Skip to main content
Erschienen in: Decisions in Economics and Finance 1/2021

29.02.2020

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

verfasst von: Giuseppina Bozzo, Susanna Levantesi, Massimiliano Menzietti

Erschienen in: Decisions in Economics and Finance | Ausgabe 1/2021

Einloggen, um Zugang zu erhalten

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

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.
Fußnoten
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.
 
Literatur
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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)
Zurück zum Zitat 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
Zurück zum Zitat 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)
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Zurück zum Zitat 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
Metadaten
Titel
Longevity risk and economic growth in sub-populations: evidence from Italy
verfasst von
Giuseppina Bozzo
Susanna Levantesi
Massimiliano Menzietti
Publikationsdatum
29.02.2020
Verlag
Springer International Publishing
Erschienen in
Decisions in Economics and Finance / Ausgabe 1/2021
Print ISSN: 1593-8883
Elektronische ISSN: 1129-6569
DOI
https://doi.org/10.1007/s10203-020-00275-x

Weitere Artikel der Ausgabe 1/2021

Decisions in Economics and Finance 1/2021 Zur Ausgabe