Volume 43 - Article 34 | Pages 1009–1048  

Unobserved population heterogeneity and dynamics of health disparities

By Hui Zheng

References

Blewett, L.A., Drew, J.A.R., Griffin, R., King, M.L., and Williams, K.C.W. (2018). IPUMS Health Surveys: National Health Interview Survey, Version 6.3. Minneapolis, MN: IPUMS.

Download reference:

Bradburn, M.J., Clark, T.G., Love, S.B., and Altman, D.G. (2003). Survival analysis part II: Multivariate data analysis: An introduction to concepts and methods. British Journal of Cancer 89(3): 431–436.

Weblink:
Download reference:

Case, A. and Deaton, A. (2015). Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proceedings of the National Academy of Sciences 112(49): 15078‒15083.

Weblink:
Download reference:

Cole, S.R. and Hernán, M.A. (2004). Adjusted survival curves with inverse probability weights. Computer Methods and Programs in Biomedicine 75(1): 45–49.

Weblink:
Download reference:

Crimmins, E.M. and Saito, Y. (2001). Trends in healthy life expectancy in the United States, 1970‒1990: Gender, racial, and educational differences. Social Science and Medicine 52: 1629‒1641.

Weblink:
Download reference:

Dannefer, D. (2003). Cumulative advantage/disadvantage and the life course: cross-fertilizing age and social science theory. The Journals of Gerontology: Social Sciences 58B(6): S327–S337.

Weblink:
Download reference:

Dowd, J.B. and Hamoudi, A. (2014). Is life expectancy really falling for groups of low socio-economic status? Lagged selection bias and artefactual trends in mortality. International Journal of Epidemiology 43(4): 983–988.

Weblink:
Download reference:

Dupre, M.E. (2007). Educational differences in age-related patterns of disease: reconsidering the cumulative disadvantage and age-as-leveler hypotheses. Journal of Health and Social Behavior 48(1): 1–15.

Weblink:
Download reference:

Eberstein, I.W., Nam, C.B., and Heyman, K.M. (2008). Causes of death and mortality crossovers by race. Biodemography and Social Biology 54(2): 214–228.

Weblink:
Download reference:

Feldman, J.J., Makuc, D.M., Kleinman, J.C., and Cornoni-Huntley, J. (1989). National trends in educational differences in mortality. American Journal of Epidemiology 129(5): 919‒933.

Weblink:
Download reference:

Finch, C.E. and Crimmins, E.M. (2004). Inflammatory exposure and historical changes in human life-spans. Science 305: 1736‒1739.

Weblink:
Download reference:

Fogel, R.W. and Costa, D.L. (1997). A theory of technophysio evolution, with some implications for forecasting population, health care costs, and pension costs. Demography 34: 49‒66.

Weblink:
Download reference:

Gavrilov, L.A. and Gavrilova, N.S. (2011). Mortality measurement at advanced ages: A study of the social security administration death master file. North American Actuarial Journal 15(3): 432‒447.

Weblink:
Download reference:

Goesling, B. (2007). The rising significance of education for health? Social Forces 85(4): 1621‒1644.

Weblink:
Download reference:

Gompertz, B. (1825). On the nature of the function expressive of the law of human mortality. Philosophical Transactions 27: 252–253.

Download reference:

Heckman, J.J. and Singer, B. (1982). The identification problem in econometric models for duration data. In: Hildebrand, W. (ed.). Advances in econometrics. Cambridge: Cambridge University Press: 1203‒1213.

Download reference:

Hendi, A.S. (2017). Trends in education-specific life expectancy, data quality, and shifting education distributions: A note on recent research. Demography 54(3): 1203–1213.

Weblink:
Download reference:

Hendi, A.S. (2015). Trends in U.S. life expectancy gradients: The role of changing educational composition. International Journal of Epidemiology 44(3): 946‒955.

Weblink:
Download reference:

Hernán, M.A. (2010). The hazards of hazard ratios. Epidemiology 21(1): 13–15.

Weblink:
Download reference:

Hougaard, P., Myglegaard, P., and Borch-Johnsen, K. (1994). Heterogeneity models of disease susceptibility, with application to diabetic nephropathy. Biometrics 50(4): 1178–1188.

Weblink:
Download reference:

House, J.S., Lepkowski, J.M., Kinney, A.M., Mero, R.P., Kessler, R.C., and Herzog, A.R. (1994). The social stratification of aging and health. Journal of Health and Social Behavior 35: 213‒234.

Weblink:
Download reference:

Hummer, R.A., Rogers, R.G., and Eberstein, I.W. (1998). Sociodemographic approaches to differentials in adult mortality: A review of analytic approaches. Population and Development Review 24(3): 553‒578.

Weblink:
Download reference:

Jemal, A., Ward, E., Anderson, R.N., Murray, T., and Thun, M.J. (2008). Widening of socioeconomic inequalities in U.S. death rates, 1993‒2001. PLOS ONE 3(5): e2181.

Weblink:
Download reference:

Keiding, N., Andersen, P.K., and Klein, J.P. (1997). The role of frailty models and accelerated failure time models in describing heterogeneity due to omitted covariates. Statistics in Medicine 16(1‒3): 215–224.

Kindig, D.A. and Cheng, E.R. (2013). Even as mortality fell in most US counties, female mortality nonetheless rose in 42.8 percent of counties from 1992 to 2006. Health Affairs 32(3): 451–458.

Weblink:
Download reference:

Lauderdale, D.S. (2001). Education and survival: Birth cohort, period, and age effects. Demography 38(4): 551‒561.

Weblink:
Download reference:

Liu, H. and Hummer, R.A. (2008). Are educational differences in U.S. self-rated health increasing? An examination by gender and race. Social Science and Medicine 67: 1898‒1906.

Weblink:
Download reference:

Lynch, S.M. (2003). Cohort and life-course patterns in the relationship between education and health: A hierarchical approach. Demography 40(2): 309‒331.

Weblink:
Download reference:

Masters, R.K., Hummer, R.A., and Powers, D.A. (2012). Educational differences in U.S. adult mortality: A cohort perspective. American Sociological Review 77(4): 548‒572.

Weblink:
Download reference:

Meara, E.R., Richards, S., and Cutler, D.M. (2008). The gap gets bigger: changes in mortality and life expectancy, by education, 1981‒2000. Health Affairs 27(2): 350–360.

Weblink:
Download reference:

Montez, J.K. and Zajacova, A. (2013). Explaining the widening education gap in mortality among U.S. white women. Journal of Health and Social Behavior 54(2): 166–182.

Weblink:
Download reference:

Olshansky, S.J., Antonucci, T., Berkman, L., Binstock, R.H., Boersch-Supan, A., Cacioppo, J.T., Carnes, B.A., Carstensen, L.L., Fried, L.P., Goldman, D.P., Jackson, J., Kohli, M., Rother, J., Zheng, Y., and Rowe, J. (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.

Weblink:
Download reference:

Pappas, G., Queen, S., Hadden, W., and Fisher, G. (1993). The increasing disparity in mortality between socioeconomic groups in the United States, 1960 and 1986. New England Journal of Medicine 329: 103‒115.

Weblink:
Download reference:

Preston, S., Heuveline, P., and Guillot, M. (2001). Demography: Measuring and modeling population processes. Malden, MA: Blackwell.

Download reference:

Preston, S.H. and Elo, I.T. (1995). Are educational differentials in adult mortality increasing in the United States? Journal of Aging and Health 7(4): 476‒496.

Weblink:
Download reference:

Ross, C.E. and Wu, C. (1996). Education, age, and the cumulative advantage in health. Journal of Health and Social Behavior 37: 104‒120.

Weblink:
Download reference:

Sasson, I. (2016). Trends in life expectancy and lifespan variation by educational attainment: United States, 1990‒2010. Demography 53: 269‒293.

Weblink:
Download reference:

Schoeni, R.F., Martin, L.G., P., Andreski, and Freedman, V.A. (2005). Persistent and growing socioeconomic disparities in disability among the elderly: 1982‒2002. American Journal of Public Health 95(11): 2065‒2070.

Weblink:
Download reference:

Service, P.M. (2000). Heterogeneity in individual mortality risk and its importance for evolutionary studies of senescence. The American Naturalist 156(1): 1‒13.

Weblink:
Download reference:

Torche, F. (2011). Is a college degree still the great equalizer? Intergenerational mobility across levels of schooling in the United States. American Journal of Sociology 117(3): 763‒807.

Weblink:
Download reference:

Vaupel, J.W. (2010). The theory of heterogeneity: A concise primer. Rostock: Max Planck Institute for Demographic Research.

Download reference:

Vaupel, J.W. (1997). Trajectories in mortality in advanced ages. In: Wachter, K.W. and Finch, C.E. (eds.). Between Zeus and the Salmon: The biodemography of longevity. Washington, D.C.: National Academy Press: 17‒37.

Download reference:

Vaupel, J.W., Manton, K.G., and Stallard, E. (1979). The impact of heterogeneity in individual frailty on the dynamics of mortality. Demography 16(3): 439–454.

Weblink:
Download reference:

Vaupel, J.W. and Missov, T. (2014). Unobserved population heterogeneity: A review of formal relationships. Demographic Research 31(22): 659‒686.

Weblink:
Download reference:

Vaupel, J.W. and Yashin, A.I. (1985a). Heterogeneity’s ruses: Some surprising effects of selection on population dynamics. The American Statistician 39(3): 176‒185.

Weblink:
Download reference:

Vaupel, J.W. and Yashin, A.I. (1987). Repeated resuscitation: How lifesaving alters life tables. Demography 24(1): 123–135.

Weblink:
Download reference:

Vaupel, J.W. and Yashin, A.I. (1985b). The deviant dynamics of death in heterogeneous populations. Sociological Methodology 15: 179‒211.

Weblink:
Download reference:

Wrigley-Field, E. (2014). Mortality deceleration and mortality selection: Three unexpected implications of a simple model. Demography 51(1): 51–71.

Weblink:
Download reference:

Yashin, A.I. and Iachine, I.A. (1997). How frailty models can be used for evaluating longevity limits: taking advantage of an interdisciplinary approach. Demography 34(1): 31–48.

Weblink:
Download reference:

Yashin, A.I., Ukraintseva, S.V., Boiko, S.I., and Arbeev, K.G. (2002). Individual aging and mortality rate: How are they related? Biodemography and Social Biology 49(3‒4): 206–217.

Weblink:
Download reference:

Zajacova, A., Goldman, N., and Rodríguez, G. (2009). Unobserved heterogeneity can confound the effect of education on mortality. Mathematical Population Studies 16(2): 153–173.

Weblink:
Download reference:

Zheng, H. (2014). Aging in the context of cohort evolution and mortality selection. Demography 51(4): 1295–1317.

Weblink:
Download reference:

Zheng, H. and Cheng, S. (2018). A simulation study of the role of cohort forces in mortality patterns. Biodemography and Social Biology 64(3‒4): 216‒236.

Weblink:
Download reference:

Zheng, H. and Land, K.C. (2012). Composition and decomposition in US gender-specific self-reported health disparities, 1984‒2007. Social Science Research 41(2): 477–488.

Weblink:
Download reference:

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