Volume 32 - Article 3 | Pages 75–106 Author has provided data and code for replicating results Article has associated letter

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

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

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References

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

Weblink doi:10.1007/978-0-387-68560-1
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 doi:10.1186/1478-7954-1-4
Download reference in RIS | BibTeX

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 doi:10.1007/978-90-481-9996-9_28
Download reference in RIS | BibTeX

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 doi:10.2105/ajph.84.1.20
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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

Weblink doi:10.1353/dem.2007.0022
Download reference in RIS | BibTeX

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 doi:10.3949/ccjm.81a.12165
Download reference in RIS | BibTeX

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

Weblink doi:10.1016/S0140-6736(09)61460-4
Download reference in RIS | BibTeX

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 doi:10.1017/S0144686X05004289
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 in RIS | BibTeX

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 doi:10.7326/0003-4819-154-4-201102150-00001
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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

Weblink http://epp.eurostat.ec.europa.eu/statistics_e ...
Download reference in RIS | BibTeX

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

Weblink http://epp.eurostat.ec.europa.eu/cache/ITY_SD ...
Download reference in RIS | BibTeX

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 doi:10.7326/0003-4819-109-1-18
Download reference in RIS | BibTeX

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

Weblink doi:10.1056/NEJM198007173030304
Download reference in RIS | BibTeX

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

Download reference in RIS | BibTeX

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 doi:10.1093/bmb/ldr002
Download reference in RIS | BibTeX

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

Weblink doi:10.2165/00024677-200201060-00004
Download reference in RIS | BibTeX

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 doi:10.2105/ajph.2005.062836
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 doi:10.4054/DemRes.2011.24.29
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 in RIS | BibTeX

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

Download reference in RIS | BibTeX

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 doi:10.1001/jama.1963.03060120024016
Download reference in RIS | BibTeX

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 doi:10.1007/s11111-014-0205-4
Download reference in RIS | BibTeX

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 doi:10.2307/2983150
Download reference in RIS | BibTeX

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 doi:10.1111/j.1467-985X.2007.00497.x
Download reference in RIS | BibTeX

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 doi:10.1038/oby.2011.46
Download reference in RIS | BibTeX

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 doi:10.1093/geronb/63.5.S269
Download reference in RIS | BibTeX

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 doi:10.1016/S0140-6736(05)78119-8
Download reference in RIS | BibTeX

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 doi:10.1136/bmj.317.7151.111
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 in RIS | BibTeX

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 in RIS | BibTeX

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

Weblink doi:10.1126/science.1069675
Download reference in RIS | BibTeX

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 doi:10.1177/089826439100300205
Download reference in RIS | BibTeX

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 doi:10.1016/j.cger.2009.07.005
Download reference in RIS | BibTeX

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 doi:10.1177/0958928708091058
Download reference in RIS | BibTeX

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 doi:10.1161/01.str.0000078661.72578.0a
Download reference in RIS | BibTeX

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 doi:10.1002/sim.4780050604
Download reference in RIS | BibTeX

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

Download reference in RIS | BibTeX

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 doi:10.1007/s12061-013-9086-7
Download reference in RIS | BibTeX

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 doi:10.1007/s10654-008-9269-8
Download reference in RIS | BibTeX

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 doi:10.1038/oby.2008.640
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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 in RIS | BibTeX

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

Weblink doi:10.1038/oby.2004.107
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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

Download reference in RIS | BibTeX

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

Weblink doi:10.2307/4594169
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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

Download reference in RIS | BibTeX

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 doi:10.1002/sim.4423
Download reference in RIS | BibTeX

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 in RIS | BibTeX

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

Weblink doi:10.1038/nature08984
Download reference in RIS | BibTeX

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 doi:10.1038/ijo.2009.176
Download reference in RIS | BibTeX

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 doi:10.1093/oxfordjournals.aje.a010261
Download reference in RIS | BibTeX