Abstract
How dependent is life expectancy atage 65 on one’s degree of disability or specific typesof functional limitations? Are there significant sexdifferences? For closed-cohorts of males and femalesin different disability/functional-status states atage 65, how do their age and disability-specificfunctional statuses evolve with increasing age? Thesequestions are addressed by analyzing multidimensionaldisability/mortality trajectories generated using atwo-component stochastic process model applied tomultivariate longitudinal data from the 1982 to 1994National Long Term Care Surveys. In this model, onecomponent process describes the temporal and agedynamics of a person’s functional state and the otherdescribes the risk of death as a function of aperson’s age and stochastically evolving position inthe functional-status state space. Large differenceswere found in life expectancy among closed cohorts ofpersons who, at age 65, are in one of seven basicdisability/functional-status states, identified by amultivariate analysis. Large differences betweenmales and females in life expectancy for theorigin-specific cohorts were also found. Whilefemales starting in most states tend to live longer,they are not as likely to return to the healthy,nondisabled state – females also tend to go intoinstitutions at a higher rate than males.
Similar content being viewed by others
References
Berkman, B., L. M. S. Foster and E. Campion: 1989, ‘Failure to thrive: Paradigm for the frail elder’, The Gerontological Society of America 29(50), pp. 654–659.
Katz, S. and C. A. Akpom: 1976, ‘A measure of primary sociobiological functions’, International Journal of Health Services 6, pp. 493–508.
Katz, S., L. G. Branch, M. H. Branson, J. A. Papsidero, J. C. Beck and D. S. Greer: 1983, ‘Active life expectance’, New England Journal of Medicine 309, pp. 1218–1223.
Lawton, M. P. and E. M. Brody: 1969, ‘Assessment of older people: Self-maintaining and instrumental activities of daily living’, Gerontology 9, pp. 179–186.
Manton, K. G., L. S. Corder and E. Stallard: 1993, ‘Estimates of change in chronic disability and institutional incidence and prevalence rates in the U.S. elderly population from the 1982, 1984, and 1989 National Long Term Care Survey’, Journal of Gerontology: Social Sciences 47(4), pp. S153–S166.
Manton, K. G. and K. C. Land: 1999, ‘Active life expectancy estimates for the U.S. elderly population: A multidimensional continuous mixture-model of functional change applied to completed cohorts, 1982–1996’, Paper presented at the Annual Meeting of The Population Association of America, New York, April.
Manton, K. G. and E. Stallard: 1996, ‘Longevity in the United States: Age and sex specific evidence on life span limits from mortality patterns: 1960–1990’, Journal of Gerontology: Biological Sciences 51A(5), pp. B362–B375.
Manton, K. G., E. Stallard and L. S. Corder: 1998, ‘The dynamics of dimensions of age related disability 1982 to 1994 in the U.S. elderly population’, Journal of Gerontology: Biological Sciences 53A(1), pp. B59–B70.
Manton, K. G., E. Stallard and B. H. Singer: 1992, ‘Projecting the future size and health status of the U.S. elderly population’, International Journal of Forecasting 8, pp. 433–458.
Manton, K. G., E. Stallard, M. A. Woodbury and J. E. Dowd: 1994, ‘Time-varying covariates in models of human mortality and aging: Multidimensional generalization of the Gompertz’, Journal of Gerontology: Biological Sciences 49, pp. B169–B190.
Manton, K. G., M. A. Woodbury and H. D. Tolley (eds.): 1994, Statistical Applications Using Fuzzy Sets (JohnWiley & Sons, New York).
Schoen, R. (ed.): 1988, Modeling Multigroup Populations (Plenum Press, New York).
Tolley, H. D. and K. G. Manton: 1998, ‘Mortality models with health state variables’, North American Actuarial Journal, forcoming.
Woodbury, M. A., K. G. Manton and H. D. Tolley: 1994, ‘A general model for statistical analysis using fuzzy sets: Sufficient conditions for identifiability and statistical properties’, Information Sciences 1, pp. 149–180.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Manton, K.G., Land, K.C. Multidimensional Disability/Mortality Trajectories at Ages 65 and Over: The Impact of State Dependence. Social Indicators Research 51, 193–221 (2000). https://doi.org/10.1023/A:1006966525964
Issue Date:
DOI: https://doi.org/10.1023/A:1006966525964