Volume 32 - Article 3 | Pages 75–106  

A multistate model to project elderly disability in case of limited data

By Nicole L. Van Der Gaag, Govert Ewout Bijwaard, Joop de Beer, Luc Bonneux

References

Aalen, O., Borgan, O., and Gjessing, H. (2008). Survival and Event History Analysis: A Process Point of View. New York: Springer.

Weblink:
Download reference:

Ageing Working Group (2009). 2009 Ageing Report: Economic and budgetary projections for the EU-27 Member States (2008–2060). Luxembourg: European Communities (Joint report prepared by the European Commission (DG ECFIN) and the Economic Policy Committee (AWG); European Economy 2/2009).

Download reference:

Barendregt, J.J., van Oortmarssen, G.J., Vos, T., and Murray, C.J.L. (2003). A generic model for the assessment of disease epidemiology: the computational basis of DisMod II. Population Health Metrics 1(1): 1-8.

Weblink:
Download reference:

Bonneux, L. (2011). Mortality Affected by Health Care and Public Health Policy Interventions. In: Rogers, R.G. and Crimmins, E.M. (eds.). International Handbook of Adult Mortality. Springer: 583-607.

Weblink:
Download reference:

Bonneux, L., Barendregt, J.J., Meeter, K., Bonsel, G.J., and van der Maas, P.J. (1994). Estimating clinical morbidity due to ischemic heart disease and congestive heart failure: the future rise of heart failure. American Journal of Public Health 84(1): 20-28.

Weblink:
Download reference:

Bonneux, L., Van der Gaag, N., Bijwaard, G., Mot, E., and Willemé, P. (2012). Demographic Epidemiologic Projections of Long-term Care Needs in selected European countries: Germany, Spain, the Netherlands and Poland. Brussels: European Network of Economic Policy Research Institutes (ENEPRI Policy Brief No. 8).

Download reference:

Cai, L. and Lubitz, J. (2007). Was there compression of disability for older Americans from 1992 to 2003? Demography 44(3): 479-495.

Weblink:
Download reference:

Cetin, D.C. and Nasr, G. (2014). Obesity in the elderly: More complicated than you think. Cleveland Clinic Journal of Medicine 81(1): 51-61.

Weblink:
Download reference:

Christensen, K., Doblhammer, G., Rau, R., and Vaupel, J.W.. Ageing populations: the challenges ahead. The Lancet 374(9696): 1196-1208.

Weblink:
Download reference:

Comas-Herrera, A., Wittenberg, R., Costa-Font, J., Gori, C., Dimaio, A., Patxot, C., Pickard, L., Pozzi, A., and Rothgang, H. (2006). Future long-term care expenditure in Germany, Spain, Italy and the United Kingdom. Ageing & Society 26(2): 285-302.

Weblink:
Download reference:

De Beer, J., Van der Gaag, N., Van der Erf, R., Bauer, R., Fassmann, H., Kupiszewska, D., Kupiszewski, M., Rees, P., Boden, P., Dennett, A., Jasińska, M., Stillwell, J., Wohland, P., De Jong, A., Ter Veer, M., Roto, J., Van Well, L., Heins, F., Bonifazi, C., and Gesano, G. (2010). Demographic and migratory flows affecting European regions and cities. Final Report DEMIFER. Luxembourg : ESPON (The ESPON 2013 Programme, Applied Research Project 2013/1/3).

Download reference:

Diamond, I.M. and McDonald, J.W. (1992). Analysis of current status data. In: Trussel, J., Hankinson, R., and Tilton, J. (eds.). Demographic Applications of Event History Analysis. Oxford: Clarendon Press: 231-252.

Download reference:

E., Losina, Walensky, R.P., Reichmann, W.M., Holt, H.L., Gerlovin, H., Solomon, D.H., Jordan, J.M., Hunter, D.J., Suter, L.G., Weinstein, A.M., Paltiel, A.D., and Katz, J.N. (2011). Impact of Obesity and Knee Osteoarthritis on Morbidity and Mortality in Older Americans. Annals of Internal Medicine 154(4): 217-226.

Weblink:
Download reference:

Eurostat (2014). EUROPOP2013 – Population projections at national level [electronic resource]. Luxembourg: European Commission.

Eurostat (2011). Population projections [electronic resource]. Luxembourg: European Commission.

Eurostat (2008). Population projections 2008–2060 – from 2015, deaths projected to outnumber births in the EU27. Luxembourg: European Commission (News release No. 119/2008, 26/8/2008).

Download reference:

Felson, D.T., Anderson, J.J., Naimark, A., Walker, A.M., and Meenan, R.F. (1988). Obesity and Knee OsteoarthritisThe Framingham Study. Annals of Internal Medicine 109(1): 18-24.

Weblink:
Download reference:

Fries, J.F. (1980). Aging, Natural Death, and the Compression of Morbidity. New England Journal of Medicine 303(3): 130-135.

Weblink:
Download reference:

Gray, A. (2005). Population aging and health care expenditure. Ageing Horizons 2: 15-20.

Download reference:

Han, T.S., Tajar, A., and Lean, M.E.J. (2011). Obesity and weight management in the elderly. British Medical Bulletin 97(1): 169-196.

Weblink:
Download reference:

Horani, M.H. and Mooradian, A.D. (2002). Management of Obesity in the Elderly. Treatments in Endocrinology 1(6): 387-398.

Weblink:
Download reference:

Hu, F.B., Willett, W.C., Stampfer, M.J., Spiegelman, D., and Colditz, G.A. (2005). Calculating deaths attributable to obesity. American Journal of Public Health 95(6): 932-932.

Weblink:
Download reference:

Huisman, C., De Beer, J., Van der Erf, R., Van der Gaag, N., and Kupiszewska, D. (2013). Demographic scenarios 2010–2030. (NEUJOBS Working Paper D10.1, Revised version, March 2013).

Download reference:

Impicciatore, R. and Billari, F. (2011). MAPLES: A general method for the estimation of age profiles from standard demographic surveys (with an application to fertility). Demographic Research 24(29): 719-748.

Weblink:
Download reference:

J.H., Pollard, Golini, A., and Milella, G. (1990). On the use of health surveys for estimating transition rates for morbidity processes. Paper presented at the International Conference "Health, Morbidity and Mortality by Causes of Death", Vilnius, Lithuania, December 3-7 1990.

Download reference:

Jagger, C., Cox, B., and Le Roy, S. (2007). Health expectancy calculation by the Sullivan method: a practical guide. Montpellier: European Health Expectancy Monitoring Unit (EHEMU Technical report 2006_3).

Download reference:

Jung, J. (2006). Estimating Markov Transition Probabilities between Health States in the HRS Dataset. Bloomington: Indiana University (Working paper).

Download reference:

Katz, S., Ford, A.B., Moskowitz, R.W., Jackson, B.A., and Jaffe, M.W. (1963). Studies of Illness in the Aged. the Index of BADL: a Standardized Measure of Biological and Psychosocial Function. Journal of the American Medical Association 185(12): 914-919.

Weblink:
Download reference:

KC, S. and Lutz, W. (2014). Demographic scenarios by age, sex and education corresponding to the SSP narratives. Population and Environment 35(3): 243-260.

Weblink:
Download reference:

Keiding, N. (1991). Age-Specific Incidence and Prevalence: A Statistical Perspective. Journal of the Royal Statistical Society. Series A (Statistics in Society) 154(3): 371-412.

Weblink:
Download reference:

Khoman, E., Mitchell, J., and Weale, M. (2008). Incidence-based estimates of life expectancy of the healthy for the UK: coherence between transition probabilities and aggregate life-tables. Journal of the Royal Statistical Society: Series A (Statistics in Society) 171(1): 203-222.

Weblink:
Download reference:

Majer, I.M., Nusselder, W.J., Mackenbach, J.P., and Kunst, A.E. (2011). Life Expectancy and Life Expectancy With Disability of Normal Weight, Overweight, and Obese Smokers and Nonsmokers in Europe. Obesity 19(7): 1451-1459.

Weblink:
Download reference:

Manton, K.G., Gu, X., and Lowrimore, G.R. (2008). Cohort Changes in Active Life Expectancy in the U.S. Elderly Population: Experience From the 1982–2004 National Long-Term Care Survey. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences 63(5): S269-S281.

Weblink:
Download reference:

Meerding, W.J., Polder, J., Bonneux, L., Koopmanschap, M., and Van der Maas, P (1998). Health-care costs of ageing. The Lancet 351(9096): 140.

Weblink:
Download reference:

Meerding, W.J., Polder, J., Bonneux, L., Koopmanschap, M., and Van der Maas, P. (1998). Demographic and epidemiological determinants of healthcare costs in Netherlands: cost of illness study. British Medical Journal 317(7151): 111-115.

Weblink:
Download reference:

Meira-Machado, L. and Roca-Pardinas, J. (2011). p3state.msm: Analyzing Survival Data from an Illness-Death Model. Journal of Statistical Software 38(3): 1-18.

Download reference:

Mitnitski, A., Graham, J., Mogilner, A., and Rockwood, K. (2002). Frailty, fitness and late-life mortality in relation to chronological and biological age. BMC Geriatrics 2(1): 1.

Download reference:

Mot, E., Aouragh, A., De Groot, M., and Mannaerts, H. (2010). The Long-Term Care System For The Elderly In The Netherlands. Brussels: European Network of Economic Policy Research Institutes (ENEPRI Research Report No. 90).

Download reference:

Oeppen, J. and Vaupel, J.W. (2002). Broken Limits to Life Expectancy. Science 296(5570): 1029-1031.

Weblink:
Download reference:

Olshansky, S.J., Rudberg, M.A., Carnes, B.A., Cassel, B.A., and Brady, J.A. (1991). Trading off longer life for worsening health: the expansion of morbidity hypothesis. Journal of Ageing and Health 3(2): 194-216.

Weblink:
Download reference:

Oreopoulos, A., Kalantar-Zadeh, K., Sharma, A.M., and Fonarow, G.C. (2009). The Obesity Paradox in the Elderly: Potential Mechanisms and Clinical Implications. Clinics in Geriatric Medicine 25(4): 643-659.

Weblink:
Download reference:

Pavolini, E. and Ranci, C. (2008). Restructuring the welfare state: reforms in long-term care in Western European countries. Journal of European Social Policy 18(3): 246-259.

Weblink:
Download reference:

Peeters, A., Bonneux, L., Barendregt, J.J., and Mackenbach, J.P. (2003). Improvements in Treatment of Coronary Heart Disease and Cessation of Stroke Mortality Rate Decline. Stroke 34(7): 1610-1614.

Weblink:
Download reference:

Podgor, M.J. and Leske, M.C. (1986). Estimating incidence from age-specific prevalence for irreversible diseases with differential mortality. Statistics in Medicine 5(6): 573-578.

Weblink:
Download reference:

Przywara, B. (2010). Projecting future health care expenditure at European level: drivers, methodology and main results. Brussels: European Union (Economic Papers 417).

Download reference:

Rees, P., Wohland, P., Zuo, C., Norman, P., Jagger, C., Boden, P., and Jasinska, M (2013). The Implications of Ageing and Migration for the Future Population, Health, Labour Force and Households of Northern England. Applied Spatial Analysis and Policy 6(2): 93-122.

Weblink:
Download reference:

Reuser, M., Bonneux, L.G., and Willekens, F.J. (2009). Smoking Kills, Obesity Disables: A Multistate Approach of the US Health and Retirement Survey. Obesity 17(4): 783-789.

Weblink:
Download reference:

Reuser, M., Bonneux, L.G., and Willekens, F.J. (2008). The burden of mortality of obesity at middle and old age is small. A life table analysis of the US Health and Retirement Survey. European Journal of Epidemiology 23(9): 601-607.

Weblink:
Download reference:

Rodrigues, R., Huber, M., and Lamura, G. (eds.) (2012). Facts and Figures on Healthy ageing and long-term care. Vienna: European Centre for Social Welfare Policy and Research.

Download reference:

Rogers, A., Rogers, G., and Branch, L.G. (1989). A Multistate Analysis of Active Life Expectancy. Public Health Reports 104(3): 222-226.

Download reference:

Roubenoff, R. (2004). Sarcopenic Obesity: The Confluence of Two Epidemics. Obesity Research 12(6): 887-888.

Weblink:
Download reference:

Scherbov, S., Mamolo, M., and Lutz, W. (2008). Probabilistic Population Projections for the 27 EU Member States Based on Eurostat Assumptions. Vienna: Vienna Institute of Demography (European Demographic Research Paper No. 2).

Download reference:

Singer, B. and Spilerman, S. (1976). The Representation of Social Processes by Markov Models. American Journal of Sociology 82(1): 1-54.

Download reference:

Sullivan, D.F. (1971). A Single Index of Mortality and Morbidity. HSMHA Health Reports 86(4): 347-354.

Weblink:
Download reference:

Touraine, C., Gerds, T.A., and Joly, P. (2013). The SmoothHazard package for R: Fitting regression models to interval-censored observations of illness-death models. Copenhagen: University of Copenhagen, Department of Biostatistics (Research Report 13/12).

Download reference:

United Nations (2014). World Population Prospects: The 2012 Revision. New York: United Nations Department of Economic and Social Affairs, Population Division.

Download reference:

van de Kassteele, J., Hoogenveen, R.T., Engelfriet, P.M., van Baal, P.H.M., and Boshuizen, H.C. (2012). Estimating net transition probabilities from cross-sectional data with application to risk factors in chronic disease modeling. Statistics in Medicine 31(6): 533-543.

Weblink:
Download reference:

Van Imhoff, E. and Keilman, N. (1991). LIPRO 2.0: an application of a dynamic demographic projection model to household structure in the Netherlands. Amsterdam/Lisse: Swets & Zeitlinger (NIDI/CBGS Publications nr. 23).

Download reference:

Vaupel, J.W. (2010). Biodemography of human ageing. Nature 464(7288): 536-542.

Weblink:
Download reference:

Walter, S., Kunst, A., Mackenbach, J., Hofman, A., and Tiemeier, H. (2009). Mortality and disability: the effect of overweight and obesity. International Journal of Obesity 33(12): 1410-1418.

Weblink:
Download reference:

Wannamethee, S.G., Shaper, A.G., Whincup, P.H., and Walker, M. (2000). Characteristics of Older Men Who Lose Weight Intentionally or Unintentionally. American Journal of Epidemiology 151(7): 667-675.

Weblink:
Download reference:

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