Skip to main content

Advertisement

Log in

Unfolding the relationship between mortality, economic fluctuations, and health in Italy

  • Original Paper
  • Published:
The European Journal of Health Economics Aims and scope Submit manuscript

Abstract

Despite the long-run strong negative association between economic development and mortality, their short-run relationship remains controversial. In the present work, we study co-movement between mortality growth (overall, gender- and cause-specific) and economic fluctuations in Italy over the period 1862–2013. To this aim, we use Johansen (Econometrica 59:1551–1580, 1991) procedure to jointly estimate the short- and long-run dynamics of the two variables, avoiding omitted variable bias in the cyclical co-movement extraction or spurious association attributable to trends. We also take into account possible asymmetric responses of mortality growth to shocks in GDP. We find that an increase of 1% in real GDP per capita induces a reduction in mortality rate of 0.27% for total population. Moreover, we observe that business cycle fluctuations do not affect mortality in the pre-wars era, where only the long run decreases matters driven by reduction in infections and accidents mortality. On the contrary, in the post-wars period, expansive phases of business cycle are associated with reduction in mortality growth and periods of recession generate an ever-deeper decrease. However, in this period, mortality for cancer is procyclical and significantly increasing in expansion: this reinforces the debate for controlling environmental factors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. These findings are also supported by Johansen cointegration tests. There is strong cointegration outcome for infection and accidents. Weak cointegration results are detected for digestive (cointegration only at the 10% level of significance both with trace test and lambda max) and cancer mortality (cointegrated at the 5% with lambda max and 10% with trace test). No cointegration is found for deaths for circulatory diseases. These results are available upon request.

References

  1. Ariizumi, H., Schirle, T.: Are recessions really good for your health? Evidence from Canada. Soc. Sci. Med. 74, 1224–1231 (2012)

    Article  PubMed  Google Scholar 

  2. Baffigi, A.: Il PIL per la storia d’Italia. Collana Storica Della Banca d’Italia Statistica, Roma, Marsiglio Editore (2015)

    Google Scholar 

  3. Barbiera, I., Dalla-Zuanna, G.: Population dynamics in italy in the middle ages: new insights from archaeological findings. Popul. Dev. Rev. 35, 367–389 (2009)

    Article  Google Scholar 

  4. Bartoletto, S., Chiarini, B., Marzano, E., Piselli, P.: Business cycles, credit cycles, and bank holdings of sovereign bonds: historical evidence for Italy 1861–2013. In: Bank of Italy Economic History Working Papers, vol 43, pp. 1–43 (2017)

  5. Bonamore, G., Carmignani, F., Colombo, E.: Addressing the unemployment-mortality conundrum: non-linearity is the answer. Soc. Sci. Med. 126, 67–72 (2015)

    Article  PubMed  Google Scholar 

  6. Brenner, M.H.: Mortality and the national economy: a review, and the experience of England and Wales 1936–1976. Lancet II 314(8142), 568–573 (1979)

    Article  Google Scholar 

  7. Brenner, M.H.: Relation of economic change to Swedish health and social well-being, 1950–1980. Soc. Sci. Med. 25(2), 183–195 (1987)

    Article  CAS  PubMed  Google Scholar 

  8. Brenner, H.M.: Economic changes and heart disease mortality. Am. J. Public. Health. 61(3), 606–611 (1971)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Brenner, M.H.: Commentary: economic growth is the basis of mortality rate decline in the 20th century experience of the United States 1901–2000. Int. J. Epidemiol. 34, 1214–1221 (2005)

    Article  PubMed  Google Scholar 

  10. Cutler, D., Deaton, A., Lleras-Muney, A.: The determinants of mortality. J. Econ. Perspect. 20(3), 97–120 (2006)

    Article  Google Scholar 

  11. Dickey, D.A., Fuller, W.A.: Distribution of the estimators for autoregressive time series with a unit root. J. Am. Stat. Assoc. 74(366a), 427–431 (1979)

    Article  Google Scholar 

  12. Di Pietro, G.: Revisiting the impact of macroeconomic conditions on health behaviours. Econ. Hum. Biol. 28, 173–181 (2018)

    Article  PubMed  Google Scholar 

  13. Doornik, J.A.: Approximations to the asymptotic distributions of cointegration tests. J. Econom. Surv. 12(5), 573–593 (1998)

    Article  Google Scholar 

  14. Gerdtham, U.G., Johannesson, M.: Business cycles and mortality: results from Swedish microdata. Soc. Sci. Med. 60, 205–218 (2005)

    Article  PubMed  Google Scholar 

  15. Gerdtham, U.G., Ruhm, C.J.: Deaths rise in good economic times: evidence from the OECD. Econ. Hum. Biol. 4, 298–316 (2006)

    Article  PubMed  Google Scholar 

  16. Global Burden of Disease Cancer Collaboration: The global burden of cancer 2013. JAMA Oncol. 1(4), 505–527 (2015)

    Article  PubMed Central  Google Scholar 

  17. Gonzalez, F., Quast, T.: Mortality and business cycles by level of development: evidence from Mexico. Soc. Sci. Med. 71, 2066–2073 (2010)

    Article  PubMed  Google Scholar 

  18. Gonzalez, F., Quast, T.: Macroeconomic changes and mortality in Mexico. Empir. Econ. 40, 305–319 (2011)

    Article  Google Scholar 

  19. Janko, Z., Emery, J.C.H., Guenette, P.: (2013) The short-run and long-run relationships between mortality and the business cycle in Canada. Econ. Res. Int. Article ID 409738, 11 pages

  20. Johansen, S.: Estimation and hypothesis test of cointegrating vectors in Gaussian vector autoregressive models. Econometrica 59, 1551–1580 (1991)

    Article  Google Scholar 

  21. Kwiatkowski, D., Phillips, P.C.B., Schmidt, P., Shin, Y.: Testing the null hypothesis of stationarity against the alternative of a unit root. J. Econ. 54, 159–178 (1992)

    Article  Google Scholar 

  22. Laporte, A.: Do economic cycles have a permanent effect on population health? Revising the Brenner hypothesis. Health Econ. 13(8), 767–779 (2004)

    Article  PubMed  Google Scholar 

  23. Lee, C., Kim, K.: Changing relationship between unemployment and mortality in South Korea. Health Econ. 26(12), 1630–1636 (2017)

    Article  PubMed  Google Scholar 

  24. Mattei, G., Pistoresi, B., De Vogli, R.: Impact of the economic crises on suicide in Italy: the moderating role of active labor market programs. Forthcom. Soc. Psychiatry Psychiatric Epidemiol. (2018). https://doi.org/10.1007/s00127-018-1625-8

    Article  Google Scholar 

  25. Mattei, G., Pistoresi, B.: Unemployment and suicide in Italy: evidence of a long-run association mitigated by public unemployment spending. Forthcom. Eur. J. Health Econ. (2018). https://doi.org/10.1007/s10198-018-1018-7

    Article  PubMed  Google Scholar 

  26. McKinnon, J.G.: Numerical distribution functions for unit root and cointegration tests. J. Appl. Econ. 11(6), 601–618 (1996)

    Article  Google Scholar 

  27. Neumayer, E.: Recessions lower (some) mortality rates: evidence from Germany. Soc. Sci. Med. 58, 1037–1047 (2004)

    Article  PubMed  Google Scholar 

  28. Preston, S.H.: The changing relation between mortality and level of economic development. Int. J. Epidemiol. 36(3), 484–490 (2007)

    Article  PubMed  Google Scholar 

  29. Ruhm, C.J.: Are recessions good for your health? Quart. J. Econ. 115(2), 617–650 (2000)

    Article  Google Scholar 

  30. Ruhm, C.J.: Good times make you sick. J. Health Econ. 22, 637–658 (2003)

    Article  PubMed  Google Scholar 

  31. Ruhm, C.J.: Mortality increases during economic upturns. Int. J. Epidemiol. 34(6), 1206–1211 (2005)

    Article  PubMed  Google Scholar 

  32. Ruhm, C.J.: Healthy living in hard times. J. Health Econ. 24(2), 341–363 (2005)

    Article  PubMed  Google Scholar 

  33. Ruhm, C.J.: A healthy economy can break your heart. Demography 44(4), 829–848 (2007)

    Article  PubMed  Google Scholar 

  34. Ruhm, C.J.: Recessions, healthy no more? J. Health Econ. 42, 17–28 (2015)

    Article  PubMed  Google Scholar 

  35. Soares, R.R.: On the determinants of mortality reductions in the developing world. Popul. Dev. Rev. 33, 247–287 (2007)

    Article  Google Scholar 

  36. Stevens, A.H., Miller, D.L., Page, M.E., Filipski, M.: The best of times, the worst of times: understanding procyclical mortality. Am. Econ. J. 7(4), 279–311 (2015)

    Google Scholar 

  37. Stuckler, D., Basu, S., Suhrcke, M.: The public health effect of economic crises and alternative policy responses in Europe: an empirical analysis. Lancet 374, 315–323 (2009)

    Article  PubMed  Google Scholar 

  38. Svensson, M.: Economic upturns are good for your heart but watch out for accidents: a study on Swedish regional data 1976–2005. Appl. Econ. 42(5), 615–625 (2010)

    Article  Google Scholar 

  39. Svensson, M., Krüger, N.A.: Mortality and economic fluctuations: evidence from wavelet analysis for Sweden 1800–2000. J. Popul. Econ. 25, 1215–1235 (2012)

    Article  Google Scholar 

  40. Tapia Granados, J.A.: Recessions and mortality in Spain, 1980–1997. Eur. J. Popul. 21, 393–422 (2005)

    Article  Google Scholar 

  41. Tapia Granados, J.A.: Macroeconomic fluctuations and mortality in postwar Japan. Demography 45(2), 323–343 (2008)

    Article  PubMed Central  Google Scholar 

  42. Tapia Granados, J.A., Ionides, E.: The reversal of the relation between economic growth and health progress: sweden in the 19th and 20th centuries. J. Health Econ. 24(3), 544–563 (2008)

    Article  Google Scholar 

  43. Tapia Granados, J.A., Ionides, E.: Mortality and macroeconomic fluctuations in contemporary Sweden. Eur. J. Popul. 27, 157–184 (2011)

    Article  Google Scholar 

  44. Tapia Granados, J.A.: Economic growth and health progress in England and Wales: 160 years of a changing relation. Soc. Sci. Med. 74, 688–695 (2012)

    Article  PubMed  Google Scholar 

  45. Toniolo, G.: The Oxford handbook of the Italian economy since unification. Oxford University Press, Oxford (2013)

    Book  Google Scholar 

  46. Vecchi, G.: Measuring wellbeing: a history of Italian living standards. Oxford University Press, Oxford (2017)

    Book  Google Scholar 

Download references

Acknowledgements

Work financially supported by FAR (2017) research Grant of the University of Modena and Reggio Emilia, Italy. We are grateful to the Editor-in-Chief and two anonymous referees for their very useful suggestions and remarks which improved the final version of the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maddalena Cavicchioli.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cavicchioli, M., Pistoresi, B. Unfolding the relationship between mortality, economic fluctuations, and health in Italy. Eur J Health Econ 21, 351–362 (2020). https://doi.org/10.1007/s10198-019-01135-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10198-019-01135-1

Keywords

JEL Classification

Navigation