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西班牙按性别和年龄划分的吸烟流行率预测:贝叶斯方法。

Sex and Age Specific Projections of Smoking Prevalence in Spain: A Bayesian Approach.

机构信息

Group of Evaluation of Health Determinants and Health Policies, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain.

Tobacco Control Unit, Cancer Prevention and Control Programme, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Spain.

出版信息

Nicotine Tob Res. 2018 May 3;20(6):725-730. doi: 10.1093/ntr/ntx120.

Abstract

OBJECTIVES

To project future smoking prevalence rates in Spain by sex and age groups using Bayesian methods and to estimate the probability of a 30% relative reduction between 2010 and 2025.

METHODS

We used the data from the Spanish National Health Surveys (2003, 2006, and 2011) to obtain information about current and former smoking. We reconstructed annual smoking rates from 1989 through 2011 by sex and 5-year age groups. The prevalence were projected for the period 2012-2025 using a Bayesian logistic binomial model and estimated the probability to achieve the 30% relative reduction endorsed by the WHO. We calculated the 95% credible interval (CrI) of the posterior distribution, which includes a 95% of the distribution of potential smoking prevalences.

RESULTS

In men, the projections show a decline for crude (-2.64% annually, 95% CrI: -3.32; -1.97) and adjusted (-2.50%, 95% CrI:-3.14; -1.87) prevalence. In women, the projections show a decline for crude prevalence (-0.36%, 95% CrI: -1.02; -0.30)) and the age-adjusted prevalence (-1.02%, 95% CrI: -1.61, -0.47). By age groups, the decline is greater among women aged 15-39 years (-3.92%, 95% CrI: -4.92; -2.96)) while for women aged 40-64 years an increase (1.84%, 95% CrI: 1.06; 2.58) is expected. In men, the probability to achieve the WHO target is 0.728 and in women is less than 0.001. The age group 15-39 shows the highest probability to achieve the target.

CONCLUSIONS

The results suggest smoking prevalence will decrease during 2012-2025 in all age groups for both sexes except for women aged 40-64. We found that the WHO target of a 30% reduction in prevalence is likely to be achieved overall and in the 15-39 years age groups for both sexes, but not achieved for older women and it is uncertain whether it will be achieved for older men. These results highlight the need to strengthen public health interventions that focus on reducing tobacco use in adult women aged 40-64 years old.

IMPLICATIONS

We project a decrease in smoking prevalence in during 2012-2025 except for women aged 40-64. The WHO Target of a 30% relative reduction could be achieved in the population aged 15-39; but not in women and the results are inconclusive in men. These results highlight the need to strengthen public health interventions that focus on reducing tobacco use in adult women aged 40-64 years old.

摘要

目的

使用贝叶斯方法预测西班牙未来按性别和年龄组划分的吸烟流行率,并估计 2010 年至 2025 年相对减少 30%的概率。

方法

我们使用西班牙国家健康调查(2003、2006 和 2011 年)的数据,获取当前和以前吸烟的信息。我们通过性别和 5 岁年龄组重建了 1989 年至 2011 年的年度吸烟率。使用贝叶斯逻辑二项式模型预测 2012-2025 年的流行率,并估计实现世界卫生组织(WHO)支持的 30%相对减少的概率。我们计算了后验分布的 95%可信区间(CrI),该区间包含潜在吸烟流行率的 95%分布。

结果

在男性中,预测显示粗患病率(-2.64%,95%CrI:-3.32;-1.97)和调整后患病率(-2.50%,95%CrI:-3.14;-1.87)下降。在女性中,预测显示粗患病率(-0.36%,95%CrI:-1.02;-0.30)和年龄调整后患病率(-1.02%,95%CrI:-1.61;-0.47)下降。按年龄组划分,15-39 岁女性的下降幅度更大(-3.92%,95%CrI:-4.92;-2.96),而 40-64 岁女性的预期增长(1.84%,95%CrI:1.06;2.58)。在男性中,实现世卫组织目标的概率为 0.728,而女性的概率小于 0.001。15-39 岁年龄组实现目标的可能性最高。

结论

研究结果表明,2012-2025 年期间,除 40-64 岁女性外,所有年龄组的男女吸烟流行率都将下降。我们发现,总体上以及男性和女性 15-39 岁年龄组中,30%的流行率下降目标很可能实现,但在 40-64 岁的老年女性中无法实现,对于老年男性是否能够实现这一目标尚不确定。这些结果突出表明,需要加强公共卫生干预措施,重点减少 40-64 岁成年女性的烟草使用。

影响

我们预测,2012-2025 年期间,除 40-64 岁女性外,吸烟流行率将下降。在 15-39 岁人群中,实现世卫组织 30%相对减少的目标是可能的;但在女性和男性中,结果尚无定论。这些结果突出表明,需要加强公共卫生干预措施,重点减少 40-64 岁成年女性的烟草使用。

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