Abstract
This paper computes satisfied life expectancy at age 30 (LE30) and at age 65 (LE65) in order to assess inequality in longevity by gender and education level in Spain. We calculate abridged life tables and satisfied LE using conventional life tables and Sullivan’s method. Population and mortality records for 2012 from the Spanish National Institute of Statistics’ (INE) are combined with prevalences of life satisfaction using the 2013 European Union Statistics on Income and Living Conditions. Satisfaction was defined through a single question about life satisfaction on a scale of 0–10. Results show that the smoothed age-specific prevalences of satisfaction increased with higher education level for both genders. Generally, women tended to report higher levels of satisfaction than men. Spanish women also have a higher LE, regardless of education, but the gender gap is larger among the highest educated. Highly educated women are expected to live 7.3 years more than men at the age of 30. Differences in satisfied LE favor women over men at both ages. The higher the education level is, the largest the satisfied LE. Among the highly educated, women at 30 will live happily 7.5 years more than men. To our knowledge, this is the first study that estimates subjective LE according to education level in Spain. We conclude that even though people in Spain are living longer and healthier than ever before, health inequalities still persist as only those with high education attainments will spend more years feeling satisfied with their lives than unsatisfied.
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Notes
For a detailed description of the evolution in the educational attainment of the Spanish adult population between 1960 and 2010 see De la Fuente and Doménech (2015).
This report can be accessed here: http://www.ine.es/metodologia/t20/t2030306_niveduc.pdf.
Low Education: 1 "Analfabetos" 2 "Estudios primarios incompletos" 3 "Educción primaria" 4 "Primera etapa de educación secundaria y similar". Medium Education: 5 "Segunda etapa de educación secundaria con orientación general" 6 "Segunda etapa de educación secundaria con orientación profesional" 8 "Enseñanzas de educación profesional y títulos universitarios propios que precisan del título de bachiller". High Education: 9 "Grados universitarios de 240 créditos ECTS y similares" 10 "Grados universitarios de más de 240 créditos ECTS y similares" 11 "Másteres y similares" 12 "Doctorado universitario".
References
Arpino, B., & Solé-Auró, A. (2019). Education inequalities in health among older European men and women: The role of active aging. Journal of Aging & Health, 31(1), 185–208.
Arrosa, M. L., & Gandelman, N. (2016). Happiness decomposition: Female optimism. Journal of Happiness Studies, 17(2), 731–756.
Barford, A., Dorling, D., Smith, G. D., & Shaw, M. (2006). Life expectancy: Women now on top everywhere. BMJ, 332, 808.
Bartolini, S., Bilancini, E., & Pugno, M. (2013). Did the decline in social connections depress Americans’ happiness? Social Indicator Research, 110(3), 1033–1059.
Bohannon, R. W., Peolsson, A., Massy-Westropp, N., Desrosiers, J., & Bear-Lehman, J. (2006). Reference values for adult grip strength measured with a Jamar dynamometer: A descriptive meta-analysis. Physiotherapy, 92(1), 11–15.
Botha, F. (2014). Life satisfaction and education in South Africa: Investigating the role of attainment and the likelihood of education as a positional good. Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, 118(2), 555–578.
Cambois, E., Solé-Auró, A., Brønnum-Hansen, H., Egidi, V., Jagger, C., Jeune, B., et al. (2016). Educational differentials in disability vary across and within welfare regimes: A comparison of 26 European countries in 2009. Journal of Epidemiology and Community Health, 70(4), 331–338.
Corsini, V. (2010). Highly educated men and women live longer. Life expectancy by educational attainment. Population and Social Conditions, Eurostat Statistics in focus, no 24. Catalogue number: KS-SF-10-024-ENN. Retrieved from https://ec.europa.eu/eurostat/documents/3433488/5565012/KS-SF-10-024-EN.PDF/f2caf9d2-3810-4088-bdbe-2f636e6ecc48.
Crimmins, E. M., & Cambois, E. (2003). Social inequalities in health expectancy. In J. M. Robine, C. Jagger, C. Mathers, E. M. Crimmins, & R. Suzman (Eds.), Determining health expectancies (pp. 111–126). Chichester: John Wiley & Sons Ltd.
Crimmins, E. M., Kim, J. K., & Solé-Auró, A. (2011). Gender differences in health: Results from SHARE, ELSA and HRS. The European Journal of Public Health, 21(1), 81–91.
Crimmins, E. M., & Solé-Auró, A. (2013). Life expectancy, health and functioning among the 85-plus in Europe and the United States. Public Policy and Aging Report, 23(2), 3–9.
Cuñado, J., & Pérez de Gracia, F. (2012). Does education affect happiness? Evidence for Spain. Social Indicators Research, 108(1), 185–196.
Danner, D. D., Snowdon, D. A., & Friesen, W. V. (2001). Positive emotions in early life and longevity: Findings from the nun study. Journal of Personality and Social Psychology, 80, 804–813.
De la Fuente, A., & Doménech, R. (2015). Education attainment in the OECD, 1960–2010. Updated series and a comparison with other sources. Economics of Education Review, 48, 56–74.
Diener, E. (2009). The science of well-being. The collected works of Diener. Dordrecht: Springer.
Easterlin, R. A. (1995). Will raising the incomes of all increase the happiness of all? Journal of Economic Behavior & Organization, 27(1), 35–47.
Easterlin, R. A. (2001). Income and happiness: Towards a unified theory. The Economic Journal, 111(473), 465–484.
Easterlin, R. A. (2010). Happiness, growth, and the life cycle. Europe Journal of Psychology, 7(2), 395–398.
Easterlin, R. A. (2013). Happiness, growth and public policy. Economic Inquiry, 51(1), 1–15.
Easterlin, R. A., McVey, L. A., Switek, M., Sawangfa, O., & Zweig, J. S. (2010). The happiness–income paradox revisited. Proceedings of the National Academy of Sciences, 107, 22463–22468.
EHLEIS. (2015). Country Reports Issue 9. Retrived January 2018. http://www.eurohex.eu/pdf/CountryReports_Issue9/Spain_Issue9.pdf.
Erlinghagen, M., & Hank, K. (2006). The participation of older Europeans in volunteer work. Ageing & Society, 26, 567–584.
Eurostat. (2015). Being young in Europe Today. Eurosat Statittical book, 2015 edition.
George, L. K. (2010). Still happy after all these years: Research frontiers on subjective well-being in later life life. Journal of Gerontology: Social Sciences, 65B(3), 331–339.
Geroge, L. K. (2006). Perceived quality of life. In R. H. Binstock & L. K. George (Eds.), Handbook of aging and the social sciences (6th ed., pp. 320–336). San Deigo, CA: Elsevier.
Gerstorf, D., Ram, N., Mayraz, G., Hidajat, M., Lindernberger, U., Wagner, G. G., et al. (2010). Late-life decline in well-being across adulthood in Germany, the United Kingdom, and the United States: Something is seriously wrong at the end of life. Psychology and Aging, 25(2), 477–485.
Hamplová, D. (2018). Does work make mother happy? Journal of Happiness Studies. https://doi.org/10.1007/s10902-018-9958-2.
Han, S. H., Tavares, J. L., Evans, M., Saczynski, J., & Burr, J. A. (2017). Social activities, incident cardiovascular disease, and mortality: Health behaviors mediation. Journal of Aging and Health, 29, 268–288.
Helliwell, J. F., Layard, R., & Sachs, J. (2018). World Happiness Report 2018. New York: Sustainable Development Solutions Network.
HMD. (2017). Human mortality database. University of California, Berkeley and Max Planck Institute for Demographic Research. (www.mortality.org). Accessed 2.10.2017.
Jacobs, J. A., & Gerson, K. (2004). The time divide. Work Family and Gender Inequality. Cambridge, MA: Harvard University Press.
Jagger, C. (1999). Health expectancy calculation by the Sullivan method a practical guide. Tokyo: Nihon University, Population Research Institute.
Jasilionis, D., & Shkolnikov, V. M. (2016). Longevity and education: A demographic perspective. Gerontology, 62, 253–262.
Kahneman, D., Diener, E., & Schwarz, N. (1999). Well-being: Foundations of hedonic psychology. New York: Russel Sage Foundation.
Klumb, P. L., & Lampert, T. (2004). Women, work, and well-being 1950–2000: A review and methodological critique. Social Science and Medicine, 58(6), 1007–1024.
Koivumaa-Honkanen, H., Honkanen, R., Viinamäki, H., Heikkilä, K., Kaprio, J., & Koskenvuo, M. (2000). Self-reported life satisfaction and 20-year mortality in healthy Finnish adults. American Journal of Epidemiology, 152(10), 983–991.
Koopmans, T. A., Geleijnse, J. M., Zitman, F. G., & Giltay, E. J. (2010). Effects of happiness and all-cause mortality during 15 years of follow-up: The Arnhem elderly study. Journal of Happiness Studies, 11(1), 113–124.
Lozano, M., Hamplová, D., & Le Bourdais, C. (2016). Non-standard works schedules, gender, and parenta stress. Demographic Research, 34(9), 259–284.
Mäki, N., Martikainen, P., Eikemo, T., Menvielle, G., Lundberg, O., Öftergen, O., et al. (2013). Educational differences in disability-free life expectancy: A comparative study of long-standing activity limitation in eight European countries. Social Science and Medicine, 94(5 Suppl. 1), 1–8.
Martín, U., Domínguez-Rodríguez, A., & Bacigalupe, A. (2017). Desigualdades sociales en salud en población mayor: una aportación desde la salud pública al debate sobre el retraso de la edad de jubilación en España. Gaceta Sanitaria. https://doi.org/10.1016/j.gaceta.2017.10.010.
Mathers, C. D., Stevens, G. A., Boerma, T., & White, R. A. (2015). Causes of international increases in older age life expectancy. The Lancet, 385(9967), 540–548.
Mattingly, M. J., & Sayer, L. C. (2006). Under pressure: Gender differences in the relationship between free time and feeling rushed. Journal of Marriage and Family, 68(1), 205–221.
Mojon-Azzi, S., & Sousa-Poza, A. (2011). Hypertension and life satisfaction: An analysis using data from the survey of health, ageing and retirement in Europe. Applied Economics Letters, 18(2), 183–187.
Montez, J. K., Hummer, R. A., & Hayward, M. D. (2012). Educational attainment and adult mortality in the United States: A systematic analysis of functional form. Demography, 49(1), 315–336.
Montez, J. K., Hummer, R. A., Hayward, M. D., Woo, H., & Rogers, R. G. (2011). Trends in the Educational Gradient of the U.S. Adult Mortality from 1986 to 2006 by Race, gender, and age group. Research on Aging, 33(2), 145–171.
Myrskylä, M., & Margolis, R. (2014). Happiness: Before and after the kids. Demography, 51, 1843–1866.
OECD [Organisation for Economic Co-operation and Development]. (2015). Health at a Glance 2015: OECD Indicators. Paris: OECD Publishing.
Oksuzyan, A., Brønnum-Hansen, H., & Jeune, B. (2010). Gender gap in health expectancy. European Journal of Ageing, 7(4), 213–218.
Oksuzyan, A., Juel, K., Vaupel, J. W., & Christensen, K. (2008). Men: Good health and high mortality. Sex differences in health and aging. Aging Clinical and Experimental Research, 20(2), 91–102.
Olshansky, S. J., Antonucci, T., Berkman, L., Binstock, R. H., Boersch-Supan, A., Cacioppo, J. T., et al. (2012). Differences in life expectancy due to race and educational differences are widening, and many may not catch up. Health Affairs, 31(8), 1803–1813.
Palacios-Cena, D., Jimenez-Garcia, R., Hernández, V., Alonso-Blanco, C., Carrasco-Garrido, P., & Fernández-de-las-Peñas, C. (2012). Has the prevalence of disability increased over the past decade (2000–2007) in elderly people? A Spanish population-based survey. Journal of the American Medical Directors Association, 13(2), 136–142.
Pinquart, M., & Sörensen, S. (2001). Gender differences in self-concept and psychological well-being in old age: A meta-analysis. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 56(4), P195–P213.
Requena, M. (2017). La desigualdad ante la muerte: Educación y esperanza de vida en España. Perspectives Demogràfiques, 6, 1–4.
Robine, J. (2006). Summarizing health status. In D. Pencheon, C. Guest, D. Melzer, & G. Jam (Eds.), Oxford handbook of public health (pp. 160–168). Oxford: Oxford University Press.
Robine, J. M., & Jagger, C. (2017). Health expectancies. In J. P. Michel, B. L. Beattie, F. C. Martin, & J. D. Walston (Eds.), Oxford Textbook of Geriatric Medicine (3rd ed., pp. 63–68). Glasgow, UK: Oxford University Press.
Ross, C. E., & Mirowsky, J. (2010). Gender and the health benefits of education. The Sociological Quarterly, 51(1), 1–19.
Siahpush, M., Spittal, M., & Singh, G. K. (2008). Happiness and life satisfaction prospectively predict self-rated health, physical health, and the presence of limiting, long-term health conditions. American Journal of Health Promotion, 23, 18–26.
Solé-Auró, A., & Alcañiz, M. (2015). Are we living longer but less healthy? Trends in mortality and morbidity in Catalonia (Spain), 1994–2011. European Journal of Ageing, 12(1), 61–70.
Solé-Auró, A., & Alcañiz, M. (2016). Educational attainment, gender and health inequalities among older adults in Catalonia (Spain). International Journal for Equity in Health, 15, 126.
Solé-Auró, A., Beltrán-Sánchez, H., & Crimmins, E. M. (2015). Are differences in disability-free life expectancy by gender, race and Education wider at older ages? 1986–2006. Population Research and Policy Review, 34(1), 1–18.
Strine, T. W., Chapman, D. P., Balluz, L. S., Moriarty, D. G., & Mokdad, A. H. (2008). The associations between life satisfaction and health-related quality of life, chronic illness, and health behaviors among U.S. community-dwelling adults. Journal of Community Health, 33(1), 40–50.
Sullivan, D. F. (1971). A single index of mortality and morbidity. Rockville, Md: Health Services and Mental Health Administration.
Verbrugge, L. M. (1984). Longer life but worsening health? Trends in health and mortality of middle-aged and older persons. The Milbank Memorial Fund Quarterly Health and Society, 62(3), 475–519.
WHO. (2016). World Health Statistics 2016: Monitoring health for the SDGs. Global Health Observatory Data.
Yang, Y. (2008). Long and happy living: Trends and patterns of happy life expectancy in the US: 1907–2000. Social Science Research, 37(4), 1235–1252.
York, R., & Bell, S. E. (2014). Life satisfaction across nations: The effects of women’s political status and public priorities. Social Science Research, 48, 48–61.
Acknowledgements
This study belongs to the multi-country project “Care, Retirement & Wellbeing of Older People Across Different Welfare Regimes” (CREW). The authors acknowledge funding from the Spanish Ministry of Economy, Industry and Competitiveness (PCIN-2016-005) within the second Joint Programming Initiative “More Years Better Lives” and to the Socio-Demographic Consequences of the Great Recession: Altered Class and Gender Relations? (RECECON) Spanish Ministry of Economy and Competitiveness, CSO2016-80484-R. In addition, Mariona Lozano’s work was sustained by financial support from the Research Incentive program to tenure-track researchers from the Department of Political and Social Sciences at Pompeu Fabra University.
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Solé-Auró, A., Lozano, M. Inequalities in Longevity by Education Level in Spain: A Life Satisfaction Approach. Soc Indic Res 144, 729–744 (2019). https://doi.org/10.1007/s11205-018-02057-w
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DOI: https://doi.org/10.1007/s11205-018-02057-w