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Methods for forecasting mortality and their performance

Published online by Cambridge University Press:  17 November 2008

MJ Murphy*
Affiliation:
London School of Economics and Political Science, London, UK
*
MJ Murphy, Reader in Population Studies, London School of Economics and Political Science, Houghton Street, London WC2A 2AE, UK

Abstract

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Type
Social and psychological gerontology
Copyright
Copyright © Cambridge University Press 1995

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References

1Valkonen, T. Assumptions about mortality trends in developed countries. In: Lutz, W ed. Future demographic trends in Europe and North America: what can we assume today? New York: Academic Press, 1991: 325.Google Scholar
2Ahlburg, DA, Vaupel, J. Alternative projections of the US population. Demography 1990; 27: 639–52.CrossRefGoogle Scholar
3US Department of Health, Education, and Welfare. Social Security Administration. Board of Trustees of the Federal Old-Age and Survivors Insurance and Disability Insurance Trust Funds. 1990 annual report of the federal old-age and survivors insurance and disability insurance trust funds. 101st congress, second session, Ways and Means Committee. Washington: GPO, 1990.Google Scholar
4Preston, SH, Himes, C, Effers, M. Demographic conditions responsible for population aging. Demography 1989; 26: 691704.CrossRefGoogle ScholarPubMed
5Office of Population Censuses and Surveys. Mortality statistics 1841–1985 serial tables. Series DH1 no. 19. London: HMSO, 1989.Google Scholar
6Alderson, M. International mortality statistics. Basingstoke: Macmillan, 1981.CrossRefGoogle Scholar
7United Nations Department of International Economic and Social Affairs. World population prospects: the 1992 revision. ESA/SER.A/135. New York: United Nations, 1993.Google Scholar
8Keyfitz, N. The limits of population forecasting. Popul Dev Rev 1981; 7: 579–93.Google Scholar
9Tolley, HD, Hickman, JC, Lew, EA. Actuarial and demographic forecasting methods. In: Manton, KG, Singer, BH, Suzman, RM eds. Forecasting the health of elderly populations. New York: Springer-Verlag, 1993: 3949.CrossRefGoogle Scholar
10Stoto, MA. The accuracy of population projections. J Am Statist Assoc 1983; 78: 1320.CrossRefGoogle ScholarPubMed
11Guralnik, JM, Yanagishita, M, Schneider, EL. Projecting the older population of the United States: lessons from the past and prospects for the future. Milbank Q 1988; 66: 283308.CrossRefGoogle ScholarPubMed
12US Bureau of the Census. Projections of the population of the United States, by age, sex and race: 1983 to 2080. Current population reports series p-25 no. 952. Washington: GPO, 1984.Google Scholar
13Keilman, N. National population projections in industrialized countries: a review of methodology and assumptions. In: Population projections: trends, methods and uses. Office of Population Censuses and Surveys occasional paper 38. London: Office of Population Censuses and Surveys, 1990; 3141.Google Scholar
14Alho, JM, Spencer, BD. Error models for official mortality forecasts. J Am Statist Assoc 1990; 85: 609–16.CrossRefGoogle ScholarPubMed
15Murphy, M. Methods of forecasting mortality for population projections. In: Population projections: trends, methods and uses. Office of Population Censuses and Surveys occasional paper 38. London: Office of Population Censuses and Surveys, 1990: 87101.Google Scholar
16Van Poppel, F, De Beer, J. Evaluation of mortality projections for the elderly. National population projections in industrialized countries. Paper presented at IUSSP meeting on health and mortality trends among elderly populations: determinants and implications, Sendai, Japan, 21–25 June 1993.Google Scholar
17Greville, TNE. Illustrative United States population projections. US Department of Health, Education and Welfare. Social Security Administration: Division of the Actuary actuarial study no. 46. Washington: GPO, 1957.Google Scholar
18US Bureau of the Census. Projections of the population of the United States: 1975 to 2050. Current population reports series p-25 no. 601. Washington: GPO, 1975.Google Scholar
19US Bureau of the Census. Projections of the population of the United States, by age, sex and race: 1988 to 2080. Current population reports series p-25 no. 1018. Washington: GPO, 1989.Google Scholar
20Central Statistical Office. Projecting the population of the United Kingdom. Econ Trends 1965; 139: iii–x.Google Scholar
21Office of Population Censuses and Surveys. Population projections 1973–2013. Series PP2 no. 4. London: HMSO, 1974.Google Scholar
22US Bureau of the Census. Projections of the population of the United States by age and sex: 1964 to 1985 with extensions to 2010. Current population reports series p-25 no. 286. Washington: GPO, 1964.Google Scholar
23Office of Population Censuses and Surveys. Population projections 1976–2016. Series PP2 no. 8. London: HMSO, 1978.Google Scholar
24Cox, P, Scott, W. Changing mortality and its effect on population projections. Popul Trends 1977; 8: 1417.Google Scholar
25Benjamin, B, Overton, E. Prospects for mortality decline in England and Wales. Popul Trends 1981; 23: 2228.Google Scholar
26Alderson, MR, Ashwood, FL. Projection of mortality rates for the elderly. Popul Trends 1985; 45: 2229.Google Scholar
27Office of Population Censuses and Surveys. National population projections 1991-based. Series PP2 no. 18. London: HMSO, 1993.Google Scholar
28Murphy, MJ. The prospect of mortality: England and Wales and the United States of America, 1962–1989. Br Actuarial J 1995 (in press).Google Scholar
29Lopez, AD, Hakama, M. Approaches to the projection of health status. In: Health projections in Europe: methods and applications. Copenhagen: WHO Regional Office for Europe, 1986: 924.Google Scholar
30Olshansky, SJ. On forecasting mortality. Millbank Q 1988; 66: 482530.CrossRefGoogle ScholarPubMed
31Pollard, JH. Projection of age-specific mortality rates. Popul Bull United Nations 21/22. New York: United Nations, 1988: 5569.Google Scholar
32Goméz de Leon, J, Texmon, I. Methods of mortality projections and forecasts. In: Keilman, N, Cruijsen, H eds. National population forecasting in industrialized countries. Amsterdam: Swets and Zeitlinger, 1992: 6174.Google Scholar
33Hämäläinen, H. International comparisons of mortality assumptions. In: Keilman, N, Cruijsen, H eds. National population forecasting in industrialized countries. Amsterdam: Swets and Zeitlinger, 1992: 7586.Google Scholar
34Pressat, R. Mortality projections and actual trends: a comparative study. WHO Statistics Rep 1974; 27: 516–39.Google Scholar
35Office of Population Censuses and Surveys. Population projections 1985–2025. Series PP2 no. 15. London: HMSO, 1987.Google Scholar
36Bulatao, RA, Bos, E, Stephens, PW, Vu, MT. World population projections 1989–90 edition. Baltimore: Johns Hopkins Press, 1990.Google Scholar
37Coale, AJ, Demeny, P. Regional model life tables and stable populations, second edition. New York: Academic Press, 1983.Google Scholar
38Coale, A, Guo, G. Revised regional model life tables at very low levels of mortality. Popul Index 1989; 55: 613–43.CrossRefGoogle ScholarPubMed
39United Nations Department of International Economic and Social Affairs. Model life tables for developing countries. DocESA/SER.A/77. New York: United Nations, 1982.Google Scholar
40Brass, W. On the scale of mortality. In: Brass, W ed. Biological aspects of demography. London: Taylor and Francis, 1971: 69–110.Google Scholar
41Zaba, B. The four-parameter logit life table system. Popul Stud 1979; 33: 79100.CrossRefGoogle ScholarPubMed
42Ewbank, DC, Goméz de Leon, J, Stoto, MA. A reducible four-parameter system of model life tables. Popul Stud 1983; 37: 105–27.CrossRefGoogle ScholarPubMed
43Heligman, L, Pollard, JH. The age pattern of mortality. J Inst Actuaries 1980; 107: 4980.CrossRefGoogle Scholar
44Keyfitz, N. On future mortality. International Institute for Applied Systems Analysis WP–89–59. Laxenburg: IIASA, 1989.Google Scholar
45McNown, RF, Rogers, A. Forecasting mortality: a parameterised time series approach. Demography 1989; 26: 645–60.CrossRefGoogle Scholar
46Faber, JF, Wade, AH. Life tables for the United States: 1900–2050. US Department of Health and Human Services, Social Security Administration actuarial study no. 89. Washington DC: GPO, 1983.Google Scholar
47Lee, RD, Carter, LR. Modeling and forecasting US mortality. J Am Statis Assoc 1992; 87: 659–71.Google Scholar
48Whelpton, PK. Population of the United States, 1925 to 1975. Am J Social 1928; 34: 253–70.CrossRefGoogle Scholar
49Whelpton, PK. An empirical method of calculating future population. J Am Statist Assoc 1936; 31: 457–73.CrossRefGoogle Scholar
50Preston, SH. An evaluation of post-war mortality projections in Australia, Canada, Japan, New Zealand and the United States. World Health Organization statistics report 1974; 27: 719–45.Google Scholar
51Yanagishita, M, Guralnik, JM. Changing mortality patterns that lead life expectancy in Japan to surpass Sweden's: 1972–1982. Demography 1988; 25: 611–24.Google Scholar
52Crimmins, EM. The changing pattern of American mortality decline, 1940–77, and its implications for the future. Popul Dev Rev 1981; 7: 229–54.CrossRefGoogle Scholar
53Meslé, F, Vallin, J. Les composants de la mortalité cardio-vasculaire en France depuis 1925: résultats d'une réconstitution historique. Population 1988; 43: 391425.CrossRefGoogle Scholar
54Pollard, AH. Methods of forecasting mortality using Australian data. J Inst Actuaries 1949; 75: 151–70.Google Scholar
55Wade, AH. Social security area population projections: 1987. US Department of Health and Human Services, Social Security Administration, actuarial study no. 99. Washington DC: GPO, 1992.Google Scholar
56Bulatao, RA, Stephens, PW. Global estimates and projections of mortality by cause, 1975–2015. World Bank policy research working paper WPS 1007. New York: World Bank, 1992.Google Scholar
57Keyfitz, N. Choice of function for mortality analysis: effective forecasting depends on a minimum parameter representation. Theor Popul Biol 1981; 21: 329–52.CrossRefGoogle Scholar
58Keyfitz, N. Heterogeneity and selection in population analysis. In: Applied mathematical demography, second edition. Berlin: Springer-Verlag, 1985: 385–99.CrossRefGoogle Scholar
59Manton, KG, Stallard, E. Recent trends in mortality analysis. Orlando: Academic Press, 1984.Google Scholar
60Bourgeois-Pichat, J. Essai sur la mortalité ‘biologique’ de l'homme. Population 1952; 3: 381–94.Google Scholar
61Benjamin, B. The span of life. J Inst Actuaries 1982; 109: 319–40.CrossRefGoogle ScholarPubMed
62Manton, KG, Patrick, C, Stallard, E. Mortality model based on delays in progression of chronic diseases: alternative to cause elimination model. J Gerontol 1980; 16: 313–27.Google Scholar
63Davidson, AR, Reid, AR. On the calculation of rates of mortality. Trans Faculty Actuaries 1927; 11: 183232.CrossRefGoogle Scholar
64Hobcraft, J, Menken, J, Preston, SH. Age, period and cohort effects in demography: a review. Popul Index 1982; 48: 443.CrossRefGoogle ScholarPubMed
65Wilmoth, JR. Variation in vital rates by age, period and cohort. In: Clogg, CC ed. Sociological methodology, Volume 20. Oxford: Basil Blackwell, 1990: 295335.Google Scholar
66Brown, CC, Kessler, LG. Projections of lung cancer mortality in the United States: 1985–2025. J Nat Cancer Inst 1988; 80: 4351.Google Scholar
67Alderson, MR, Ashwood, FL. Projections of mortality and morbidity in England and Wales. In: Health projections in Europe: methods and applications. Copenhagen: WHO Regional Office for Europe, 1986: 8491.Google Scholar
68Department of Health. Short-term prediction of HIV infection and AIDS in England and Wales. London: HMSO, 1988.Google Scholar
69Public Health Laboratory Services. Acquired immune deficiency syndrome in England and Wales to end 1993: projections using data to end September 1989. Communicable disease report, 01 1990.Google Scholar
70Long, JF. Accuracy, monitoring, and evaluation of national population projections. In: Keilman, N, Cruijsen, H eds. National population forecasting in industrialized countries. Amsterdam: Swets and Zeitlinger, 1992: 129–45.Google Scholar
71Szabó, K. International comparison of fertility assumptions. In: Keilman, N, Cruijsen, H eds. National population forecasting in industrialized countries. Amsterdam: Swets and Zeitlinger, 1992: 4959.Google Scholar
72Keyfitz, N. Mortality comparisons: the male–female ratio. In: Applied mathematical demography, second edition. Berlin: Springer-Verlag, 1985: 5476.Google Scholar
73Pollard, JH. The expectation of life and its relationship to mortality. J Inst Actuaries 1982; 109: 225–40.Google Scholar
74Horiuchi, S. Some methodological issues in the assessment of the deceleration of the mortality decline. In: Ruzicka, L, Wunsch, G, Kane, P eds. Differential mortality: methodological issues and biosocial factors. Oxford: Clarendon Press, 1989: 6478.Google Scholar
75Coale, AJ. A reassessment of world population trends. Popul Bull United Nations. New York: United Nations, 1983.Google Scholar
76Alho, JM. Estimating the strength of expert judgement: the case of US mortality rates. J Forecasting 1992; 11: 157–67.Google Scholar
77Preston, SH. Demographic change in the United States, 1970–2050. In: Manton, KG, Singer, BH, Suzman, RM, eds. Forecasting the health of elderly populations. New York: Springer-Verlag, 1993: 5177.CrossRefGoogle Scholar
78Stoto, MA, Durch, JS eds. Forecasting survival, health, and disability. Workshop summary 9–10 March 1992. Institute of Medicine and National Research Council. Washington DC: National Academy Press, 1993.Google Scholar
79Manton, KG, Singer, BH, Suzman, RM eds. Forecasting the health of elderly populations. New York: Springer-Verlag, 1993.CrossRefGoogle Scholar
80Himes, CL, Preston, SH, Condran, GA. A relational model of mortality at older ages in low mortality countries. Popul Stud 1994; 48: 269–92.Google Scholar
81Manton, KG, Stallard, E, Tolley, D. Limits to human life expectancy: evidence, prospects and implications. Popul Dev Rev 1991; 17: 603–37.CrossRefGoogle Scholar
82Barker, DIP ed. Fetal and infant origins of adult disease. London: British Medical Journal, 1992.Google Scholar
83Fries, JF. Aging, natural death and the compression of morbidity. N Engl J Med 1980; 303: 130–36.Google Scholar
84Fries, JF. The compression of morbidity: near or far? Milbank Q 1989; 67: 208–32.Google Scholar
85Olshansky, SJ, Carnes, BA, Cassel, C. In search of Methuselah: estimating the upper limits to human longevity. Science 1990; 250: 634–40.Google Scholar
86Carnes, BA, Olshansky, SJ. Evolutionary perspectives on human senescence. Popul Dev Rev 1993; 19: 793806.Google Scholar
87Olshansky, SJ, Carnes, BA. Demographic perspectives on human senescence. Popul Dev Rev 1994; 20: 5780.CrossRefGoogle Scholar
88Gavrilov, LA, Gavrilova, NS. The biology of life span: a quantitative approach. London: Harwood Academic, 1991.Google Scholar
89Muldoon, MF, Manuck, SB, Matthews, KA. Lowering cholesterol concentrations and mortality: a quantitative review of primary prevention trials. BMJ 1990; 301: 309–14.Google Scholar
90McCord, C, Freeman, HP. Excess mortality in Harlem. N Engl J Med 1990; 22: 173–77.CrossRefGoogle Scholar