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Unemployment and suicide in Italy: evidence of a long-run association mitigated by public unemployment spending

Author

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  • Giorgio Mattei

    (University of Modena and Reggio Emilia
    University of Modena and Reggio Emilia)

  • Barbara Pistoresi

    (University of Modena and Reggio Emilia)

Abstract

From the mid-1990s on, the suicide rate in Italy declined steadily, then apparently rose again after the onset of the Great Recession, along with a sharp increase in unemployment. The aim of this study is to test the association between the suicide rate and unemployment (i.e., the unemployment rate for males and females in the period 1977–2015, and the long-term unemployment rate in the period 1983–2012) in Italy, by means of cointegration techniques. The analysis was adjusted for public unemployment spending (referring to the period 1980–2012). The study identified a long-run relationship between the suicide rate and long-term unemployment. On the other hand, an association between suicide and unemployment rate emerged, though statistically weaker. A 1% increase in long-term unemployment increases the suicide rate by 0.83%, with a long-term effect lasting up to 18 years. Public unemployment spending (as percentage of the Italian gross domestic product) may mitigate this association: when its annual growth rate is higher than 0.18%, no impact of unemployment on suicide in detectable. A decrease in the suicide rate is expected for higher amounts of social spending, which may be able to compensate for the reduced level of social integration resulting from unemployment, helping the individual to continue to integrate into society. A corollary of this is that austerity in times of economic recession may exacerbate the impact of the economic downturn on mental health. However, a specific “flexicurity” system (intended as a combination of high employment protection, job satisfaction and labour-market policies) may have a positive impact on health.

Suggested Citation

  • Giorgio Mattei & Barbara Pistoresi, 2019. "Unemployment and suicide in Italy: evidence of a long-run association mitigated by public unemployment spending," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(4), pages 569-577, June.
  • Handle: RePEc:spr:eujhec:v:20:y:2019:i:4:d:10.1007_s10198-018-1018-7
    DOI: 10.1007/s10198-018-1018-7
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    1. Platt, Stephen, 1984. "Unemployment and suicidal behaviour: A review of the literature," Social Science & Medicine, Elsevier, vol. 19(2), pages 93-115, January.
    2. Giorgio Mattei & Roberto De Vogli & Silvia Ferrari & Luca Pingani & Marco Rigatelli & Gian Maria Galeazzi, 2017. "Impact of the economic crisis on health-related behaviors in Italy," International Journal of Social Psychiatry, , vol. 63(7), pages 649-656, November.
    3. Fabrizio Starace & Francesco Mungai & Elena Sarti & Tindara Addabbo, 2017. "Self-reported unemployment status and recession: An analysis on the Italian population with and without mental health problems," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-13, April.
    4. Andrew Phiri & Doreen Mukuku, 2020. "Does unemployment aggravate suicide rates in South Africa? Some empirical evidence," Review of Social Economy, Taylor & Francis Journals, vol. 78(4), pages 532-560, October.
    5. 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.
    6. Hamermesh, Daniel S & Soss, Neal M, 1974. "An Economic Theory of Suicide," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 83-98, Jan.-Feb..
    7. Thomas Barnay, 2016. "Health, work and working conditions: a review of the European economic literature," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 693-709, July.
    8. Qu, Zhongjun & Perron, Pierre, 2007. "A Modified Information Criterion For Cointegration Tests Based On A Var Approximation," Econometric Theory, Cambridge University Press, vol. 23(4), pages 638-685, August.
    9. 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.
    10. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    11. Katarzyna Orlewska & Ewa Orlewska, 2018. "Burden of suicide in Poland in 2012: how could it be measured and how big is it?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(3), pages 409-417, April.
    12. Jurgen A. Doornik, 1998. "Approximations To The Asymptotic Distributions Of Cointegration Tests," Journal of Economic Surveys, Wiley Blackwell, vol. 12(5), pages 573-593, December.
    13. 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.
    14. Jurgen A. Doornik, 1998. "Approximations To The Asymptotic Distributions Of Cointegration Tests," Journal of Economic Surveys, Wiley Blackwell, vol. 12(5), pages 573-593, December.
    15. Anders Barstad, 2008. "Explaining Changing Suicide Rates in Norway 1948–2004: The Role of Social Integration," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(1), pages 47-64, May.
    16. Neumayer, Eric, 2004. "Recessions lower (some) mortality rates:: evidence from Germany," Social Science & Medicine, Elsevier, vol. 58(6), pages 1037-1047, March.
    17. Marko Korhonen & Mikko Puhakka & Matti Viren, 2016. "Economic hardship and suicide mortality in Finland, 1875–2010," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(2), pages 129-137, March.
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    Cited by:

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    2. Takashi Shiroyama & Kouji Fukuyama & Motohiro Okada, 2021. "Effects of Financial Expenditure of Prefectures/Municipalities on Regional Suicide Mortality in Japan," IJERPH, MDPI, vol. 18(16), pages 1-16, August.
    3. Eleftherios Goulas & Athina Zervoyianni, 2023. "Suicide mortality, long‐term unemployment, and labor‐market policies: Evidence from European countries," Bulletin of Economic Research, Wiley Blackwell, vol. 75(4), pages 1112-1139, October.
    4. Botha, Ferdi & Nguyen, Viet H., 2022. "Opposite nonlinear effects of unemployment and sentiment on male and female suicide rates: Evidence from Australia," Social Science & Medicine, Elsevier, vol. 292(C).
    5. Toshiki Hasegawa & Kouji Fukuyama & Motohiro Okada, 2021. "Relationships between Expenditure of Regional Governments and Suicide Mortalities Caused by Six Major Motives in Japan," IJERPH, MDPI, vol. 19(1), pages 1-18, December.
    6. Misaki Nakamoto & Takatoshi Nakagawa & Masahiko Murata & Motohiro Okada, 2021. "Impacts of Dual-Income Household Rate on Suicide Mortalities in Japan," IJERPH, MDPI, vol. 18(11), pages 1-16, May.
    7. Adriana AnaMaria Davidescu & Simona-Andreea Apostu & Aurel Marin, 2021. "Forecasting the Romanian Unemployment Rate in Time of Health Crisis—A Univariate vs. Multivariate Time Series Approach," IJERPH, MDPI, vol. 18(21), pages 1-31, October.
    8. Stefano Tripi & Giorgio Mattei, 2020. "COVID-19 e Pubblica Amministrazione: implicazioni dello smart working per il management e per la salute mentale dei lavoratori (COVID-19 and Public Administration: implications of smart working for ma," Department of Economics 0171, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    9. Tomosuke Nakano & Toshiki Hasegawa & Motohiro Okada, 2021. "Analysing the Impacts of Financial Support for Regional Suicide Prevention Programmes on Suicide Mortality Caused by Major Suicide Motives in Japan Using Statistical Government Data," IJERPH, MDPI, vol. 18(7), pages 1-20, March.

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    More about this item

    Keywords

    Suicide mortality; Cointegration analysis; ECM; Austerity measures; Italy;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • I1 - Health, Education, and Welfare - - Health

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