Cited by 535Smoking Behavior and CessationGlobal Cancer Incidence and ScreeningGlobal Public Health Policies and Epidemiology

Evolution of the global smoking epidemic over the past half century: strengthening the evidence base for policy action

Open access
Dai, Xiaochen, Gakidou, Emmanuela, Lopez, Alan D·2022·Tobacco Control

Abstract

Background: Despite compelling evidence on the health hazards of tobacco products accumulated over the past 70 years, smoking remains a leading cause of death worldwide. Policy action to control smoking requires timely, comprehensive, and comparable evidence on smoking levels within and across countries. This study provides a recent assessment of that evidence based on the methods used in the Global Burden of Disease (GBD) Study. Methods: We estimated annual prevalence of, and mortality attributable to smoking any form of tobacco from 1970 to 2020 and 1990–2020, respectively, using the methods and data sources (including 3431 surveys and studies) from the GBD collaboration. We modelled annual prevalence of current and former smoking, distributions of cigarette-equivalents per smoker per day, pack-years for current smoking, years since cessation for former smokers and estimated population-attributable fractions due to smoking. Results: Globally, adult smoking prevalence in 2020 was 32.6% (32.2% to 33.1%) and 6.5% (6.3% to 6.7%) among men and women, respectively. 1.18 (0.94 to 1.47) billion people regularly smoke tobacco, causing 7.0 (2.0 to 11.2) million deaths in 2020. Smoking prevalence has declined by 27.2% (26.0% to 28.3%) for men since 1990, and by 37.9% (35.3% to 40.1%) for women. Declines have been largest in the higher sociodemographic countries, falling by more than 40% in some high-income countries, and also in several Latin American countries, notably Brazil, where prevalence has fallen by 70% since 1990. Smoking prevalence for women has declined substantially in some countries, including Nepal, the Netherlands and Denmark, and remains low throughout Asia and Africa. Conversely, there has been little decline in smoking in most low- and middle-income countries (LMICs) with over half of all men continuing to smoke in large populations in Asia (China, Indonesia), as well as the Pacific Islands. Implications: While global smoking prevalence has fallen, smoking is still common and causes a significant health burden worldwide. The unequal pace of declines across the globe is shifting the epidemic progressively to LMICs. Smoking is likely to remain a leading cause of preventable death throughout this century unless smoking cessation efforts can significantly and rapidly reduce the number of smokers, particularly in Asia. Funding: XD and EG received funding through grant projects from Bloomberg Philanthropies (funding no. 66-9468) and the Bill & Melinda Gates Foundation (funding no. 63-3452).

AI snapshot

Written from the paper’s full text.

TL;DR

This Global Burden of Disease analysis estimates that global adult smoking prevalence in 2020 was 32.6% among men and 6.5% among women, with 1.18 billion smokers and 7.0 million smoking-attributable deaths. Although prevalence has declined since 1990, the epidemic is shifting toward low- and middle-income countries, especially in Asia.

Key findings

  • In 2020, adult smoking prevalence was 32.6% (32.2% to 33.1%) among men and 6.5% (6.3% to 6.7%) among women; 1.18 (0.94 to 1.47) billion people regularly smoked tobacco, causing 7.0 (2.0 to 11.2) million deaths.
  • Since 1990, smoking prevalence declined by 27.2% (26.0% to 28.3%) for men and 37.9% (35.3% to 40.1%) for women; declines were largest in higher sociodemographic countries, falling by more than 40% in some high-income countries, and Brazil’s prevalence fell by 70% since 1990.
  • There has been little decline in most low- and middle-income countries, with more than half of adult men smoking in large Asian populations such as China (52%) and Indonesia, as well as Pacific Island countries; female prevalence remains low throughout Asia and Africa.
  • By 2020, countries classified by epidemic phase were distributed for men as less than 10% incipient, 42% phase two, 25% phase three, and about one-quarter phase four; for women the respective distribution was 40/31/13/16.

Methods

  • Using GBD 2020 methods, the study estimated annual prevalence of smoked tobacco use from 1970 to 2020 and attributable mortality/DALYs from 1990 to 2020 for 204 countries and territories by 5-year age group and sex; secondhand smoke, smokeless tobacco, electronic cigarettes, vaping products, and heated tobacco products were excluded.
  • Data included 2808 nationally or subnationally representative surveys covering 200 of 204 countries, 623 studies for dose-response risk estimation, and consumption data from Euromonitor, the US Department of Agriculture, and the Food and Agriculture Organization; current and former smoking prevalence was modelled with spatiotemporal Gaussian process regression, and population-attributable fractions were calculated.
  • Estimates were also provided by quintile of Sociodemographic Index, with countries grouped by their 2020 SDI; analyses were performed in R and Python.

Limitations

  • The paper states that data quality and availability limitations, including data gaps and inconsistencies, lead to substantial uncertainty in trends and patterns of smoking prevalence and consumption in some countries, reducing the policy utility of the estimates.
  • The paper notes that it used the direct method to estimate population-attributable fractions, whereas an indirect method has also been used; it reports that total burden due to smoking did not change significantly using different methods.
  • Evident from the text: the analysis excludes secondhand smoke exposure, smokeless tobacco, electronic cigarettes, vaping products, and heated tobacco products, so the findings cover smoked tobacco use only; countries were grouped by 2020 SDI even though SDI can change over time.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1136/tobaccocontrol-2021-056535

Cites

28 of 29 references verified0 citation errors · 1 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

7 of 14 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured

  • Study design and conductown data

    Dose-response risks of current smoking for 36 health outcomes were re-estimated using a new meta-regression method based on an updated systematic review of 623 studies.

    “We used a new meta-regression method 27 to re-estimate the dose-response risks of current smoking for 36 health outcomes caused by smoking, based on an updated systematic review of literature.3 4 We included 623 studies”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [27] Zheng, 2021, Trimmed constrained mixed effects models: formulations and algorithms, Journal of Computational and Graphical Statistics source
    • cites [3] source

      The Methods section (page unavailable) says GBD 2019 updated systematic reviews and meta-analysed relative risks as a function of exposure, supporting the cited background on updated literature. It does not report a smoking-specific re-estimation covering 36 outcomes or 623 studies; the Discussion > Limitations section says its dose–response reassessment was limited to dietary risks, kidney dysfunction, and air pollution. In the citing sentence, the new method and study count appear to describe the citing authors’ own work, rather than findings attributed to this source. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [4] Reitsma, 2021, Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis from the global burden of disease study 2019, The Lancet source

      The Methods section ('Dose-response risk curves') says the paper used meta-regression and a systematic review to estimate dose-response risks for 36 outcomes among current and former smokers. It reports data extracted from 902 eligible studies, not 623; the 623-study figure is not supported by this source. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • Findingown data

    Smoking prevalence declined by 27.2% (95% UI 26.0% to 28.3%) for men since 1990.

    “Smoking prevalence has declined by 27.2% (26.0% to 28.3%) for men since 1990, and by 37.9% (35.3% to 40.1%) for women.”
    Quote in the paperSubstantial claim
  • Findingown data

    Globally, adult smoking prevalence in 2020 was 32.6% (95% UI 32.2% to 33.1%) among men.

    “Globally, adult smoking prevalence in 2020 was 32.6% (32.2% to 33.1%) and 6.5% (6.3% to 6.7%) among men and women, respectively.”
    Quote in the paperSubstantial claim
  • Findingown data

    Globally, adult smoking prevalence in 2020 was 6.5% (95% UI 6.3% to 6.7%) among women.

    “Globally, adult smoking prevalence in 2020 was 32.6% (32.2% to 33.1%) and 6.5% (6.3% to 6.7%) among men and women, respectively.”
    Quote in the paperSubstantial claim
  • Findingown data

    In 2020, 1.18 (95% UI 0.94 to 1.47) billion people regularly smoked tobacco.

    “1.18 (0.94 to 1.47) billion people regularly smoke tobacco, causing 7.0 (2.0 to 11.2) million deaths in 2020.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 10
  • May combine two claims. 41
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Smoking is the leading cause of disease burden in many countries.

    “smoking is the leading cause of disease burden in many countries.[3][4][5][6][7]”
    Quote in the paperNot a substantial claim2 of 5 sources checked
    • cites [3] source

      The Results (Global attributable burden; page unavailable) say tobacco was the leading risk factor for attributable DALYs in seven of 21 regions. The National findings report substantial smoking-attributable burden in many countries, but do not establish that smoking ranked first in those countries; the claim shifts a regional ranking to a national one. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [4] Reitsma, 2021, Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis from the global burden of disease study 2019, The Lancet source

      The Discussion (page not available in our copy) says smoking was the leading risk factor for deaths and DALYs among males globally. The Results report substantial smoking-attributable burden across countries, but do not establish that smoking ranks first for disease burden in many countries across the whole population. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [5] source
    • cites [6] source
    • cites [7] Peto R , Lopez AD , Boreham J . Health Effects of Tobacco Use: Global Estimates and Projections. In: Slama K , ed. Tobacco and health. Boston, MA: Springer US, 1995: 109–20. source
  • May combine two claims.

    Interpretationcitation

    Tobacco control measures, particularly when implemented comprehensively, work, leading to a 27.2% global decline in male smoking prevalence since 1990 and a 37.9% decline among women.

    “Most importantly, they strongly suggest that tobacco control measures, particularly when implemented comprehensively, work, collectively leading to a 27.2% (95% CI: 26.0% to 28.3%) global decline in smoking prevalence among men since 1990, and a much larger decline, 37.9% (95% CI: 35.3% to 40.1%) among women.31 32”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [31] source

      The Main section says tobacco-control policies reduce smoking prevalence and estimates that stronger combined policies would have produced further reductions. But its reported global declines are 7.7% for men and 15.2% for women between 2009 and 2017; it does not substantiate the cited 27.2% and 37.9% declines since 1990 or attribute those figures to the policies. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [32] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    This study complies with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER) recommendations.

    “This study complies with the Guidelines for Accurate and Transparent Health Estimates Reporting recommendations.30”
    Quote in the paperNot a substantial claim1 of 1 sources checked
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation

    In 2020, 1.18 billion people globally regularly smoked tobacco, causing 7.0 million deaths, about one in seven of all deaths that year.

    “Globally, 1.18 (95% CI: 0.94 to 1.47) billion people in 2020 regularly smoked some form of tobacco, causing 7.0 (95% CI: 2.0 to 11.2) million deaths, or about one in seven of all deaths that occurred that year.4”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [4] Reitsma, 2021, Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis from the global burden of disease study 2019, The Lancet source

      The Abstract Findings report 1.14 billion current smokers and 7.69 million smoking-attributable deaths in 2019, not the claimed 1.18 billion and 7.0 million in 2020. The Results report that smoking accounted for 13.6% of all deaths in 2019, supporting the approximate ‘one in seven’ share, but not its attribution to 2020. Page numbers were not supplied in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingnone given

    By 2020, the fraction of deaths due to smoking had declined to 15%-19% in the USA, Canada, the UK and most of Western Europe, and even lower, to 10%-14%, in Sweden, Norway, Finland, Australia and New Zealand.

    “By 2020, the fraction of deaths due to smoking had declined to 15%-19% in the USA, Canada, the UK and most of Western Europe, and even lower, to 10%-14%, in Sweden, Norway, Finland, Australia and New Zealand.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Parts of North Africa (Egypt, Libya, Iran) and East Asia have seen some increase in male prevalence since 2000, as has Botswana.

    “Parts of North Africa (Egypt, Libya, Iran) and East Asia have seen some increase in male prevalence since 2000, as has Botswana.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    85 (42%) countries are in phase two for male prevalence, with broad representation across all regions.

    “Eighty-five (42%) countries have moved to phase two, with broad representation across all regions, indicating how pervasive the epidemic is.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In many high SDI countries, male smoking prevalence was >40% around 1970 and has more than halved over the past 50 years; declined substantially in Latin America.

    “From smoking levels in excess of 40% among men around 1970 in many high SDI countries, prevalence has more than halved over the past 50 years and has declined substantially in Latin America.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In most low- and middle-SDI countries, there has been little decline in smoking; more than half adult male population in China, Indonesia, and Pacific Island countries smoke regularly.

    “Conversely, with few exceptions, there has been little decline in smoking in most low-and middle-SDI countries, with more than half the adult male population in large populations of Asia (China, Indonesia) and Pacific Island countries smoking regularly.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    In 2020, more than half of all adult men in parts of the Indo-Pacific region (Micronesia, Kiribati, Timor-Leste, Indonesia, Papua New Guinea, Solomon Islands) were smokers, as was the case for Armenia, Mongolia, Jordan (54%-56%) and China (52%).

    “In 2020, more than half of all adult men in parts of the Indo-Pacific region (Micronesia, Kiribati, Timor-Leste, Indonesia, Papua New Guinea, Solomon Islands) were smokers, as was the case for Armenia, Mongolia, Jordan (54%-56%) and China (52%).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    33 countries (16% of total) have transitioned to phase four for female prevalence with <20% prevalence, including the USA, UK, Australia, Canada, New Zealand, Japan, and all of Scandinavia except Denmark.

    “Only 33 countries (16% of total) have transitioned to phase four with comparatively low (<20%) prevalence, including the USA, the UK, Australia, Canada, New Zealand, Japan and all of Scandinavia, except Denmark.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    By 2000, smoking rates in the USA and several other OECD countries fell below 30%, and fell below 20% by 2020, except for a handful of European countries including Spain, France, Switzerland, Poland and Hungary.

    “By 2000, smoking rates in the USA and several other OECD countries fell below 30%, and fell below 20% by 2020, except for a handful of countries in Europe, including Spain, France, Switzerland, Poland and Hungary.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    40% of countries, half of them in sub-Saharan Africa, are still in the incipient stage of the female tobacco epidemic, with very low prevalence.

    “Female prevalence data suggest that 40% of countries, half of them in sub-Saharan Africa, are still in the incipient stage of the epidemic, with very low prevalence.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    By far the largest declines in consumption have occurred in the high SDI group, falling by about 50%, compared with 25%-30% in other SDI groups.

    “By far the largest declines in consumption have occurred in the high SDI group, falling by about 50%, compared with 25%-30% in other SDI groups.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In 1990, smoking attributable mortality among women aged 30+ was 15-20% in the USA, Canada, and Ireland, and 10-15% in Australia.

    “Smoking also claimed 15%-20% of deaths among women at these ages in the USA, Canada and Ireland, and 10%-15% in Australia, where the impact of smoking control measures was already apparent.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Female prevalence has not changed significantly since 2000 in most countries, or declined by less than 10 percentage points.

    “female prevalence has not changed significantly since 2000 in most countries, or declined by less than 10 percentage points.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    In high SDI countries, female smoking rates never reached male levels, typically lagging by 2-3 decades.

    “Smoking rates among women in the more high SDI countries never attained the levels of men, typically lagging male smoking by two to three decades.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In 2020, female smoking prevalence was highest (34%-40%) in Pacific Island countries (Nauru, Micronesia, Kiribati), but less than 2%-3% for women in several countries in Africa, as well as Tajikistan and Sri Lanka.

    “Female prevalence was highest (34%-40%) in Pacific Island countries (Nauru, Micronesia, Kiribati), but less than 2%-3% for women in several countries in Africa, as well as Tajikistan and Sri Lanka”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    All 17 initial phase male countries are low or low-middle SDI, including 10 in sub-Saharan Africa and 6 Caribbean countries (Haiti, Dominican Republic).

    “All are low or low-middle SDI countries, including 10 in sub-Saharan Africa, and 6 Caribbean countries, including Haiti and the Dominican Republic.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    50 countries (25%) are in phase four for male prevalence (<25%), primarily Anglo-Saxon nations, all of Scandinavia including Denmark, plus Singapore, Belgium, and the Netherlands.

    “One-quarter of countries (50) have reduced male smoking prevalence to below 25% (phase four), primarily the Anglo-Saxon nations, all of Scandinavia, including Denmark, as well as Singapore, Belgium and the Netherlands, where smoking rates had been among the highest in the world.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    By 2000, male smoking prevalence had declined substantially in many countries but remained high in Eastern Europe, Southeast Asia, China, Spain and parts of Latin America.

    “By 2000, male prevalence had already declined substantially in many countries, but remained high in Eastern Europe, Southeast Asia, China, Spain (among Western Europe) and parts of Latin America.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    Currently (around 2020), smoking causes 10-14% of female deaths in the USA, Canada, and Europe, but less than 5% in Asia and Africa.

    “Typically, smoking currently causes 10%-14% of female deaths in the USA, Canada and Europe, but remains low as a cause of deathless than 5%-throughout Asia and Africa.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In 2020, consumption among men was highest in Southeast and East Asia, rising sharply between 1970 and 1990, followed by modest declines.

    “In 2020, consumption among men was highest in Southeast and East Asia, rising sharply between 1970 and 1990, followed by modest declines.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    By 2020, smoking-attributable mortality had fallen to less than 1 in 10 deaths in Mexico and tropical Latin America, and remained low in sub-Saharan Africa.

    “had fallen to less than 1 in 10 deaths in Mexico and tropical Latin America, and remained low in sub-Saharan Africa.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Prevalence has also declined among other sociodemographic categories, less so in the high-middle sociodemographic group.

    “Prevalence has also declined among other sociodemographic categories, less so in the high-middle sociodemographic group.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    52 countries (25%) are in phase three for male prevalence, including 10 from Southeast Asia (including China) and 5 in the Pacific (including Fiji and Tonga).

    “Prevalence has started to decline in 52 countries (25%) classified into phase three, including 10 from Southeast Asia (including China), and 5 in the Pacific, including Fiji and Tonga.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Of the phase two female countries, one quarter are Pacific Island countries, another quarter include Russia and Central and Eastern European countries, and 10 are in Latin America.

    “Onequarter of these are Pacific Island countries, another quarter include Russia, and Central and Eastern European countries, and 10 countries are in Latin America.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The most noticeable change was an increase in the fraction of former smokers, most of whom were former daily smokers.

    “The most noticeable change was an increase in the fraction of former smokers, most of whom were former daily smokers.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Among 27 phase three countries for female prevalence, 17 are high-income Western European nations, plus Argentina, Chile, and Uruguay, and 8 are from Central/Eastern Europe.

    “Among 27 phase three countries, 17 are high-income Western European nations, as well as Argentina, Chile and Uruguay, and 8 countries from Central/Eastern Europe.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Female consumption is highest in the high SDI group, being about twice the level in other SDI categories, although consumption levels have fallen by about 60% since 1970.

    “Female consumption is highest in the high SDI group, being about twice the level in other SDI categories, although consumption levels have fallen by about 60% since 1970.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There has been little change over the past few decades in the number of cigarette-equivalents smoked per smoker per day, except for the high SDI category and the modest but steady increase in consumption in the high-middle SDI group.

    “There has been little change over the past few decades in the number of cigarette-equivalents smoked per smoker per day, except for the high SDI category-although this decline appears to have stalled during the past 5 years-and the modest but steady increase in consumption in the high-middle SDI group”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Among women, youth smoking prevalence declined by more than 10 percentage points in the majority of high SDI countries, but by less than 10 percentage points in Japan and Eastern and Central European countries.

    “Among women, youth smoking prevalence also declined by more than 10 percentage points in the majority of high SDI countries, but by less than 10 percentage points in Japan and Eastern and Central European countries.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    By 2020, male smoking prevalence fell further, particularly in Latin America and India, with levels below 30%.

    “Prevalence fell further by 2020, particularly in Latin America and India, with levels below 30%.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Among women, smoking prevalence in the high SDI group has fallen by about 50% since 1970, with little change evident for all other SDI categories.

    “Among women, smoking prevalence in the high SDI group has fallen by about 50% since 1970, with little change evident for all other SDI categories.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    France and Portugal are the only high-income countries in phase two for female prevalence; six phase two countries are from sub-Saharan Africa.

    “Interestingly, France and Portugal, alone among high-income countries, are at phase two, and six phase two countries are from sub-Saharan Africa.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In phase two for male prevalence, there are 13 Pacific Island countries/territories, 17 sub-Saharan African, 15 Central/Eastern European, 10 Latin American, 16 Middle East/North African, plus Indonesia and Timor-Leste (with the highest smoking rates in the world), and a handful of high-income countries including Austria, Portugal, Cyprus, and Chile.

    “Thirteen Pacific Island countries or territories, 17 in sub-Saharan Africa, 15 from Central/Eastern Europe, 10 from Latin America and 16 from the Middle East/North African region have been classified phase two, as well as Indonesia and Timor-Leste, with the highest smoking rates in the world, and a handful of high-income countries, including Austria, Portugal, Cyprus and Chile.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    12 phase three male countries are from Central/Eastern Europe (Russia, Hungary, Poland) and 2 from Latin America (Mexico, Cuba).

    “Another 12 are from Central/Eastern Europe, including Russia, Hungary and Poland, and 2 (Mexico and Cuba) from Latin America.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Male consumption is highest in the high-middle SDI group, being about twice as high as for other SDI categories.

    “male consumption is highest in the high-middle SDI group, being about twice as high as for other SDI categories.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    31% (64 countries) have moved into phase two for female prevalence, with rising prevalence and little evidence of decline.

    “Another 31% (64 countries) have moved into phase two, with rising prevalence and little evidence of decline.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Cigarette smoking is estimated to have caused over 100 million deaths last century and will cause over 1 billion deaths this century unless more effective measures are taken to end the tobacco epidemic.

    “cigarette smoking is estimated to have caused over 100 million deaths last century and will cause over 1 billion deaths this century unless more effective measures are taken to end the tobacco epidemic.19”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Peto R , Lopez AD . Future worldwide health effects of current smoking patterns. Jossey-Bass, 2001. Available: https://espace.library.uq.edu.au/view/UQ:114032 [Accessed 29 Sep 2021].

      Not checked in the free run.

    • The authors state this as an assumption: The addiction will eventually kill half of all smokers.
  • May combine two claims.

    Interpretationown data

    While global smoking prevalence has fallen, smoking is still common and causes a significant health burden worldwide.

    “While global smoking prevalence has fallen, smoking is still common and causes a significant health burden worldwide.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Study design and conductreasoning

    All non-reference case definitions were mapped to reference case definitions to ensure data comparability and avoid compositional bias.

    “we mapped all non-reference case definitions to our reference case definitions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    The study's findings should be interpreted considering limitations primarily related to data quality and availability.

    “Our findings should be interpreted taking into consideration the study's limitations, primarily related to data quality and availability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Smoking is likely to remain a leading cause of preventable death throughout this century unless smoking cessation efforts can significantly and rapidly reduce the number of smokers, particularly in Asia.

    “Smoking is likely to remain a leading cause of preventable death throughout this century unless smoking cessation efforts can significantly and rapidly reduce the number of smokers, particularly in Asia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Declines are much less evident in the high-middle sociodemographic category, possibly due to compositional issues with China dominating this category.

    “This is much less evident among the next sociodemographic category (high-middle), although this may well reflect compositional issues since the experience of China would dominate this category, at least in more recent years.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Uncertainty intervals around final estimates were constructed using the 25th and 975th draws from 1000 posterior draws.

    “We produced 1000 draws from the posterior distribution of ST-GPR and used the 25th and the 975th draws to construct uncertainty intervals around the final estimates.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Predictions of 1 billion deaths from smoking this century unless there is urgent and substantial progress with cessation strategies.

    “Predictions of 1 billion deaths from smoking this century unless there is urgent and substantial progress with cessation strategies 19 highlight the enormous toll of avoidable mortality that smoking will cause, in the absence of effective national policy responses, especially in high prevalence countries.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Peto R , Lopez AD . Future worldwide health effects of current smoking patterns. Jossey-Bass, 2001. Available: https://espace.library.uq.edu.au/view/UQ:114032 [Accessed 29 Sep 2021].

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Systematic data quality checks were performed to identify and exclude implausible or inconsistent data.

    “systematic data quality checks were performed to identify and exclude implausible or inconsistent data.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    In Australia, the impact of smoking control measures was already apparent by 1990.

    “Smoking also claimed 15%-20% of deaths among women at these ages in the USA, Canada and Ireland, and 10%-15% in Australia, where the impact of smoking control measures was already apparent.”
    Quote in the paperNot a substantial claim
49 of 49
  • The authors state this as an assumption.

    The addiction will eventually kill half of all smokers.

    “assuming that the addiction will eventually kill half of all smokers”
1 of 1

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

  • Female phase-three country breakdown totals 28, not 27

    Minor

    The listed groups comprise 17 Western European countries, Argentina, Chile and Uruguay (three countries), and 8 Central/Eastern European countries. That totals 28, although the stated phase-three total is 27.

    Reported 27 · recomputed 28

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. United States Public Health Service Office of the Surgeon General, National Center for Chronic Disease Prevention and Health Promotion (US) Office on Smoking and Health . Smoking Cessation: A Report of the Surgeon General. Washington (DC) : US Department of Health and Human Services 2020. Available: http://www.ncbi.nlm.nih.gov/books/NBK555591/ [Accessed 13 Dec 2021].

Cited by

Sorted by citations

Authors
Dai, X., Gakidou, E., & Lopez, A. D.
Affiliations
University of Washington (US)
Venue
Tobacco Control
Publisher
BMJ
Published
2022-03
Volume
31
Issue
2
Pages
129-137
ISSN
  • 0964-4563 (ISSN-L)
  • 1468-3318
OpenAlex
W4214882427
Cited by
535
References
28
Citations by year
2026: 107 · 2025: 177 · 2024: 153 · 2023: 75 · 2022: 23
FWCI
66.60
Type
journal article
Language
en
Open access
Locations
  • Tobacco Control (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • Bloomberg Philanthropies
  • Bill and Melinda Gates Foundation
Topics
  • Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
  • Health Sciences › Medicine › Oncology › Global Cancer Incidence and Screening
  • Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Global Public Health Policies and Epidemiology
Keywords
smoking prevalence, smoking-related mortality, population attributable fraction, pack-years, smoking cessation, sex differences in smoking, low- and middle-income countries, tobacco control, global burden of disease, Latin America
MeSH terms
Global Burden of Disease, Adult, Female, Humans, Male, Smoking, Global Health, Prevalence, Policy

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-29.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-29.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review