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The impact of economic conditions on the disablement process: A Markov transition approach using SHARE data

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  • Arrighi, Y.
  • Rapp, T.
  • Sirven, N.

Abstract

A growing number of studies underline the relationship between socioeconomic status and health at older ages. Following that literature, we explore the impact of economic conditions on changes in functional health overtime. Frailty, a state of physiological instability, has been identified in the public health literature as a candidate for disability prevention but received little attention from health economists. Using SHARE panel data, respondents aged 50 and over from ten European countries were categorised as robust, frail and dependent. The determinants of health states’ changes between two interviews were analysed using multinomial Probit models accounting for potential sample attrition. A particular focus was made on initial socioeconomic status, proxied by three alternative measures. Concentration indices were computed for key transition probabilities. Across Europe, poorer and less educated elders were substantially more likely to experience health degradations and also less likely to experience health improvements. The economic gradient for the recovery from frailty was steeper than that of frailty onset, but remained lower than that of dependency onset. The existing social programs in favour of deprived and dependent elders could be widened to those diagnosed as frail to reduce the onset of dependency and economic inequalities in health at older ages.

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  • Arrighi, Y. & Rapp, T. & Sirven, N., 2017. "The impact of economic conditions on the disablement process: A Markov transition approach using SHARE data," Health Policy, Elsevier, vol. 121(7), pages 778-785.
  • Handle: RePEc:eee:hepoli:v:121:y:2017:i:7:p:778-785
    DOI: 10.1016/j.healthpol.2017.05.002
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    1. van Kippersluis, Hans & O'Donnell, Owen & van Doorslaer, Eddy & Van Ourti, Tom, 2010. "Socioeconomic differences in health over the life cycle in an Egalitarian country," Social Science & Medicine, Elsevier, vol. 70(3), pages 428-438, February.
    2. Robert Moffitt & John Fitzgerald & Peter Gottschalk, 1999. "Sample Attrition in Panel Data: The Role of Selection on Observables," Annals of Economics and Statistics, GENES, issue 55-56, pages 129-152.
    3. Titus J. Galama & Hans van Kippersluis, 2010. "A Theory of Socioeconomic Disparities in Health over the Life Cycle," Tinbergen Institute Discussion Papers 10-079/3, Tinbergen Institute.
    4. Paul Contoyannis & Andrew M. Jones & Nigel Rice, 2004. "The dynamics of health in the British Household Panel Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(4), pages 473-503.
    5. 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.
    6. Buckley, Neil J. & Denton, Frank T. & Leslie Robb, A. & Spencer, Byron G., 2004. "The transition from good to poor health: an econometric study of the older population," Journal of Health Economics, Elsevier, vol. 23(5), pages 1013-1034, September.
    7. Giordano, Giuseppe N. & Lindstrom, Martin, 2010. "The impact of changes in different aspects of social capital and material conditions on self-rated health over time: A longitudinal cohort study," Social Science & Medicine, Elsevier, vol. 70(5), pages 700-710, March.
    8. Mary Beth Landrum & Kate A. Stewart & David M. Cutler, 2009. "Clinical Pathways to Disability," NBER Chapters, in: Health at Older Ages: The Causes and Consequences of Declining Disability among the Elderly, pages 151-187, National Bureau of Economic Research, Inc.
    9. B. d'Hombres & L. Rocco & M. Suhrcke & M. McKee, 2010. "Does social capital determine health? Evidence from eight transition countries," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 56-74, January.
    10. Adena, Maja & Myck, Michal, 2014. "Poverty and transitions in health in later life," Social Science & Medicine, Elsevier, vol. 116(C), pages 202-210.
    11. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    12. Rautio, Nina & Heikkinen, Eino & Ebrahim, Shah, 2005. "Socio-economic position and its relationship to physical capacity among elderly people living in Jyväskylä, Finland: five- and ten-year follow-up studies," Social Science & Medicine, Elsevier, vol. 60(11), pages 2405-2416, June.
    13. McDonough, Peggy & Worts, Diana & Sacker, Amanda, 2010. "Socioeconomic inequalities in health dynamics: A comparison of Britain and the United States," Social Science & Medicine, Elsevier, vol. 70(2), pages 251-260, January.
    14. Huisman, Martijn & Kunst, Anton E. & Mackenbach, Johan P., 2003. "Socioeconomic inequalities in morbidity among the elderly; a European overview," Social Science & Medicine, Elsevier, vol. 57(5), pages 861-873, September.
    15. Titus J Galama & Hans van Kippersluis, 2019. "A Theory of Socio-economic Disparities in Health over the Life Cycle," The Economic Journal, Royal Economic Society, vol. 129(617), pages 338-374.
    16. Nijman, Theo & Verbeek, Marno, 1992. "Nonresponse in Panel Data: The Impact on Estimates of a Life Cycle Consumption Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(3), pages 243-257, July-Sept.
    17. repec:bla:revinw:v:47:y:2001:i:3:p:379-98 is not listed on IDEAS
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    19. Till Stowasser & Florian Heiss & Daniel McFadden & Joachim Winter, 2011. ""Healthy, Wealthy and Wise?" Revisited: An Analysis of the Causal Pathways from Socioeconomic Status to Health," NBER Chapters, in: Investigations in the Economics of Aging, pages 267-317, National Bureau of Economic Research, Inc.
    20. Sophie Guthmuller & Florence Jusot & Jérôme Wittwer, 2014. "Improving Takeup of Health Insurance Program: A Social Experiment in France," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 167-194.
    21. Olivier Bargain & Herwig Immervoll & Heikki Viitamäki, 2012. "No claim, no pain. Measuring the non-take-up of social assistance using register data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(3), pages 375-395, September.
    22. Sirven, Nicolas & Debrand, Thierry, 2012. "Social capital and health of older Europeans: Causal pathways and health inequalities," Social Science & Medicine, Elsevier, vol. 75(7), pages 1288-1295.
    23. Till Stowasser & Florian Heiss & Daniel McFadden & Joachim Winter, 2014. "Understanding the SES Gradient in Health Among the Elderly: The Role of Childhood Circumstances," NBER Chapters, in: Discoveries in the Economics of Aging, pages 187-219, National Bureau of Economic Research, Inc.
    24. Kakwani, Nanok C, 1977. "Measurement of Tax Progressivity: An International Comparison," Economic Journal, Royal Economic Society, vol. 87(345), pages 71-80, March.
    25. David M. Cutler & David A. Wise, 2009. "Health at Older Ages: The Causes and Consequences of Declining Disability among the Elderly," NBER Books, National Bureau of Economic Research, Inc, number cutl08-1.
    26. Nicolas Sirven & Thomas Rapp, 2017. "The cost of frailty in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(2), pages 243-253, March.
    27. Baeten, Steef & Van Ourti, Tom & van Doorslaer, Eddy, 2013. "The socioeconomic health gradient across the life cycle: What role for selective mortality and institutionalization?," Social Science & Medicine, Elsevier, vol. 97(C), pages 66-74.
    28. Andrew M. Jones & Xander Koolman & Nigel Rice, 2006. "Health‐related non‐response in the British Household Panel Survey and European Community Household Panel: using inverse‐probability‐weighted estimators in non‐linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 543-569, July.
    29. Van Ourti, Tom, 2003. "Socio-economic inequality in ill-health amongst the elderly: Should one use current or permanent income?," Journal of Health Economics, Elsevier, vol. 22(2), pages 219-241, March.
    30. repec:adr:anecst:y:1999:i:55-56:p:05 is not listed on IDEAS
    31. Kalousova, Lucie & Mendes de Leon, Carlos, 2015. "Increase in frailty of older workers and retirees predicted by negative psychosocial working conditions on the job," Social Science & Medicine, Elsevier, vol. 124(C), pages 275-283.
    32. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
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    2. Noriko Takeuchi & Nanami Sawada & Daisuke Ekuni & Manabu Morita, 2022. "Oral Factors as Predictors of Frailty in Community-Dwelling Older People: A Prospective Cohort Study," IJERPH, MDPI, vol. 19(3), pages 1-13, January.
    3. Rapp, Thomas & Ronchetti, Jérome & Sicsic, Jonathan, 2022. "Impact of formal care consumption on informal care use in Europe: What is happening at the beginning of dependency?," Health Policy, Elsevier, vol. 126(7), pages 632-642.
    4. Georgia Casanova & Mirian Fernández-Salido & Carolina Moreno-Castro, 2023. "The Risk of Household Socioeconomic Deprivation Related to Older Long-Term Care Needs: A Qualitative Exploratory Study in Italy and Spain," Sustainability, MDPI, vol. 15(20), pages 1-15, October.
    5. Andrea B Feigl & Yevgeniy Goryakin & Marion Devaux & Aliénor Lerouge & Sabine Vuik & Michele Cecchini, 2019. "The short-term effect of BMI, alcohol use, and related chronic conditions on labour market outcomes: A time-lag panel analysis utilizing European SHARE dataset," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-14, March.

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