Winkelmann, 2015. "Consistent estimation of the fixed effects ordered logit model," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(3), pages 685-703, June.
    2. Chris Dawson & Michail Veliziotis & Benjamin Hopkins, 2017. "Temporary employment, job satisfaction and subjective well-being," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 38(1), pages 69-98, February.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Giatti, Luana & Barreto, Sandhi M. & César, Cibele C., 2010. "Unemployment and self-rated health: Neighborhood influence," Social Science & Medicine, Elsevier, vol. 71(4), pages 815-823, August.
    5. Maura Francese & Marzia Romanelli, 2011. "Healthcare in Italy: expenditure determinants and regional differentials," Temi di discussione (Economic working papers) 828, Bank of Italy, Economic Research and International Relations Area.
    6. Macy, Jonathan T. & Chassin, Laurie & Presson, Clark C., 2013. "Predictors of health behaviors after the economic downturn: A longitudinal study," Social Science & Medicine, Elsevier, vol. 89(C), pages 8-15.
    7. Gash, Vanessa & Mertens, Antje & Romeu Gordo, Laura, 2006. "Are fixed-term jobs bad for your health? : a comparison of West-Germany and Spain," IAB-Discussion Paper 200608, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    8. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    9. Quesnel-Vallée, Amélie & DeHaney, Suzanne & Ciampi, Antonio, 2010. "Temporary work and depressive symptoms: A propensity score analysis," Social Science & Medicine, Elsevier, vol. 70(12), pages 1982-1987, June.
    10. Roelfs, David J. & Shor, Eran & Davidson, Karina W. & Schwartz, Joseph E., 2011. "Losing life and livelihood: A systematic review and meta-analysis of unemployment and all-cause mortality," Social Science & Medicine, Elsevier, vol. 72(6), pages 840-854, March.
    11. Nishikitani, Mariko & Tsurugano, Shinobu & Inoue, Mariko & Yano, Eiji, 2012. "Effect of unequal employment status on workers’ health: Results from a Japanese national survey," Social Science & Medicine, Elsevier, vol. 75(3), pages 439-451.
    12. Greene,William H. & Hensher,David A., 2010. "Modeling Ordered Choices," Cambridge Books, Cambridge University Press, number 9780521194204.
    13. Silvana Robone & Andrew Jones & Nigel Rice, 2011. "Contractual conditions, working conditions and their impact on health and well-being," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 429-444, October.
    14. Schmitz, Hendrik, 2011. "Why are the unemployed in worse health? The causal effect of unemployment on health," Labour Economics, Elsevier, vol. 18(1), pages 71-78, January.
    15. Kim, Myoung-Hee & Kim, Chang-yup & Park, Jin-Kyung & Kawachi, Ichiro, 2008. "Is precarious employment damaging to self-rated health? Results of propensity score matching methods, using longitudinal data in South Korea," Social Science & Medicine, Elsevier, vol. 67(12), pages 1982-1994, December.
    16. László, Krisztina D. & Pikhart, Hynek & Kopp, Mária S. & Bobak, Martin & Pajak, Andrzej & Malyutina, Sofia & Salavecz, Gyöngyvér & Marmot, Michael, 2010. "Job insecurity and health: A study of 16 European countries," Social Science & Medicine, Elsevier, vol. 70(6), pages 867-874, March.
    17. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    18. Allison Milner & Andrew Page & Anthony D LaMontagne, 2013. "Long-Term Unemployment and Suicide: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-6, January.
    19. Kim, Il-Ho & Muntaner, Carles & Vahid Shahidi, Faraz & Vives, Alejandra & Vanroelen, Christophe & Benach, Joan, 2012. "Welfare states, flexible employment, and health: A critical review," Health Policy, Elsevier, vol. 104(2), pages 99-127.
    20. Cottini, Elena & Lucifora, Claudio, 2010. "Mental Health and Working Conditions in European Countries," IZA Discussion Papers 4717, Institute of Labor Economics (IZA).
    21. Vincenzo Carrieri & Cinzia Di Novi & Rowena Jacobs & Silvana Robone, 2012. "Well-being and psychological consequences of temporary contracts: the case of younger Italian employees," Working Papers 079cherp, Centre for Health Economics, University of York.
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    Cited by:

    1. Paolo Emilio Mistrulli & Tommaso Oliviero & Zeno Rotondi & Alberto Zazzaro, 2023. "Job Protection and Mortgage Conditions: Evidence from Italian Administrative Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1211-1237, December.
    2. Donatella Lanari & Giorgio d’Agostino & Luca Pieroni, 2022. "The unintended effects of increasing fixed-term employment on health," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 76(3), pages 17-28, July-Sept.
    3. Akanksha Choudhary & Ashish Singh, 2018. "Effect of intergenerational educational mobility on health of Indian women," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-16, September.
    4. Yuxi Wang & Giovanni Fattore, 2020. "The impact of the great economic crisis on mental health care in Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(8), pages 1259-1272, November.
    5. Katarzyna Piwowar-Sulej & Dominika Bąk-Grabowska, 2021. "The Impact of Mandate Contract and Self-Employment on Workers’ Health—Evidence from Poland," IJERPH, MDPI, vol. 18(6), pages 1-20, March.
    6. Silvia Bacci & Claudia Pigini & Marco Seracini & Liliana Minelli, 2017. "Employment Condition, Economic Deprivation and Self-Evaluated Health in Europe: Evidence from EU-SILC 2009–2012," IJERPH, MDPI, vol. 14(2), pages 1-19, February.
    7. Giovanni Piumatti, 2020. "Longitudinal Trends in Self-Rated Health During Times of Economic Uncertainty in Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(2), pages 599-633, April.
    8. Katarzyna Piwowar-Sulej & Dominika Bąk-Grabowska, 2020. "Non-Permanent Employment and Employees’ Health in the Context of Sustainable HRM with a Focus on Poland," Social Sciences, MDPI, vol. 9(7), pages 1-23, July.
    9. Högnäs, Robin S. & Bijlsma, Maarten J. & Högnäs, Ulf & Blomqvist, Sandra & Westerlund, Hugo & Hanson, Linda Magnusson, 2022. "It's giving me the blues: A fixed-effects and g-formula approach to understanding job insecurity, sleep disturbances, and major depression," Social Science & Medicine, Elsevier, vol. 297(C).
    10. Duk Youn Cho & Jung-Wan Koo, 2018. "Differences in Metabolic Syndrome Prevalence by Employment Type and Sex," IJERPH, MDPI, vol. 15(9), pages 1-10, August.
    11. Abdallah Y Naser & Ian C K Wong & Cate Whittlesea & Hassan Alwafi & Amjad Abuirmeileh & Zahra Khalil Alsairafi & Fawaz Mohammad Turkistani & Nedaa Saud Bokhari & Maedeh Y Beykloo & Dalal Al-Taweel & M, 2019. "Attitudes and perceptions towards hypoglycaemia in patients with diabetes mellitus: A multinational cross-sectional study," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-16, October.
    12. Chiara Mussida & Raffaella Patimo, 2021. "Women’s Family Care Responsibilities, Employment and Health: A Tale of Two Countries," Journal of Family and Economic Issues, Springer, vol. 42(3), pages 489-507, September.

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    More about this item

    Keywords

    self-reported health status; employment status; economic crisis; fixed-effects ordered logit model;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General

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