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The impact of the great economic crisis on mental health care in Italy

Author

Listed:
  • Yuxi Wang

    (Bocconi University)

  • Giovanni Fattore

    (Bocconi University)

Abstract

The great economic crisis in 2008 has affected the welfare of the population in countries such as Italy. Although there is abundant literature on the impact of the crisis on physical health, very few studies have focused on the causal implications for mental health and health care. This paper, therefore, investigates the impact of the recent economic crisis on hospital admissions for severe mental disorder at small geographic levels in Italy and assesses whether there are heterogeneous effects across areas with distinct levels of income. We exploit 9-year (2007–2015) panel data on hospital discharges, which is merged with employment and income composition at the geographic units that share similar labour market structures. Linear and dynamic panel analysis are used to identify the causal effect of rising unemployment rate on severe mental illness admissions per 100,000 residents to account for time-invariant heterogeneity. We further create discrete income levels to identify the potential socioeconomic gradients behind this effect across areas with different economic characteristics. The results show a significant impact of higher unemployment rates on admissions for severe mental disorders after controlling for relevant economic factors, and the effects are concentrated on the most economically disadvantaged areas. The results contribute to the literature of spatio-temporal variation in the broader determinants of mental health and health care utilisation and shed light on the populations that are most susceptible to the effects of the economic crisis.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:eujhec:v:21:y:2020:i:8:d:10.1007_s10198-020-01204-w
    DOI: 10.1007/s10198-020-01204-w
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    References listed on IDEAS

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    1. Drydakis, Nick, 2015. "The effect of unemployment on self-reported health and mental health in Greece from 2008 to 2013: A longitudinal study before and during the financial crisis," Social Science & Medicine, Elsevier, vol. 128(C), pages 43-51.
    2. Modrek, S. & Hamad, R. & Cullen, M.R., 2015. "Psychological well-being during the great recession: changes in mental health care utilization in an occupational cohort," American Journal of Public Health, American Public Health Association, vol. 105(2), pages 304-310.
    3. Barr, Ben & Kinderman, Peter & Whitehead, Margaret, 2015. "Trends in mental health inequalities in England during a period of recession, austerity and welfare reform 2004 to 2013," Social Science & Medicine, Elsevier, vol. 147(C), pages 324-331.
    4. Wilkinson, Richard G & Pickett, Kate E., 2006. "Income inequality and population health: A review and explanation of the evidence," Social Science & Medicine, Elsevier, vol. 62(7), pages 1768-1784, April.
    5. repec:wly:hlthec:v:25:y:2016:i::p:6-24 is not listed on IDEAS
    6. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    7. Rosa Urbanos-Garrido & Beatriz Lopez-Valcarcel, 2015. "The influence of the economic crisis on the association between unemployment and health: an empirical analysis for Spain," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(2), pages 175-184, March.
    8. Modrek, S. & Hamad, R. & Cullen, M.R., 2015. "Psychological well-being during the great recession: Changes in mental health care utilization in an occupational cohort," American Journal of Public Health, American Public Health Association, vol. 105(2), pages 304-310.
    9. Bosma, H. & Peter, R. & Siegrist, J. & Marmot, M., 1998. "Two alternative job stress models and the risk of coronary heart disease," American Journal of Public Health, American Public Health Association, vol. 88(1), pages 68-74.
    10. Christopher J. Ruhm, 2016. "Health Effects of Economic Crises," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 6-24, November.
    11. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    12. Eleonora Fichera & John Gathergood, 2016. "Do Wealth Shocks Affect Health? New Evidence from the Housing Boom," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 57-69, November.
    13. Silver, Eric & Mulvey, Edward P. & Swanson, Jeffrey W., 2002. "Neighborhood structural characteristics and mental disorder: Faris and Dunham revisited," Social Science & Medicine, Elsevier, vol. 55(8), pages 1457-1470, October.
    14. Berta Rivera & Bruno Casal & Luis Currais, 2017. "Crisis, suicide and labour productivity losses in Spain," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(1), pages 83-96, January.
    15. Schaller, Jessamyn & Stevens, Ann Huff, 2015. "Short-run effects of job loss on health conditions, health insurance, and health care utilization," Journal of Health Economics, Elsevier, vol. 43(C), pages 190-203.
    16. repec:wly:hlthec:v:25:y:2016:i::p:57-69 is not listed on IDEAS
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. McInerney, Melissa & Mellor, Jennifer M., 2012. "Recessions and seniors’ health, health behaviors, and healthcare use: Analysis of the Medicare Current Beneficiary Survey," Journal of Health Economics, Elsevier, vol. 31(5), pages 744-751.
    19. Raffaele Lagravinese, 2015. "Economic crisis and rising gaps North–South: evidence from the Italian regions," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 331-342.
    20. repec:wly:hlthec:v:25:y:2016:i::p:126-140 is not listed on IDEAS
    21. Goldsmith, Arthur H. & Veum, Jonathan R. & William Darity, Jr., 1996. "The impact of labor force history on self-esteem and its component parts, anxiety, alienation and depression," Journal of Economic Psychology, Elsevier, vol. 17(2), pages 183-220, April.
    22. Bollini, Paola & Reich, Michael & Muscettola, Giovanni, 1988. "Revision of the Italian psychiatric reform: North/South differences and future strategies," Social Science & Medicine, Elsevier, vol. 27(12), pages 1327-1335, January.
    23. de Belvis, Antonio Giulio & Ferrè, Francesca & Specchia, Maria Lucia & Valerio, Luca & Fattore, Giovanni & Ricciardi, Walter, 2012. "The financial crisis in Italy: Implications for the healthcare sector," Health Policy, Elsevier, vol. 106(1), pages 10-16.
    24. Giovanni Fattore & Mauro Percudani & Carla Pugnoli & Agostino Contini & Jennifer Beecham, 2000. "Mental Health Care in Italy: Organisational Structure, Routine Clinical Activity and Costs of a Community Psychiatric Service in Lombardy Region," International Journal of Social Psychiatry, , vol. 46(4), pages 250-265, December.
    25. Michele Belloni & Elena Meschi & Giacomo Pasini, 2016. "The Effect on Mental Health of Retiring During the Economic Crisis," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 126-140, November.
    26. Aleksandra Torbica & Aldo Pietro Maggioni & Simone Ghislandi, 2015. "The Economic Crisis and Acute Myocardial Infarction: New Evidence Using Hospital-Level Data," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-13, November.
    27. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    28. 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.
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Chris Sampson’s journal round-up for 26th October 2020
      by Chris Sampson in The Academic Health Economists' Blog on 2020-10-26 12:00:03

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    Cited by:

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    2. Francesco Bogliacino & Cristiano Codagnone & Frans Folkvord & Francisco Lupiáñez-Villanueva, 2023. "The impact of labour market shocks on mental health: evidence from the Covid-19 first wave," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(3), pages 899-930, October.
    3. Aretz, Benjamin, 2022. "The short- and long-term effects of the Great Recession on late-life depression in Europe: The role of area deprivation," Social Science & Medicine, Elsevier, vol. 294(C).
    4. Kergall, Pauline & Guillon, Marlène, 2022. "Lockdown support, trust and COVID-19 conspiracy beliefs: Insights from the second national lockdown in France," Health Policy, Elsevier, vol. 126(11), pages 1103-1109.

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    More about this item

    Keywords

    Mental illness; Mental health care; Economic crisis; Unemployment;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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