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Beyond Life Years Lost, Using Different Outcomes for Population Modelling in Tobacco Harm Reduction Cover

Beyond Life Years Lost, Using Different Outcomes for Population Modelling in Tobacco Harm Reduction

Open Access
|Jan 2025

Figures & Tables

Figure 1.

Smoking prevalence.
Smoking prevalence.

Figure 2.

Projected population.
Projected population.

Figure 3.

Projected population by age group.
Projected population by age group.

Figure 4.

Projected annual mortality rate.
Projected annual mortality rate.

Figure 5.

Adult current smokers.
Adult current smokers.

Figure 6.

Adults using tobacco products.
Adults using tobacco products.

Figure 7.

Adult ever smokers.
Adult ever smokers.

Figure 8.

Average age at quitting smoking.
Average age at quitting smoking.

Figure 9.

Cumulative cigarette consumption
Cumulative cigarette consumption

Figure 10.

Smoking status of THP users.
Smoking status of THP users.

Figure 11.

THP use within smoking status.
THP use within smoking status.

Figure 12.

Tobacco-related deaths.
Tobacco-related deaths.

Figure 13.

Years of life lost.
Years of life lost.

Figure 14.

Years lost due to a disability.
Years lost due to a disability.

Figure 15.

Disability-adjusted life years (DALY).
Disability-adjusted life years (DALY).

Figure 16.

Disease cases.
Disease cases.

Figure 17.

Tracheal bronchus and lung cancer patients.
Tracheal bronchus and lung cancer patients.

Figure 18.

Chronic obstructive pulmonary disease patients.
Chronic obstructive pulmonary disease patients.

Figure 19.

Heart disease patients.
Heart disease patients.

Lifetime smoking initiation probability_

MaleFemale
Lifetime initiation rate (2004)58.2%23.2%
Applied annual initiation decay (2004–2100)a3.1%2.6%

Transition probabilities (females)_

User status 12 months agonCurrent user status (%)

Solus smokerSolus THPDual userNo tobacco
Solus smoker39281.4 (76.7–85.5)1.5 (0.4–3.5)7.0 (4.5–10.3)10.1 (7.0–14.0)
Solus THP
  Never smoker882.7 (42.3–98.9)17.3 (1.1–58.7)
  Former smoker2991.1 (74.5–98.4)8.9 (1.6–25.5)
Dual user856.6 (1.9–15.7)39.3 (28.0–51.5)50.8 (38.8–62.8)3.2 (0.5–10.2)

Definitions of key model variables and units_

VariableDescriptionUnits
YLDYears lived with disabilityPeople years
Disability weightHealth loss associated with diseaseFactor
Disease durationAverage time diagnosed with disease until either successful treatment or deathYears
Disease incidence rateNew disease cases in current yearPeople/year
NS Disease incidence probabilityProbability a Never Smoker is newly diagnosed with diseaseProbability/year
HRHazard ratio of disease incidence compared to that of a never smokerFactor
Expected incidence rateNew disease cases in base year (2004)People/year
PPrevalence of the tobacco usage statePercentage

j_cttr-2025-0001_tab_011

Smoking Only:Where cigarettes are the only tobacco product available.
Harm Reduction:Where THPs are introduced to the market in 2014.
Complete Abstinence:Where all tobacco product use ceases in 2014.

Transition probabilities (males)_

User status 12 months agonCurrent user status (%)

Solus smokerSolus THPDual userNo tobacco
Solus smoker103882.3 (79.4–85)1.0 (0.4–2.3)7.6 (5.8–9.8)9.0 (7.3–11.1)
Solus THP
  Never smoker1692.1 (67.6–99.6)5.5 (0.1–29.2)2.3 (0–24.5)
  Former smoker4988.4 (75.0–96.1)5.3 (0.7–17.3)6.3 (1.2–17.7)
Dual user3207.0 (4.1–11.1)32.8 (27.3–38.8)58.8 (52.5–64.8)1.4 (0.4–3.4)

Smoking-related diseases in model_

Smoking-related diseases
Ischemic heart disease
Stroke
Tracheal bronchus and lung cancer
Chronic obstructive pulmonary disease (COPD)
Esophageal cancer
Lower extremity peripheral arterial disease

Smoking cessation probability_

Age-group20–2930–3940–4950–5960–6970–79≥ 80
Male cessationa2.2%3.6%3.9%4.6%6.9%9.2%9.1%
Female cessationa5.4%3.0%3.1%4.6%6.2%9.9%8.5%

Lifetime THP initiation probability_

THP InitiationMaleFemale
< Age 20 initiation6.2%1.2%
> Age 20 initiation3.5%2.5%
Lifetime initiation9.7%3.7%

Adult tobacco use prevalence_ Japan adult population tobacco use prevalence by smoking and THP use status_

Japan adult population tobacco use prevalence (2019–2020)
Smoking statusNeverCurrentFormerNeverCurrentFormerNeverCurrentFormer
THP statusNeverNeverNeverCurrentCurrentCurrentFormerFormerFormer
NNCNFNNCCCFCNFCFFF
All64.8%11.4%17.1%0.3%3.5%2.2%0.0%0.4%0.3%
Male44.1%17.7%27.6%0.3%5.9%3.4%0.0%0.6%0.4%
Female84.1%5.6%7.4%0.2%1.2%1.1%0.0%0.1%0.1%

Data sources_

Data sources
Japan´s population
Ministry of Internal Affairs and Communications, Census Division, Statistics Bureau
Population estimation (2004)
https://www.e-stat.go.jp/stat-search/file-download?statInfId=000000090235&fileKind=0
Birth rate
National Institute of Population and Social Security Research
Population Projections for Japan (2017): 2016 to 2065, Appendix: Auxiliary Projections 2066 to 2115 (Table 5 and Reference Table 5)
http://www.ipss.go.jp/pp-newest/e/ppfj02/top.html
Mortality rates
The Global Burden of Disease Study
Supplementary appendix: Fertility, mortality, migration, and population scenarios for 195 countries and territories from 2017 to 2100: A forecasting analysis for the Global Burden of Disease Study, Lancet 2020 (Supplementary appendix 2, Table 15, Japan 2017 life table)
https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30677-2/fulltext#supplementaryMaterial
Life expectancy
The Global Burden of Disease Study
Supplementary appendix: Fertility, mortality, migration, and population scenarios for 195 countries and territories from 2017 to 2100: A forecasting analysis for the Global Burden of Disease Study, Lancet 2020 (Supplementary appendix 2,Table 15, Japan 2017 life table)
https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30677-2/fulltext#supplementaryMaterial
Net migration
National Institute of Population and Social Security Research
Population Projections for Japan (2017): 2016 to 2065, Appendix: Auxiliary Projections 2066 to 2115 (Figures 9 and 10)
http://www.ipss.go.jp/pp-newest/e/ppfj02/top.html
Smoking prevalence
National Health and Nutrition Survey
Part 4: Results of lifestyle-related survey
https://www.mhlw.go.jp/english/
Former Smoker Quit Time
Estimating the population health impact of introducing a reduced-risk tobacco product into Japan, The effect of differing assumptions, and some comparisons with the U.S.
DOI: 10.1016/j.yrtph.2018.10.010
Smoking initiation
National Health and Nutrition Survey (2003–2012)
https://www.mhlw.go.jp/bunya/kenkou/kenkou_eiyou_chousa.html
Smoker relapse
Web-based survey on smoking cessation behaviors of current and former smokers in Japan
DOI: 10.1185/03007995.2014.938149
Smoking relative risks
Population attributable numbers and fractions of deaths due to smoking: A pooled analysis of 180,000 Japanese, Preventive Medicine Volume 52, Issue 1, January 2011, Pages 60–65
DOI: 10.1016/j.ypmed.2010.11.009
Former smoker risk decay
Estimating the population health impact of introducing a reduced-risk tobacco product into Japan. The effect of differing assumptions, and some comparisons with the U.S.
DOI: 10.1016/j.yrtph.2018.10.010
Disease incidence and prevalence
Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: A systematic analysis for the Global Burden of Disease Study 2017, Appendix 2
DOI: 10.1016/S0140-6736(18)32279-7
Smoker disease relative risks
Global Burden of Disease Study 2019 (GBD 2019) Relative Risks
http://ghdx.healthdata.org/record/ihme-data/gbd-2019-relative-risks
THP risk ratio to smoking
Committees on Toxicity of Chemicals in Food, Consumer Products and the Environment (COT, COC and COM)
Statement on the toxicological evaluation of novel heat-not-burn tobacco products, 2017
https://cot.food.gov.uk/sites/default/files/heat_not_burn_tobacco_statement.pdf

Population demographics_ Model projections for the Japan population and mortality rate from 2010 to 2100_

Demographic projectionsPopulation (millions) in year

Population goups2010202020302040205020602070208020902100
Total1281251191101019283767066
65+29363637373430272523
16–6581746960534844393634
Under 161715131211109988
Mortality (millions/year)1111111111
Language: English
Page range: 1 - 15
Submitted on: Mar 14, 2023
Accepted on: Oct 12, 2023
Published on: Jan 30, 2025
Published by: Institut für Tabakforschung GmbH
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Krishna Prasad, Andrew Hill, Stacy Fiebelkorn, Lauren Edward, published by Institut für Tabakforschung GmbH
This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License.