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混合治愈模型与双重删失模型在伊朗水烟吸食起始年龄和流行率估计中的应用:基于人群研究的新方法

Application of Mixture Cure with the Doubly Censoring Model in Estimation of Initiation Age and Prevalence of Water-Pipe Smoking in Iran: a New Approach in Population-Based Studies.

作者信息

Teimourpour Amir, Yaseri Mehdi, Parsaeian Mahbubeh, Bagherpour Kalo Mehrdad, Hosseini Mostafa

机构信息

Department of Epidemiology and Biostatistics, School of Public health, Tehran University of Medical Sciences, Tehran, Iran.

出版信息

Tanaffos. 2020 Jul;19(3):243-249.

Abstract

BACKGROUND

The initiation age and prevalence of smoking water-pipe are two important parameters for establishing preventive policies. Thus, the present study was conducted to introduce a new approach for estimating and evaluating the effect of demographic variables on the initiation age and prevalence of smoking water-pipe.

MATERIALS AND METHODS

The STEPwise approach for non-communicable disease risk factors surveillance (STEPS) 2011 data were used and daily smokers and non-smokers with the age range of 16 to 70 years were included in the study. A survival mixture cure rate model with doubly censoring was used.

RESULTS

Totally, 9764 individuals were enrolled in the study. No significant association was observed between the initiation age and gender (HR=1.07, 95% CI: 0.76, 1.58), whereas there was a significant difference between initiation age and area of residence (HR=0.62, 95% CI: 0.44, 0.88). The mean age of starting smoking was 25.82 years (95% CI: 24.13, 27.63). The odds of smoking in men were higher than in women (OR=2.34, 95% CI: 1.79, 3.7). The prevalence of smoking had a significant association with socioeconomic status (OR=0.84, 95% CI: 0.72, 0.97), but no association with the level of education (OR=1.06, 95% CI: 0.97, 1.15) and place of residence (OR=1.2, 95% CI: 0.93, 1.57) was found. The estimated prevalence of smoking water-pipe in total, men, and women was 4.8% (95% CI: 4.19%, 5.51%), 7.77% (95% CI: 6.76%, 8.86%), and 3.47% (95% CI: 2.8%, 4.25%).

CONCLUSION

A new statistical methodology was applied to estimate and evaluate the effect of demographic variables on the initiation age and prevalence of water-pipe smoking.

摘要

背景

水烟吸食的起始年龄和流行率是制定预防政策的两个重要参数。因此,本研究旨在引入一种新方法,用于估计和评估人口统计学变量对水烟吸食起始年龄和流行率的影响。

材料与方法

使用了2011年非传染性疾病危险因素监测的逐步方法(STEPS)数据,研究纳入了年龄在16至70岁之间的每日吸烟者和非吸烟者。采用了具有双重截尾的生存混合治愈率模型。

结果

共有9764人参与本研究。起始年龄与性别之间未观察到显著关联(风险比=1.07,95%置信区间:0.76,1.58),而起始年龄与居住地区之间存在显著差异(风险比=0.62,95%置信区间:0.44,0.88)。开始吸烟的平均年龄为25.82岁(95%置信区间:24.13,27.63)。男性吸烟的几率高于女性(比值比=2.34,95%置信区间:1.79,3.7)。吸烟流行率与社会经济地位存在显著关联(比值比=0.84,95%置信区间:0.72,0.97),但与教育水平(比值比=1.06,95%置信区间:0.97,1.15)和居住地点(比值比=1.2,95%置信区间:0.93,1.57)未发现关联。水烟吸食的总体估计流行率、男性和女性分别为4.8%(95%置信区间:4.19%,5.51%)、7.77%(95%置信区间:6.76%,8.86%)和3.47%(95%置信区间:2.8%,4.25%)。

结论

应用了一种新的统计方法来估计和评估人口统计学变量对水烟吸食起始年龄和流行率的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4ec/8008403/af421f6c2457/Tanaffos-19-243-g001.jpg

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