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Feature Articles

Key Drivers of Long-Term Rates of Mortality Improvements in the United States: Period, Cohort, and Cause of Death Analysis, 1959–2016

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REFERENCES

  • Acosta, E., A. Gagnon, N. Ouellette, R. Bourbeau, M. Nepomuceno, and A. A. van Raalte. 2020. The boomer penalty: Excess mortality among baby boomers in Canada and the United States. MPIDR Working Paper WP 2020-003. Rostock: Max Planck Institute for Demographic Research.
  • Alexander, M. J., M. V. Kiang, and M. Barbieri. 2018. Trends in black and white opioid mortality in the United States, 1979–2015. Epidemiology 29 (5):707–15. doi:10.1097/EDE.0000000000000858.
  • An, R., and X. Xiang. 2016. Age–period–cohort analyses of obesity prevalence in U.S. adults. Public Health 141:163–69. doi:10.1016/j.puhe.2016.09.021.
  • Andrasfay, T., and N. Goldman. 2021. Reductions in 2020 U.S. life expectancy due to COVID-19 and the disproportionate impact on the black and Latino populations. Proceedings of the National Academy of Sciences of the United States of America 118 (5):1–6. doi:10.1073/pnas.2014746118.
  • Andreev, E. M., V. M. Shkolnikov, and A. Z. Begun. 2002. Algorithm for decomposition of differences between aggregate demographic measures and its application to life expectancies, healthy life expectancies, parity-progression ratios and total fertility rates. Demographic Research 7:499–521. doi:10.4054/demres.2002.7.14.
  • Armstrong, G. L., L. A. Conn, and R. W Pinner. 1999. Trends in infectious disease mortality in the United States during the 20th century. Journal of the American Medical Association 281 (1):61–66. doi:10.1001/jama.281.1.61.
  • Arriaga, E. E. 1984. Measuring and explaining the change in life expectancies. Demography 21 (1):83–96. doi:10.2307/2061029.
  • Barbieri, M. 2017. Expanding the Human Mortality Database to include cause-of-death information. Society of Actuaries.
  • Barbieri, M. 2020. Mortality by socioeconomic category in the United States. Society of Actuaries.
  • Barbieri, M. 2021. Interstate variations in mortality in the United States, 1959–2018. Society of Actuaries Research Institute.
  • Bhupathiraju, S. N., and F. B. Hu. 2016. Epidemiology of obesity and diabetes and their cardiovascular complications. Circulation Research 118 (11):1723–35. doi:10.1161/CIRCRESAHA.115.306825.Epidemiology.
  • Bohk-Ewald, C., and R. Rau. 2017. Probabilistic mortality forecasting with varying age-specific survival improvements. Genus 73 (1):1–37. doi:10.1186/s41118-016-0017-8.
  • Carnes, B. A., L. R. Holden, S. J. Olshansky, M. T. Witten, and J. S. Siegel. 2006. Mortality partitions and their relevance to research on senescence. Biogerontology 7 (4):183–98. doi:10.1007/s10522-006-9020-3.
  • Case, A., and A. Deaton. 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):15078–83. doi:10.1073/pnas.1518393112.
  • Case, A., and A. Deaton. 2017. Mortality and morbidity in the 21st century. Brookings Papers on Economic Activity 2017:397–476. doi:10.1353/eca.2017.0005.
  • Centers for Disease Control and Prevention. 1999a. Decline in deaths from heart disease and stroke—United States, 1900–1999. MMWR Morbidity and Mortality Weekly Report 48 (30):649–56.
  • Centers for Disease Control and Prevention. 1999b. Motor-vehicle safety: a 20th century public health achievement. MMWR Morbidity and Mortality Weekly Report 48 (18):369–74.
  • Centers for Disease Control and Prevention. 1999c. Tobacco use—United States, 1900-1999. MMWR Morbidity and Mortality Weekly Report, 48 (43):986–93.
  • Chetty, R., M. Stepner, S. Abraham, S. Lin, B. Scuderi, N. Turner, A. Bergeron, and D. Cutler. 2016. The association between income and life expectancy in the United States, 2001–2014. Clinical Review & Education Special 315 (16):1750–766. doi:10.1001/jama.2016.4226.
  • Chiang, C. L. 1972. On constructing current life tables. Journal of the American Statistical Association 67 (339):538–41.
  • Continuous Mortality Investigation. 2016a. Working Paper 90—CMI Mortality Projections Model consultation. https://www.actuaries.org.uk/documents/cmi-working-paper-90-cmi-mortalityprojections-model-consultation.
  • Continuous Mortality Investigation. 2016b. Working Paper 91—CMI Mortality Projections Model consultation—Technical paper. https://www.actuaries.org.uk/documents/cmi-working-paper-91-cmi-mortalityprojections-model-consultation-technical-paper.
  • Crimmins, E. 1981. The changing pattern of American mortality decline, 1940–77, and its implications for the future. Population and Development Review 7 (2):229–54.
  • Currie, I. D. 2016. On fitting generalized linear and non-linear models of mortality. Scandinavian Actuarial Journal 2016 (4):356–83.
  • Dodd, E., J. J. Forster, J. Bijak, and P. W. F. Smith. 2021. Stochastic modelling and projection of mortality improvements using a hybrid parametric/semiparametric age-period-cohort model. Scandinavian Actuarial Journal 2021 (2):134–55. doi:10.1080/03461238.2020.1815238.
  • Dwyer-Lindgren, L., A. Bertozzi-Villa, R. W. Stubbs, C. Morozoff, M. J. Kutz, C. Huynh, R. M. Barber, K. A. Shackelford, J. P. Mackenbach, F. J. Van Lenthe, et al. 2016. U.S. county-level trends in mortality rates for major causes of death, 1980–2014. Journal of the American Medical Association 316 (22):2385–401. doi:10.1001/jama.2016.13645.
  • Edwards, B. K., E. Ward, B. A. Kohler, C. Eheman, A. G. Zauber, R. N. Anderson, A. Jemal, M. J. Schymura, I. Lansdorp-Vogelaar, L. C. Seeff, et al. 2010. Annual report to the nation on the status of cancer, 1975–2006, featuring colorectal cancer trends and impact of interventions (risk factors, screening, and treatment) to reduce future rates. Cancer 116 (3):544–73. doi:10.1002/cncr.24760.
  • Ezzati, M., and A. D. Lopez. 2003. Estimates of global mortality attributable to smoking in 2000. Lancet 362 (9387):847–52. doi:10.1016/S0140-6736(03)14338-3.
  • Fidler-Benaoudia, M. M., L. A. Torre, F. Bray, J. Ferlay, and A. Jemal. 2020. Lung cancer incidence in young women vs. young men: A systematic analysis in 40 countries. International Journal of Cancer 147 (3):811–19. doi:10.1002/ijc.32809.
  • Flegal, K. M., M. D. Carroll, R. J. Kuczmarski, and C. L. Johnson. 1998. Overweight and obesity in the United States: Prevalence and trends, 1960–1994. International Journal of Obesity 22 (1):39–47. doi:10.1038/sj.ijo.0800541.
  • Ford, E. S., U. A. Ajani, J. B. Croft, J. A. Critchley, D. R. Labarthe, T. E. Kottke, W. H. Giles, and S. Capewell. 2007. Explaining the decrease in U.S. deaths from coronary disease, 1980–2000. New England Journal of Medicine 356 (23):2388–398.
  • Ford, E. S., and S. Capewell. 2007. Coronary heart disease mortality among young adults in the U.S. from 1980 through 2002: Concealed leveling of mortality rates. Journal of the American College of Cardiology 50 (22):2128–132. doi:10.1016/j.jacc.2007.05.056.
  • Fox, C. S., S. Coady, P. D. Sorlie, R. B. D’Agostino, M. J. Pencina, R. S. Vasan, J. B. Meigs, D. Levy, and P. J. Savage. 2007. Increasing cardiovascular disease burden due to diabetes mellitus: The Framingham Heart Study. Circulation 115 (12):1544–550. doi:10.1161/CIRCULATIONAHA.106.658948.
  • Fryar, C. D., M. D. Carroll, and C. L. Ogden 2012. Prevalence of overweight, obesity, and extreme obesity among adults: United States, trends 1960–1962 through 2009–2010. Hyattsville, MD: National Center for Health Statistics.
  • Garfinkel, L. 1997. Trends in cigarette smoking in the United States. Preventive Medicine 26 (4):447–50. doi:10.1006/pmed.1997.0191.
  • GBD 2017 Risk Factor Collaborators. 2018. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: A systematic analysis for the global burden of disease study 2017. Lancet (London, England) 392 (10159):1923–94.
  • Geiss, L. S., J. Wang, Y. J. Cheng, T. J. Thompson, L. Barker, Y. Li, A. L. Albright, and E. W. Gregg. 2014. Prevalence and incidence trends for diagnosed diabetes among adults aged 20 to 79 years, United States, 1980–2012. Journal of the American Medical Association 312 (12):1218–226. doi:10.1001/jama.2014.11494.
  • Goldman, L., and E. F. Cook. 1984. The decline in ischemic heart disease mortality rates: An analysis of the comparative effects of medical interventions and changes in lifestyle. Annals of Internal Medicine 101 (6):825–36.
  • Haberman, S., and A. Renshaw. 2012. Parametric mortality improvement rate modelling and projecting. Insurance: Mathematics and Economics 50 (3):309–33.
  • Haberman, S., and A. Renshaw. 2013. Modelling and projecting mortality improvement rates using a cohort perspective. Insurance: Mathematics and Economics 53 (1):150–68.
  • Harper, P., S. Harper, C. A. Riddell, and N. B. King. 2020. Declining life expectancy in the United States: Missing the trees for the forest. Annual Review of Public Health 15 (7):1–23.
  • Harris, J. E. 1983. Cigarette smoking among successive birth cohorts of men and women in the United States during 1900–80. Journal of the National Cancer Institute 71 (3):473–79. doi:10.1093/jnci/71.3.473.
  • Hawkings, E. 2018. Warming stripes. https://www.climate-lab-book.ac.uk/2018/warming-stripes/.
  • Hawkings, E. 2023. #ShowYourStripes. https://showyourstripes.info/.
  • Hilton, J., E. Dodd, J. J. Forster, and P. W. F. Smith. 2019. Projecting UK mortality by using Bayesian generalized additive models. Journal of the Royal Statistical Society. Series C: Applied Statistics 68 (1):29–49. doi: 10.1111/rssc.12299.
  • Ho, J. Y., and A. S. Hendi. 2018. Recent trends in life expectancy across high income countries: Retrospective observational study. BMJ 362: k2562. doi:10.1136/bmj.k2562.
  • Huang, X., K. M. Keyes, and G. Li. 2018. Increasing prescription opioid and heroin overdose mortality in the United States, 1999-2014: An age–period–cohort analysis. American Journal of Public Health 108 (1):131–36. doi:10.2105/AJPH.2017.304142.
  • Human Cause-of-Death Database. 2020. French Institute for Demographic Studies (France) and Max Planck Institute for Demographic Research (Germany). http://www.causeofdeath.org.
  • Human Mortality Database. 2020. University of California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). http://www.mortality.org.
  • Hunt, A., and D. Blake. 2021. On the structure and classification of mortality models. North American Actuarial Journal 25 (suppl.):S215–S34. doi:10.1080/10920277.2019.1649156.
  • Hunt, A., and A. M. Villegas. 2022. Mortality improvement rates: Modeling, parameter uncertainty and robustness. North American Actuarial Journal 1–27.
  • Jatoi, I., and A. B. Miller. 2003. Why is breast-cancer mortality declining? Lancet Oncology 4 (4):251–54. doi:10.1016/S1470-2045(03)01037-4.
  • Jemal, A., K. D. Miller, J. Ma, R. L. Siegel, S. A. Fedewa, F. Islami, S. S. Devesa, and M. J. Thun. 2018. Higher lung cancer incidence in young women than young men in the United States. New England Journal of Medicine 378 (21):1999–2009. doi:10.1056/nejmoa1715907.
  • Kazerouni, N., C. J. Alverson, S. C. Redd, J. A. Mott, and D. M. Mannino. 2004. Sex differences in COPD and lung cancer mortality trends—United States, 1968–1999. Journal of Women’s Health 13 (1):17–23.
  • Kerr, W. C., T. K. Greenfield, J. Bond, Y. Ye, and J. Rehm. 2009. Age–period–cohort modelling of alcohol volume and heavy drinking days in the U.S. National Alcohol Surveys: Divergence in younger and older adult trends. Addiction 104 (1):27–37. doi:10.1111/j.1360-0443.2008.02391.x.
  • Kerr, W. C., T. K. Greenfield, Y. Ye, J. Bond, and J. Rehm. 2013. Are the 1976–1985 birth cohorts heavier drinkers? Age–period–cohort analyses of the National Alcohol Surveys 1979–2010. Addiction 108 (6):1038–48. doi:10.1111/j.1360-0443.2012.04055.x.
  • Kerr, W. C., C. Lui, and Y. Ye. 2018. Trends and age, period and cohort effects for marijuana use prevalence in the 1984–2015 U.S. National Alcohol Surveys. Addiction 113 (3):473–81. doi:10.1111/add.14031.
  • Kramarow, E. A., and B. Tejada-Vera. 2019. Dementia mortality in the United States, 2000–2017. National Vital Statistics Reports 68 (2):1–29. doi:10.1093/geroni/igy023.912.
  • Li, J. S. H., R. Zhou, and Y. Liu. 2017a. Components of historical mortality improvement: Vol. 1—Background and mortality improvement rate modeling. Society of Actuaries.
  • Li, J. S. H., R. Zhou, and Y. Liu. 2017b. Components of historical mortality improvement: Vol. 2—Mortality rate modeling and conclusions. Society of Actuaries.
  • Li, J. S. H., R. Zhou, Y. Liu, G. Graziani, R. D. Hall, J. Haid, A. Peterson, and L. Pinzur. 2020. Drivers of mortality dynamics: Identifying age/period/cohort components of historical U.S. mortality improvements. North American Actuarial Journal 24 (2):228–50. doi:10.1080/10920277.2020.1716808.
  • Macintyre, S., A. Ellaway, and S. Cummins. 2002. Place effects on health: How can we conceptualise, operationalise and measure them? Social Science and Medicine 55 (1):125–39. doi:10.1016/S0277-9536(01)00214-3.
  • Marmot, M. 2010. Fair society, healthy lives. The Marmot Review. Strategic review of health inequalities in England post 2010. Technical report. http://www.sciencedirect.com/science/article/pii/S0033350612001862.
  • Masters, R. K., R. A. Hummer, D. A. Powers, A. Beck, S. F. Lin, and B. K. Finch. 2014. Long-term trends in adult mortality for U.S. blacks and whites: An examination of period- and cohort-based changes. Demography 51 (6):2047–73. doi:10.1007/s13524-014-0343-4.
  • Masters, R. K., A. M. Tilstra, and D. H. Simon. 2018. Explaining recent mortality trends among younger and middle-aged white Americans. International Journal of Epidemiology 47 (1):81–88. doi:10.1093/ije/dyx127.
  • McGinnis, J. M., and W. H. Foege. 1993. Actual causes of death in the United States. Journal of the American Medical Association 270 (18):2207–212.
  • Mehta, N. K., L. R. Abrams, and M. Myrskylä. 2020. U.S. life expectancy stalls due to cardiovascular disease, not drug deaths. Proceedings of the National Academy of Sciences of the United States of America 117 (13):6998–7000. doi:10.1073/pnas.1920391117.
  • Mensah, G. A., G. S. Wei, P. D. Sorlie, L. J. Fine, Y. Rosenberg, P. G. Kaufmann, M. E. Mussolino, L. L. Hsu, E. Addou, M. M. Engelgau, et al. 2017. Decline in cardiovascular mortality: Possible causes and implications. Circulation Research 120 (2):366–80.
  • Mitchell, D., P. Brockett, R. Mendoza-Arriaga, and K. Muthuraman. 2013. Modeling and forecasting mortality rates. Insurance: Mathematics and Economics 52 (2):275–85.
  • Mokdad, A. H., K. Ballestros, M. Echko, S. Glenn, H. E. Olsen, E. Mullany, A. Lee, A. R. Khan, A. Ahmadi, A. J. Ferrari, et al. 2018. The state of U.S. health, 1990–2016: burden of diseases, injuries, and risk factors among U.S. states. Journal of the American Medical Association 319 (14):1444–472.
  • Mokdad, A. H., J. S. Marks, D. F. Stroup, and J. L. Gerberding. 2004. Actual causes of death in the United States, 2000. Journal of the American Medical Association 291 (10):1238–245. doi:10.1001/jama.291.10.1238.
  • Murphy, E. L., A. C. Collier, L. A. Kalish, S. F. Assmann, M. F. Para, T. P. Flanigan, P. N. Kumar, L. Mintz, F. R. Wallach, and G. J. Nemo. 2001. Highly active antiretroviral therapy decreases mortality and morbidity in patients with advanced HIV disease. Annals of Internal Medicine 135 (1):17–26. doi:10.7326/0003-4819-135-1-200107030-00005.
  • Narod, S. A., J. Iqbal, and A. B. Miller. 2015. Why have breast cancer mortality rates declined? Journal of Cancer Policy 5:8–17. doi:10.1016/j.jcpo.2015.03.002.
  • National Bureau of Economic Research. 2016. Census U.S. intercensal county population data, 1970–2014. https://www.nber.org/data/census-intercensal-county-population.html.
  • Negoita, S., E. J. Feuer, A. Mariotto, K. A. Cronin, V. I. Petkov, S. K. Hussey, V. Benard, S. J. Henley, R. N. Anderson, S. Fedewa, et al. 2018. Annual report to the nation on the status of cancer, part II: Recent changes in prostate cancer trends and disease characteristics. Cancer 124 (13):2801–814. doi:10.1002/cncr.31549.
  • Nolte, E., and C. M. McKee. 2012. In amenable mortality—Deaths avoidable through health care—Progress in the U.S. lags that of three European countries. Health Affairs 31 (9):2114–122. doi:10.1377/hlthaff.2011.0851.
  • Ouellette, N., M. Barbieri, and J. R. Wilmoth. 2014. Period-based mortality change: Turning points in trends since 1950. Population and Development Review 40 (1):77–106. doi:10.1111/j.1728-4457.2014.00651.x.
  • Phillips, J. A. 2014. A changing epidemiology of suicide? The influence of birth cohorts on suicide rates in the United States. Social Science and Medicine 114:151–60. doi:10.1016/j.socscimed.2014.05.038.
  • Preston, S. H., and H. Wang. 2006. Sex mortality differences in the United States: The role of cohort smoking patterns. Demography 43 (4):631–46.
  • Reither, E. N., R. M. Hauser, and Y. Yang. 2009. Do birth cohorts matter? Age–period–cohort analyses of the obesity epidemic in the United States. Social Science & Medicine 69 (10):1439–448.
  • Renshaw, A., and S. Haberman. 2021. Modelling and forecasting mortality improvement rates with random effects. European Actuarial Journal 11 (2):381–412. doi:10.1007/s13385-021-00274-1.
  • Rey, G., A. Aouba, G. Pavillon, R. Hoffmann, I. Plug, R. Westerling, E. Jougla, and J. Mackenbach. 2011. Cause-specific mortality time series analysis: A general method to detect and correct for abrupt data production changes. Population Health Metrics 9 (1):52. doi:10.1186/1478-7954-9-52.
  • Shkolnikov, V. M., E. E. Andreev, and A. Z. Begun. 2003. Gini coefficient as a life table function: Computation from discrete data, decomposition of differences and empirical examples. Demographic Research 8:305–57. doi:10.4054/DemRes.2003.8.11.
  • Sidney, S., C. P. Quesenberry, M. G. Jaffe, M. Sorel, M. N. Nguyen-Huynh, L. H. Kushi, A. S. Go, and J. S. Rana. 2016. Recent trends in cardiovascular mortality in the United States and public health goals. JAMA Cardiology 1 (5):594–99. doi:10.1001/jamacardio.2016.1326.
  • Singh, G., G. Daus, M. Allender, C. Ramey, E. Martin, C. Perry, A. Reyes, and I. Vedamuthu. 2017. Social determinants of health in the United States: Addressing major health inequality trends for the Nation, 1935-2016. International Journal of MCH and AIDS 6 (2):139–64. doi:10.21106/ijma.236.
  • Vaupel, J., F. Villavicencio, and M.-P. Bergeron Boucher. 2021. Demographic perspectives on the rise of longevity. Proceedings of the National Academy of Sciences 118 (9):1–10. doi:10.31235/osf.io/gdjtv.
  • Verdery, A. M., K. England, A. Chapman, L. Luo, K. McLean, and S. Monnat. 2020. Visualizing age, period, and cohort patterns of substance use in the U.S. opioid crisis. Socius: Sociological Research for a Dynamic World 6:1–3. doi:10.1177/2378023120906944.
  • Villegas, A. M., M. Bajekal, S. Haberman, and L. Zhou. 2021. Analysis of historical U.S. population mortality improvement drivers 1959–2016. Society of Actuaries Research Institute.
  • Wang, H., M. Naghavi, C. Allen, R. M. Barber, Z. A. Bhutta, A. Carter, D. C. Casey, F. J. Charlson, A. Z. Chen, M. M. Coates, et al. 2015. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: A systematic analysis for the global burden of disease study 2015. The Lancet 388 (10053):1459–544.
  • Weuve, J., L. E. Hebert, P. A. Scherr, and D. A. Evans. 2014. Deaths in the United States among persons with Alzheimer’s disease (2010-2050). Alzheimer’s and Dementia 10 (2):e40–46. doi:10.1016/j.jalz.2014.01.004.
  • Wilmot, K. A., M. O’Flaherty, S. Capewell, E. S. Ford, and V. Vaccarino. 2015. Coronary heart disease mortality declines in the United States from 1979 through 2011: Evidence for stagnation in young adults, especially women. Circulation 132 (11):997–1002.
  • Wood, S. N. 2011. Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society. Series B: Statistical Methodology 73 (1):3–36. doi:10.1111/j.1467-9868.2010.00749.x.
  • Wood, S. N. 2020. Package mgcv. http://cran.r-project.org/web/packages/mgcv/index.html.
  • Yang, Y. 2008. Trends in U.S. adult chronic disease mortality, 1960–1999: Age, period, and cohort variations. Demography 45 (2):387–416. doi:10.1353/dem.0.0000.