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Published in: Decisions in Economics and Finance 1/2021

29-02-2020

Longevity risk and economic growth in sub-populations: evidence from Italy

Authors: Giuseppina Bozzo, Susanna Levantesi, Massimiliano Menzietti

Published in: Decisions in Economics and Finance | Issue 1/2021

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Abstract

Forecasting mortality is still a big challenge for Governments that are interested in reliable projections for defining their economic policy at local and national level. The accuracy of mortality forecasting is considered an important issue for longevity risk management. In the literature, many authors have analyzed the long-run relationship between mortality evolution and socioeconomic variables, such as economic growth, unemployment rate or educational level. This paper investigates the existence of a link between mortality and real gross domestic product per capita (GDPPC) over time in the Italian regions. Empirical evidence shows the presence of a relationship between mortality and the level of real GDPPC (and not its trend). Therefore, we propose a multi-population model including the level of real GDPPC and we compare it with the Boonen–Li model (Boonen and Li in Demography 54:1921–1946, 2017). The validity of the model is tested in the out-of-sample forecasting experiment.
Footnotes
1
Valle d’Aosta is joined to Piemonte (Piemonte-Valle d’Aosta) and Molise to Abruzzo (Abruzzo-Molise).
 
2
In the following, we abbreviate Abruzzo-Molise as “Abruzzo-M.,” Emilia-Romagna as “Emilia-R.,” Friuli-Venezia Giulia as “Friuli-V.G.,” Piemonte-Valle D’ Aosta as “Piemonte-V.D.,” Trentino Alto-Adige as “Trentino A.A.”
 
3
Life tables are extended until age 119 (\(\omega =120\)) using a logistic extrapolation.
 
Literature
go back to reference Brenner, M.H.: Mortality and economic instability: detailed analyses for Britain and comparative analyses for selected industrialized countries. Int. J. Health Serv. 13, 563–620 (1983)CrossRef Brenner, M.H.: Mortality and economic instability: detailed analyses for Britain and comparative analyses for selected industrialized countries. Int. J. Health Serv. 13, 563–620 (1983)CrossRef
go back to reference Brenner, M.H.: Commentary: economic growth is the basis of mortality rate decline in the 20th century? Experience of US 1901–2000. Int. J. Epidemiol. 34, 1214–1221 (2005)CrossRef Brenner, M.H.: Commentary: economic growth is the basis of mortality rate decline in the 20th century? Experience of US 1901–2000. Int. J. Epidemiol. 34, 1214–1221 (2005)CrossRef
go back to reference Boonen, T.J., Li, H.: Modeling and forecasting mortality with economic growth: a multipopulation approach. Demography 54, 1921–1946 (2017)CrossRef Boonen, T.J., Li, H.: Modeling and forecasting mortality with economic growth: a multipopulation approach. Demography 54, 1921–1946 (2017)CrossRef
go back to reference Brouhns, N., Denuit, M., Vermunt, J.K.: A poisson logbilinear approach to the construction of projected lifetables. Insur. Math. Econ. 31(3), 373–393 (2002)CrossRef Brouhns, N., Denuit, M., Vermunt, J.K.: A poisson logbilinear approach to the construction of projected lifetables. Insur. Math. Econ. 31(3), 373–393 (2002)CrossRef
go back to reference Danesi, I.L., Haberman, S., Millosovich, P.: Forecasting mortality in sub-populations using Lee-Carter type models: a comparison. Insur. Math. Econ. 62, 151–161 (2015)CrossRef Danesi, I.L., Haberman, S., Millosovich, P.: Forecasting mortality in sub-populations using Lee-Carter type models: a comparison. Insur. Math. Econ. 62, 151–161 (2015)CrossRef
go back to reference Debón, A., Montes, F., Martínez-Ruiz, F.: Statistical methods to compare mortality for a group with non-divergent populations: an application to Spanish regions. Eur. Actuar. J. 1(2), 291–308 (2011)CrossRef Debón, A., Montes, F., Martínez-Ruiz, F.: Statistical methods to compare mortality for a group with non-divergent populations: an application to Spanish regions. Eur. Actuar. J. 1(2), 291–308 (2011)CrossRef
go back to reference Engle, R.F., Granger, C.W.J.: Long Run Economic Relationships: Readings in Cointegration. Oxford University Press, Oxford (1991) Engle, R.F., Granger, C.W.J.: Long Run Economic Relationships: Readings in Cointegration. Oxford University Press, Oxford (1991)
go back to reference Hanewald, K.: Explaining mortality dynamics: the role of macroeconomic fluctuations and cause of death trends. N. Am. Actuar. J. 15, 290–314 (2011)CrossRef Hanewald, K.: Explaining mortality dynamics: the role of macroeconomic fluctuations and cause of death trends. N. Am. Actuar. J. 15, 290–314 (2011)CrossRef
go back to reference Lee, D., Carter, L.R.: Modeling and forecasting U.S. mortality. J. Am. Stat. Assoc. 87, 659–671 (1992) Lee, D., Carter, L.R.: Modeling and forecasting U.S. mortality. J. Am. Stat. Assoc. 87, 659–671 (1992)
go back to reference Li, N., Lee, R.D.: Coherent mortality forecasts for a group of populations: an extension of the Lee-Carter method. Demography 42, 575–594 (2005)CrossRef Li, N., Lee, R.D.: Coherent mortality forecasts for a group of populations: an extension of the Lee-Carter method. Demography 42, 575–594 (2005)CrossRef
go back to reference Niu, G., Melenberg, B.: Trends in mortality decrease and economic growth. Demography 51, 1755–1773 (2014)CrossRef Niu, G., Melenberg, B.: Trends in mortality decrease and economic growth. Demography 51, 1755–1773 (2014)CrossRef
go back to reference Phillips, P.C.B., Perron, P.: Testing for unit roots in time series regression. Biometrika 75, 335–346 (1988)CrossRef Phillips, P.C.B., Perron, P.: Testing for unit roots in time series regression. Biometrika 75, 335–346 (1988)CrossRef
go back to reference Ruhm, C.J.: Commentary: mortality increases during economic upturns. Int. J. Epidemiol. 34, 1206–1211 (2005)CrossRef Ruhm, C.J.: Commentary: mortality increases during economic upturns. Int. J. Epidemiol. 34, 1206–1211 (2005)CrossRef
go back to reference Seklecka, M., Lazam, N.M., Pantelous, A.A., O’Hare, C.: Mortality effects of economic fluctuations in selected eurozone countries. J. Forecast. 38, 39–62 (2019)CrossRef Seklecka, M., Lazam, N.M., Pantelous, A.A., O’Hare, C.: Mortality effects of economic fluctuations in selected eurozone countries. J. Forecast. 38, 39–62 (2019)CrossRef
go back to reference Tapia Granados, J.A.: Macroeconomic fluctuations and mortality in postwar Japan. Demography 45(2), 323–343 (2008)CrossRef Tapia Granados, J.A.: Macroeconomic fluctuations and mortality in postwar Japan. Demography 45(2), 323–343 (2008)CrossRef
go back to reference Tapia Granados, J.A., Ionides, E.L.: Mortality and macroeconomic fluctuations in contemporary Sweden. Eur. J. Popul. 27, 157–184 (2011)CrossRef Tapia Granados, J.A., Ionides, E.L.: Mortality and macroeconomic fluctuations in contemporary Sweden. Eur. J. Popul. 27, 157–184 (2011)CrossRef
Metadata
Title
Longevity risk and economic growth in sub-populations: evidence from Italy
Authors
Giuseppina Bozzo
Susanna Levantesi
Massimiliano Menzietti
Publication date
29-02-2020
Publisher
Springer International Publishing
Published in
Decisions in Economics and Finance / Issue 1/2021
Print ISSN: 1593-8883
Electronic ISSN: 1129-6569
DOI
https://doi.org/10.1007/s10203-020-00275-x

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