IDEAS home Printed from https://ideas.repec.org/p/crp/wpaper/129.html
   My bibliography  Save this paper

Lifetime income and old age mortality risk in Italy over two decades

Author

Listed:
  • Michele Belloni

    (CeRP - Collegio Carlo Alberto and University of Venice)

  • Rob Alessie

    (University of Groningen)

  • Adriaan Kalwij

    (Utrecht University School of Economics)

  • Chiara Marinacci

    (Epidemiology Unit, Regione Piemonte)

Abstract

European studies highlight a widening of relative inequalities in general mortality by socioeconomic status from the 1970s to the 1990s. Few studies are available for Southern European countries; they show that these countries represent an exception to these trends. Available evidence on this for Italy is for a specific city only and nationwide evidence does not exist yet. This paper examines the association between lifetime income and old age mortality risk, referred to as the income–mortality gradient, in Italy during the 1980s and 1990s. We investigate the shape of the gradient. Most importantly, we analyze the evolution of the gradient between these two decades. We use data drawn from an administrative pension archive held by the main Italian social security institution and proxy individual lifetime income with pension income. We use non-standard Cox proportional hazard models, where the positions and number of the knots in the spline function for income are determined by the data. The shape of the income–mortality gradient shows two discontinuities for males and one for females; these kink points are situated almost at the same percentiles of the income distribution during the 1980s and the 1990s. The estimated associations are negative and stronger at higher income levels. The income–mortality gradient widens over time for males and remains unchanged for females. Accounting for regional effects explains most of the widening in the gradient over time for males. Our findings show for both males and females that mortality risk decreases with income. Once controlled for regional differences, and in contrast with the trends observed in many other European countries, the relative difference in mortality risk between high and low-income individuals is rather stable over time in Italy.

Suggested Citation

  • Michele Belloni & Rob Alessie & Adriaan Kalwij & Chiara Marinacci, 2012. "Lifetime income and old age mortality risk in Italy over two decades," CeRP Working Papers 129, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  • Handle: RePEc:crp:wpaper:129
    as

    Download full text from publisher

    File URL: http://fileserver.carloalberto.org/cerp/WP_129.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Alberto Alesina & Yann Algan & Pierre Cahuc & Paola Giuliano, 2015. "Family Values And The Regulation Of Labor," Journal of the European Economic Association, European Economic Association, vol. 13(4), pages 599-630, August.
    2. Alberto Alesina & Yann Algan & Pierre Cahuc & Paola Giuliano, 2015. "Family Values And The Regulation Of Labor," Journal of the European Economic Association, European Economic Association, vol. 13(4), pages 599-630, August.
    3. Cristia, Julian P., 2009. "Rising mortality and life expectancy differentials by lifetime earnings in the United States," Journal of Health Economics, Elsevier, vol. 28(5), pages 984-995, September.
    4. van den Berg, Gerard J. & Lindeboom, Maarten & Portrait, France, 2011. "Conjugal bereavement effects on health and mortality at advanced ages," Journal of Health Economics, Elsevier, vol. 30(4), pages 774-794, July.
    5. Massimiliano Bratti, 2003. "Labour force participation and marital fertility of Italian women: The role of education," Journal of Population Economics, Springer;European Society for Population Economics, vol. 16(3), pages 525-554, August.
    6. Franco Peracchi, 2008. "Height and Economic Development in Italy, 1730-1980," American Economic Review, American Economic Association, vol. 98(2), pages 475-481, May.
    7. Belloni, Michele & Alessie, Rob, 2009. "The importance of financial incentives on retirement choices: New evidence for Italy," Labour Economics, Elsevier, vol. 16(5), pages 578-588, October.
    8. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    9. repec:bla:labour:v:17:y:2003:i:specialissue:p:45-78 is not listed on IDEAS
    10. Cristia, Julian P., 2009. "Rising mortality and life expectancy differentials by lifetime earnings in the United States," Journal of Health Economics, Elsevier, vol. 28(5), pages 984-995, September.
    11. Graziella Caselli & Franco Peracchi & Elisabetta Barbi & Rosa Maria Lipsi, 2003. "Differential Mortality and the Design of the Italian System of Public Pensions," LABOUR, CEIS, vol. 17(s1), pages 45-78, August.
    12. Brugiavini, Agar & Galasso, Vincenzo, 2004. "The social security reform process in Italy: where do we stand?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 3(2), pages 165-195, July.
    13. Orazio P. Attanasio & Carl Emmerson, 2003. "Mortality, Health Status, and Wealth," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 821-850, June.
    14. Ferrie, J.E. & Shipley, M.J. & Marmot, M.G. & Stansfeld, S.A. & Smith, G.D., 1998. "An uncertain future: The health effects of threats to employment security in white-collar men and women," American Journal of Public Health, American Public Health Association, vol. 88(7), pages 1030-1036.
    15. Daniel Sullivan & Till von Wachter, 2009. "Average Earnings and Long-Term Mortality: Evidence from Administrative Data," American Economic Review, American Economic Association, vol. 99(2), pages 133-138, May.
    16. repec:dau:papers:123456789/10510 is not listed on IDEAS
    17. Jennifer Montez & Robert Hummer & Mark Hayward, 2012. "Educational Attainment and Adult Mortality in the United States: A Systematic Analysis of Functional Form," Demography, Springer;Population Association of America (PAA), vol. 49(1), pages 315-336, February.
    18. Adriaan Kalwij & Rob Alessie & Marike Knoef, 2013. "The Association Between Individual Income and Remaining Life Expectancy at the Age of 65 in the Netherlands," Demography, Springer;Population Association of America (PAA), vol. 50(1), pages 181-206, February.
    19. Anton E. Kunst & Vivian Bos & Otto Andersen & Mario Cardano & Giuseppe Costa & Seeromanie Harding & Örjan Hemström & Richard Layte & Enrique Regidor & Alison Reid & Paula Santana & Tapani Valkonen & J, 2004. "Monitoring of trends in socioeconomic inequalities in mortality," Demographic Research Special Collections, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 2(9), pages 229-254.
    20. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    21. Harriet Orcutt Duleep, 1986. "Measuring the Effect of Income on Adult Mortality Using Longitudinal Administrative Record Data," Journal of Human Resources, University of Wisconsin Press, vol. 21(2), pages 238-251.
    22. Hans-Martin von Gaudecker & Rembrandt D. Scholz, 2007. "Differential mortality by lifetime earnings in Germany," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 17(4), pages 83-108.
    23. Michele Belloni & Carlo Maccheroni, 2013. "Actuarial Fairness When Longevity Increases: An Evaluation of the Italian Pension System," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 38(4), pages 638-674, October.
    24. Stefan Hupfeld, 2011. "Non-monotonicity in the longevity–income relationship," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(1), pages 191-211, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Juan Manuel Pérez-Salamero González & Marta Regúlez Castillo & Carlos Vidal-Meliá, 2021. "Mortality and life expectancy trends for male pensioners by pension income level," Documentos de Trabajo del ICAE 2021-02, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    2. Culotta, Fabrizio & Alaimo, Leonardo Salvatore & Bravo, Jorge Miguel & di Bella, Enrico & Gandullia, Luca, 2022. "Total-employed longevity gap, pension fairness and public finance: Evidence from one of the oldest regions in EU," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    3. Antonio Abatemarco & Maria Russolillo, 2023. "The Dynamics of the Gender Gap at Retirement in Italy: Evidence from SHARE," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 445-473, July.
    4. Mathieu Lefèbvre & Pierre Pestieau & Gregory Ponthiere, 2019. "Premature mortality and poverty measurement in an OLG economy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 621-664, April.
    5. Juan Manuel Pérez-Salamero González & Marta Regúlez-Castillo & Carlos Vidal-Meliá, 2021. "Differences in Life Expectancy Between Self-Employed Workers and Paid Employees when Retirement Pensioners: Evidence from Spanish Social Security Records," European Journal of Population, Springer;European Association for Population Studies, vol. 37(3), pages 697-725, July.
    6. Marcella Corsi; Carlo D’Ippoliti, 2016. "Le pensioni tra efficienza economica e giustizia sociale: un connubio possibile (The pensions system between economic efficiency and social justice: A possible mix)," Moneta e Credito, Economia civile, vol. 69(274), pages 227-250.
    7. Adriaan Kalwij, 2014. "An empirical analysis of the importance of controlling for unobserved heterogeneity when estimating the income-mortality gradient," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 31(30), pages 913-940.
    8. Jose A. Valderrama & Javier Olivera, 2023. "The effects of social pensions on mortality among the extreme poor elderly," Documentos de Trabajo / Working Papers 2023-525, Departamento de Economía - Pontificia Universidad Católica del Perú.
    9. Fabrizio Culotta, 2021. "Life Expectancy Heterogeneity and Pension Fairness: An Italian North-South Divide," Risks, MDPI, vol. 9(3), pages 1-22, March.
    10. Gustavo DeSantis, 2014. "More with less: the Almost Ideal Pension Systems (AIPS)," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 12(1), pages 169-192.
    11. Cristina Giudici & Silvia Polettini & Alessandra Rose & Nicolas Brouard, 2019. "Which Aspects of Elderly Living Conditions are Important to Predict Mortality? The Complex Role of Family Ties at Home and in Institutions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 1255-1283, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Adriaan Kalwij & Rob Alessie & Marike Knoef, 2013. "The Association Between Individual Income and Remaining Life Expectancy at the Age of 65 in the Netherlands," Demography, Springer;Population Association of America (PAA), vol. 50(1), pages 181-206, February.
    2. Kåre Bævre & Øystein Kravdal, 2014. "The effects of earlier income variation on mortality: An analysis of Norwegian register data," Population Studies, Taylor & Francis Journals, vol. 68(1), pages 81-94, March.
    3. Alexander Ahammer & G. Thomas Horvath & Rudolf Winter-Ebmer, 2017. "The effect of income on mortality—new evidence for the absence of a causal link," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(3), pages 793-816, June.
    4. Leroux, Marie-Louise & Pestieau, Pierre & Ponthière, Grégory, 2015. "Longévité différentielle et redistribution : enjeux théoriques et empiriques," L'Actualité Economique, Société Canadienne de Science Economique, vol. 91(4), pages 465-497, Décembre.
    5. Heer, Burkhard & Rohrbacher, Stefan, 2021. "Endogenous longevity and optimal tax progressivity," Journal of Health Economics, Elsevier, vol. 79(C).
    6. Marie‐Louise Leroux & Pierre Pestieau, 2023. "Age‐ and health‐related non‐linear inheritance taxation," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 897-912, August.
    7. Marie Connolly & Akakpo Domefa-Konou & Marie-Louise Leroux, 2023. "Evaluating the relationship between income, survival and loss of autonomy among older Canadians," CIRANO Working Papers 2023s-04, CIRANO.
    8. Haan, Peter & Kemptner, Daniel & Lüthen, Holger, 2020. "The rising longevity gap by lifetime earnings – Distributional implications for the pension system," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    9. Yue Li, 2018. "Economic Analysis Of Social Security Survivors Insurance," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(4), pages 2043-2073, November.
    10. Adriaan Kalwij, 2014. "An empirical analysis of the importance of controlling for unobserved heterogeneity when estimating the income-mortality gradient," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 31(30), pages 913-940.
    11. Daniel Nettle, 2010. "Why Are There Social Gradients in Preventative Health Behavior? A Perspective from Behavioral Ecology," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-6, October.
    12. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    13. Clémentine Garrouste & Mathilde Godard, 2016. "The lasting health impact of leaving school in a bad economy : Britons in the 1970s recession," Post-Print hal-01408637, HAL.
    14. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2013. "On the Origins of Gender Roles: Women and the Plough," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 469-530.
    15. Amin, Vikesh & Behrman, Jere R. & Fletcher, Jason M. & Flores, Carlos A. & Flores-Lagunes, Alfonso & Kohler, Hans-Peter, 2022. "Does Schooling Improve Cognitive Abilities at Older Ages: Causal Evidence from Nonparametric Bounds," IZA Discussion Papers 15371, Institute of Labor Economics (IZA).
    16. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2020. "Does Higher Education Reduce Mortality? Evidence from a Natural Experiment in Chile," SocArXiv 5s2px, Center for Open Science.
    17. Irena Dushi & Leora Friedberg & Anthony Webb, 2021. "Is the Adjustment of Social Security Benefits Actuarially Fair, and If So, for Whom?," SCEPA working paper series. 2021-04, Schwartz Center for Economic Policy Analysis (SCEPA), The New School.
    18. Quamrul Ashraf & Oded Galor, 2011. "Cultural Diversity, Geographical Isolation, and the Origin of the Wealth of Nations," Department of Economics Working Papers 2011-15, Department of Economics, Williams College.
    19. Roozbeh Hosseini & Ali Shourideh, 2019. "Retirement Financing: An Optimal Reform Approach," Econometrica, Econometric Society, vol. 87(4), pages 1205-1265, July.
    20. Julien Hugonnier & Florian Pelgrin & Pascal St‐Amour, 2020. "Closing down the shop: Optimal health and wealth dynamics near the end of life," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 138-153, February.

    More about this item

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:crp:wpaper:129. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Silvia Maero (email available below). General contact details of provider: https://edirc.repec.org/data/cetorit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.