Cited by 19Smoking Behavior and CessationGlobal Cancer Incidence and ScreeningInsurance, Mortality, Demography, Risk Management

Estimating Benefits of Past, Current, and Future Reductions in Smoking Rates Using a Comprehensive Model With Competing Causes of Death

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van Meijgaard, J, Fielding, JE·2012·Preventing Chronic Disease

Abstract

INTRODUCTION: Despite years of declining smoking prevalence, tobacco use is still the leading preventable contributor to illness and death in the United States, and the effect of past tobacco-use control efforts has not fully translated into improvements in health outcomes. The objective of this study was to use a life course model with multiple competing causes of death to elucidate the ongoing benefits of tobacco-use control efforts on US death rates. METHODS: We used a continuous-time life course simulation model for the US population. We modeled smoking initiation and cessation and 20 leading causes of death as competing risks over the life span, with the risk of death for each cause dependent on past and current smoking status. Risk parameters were estimated using data from the National Health Interview Survey that were linked to follow-up mortality data. RESULTS: Up to 14% (9% for men, 14% for women) of the total gain in life expectancy since 1960 was due to tobacco-use control efforts. Past efforts are expected to further increase life expectancy by 0.9 years for women and 1.3 years for men. Additional reduction in smoking prevalence may eventually yield an average 3.4-year increase in life expectancy in the United States. Coronary heart disease is expected to increase as a share of total deaths. CONCLUSION: A dynamic individual-level model with multiple causes of death supports assessment of the delayed benefits of improved tobacco-use control efforts. We show that past smoking reduction efforts will translate into further increases in life expectancy in the coming years. Smoking will remain a major contributor to preventable illness and death, worthy of continued interventions.

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  1. [1]Centers for Disease Control and Prevention. Smoking-attributable mortality, years of potential life lost, and productivity losses — United States, 2000-2004. MMWR Morb Mortal Wkly Rep 2008; 57(45): 1226- 8. 19008791
  2. [2]Mokdad AH, Marks JS, Stroup DF, Gerberding JL. Actual causes of death in the United States, 2000. JAMA 2004; 291(10): 1238- 45. 10.1001/jama.291.10.1238 15010446 · DOI · Paper page
  3. [3]Agrawal A, Scherrer JF, Grant JD, Sartor CE, Pergadia ML, Duncan AE, The effects of maternal smoking during pregnancy on offspring outcomes. Prev Med 2010; 50(1-2): 13- 8. 10.1016/j.ypmed.2009.12.009 20026103 PMC2813884 · DOI
  4. [4]Cornfield J, Haenszel W, Hammond EC, Lilienfeld AM, Shimkin MB, Wynder EL. Smoking and lung cancer: recent evidence and a discussion of some questions. Int J Epidemiol 2009; 38(5): 1175- 91. 10.1093/ije/dyp289 19773415 · DOI
  5. [6]White WB. Smoking-related morbidity and mortality in the cardiovascular setting. Prev Cardiol 2007; 10(2 Suppl 1) 1- 4. 10.1111/j.1520-037X.2007.06050.x 17396061 · DOI
  6. [7]Shopland DR, Eyre HJ, Pechacek TF. Smoking-attributable cancer mortality in 1991: is lung cancer now the leading cause of death among smokers in the United States? J Natl Cancer Inst 1991; 83(16): 1142- 8. 10.1093/jnci/83.16.1142 1886147 · DOI
  7. [8]Centers for Disease Control and Prevention. Vital signs: current cigarette smoking among adults aged ≥18 years — United States, 2005–2010. MMWR Morb Mortal Wkly Rep 2011; 60(35): 1207- 12. 21900875
  8. [9]Giovino GA, Schooley MW, Zhu BP, Chrismon JH, Tomar SL, Peddicord JP, Surveillance for selected tobacco-use behaviors — United States, 1900-1994. MMWR CDC Surveill Summ 1994; 43(3): 1- 43. 7969014
  9. [10]Ford ES, Ajani UA, Croft JB, Critchley JA, Labarthe DR, Kottke TE, Explaining the decrease in US deaths from coronary disease, 1980-2000. N Engl J Med 2007; 356(23): 2388- 98. 10.1056/NEJMsa053935 17554120 · DOI · Paper page
  10. [11]Thun MJ, Jemal A. How much of the decrease in cancer death rates in the United States is attributable to reductions in tobacco smoking? Tob Control 2006; 15(5): 345- 7. 10.1136/tc.2006.017749 16998161 PMC2563648 · DOI
  11. [12]van Meijgaard J, Fielding JE, Kominski GF. Assessing and forecasting population health: integrating knowledge and beliefs in a comprehensive framework. Public Health Rep 2009; 124(6): 778- 89. 19894419 PMC2773940
  12. [13]Tengs TO, Osgood ND, Lin TH. Public health impact of changes in smoking behavior: results from the Tobacco Policy Model. Med Care 2001; 39(10): 1131- 41. 10.1097/00005650-200110000-00010 11567175 · DOI
  13. [14]Jha P. Avoidable global cancer deaths and total deaths from smoking. Nat Rev Cancer 2009; 9(9): 655- 64. 10.1038/nrc2703 19693096 · DOI · Paper page
  14. [15]Akushevich I, Kravchenko JS, Manton KG. Health-based population forecasting: effects of smoking on mortality and fertility. Risk Anal 2007; 27(2): 467- 82. 10.1111/j.1539-6924.2007.00898.x 17511712 · DOI
  15. [16]Hurley SF, Matthews JP. The Quit Benefits Model: a Markov model for assessing the health benefits and health care cost savings of quitting smoking. Cost Eff Resour Alloc 2007; 5: 2. 10.1186/1478-7547-5-2 17241477 PMC1796848 · DOI
  16. [17]Wang H, Preston SH. Forecasting United States mortality using cohort smoking histories. Proc Natl Acad Sci U S A 2009; 106(2): 393- 8. 10.1073/pnas.0811809106 19124775 PMC2613940 · DOI
  17. [19]Wright JC, Weinstein MC. Gains in life expectancy from medical interventions — standardizing data on outcomes. N Engl J Med 1998; 339(6): 380- 6. 10.1056/NEJM199808063390606 9691106 · DOI
  18. [20]Parrish RG. Measuring population health outcomes. Prev Chronic Dis 2010; 7(4): A71. 20550829 PMC2901569
  19. [21]Will BP, Berthelot JM, Nobrega KM, Flanagan W, Evans WK. Canada’s Population Health Model (POHEM): a tool for performing economic evaluations of cancer control interventions. Eur J Cancer 2001; 37(14): 1797- 804. 10.1016/S0959-8049(01)00204-0 11549434 · DOI
  20. [22]Shi L, van Meijgaard J, Fielding J. Forecasting diabetes prevalence in California: a microsimulation. Prev Chronic Dis 2011; 8(4): A80.http://www.cdc.gov/pcd/issues/2011/jul/10_0177.htm. 21672404 PMC3136987
  21. [24]Hyland A, Li Q, Bauer JE, Giovino GA, Steger C, Cummings KM. Predictors of cessation in a cohort of current and former smokers followed over 13 years. Nicotine Tob Res 2004; 6(Suppl 3) S363- 9. 10.1080/14622200412331320761 15799599 · DOI
  22. [25]Centers for Disease Control and Prevention. Smoking cessation during previous year among adults — United States, 1990 and 1991. MMWR Morb Mortal Wkly Rep 1993; 42(26): 504- 7. 8515740
  23. [26]DeCicca P, Kenkel DS, Mathios AD; National Bureau of Economic Research. Cigarette taxes and the transition from youth to adult smoking smoking initiation, cessation, and participation. In: NBER working paper series no. 14042. Cambridge (MA): National Bureau of Economic Research; 2008. 18513811
  24. [27]Hatziandreu EJ, Pierce JP, Lefkopoulou M, Fiore MC, Mills SL, Novotny TE, Quitting smoking in the United States in 1986. J Natl Cancer Inst 1990; 82(17): 1402- 6. 10.1093/jnci/82.17.1402 2388290 · DOI
  25. [28]Reichert VC, Folan P, Bartscherer D, Jacobsen D, Fardellone C, Metz C, A comparison study of older smokers vs younger smokers being treated for tobacco dependence. Chest 2007; 132(4): 489s- 489s.
  26. [29]Sachs-Ericsson N, Schmidt NB, Zvolensky MJ, Mitchell M, Collins N, Blazer DG. Smoking cessation behavior in older adults by race and gender: the role of health problems and psychological distress. Nicotine Tob Res 2009; 11(4): 433- 43. 10.1093/ntr/ntp002 19299410 PMC2670367 · DOI
  27. [31]Heron M. Deaths: leading causes for 2004. Natl Vital Stat Rep 2007; 56(5): 1- 95. 18092547
  28. [33]Kenfield SA, Wei EK, Rosner BA, Glynn RJ, Stampfer MJ, Colditz GA. Burden of smoking on cause-specific mortality: application to the Nurses’ Health Study. Tob Control 2010; 19(3): 248- 54. 10.1136/tc.2009.032839 20501499 PMC3050007 · DOI
  29. [34]Centers for Disease Control and Prevention. Cigarette smoking among adults — United States, 2004. MMWR Morb Mortal Wkly Rep 2005; 54(44): 1121- 4. 16280969
  30. [35]Health, United States, 2010: with special feature on death and dying. Hyattsville (MD): National Center for Health Statistics; 2011. 21634072
  31. [36]Lasser K, Boyd JW, Woolhandler S, Himmelstein DU, McCormick D, Bor DH. Smoking and mental illness: a population-based prevalence study. JAMA 2000; 284(20): 2606- 10. 10.1001/jama.284.20.2606 11086367 · DOI · Paper page
  32. [37]Lawrence D, Coghlan R. Health inequalities and the health needs of people with mental illness. N S W Public Health Bull 2002; 13(7): 155- 8. 10.1071/NB02063 12451410 · DOI

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Authors
van Meijgaard, J., & Fielding, J.
Affiliations
Los Angeles County Department of Public Health (US)
Venue
Preventing Chronic Disease
Published
2012-07
Volume
9
Pages
E122-E122
ISSN
1545-1151 (ISSN-L)
OpenAlex
W2102088339
Cited by
19
References
1
Citations by year
2025: 1 · 2021: 4 · 2020: 1 · 2019: 1 · 2017: 1 · 2016: 3 · 2015: 2 · 2014: 1 · 2013: 4 · 2012: 1
FWCI
1.93
Type
journal article
Language
en
Open access
Licence
public-domain
Locations
  • Preventing Chronic Disease (publishedVersion, public-domain)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Topics
  • Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
  • Health Sciences › Medicine › Oncology › Global Cancer Incidence and Screening
  • Social Sciences › Demography › Insurance, Mortality, Demography, Risk Management
Keywords
smoking prevalence reduction, tobacco control, life expectancy, competing risk of death, coronary heart disease mortality, preventable deaths
MeSH terms
Smoking Prevention, Adolescent, Adult, Alcohol Drinking, Cause of Death, Chronic Disease, Cost-Benefit Analysis, Cross-Sectional Studies, Female, Health Surveys, Humans, Life Expectancy, Male, Middle Aged, Mortality, National Center for Health Statistics, U.S., Occupations, Smoking, Social Class, United States, Exercise, Body Mass Index, Prevalence, Occupational Health, Smoking Cessation, Age of Onset, Sex Distribution, Capacity Building

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