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Gender analysis on drivers of cigarette consumption in Kenya: two-part model approach

机译:肯尼亚卷烟消费驱动因素的性别分析:两部分模型方法

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Background: Objectively, this study conducted a gender demographic and psychosocial analysis on drivers of cigarette consumption in Kenya. Methods: The study heavily relied on data from Kenya Global Adult Tobacco Survey 2014. The data was analyzed using the probit regression and OLS technique to determine the relationship between the predictor and response variables. The results were tested against the stated hypothesis at 1% and 5% level of significance. Results: The study revealed that smoking policy at indoor workplaces had a significant (ρ and reducing (β=-0.3723) effect on the male smoking participation as compared to female smoking participation. However, opinion about increase in cigarette tax had a significant effect on the probability of both male (ρ=0.000) and female (ρ=0.000) smoking participation. The average consumption weighted price per pack, negatively (β=-0.2046) and significantly (ρ affected the probability of female smoking participation while it positively (β=0.1248) and significantly (ρ affected the male smoking intensity. The study found that drivers such as age (β=0.2360, ρ , years spent in education (β=0.0527, ρ , presence and number of children (β=-0.4543, ρ and household size (β=0.3284, ρ had significant influence on the general (male and female) smoking intensity. Male's opinion on cigarette tax adjustment had a significant (ρ and reducing (β=-0.2973) effect on their smoking intensity. Conclusions: Thus, strengthening the adherence of smoking policy not only in indoor workplaces but also in open spaces and public utilities will help to reduce both smoking participation and smoking intensity among males and females. Cigarette tax adjustments have been proven to be the most effective way of reducing tobacco use among males and females. This is mainly achieved through price increase of cigarettes and thus resulting in reduction in Tobacco use among men and women.
机译:背景:客观上,这项研究对肯尼亚的卷烟消费驱动因素进行了性别人口统计学和社会心理分析。方法:该研究严重依赖于2014年肯尼亚全球成人烟草调查的数据。使用概率回归和OLS技术对数据进行分析,以确定预测变量与响应变量之间的关系。针对陈述的假设以1%和5%的显着性水平测试了结果。结果:研究表明,室内工作场所的吸烟政策与男性吸烟相比,对男性吸烟参与有显着(ρ和减少(β= -0.3723)影响,但是,关于增加香烟税的意见对女性吸烟有显着影响。男性(ρ= 0.000)和女性(ρ= 0.000)吸烟的概率。每包平均消费加权价格分别为负(β= -0.2046)和显着(ρ影响女性吸烟的概率,而正数( β= 0.1248)并显着(ρ影响男性吸烟强度。研究发现,年龄(β= 0.2360,ρ,受教育年限(β= 0.0527,ρ,孩子的存在和数量)等驱动因素(β= -0.4543 ,ρ和家庭人数(β= 0.3284,ρ对一般(男性和女性)吸烟强度有显着影响。男性对香烟税调整的看法对吸烟强度有显着(ρ和减少(β= -0.2973))影响。结论:因此,不仅在室内工作场所,而且在露天场所和公共事业中遵守吸烟政策,将有助于减少男性的吸烟参与和吸烟强度。事实证明,调整香烟税是减少男性和女性吸烟的最有效方法。这主要是通过提高卷烟价格来实现的,从而减少了男女吸烟。

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