Department of Global Health Policy, Graduate School of Medicine, University of Tokyo, Tokyo, Japan.
School of Mathematical and Physical Sciences, University of Newcastle, Newcastle, NSW, Australia.
Lancet. 2015 Mar 14;385(9972):966-76. doi: 10.1016/S0140-6736(15)60264-1.
Countries have agreed on reduction targets for tobacco smoking stipulated in the WHO global monitoring framework, for achievement by 2025. In an analysis of data for tobacco smoking prevalence from nationally representative survey data, we aimed to provide comprehensive estimates of recent trends in tobacco smoking, projections for future tobacco smoking, and country-level estimates of probabilities of achieving tobacco smoking targets.
We used a Bayesian hierarchical meta-regression modelling approach using data from the WHO Comprehensive Information Systems for Tobacco Control to assess trends from 1990 to 2010 and made projections up to 2025 for current tobacco smoking, daily tobacco smoking, current cigarette smoking, and daily cigarette smoking for 173 countries for men and 178 countries for women. Modelling was implemented in Python with DisMod-MR and PyMC. We estimated trends in country-specific prevalence of tobacco use, projections for future tobacco use, and probabilities for decreased tobacco use, increased tobacco use, and achievement of targets for tobacco control from posterior distributions.
During the most recent decade (2000-10), the prevalence of tobacco smoking in men fell in 125 (72%) countries, and in women fell in 156 (88%) countries. If these trends continue, only 37 (21%) countries are on track to achieve their targets for men and 88 (49%) are on track for women, and there would be an estimated 1·1 billion current tobacco smokers (95% credible interval 700 million to 1·6 billion) in 2025. Rapid increases are predicted in Africa for men and in the eastern Mediterranean for both men and women, suggesting the need for enhanced measures for tobacco control in these regions.
Our findings show that striking between-country disparities in tobacco use would persist in 2025, with many countries not on track to achieve tobacco control targets and several low-income and middle-income countries at risk of worsening tobacco epidemics if these trends remain unchanged. Immediate, effective, and sustained action is necessary to attain and maintain desirable trajectories for tobacco control and achieve global convergence towards elimination of tobacco use.
Ministry of Health, Labour and Welfare, Japan; Ministry of Education, Culture, Sports and Technology, Japan; Department of Health, Australia; Bloomberg Philanthropies.
各国已就世卫组织全球监测框架中规定的烟草使用减少目标达成一致,目标是在 2025 年实现。在对来自具有代表性的全国性调查数据的烟草使用流行率进行分析后,我们旨在提供烟草使用近期趋势的综合估计、对未来烟草使用的预测以及各国实现烟草使用目标概率的估计。
我们使用贝叶斯分层荟萃回归模型方法,利用世卫组织烟草控制综合信息系统的数据,评估了 1990 年至 2010 年的趋势,并对 173 个国家的男性和 178 个国家的女性的当前烟草使用、每日烟草使用、当前吸烟和每日吸烟进行了 2025 年的预测。模型在 Python 中通过 DisMod-MR 和 PyMC 实施。我们从后验分布中估计了国家特定烟草使用流行率的趋势、未来烟草使用的预测以及减少、增加烟草使用和实现烟草控制目标的概率。
在最近的十年(2000-10 年),男性烟草使用率在 125 个(72%)国家下降,女性在 156 个(88%)国家下降。如果这些趋势持续下去,只有 37 个(21%)国家有望实现男性目标,88 个(49%)国家有望实现女性目标,到 2025 年,预计将有 11 亿(7 亿至 16 亿)当前吸烟者。预计非洲男性和东地中海地区男女的烟草使用将迅速增加,这表明需要在这些地区加强烟草控制措施。
我们的研究结果表明,到 2025 年,烟草使用方面的国家间显著差异仍将持续存在,许多国家无法实现烟草控制目标,一些低收入和中等收入国家如果这些趋势保持不变,可能面临烟草流行恶化的风险。为了实现和维持烟草控制的理想轨迹,并实现全球消除烟草使用的目标,需要立即采取有效和持续的行动。
日本厚生劳动省;日本文部科学省;澳大利亚卫生部;彭博慈善基金会。