IDEAS home Printed from https://ideas.repec.org/a/spr/eurpop/v22y2006i2d10.1007_s10680-006-0003-5.html
   My bibliography  Save this article

Socioeconomic differentials in mortality in Finland and the United States: the role of education and income

Author

Listed:
  • Irma T. Elo

    (University of Pennsylvania)

  • Pekka Martikainen

    (University of Helsinki
    University of Helsinki)

  • Kirsten P. Smith

    (Harvard Medical School)

Abstract

We document social inequalities in cause-specific mortality at ages 35–64 in Finland and the United States, countries with different health systems, income distributions, and social welfare programs for the working-aged population. The education–mortality gradient was the most marked for Finnish men and for causes of death linked to risk-taking, health behaviors, and stress. The association between family income and mortality was curvilinear in both countries. The effects of education and income were strongly attenuated after controlling for each other, marital status, and labor force participation, with the greatest attenuation observed for income in Finland and education in the United States.

Suggested Citation

  • Irma T. Elo & Pekka Martikainen & Kirsten P. Smith, 2006. "Socioeconomic differentials in mortality in Finland and the United States: the role of education and income," European Journal of Population, Springer;European Association for Population Studies, vol. 22(2), pages 179-203, June.
  • Handle: RePEc:spr:eurpop:v:22:y:2006:i:2:d:10.1007_s10680-006-0003-5
    DOI: 10.1007/s10680-006-0003-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10680-006-0003-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10680-006-0003-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lynch, J. W. & Kaplan, G. A. & Salonen, J. T., 1997. "Why do poor people behave poorly? Variation in adult health behaviours and psychosocial characteristics by stages of the socioeconomic lifecourse," Social Science & Medicine, Elsevier, vol. 44(6), pages 809-819, March.
    2. Angus Deaton, 2003. "Health, Inequality, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 113-158, March.
    3. Winkleby, M.A. & Jatulis, D.E. & Frank, E. & Fortmann, S.P., 1992. "Socioeconomic status and health: How education, income, and occupation contribute to risk factors for cardiovascular disease," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 816-820.
    4. Sihvonen, Ari-Pekka & Kunst, Anton E. & Lahelma, Eero & Valkonen, Tapani & Mackenbach, Johan P., 1998. "Socioeconomic inequalities in health expectancy in Finland and Norway in the late 1980s," Social Science & Medicine, Elsevier, vol. 47(3), pages 303-315, August.
    5. Peter Gottschalk & Timothy M. Smeeding, 1997. "Cross-National Comparisons of Earnings and Income Inequality," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 633-687, June.
    6. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    7. van Doorslaer, Eddy & Wagstaff, Adam & Bleichrodt, Han & Calonge, Samuel & Gerdtham, Ulf-G. & Gerfin, Michael & Geurts, Jose & Gross, Lorna & Hakkinen, Unto & Leu, Robert E., 1997. "Income-related inequalities in health: some international comparisons," Journal of Health Economics, Elsevier, vol. 16(1), pages 93-112, February.
    8. Scott Lynch, 2003. "Cohort and life-course patterns in the relationship between education and health: A hierarchical approach," Demography, Springer;Population Association of America (PAA), vol. 40(2), pages 309-331, May.
    9. Mackenbach, J.P. & Kunst, A.E. & Groenhof, F. & Borgan, J.-K. & Costa, G. & Faggiano, F. & Józan, P. & Leinsalu, M. & Martikainen, P. & Rychtarikova, J. & Valkonen, T., 1999. "Socioeconomic inequalities in mortality among women and among men: An international study," American Journal of Public Health, American Public Health Association, vol. 89(12), pages 1800-1806.
    10. Pensola, Tiina & Martikainen, Pekka, 2004. "Life-course experiences and mortality by adult social class among young men," Social Science & Medicine, Elsevier, vol. 58(11), pages 2149-2170, June.
    11. Kunst, A.E. & Mackenbach, J.P., 1994. "The size of mortality differences associated with educational level in nine industrialized countries," American Journal of Public Health, American Public Health Association, vol. 84(6), pages 932-937.
    12. Catherine Ross & John Mirowsky, 1999. "Refining the association between education and health: The effects of quantity, credential, and selectivity," Demography, Springer;Population Association of America (PAA), vol. 36(4), pages 445-460, November.
    13. Koskinen, Seppo & Martelin, Tuija, 1994. "Why are socioeconomic mortality differences smaller among women than among men?," Social Science & Medicine, Elsevier, vol. 38(10), pages 1385-1396, May.
    14. Backlund, Eric & Sorlie, Paul D. & Johnson, Norman J., 1999. "A comparison of the relationships of education and income with mortality: the national longitudinal mortality study," Social Science & Medicine, Elsevier, vol. 49(10), pages 1373-1384, November.
    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. Bethany Everett & David Rehkopf & Richard Rogers, 2013. "The Nonlinear Relationship Between Education and Mortality: An Examination of Cohort, Race/Ethnic, and Gender Differences," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(6), pages 893-917, December.
    2. Alyson van Raalte & Pekka Martikainen & Mikko Myrskylä, 2014. "Lifespan Variation by Occupational Class: Compression or Stagnation Over Time?," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 73-95, February.
    3. Pedro García-Castrillo & María A. González-Álvarez, 2021. "Inequality in the Face of Death: The Income Gradient in Mortality of the Spanish Pre-Recession Working-Age Population," IJERPH, MDPI, vol. 18(23), pages 1-13, November.
    4. Anna Zajacova & Sarah Burgard, 2013. "Healthier, Wealthier, and Wiser: A Demonstration of Compositional Changes in Aging Cohorts Due to Selective Mortality," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(3), pages 311-324, June.
    5. Roland Rau & Gabriele Doblhammer & Vladimir Canudas-Romo & Zhang Zhen, 2008. "Cause-of-Death Contributions to Educational Inequalities in Mortality in Austria between 1981/1982 and 1991/1992," European Journal of Population, Springer;European Association for Population Studies, vol. 24(3), pages 265-286, September.
    6. 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.
    7. Elizabeth M. Lawrence & Richard G. Rogers & Anna Zajacova, 2016. "Educational Attainment and Mortality in the United States: Effects of Degrees, Years of Schooling, and Certification," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 35(4), pages 501-525, August.
    8. Netta E. Mäki & Pekka T. Martikainen, 2008. "The Effects of Education, Social Class and Income on Non-alcohol- and Alcohol-Associated Suicide Mortality: A Register-based Study of Finnish Men Aged 25–64," European Journal of Population, Springer;European Association for Population Studies, vol. 24(4), pages 385-404, December.
    9. Olga Grigoriev & Gabriele Doblhammer, 2019. "Changing educational gradient in long-term care-free life expectancy among German men, 1997-2012," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-20, September.
    10. Laura Ansala & Ulla Hämäläinen & Matti Sarvimäki, 2016. "Slipping through the Cracks of a Welfare State: Children of Immigrants in Finland," RF Berlin - CReAM Discussion Paper Series 1606, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    11. Hendi, Arun S. & Elo, Irma T. & Martikainen, Pekka, 2021. "The implications of changing education distributions for life expectancy gradients," Social Science & Medicine, Elsevier, vol. 272(C).
    12. Iliana Kohler & Pekka Martikainen & Kirsten P. Smith & Irma T. Elo, 2008. "Educational differences in all-cause mortality by marital status," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 19(60), pages 2011-2042.
    13. Virginia Zarulli, 2016. "Unobserved Heterogeneity of Frailty in the Analysis of Socioeconomic Differences in Health and Mortality," European Journal of Population, Springer;European Association for Population Studies, vol. 32(1), pages 55-72, February.
    14. Zajacova, Anna & Hummer, Robert A., 2009. "Gender differences in education effects on all-cause mortality for white and black adults in the United States," Social Science & Medicine, Elsevier, vol. 69(4), pages 529-537, August.

    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. Zajacova, Anna, 2006. "Education, gender, and mortality: Does schooling have the same effect on mortality for men and women in the US?," Social Science & Medicine, Elsevier, vol. 63(8), pages 2176-2190, October.
    2. Zajacova, Anna & Hummer, Robert A., 2009. "Gender differences in education effects on all-cause mortality for white and black adults in the United States," Social Science & Medicine, Elsevier, vol. 69(4), pages 529-537, August.
    3. Jaffe, Dena H. & Eisenbach, Zvi & Neumark, Yehuda D. & Manor, Orly, 2006. "Effects of husbands' and wives' education on each other's mortality," Social Science & Medicine, Elsevier, vol. 62(8), pages 2014-2023, April.
    4. van Kippersluis, Hans & Van Ourti, Tom & O'Donnell, Owen & van Doorslaer, Eddy, 2009. "Health and income across the life cycle and generations in Europe," Journal of Health Economics, Elsevier, vol. 28(4), pages 818-830, July.
    5. Maite Blázquez Cuesta & Elena Cottini & Herrarte, A. (Ainhoa), 2012. "GINI DP 39: Socioeconomic Gradient in Health: How Important is Material Deprivation?," GINI Discussion Papers 39, AIAS, Amsterdam Institute for Advanced Labour Studies.
    6. Leonardo Becchetti & Pierluigi Conzo & Fabio Pisani, 2018. "Education and health in Europe," Applied Economics, Taylor & Francis Journals, vol. 50(12), pages 1362-1377, March.
    7. Adam Wagstaff & Eddy van Doorslaer, 2004. "Overall versus socioeconomic health inequality: a measurement framework and two empirical illustrations," Health Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 297-301, March.
    8. Jennifer M. Mellor & Jeffrey Milyo, 2002. "Income Inequality and Health Status in the United States: Evidence from the Current Population Survey," Journal of Human Resources, University of Wisconsin Press, vol. 37(3), pages 510-539.
    9. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    10. Steven Prus, 2007. "Age, SES, and Health: A Population Level Analysis of Health Inequalities over the Life Course," Social and Economic Dimensions of an Aging Population Research Papers 181, McMaster University.
    11. Gerdtham, Ulf-G. & Johannesson, Magnus, 2000. "Income-related inequality in life-years and quality-adjusted life-years," Journal of Health Economics, Elsevier, vol. 19(6), pages 1007-1026, November.
    12. Joan Costa-i-Font & Cristina Hernandez-Quevedo & Azusa Sato, 2013. "A 'Health Kuznets' Curve'? Cross-Country and Longitudinal Evidence," CESifo Working Paper Series 4446, CESifo.
    13. Bethencourt, Carlos & Galasso, Vincenzo, 2008. "Political complements in the welfare state: Health care and social security," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 609-632, April.
    14. Benedicte Apouey & Andrew E. Clark, 2015. "Winning Big but Feeling no Better? The Effect of Lottery Prizes on Physical and Mental Health," Health Economics, John Wiley & Sons, Ltd., vol. 24(5), pages 516-538, May.
    15. Lundborg, Petter & Nilsson, Martin & Vikström, Johan, 2011. "Socioeconomic Heterogeneity in the Effect of Health Shocks on Earnings. Evidence from Population-Wide Data on Swedish Workers," Working Paper Series, Center for Labor Studies 2011:19, Uppsala University, Department of Economics.
    16. Evans, William N. & Moore, Timothy J., 2011. "The short-term mortality consequences of income receipt," Journal of Public Economics, Elsevier, vol. 95(11), pages 1410-1424.
    17. Ken Judge & Iain Paterson, 2001. "Poverty, Income Inequality and Health," Treasury Working Paper Series 01/29, New Zealand Treasury.
    18. Hai Fang & John A. Rizzo, 2012. "Does inequality in China affect health differently in high- versus low-income households?," Applied Economics, Taylor & Francis Journals, vol. 44(9), pages 1081-1090, March.
    19. Costa-Font, Joan & Hernández-Quevedo, Cristina, 2012. "Measuring inequalities in health: What do we know? What do we need to know?," Health Policy, Elsevier, vol. 106(2), pages 195-206.
    20. Lixin Cai, 2008. "Be Wealthy to Stay Healthy: An Analysis of Older Australians Using the HILDA Survey," Melbourne Institute Working Paper Series wp2008n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.

    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:spr:eurpop:v:22:y:2006:i:2:d:10.1007_s10680-006-0003-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.