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Smoking Trajectories among Koreans in Seoul and California: Exemplifying a Common Error in Age Parameterization

机译:在首尔和加利福尼亚州的韩国人中的吸烟轨迹:举例说明年龄参数化的常见错误

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Immigration to a nation with a stronger anti-smoking environment has been hypothesized to make smoking less common. However, little is known about how environments influence risk of smoking across the lifecourse. Research suggested a linear decline in smoking over the lifecourse but these associations, in fact, might not be linear. This study assessed the possible nonlinear associations between age and smoking and examined how these associations differed by environment through comparing Koreans in Seoul, South Korea and Korean Americans in California, United States. Data were drawn from population based telephone surveys of Korean adults in Seoul (N=500) and California (N=2,830) from 2001-2002. Locally weighted scatterplot smoothing (lowess) was used to approximate the association between age and smoking with multivariable spline logistic regressions, including adjustment for confounds used to draw population inferences. Smoking differed across the lifecourse between Korean and Korean American men. The association between age and smoking peaked around 35 years among Korean and Korean American men. From 18 to 35 the probability of smoking was 57% higher (95%CI, 40 to 71) among Korean men versus 8% (95%CI, 3 to 19) higher among Korean American men. A similar difference in age after 35, from 40 to 57 years of age, was associated with a 2% (95%CI, 0 to 10) and 20% (95%CI, 16 to 25) lower probability of smoking among Korean and Korean American men. A nonlinear pattern was also observed among Korean American women. Social role transitions provide plausible explanations for the decline in smoking after 35. Investigators should be mindful of nonlinearities in age when attempting to understand tobacco use.
机译:将禁止禁烟环境暴跌的移民,已经假设吸烟不太常见。然而,众所周知,环境如何影响在生活中吸烟的风险。研究表明,在LifeCourse上吸烟的线性下降,但这些关联,实际上可能不是线性的。该研究评估了年龄和吸烟之间可能的非线性关联,并通过比较美国加利福尼亚州的首尔,韩国和韩国美国人的韩国人来研究环境如何受到环境所不同的。从2001 - 2002年从首尔(n = 500)和加利福尼亚州的韩国成人的人口电话调查中汲取数据。局部加权散点图平滑(Lowess)用于近似年龄与吸烟与多变量的花键逻辑回归的关联,包括用于吸引人口推论的混淆的调整。吸烟在韩国和韩国人之间的生活中有所不同。年龄和吸烟之间的关联在韩国和朝鲜裔美国人之间达到了35年的达到了明显。从18〜35到韩国人的韩国男性的吸烟概率为57%(95%CI,40〜71),韩国人男性中的8%(95%CI,3至19)。从40至57岁以后的年龄的相似差异与2%(95%CI,0至10)和20%(95%CI,16至25℃)相关联,韩国人的吸烟可能性降低韩国人。在韩国女性中也观察到非线性模式。社会角色过渡在35岁以下的吸烟下降方面提供了合理的解释。在试图了解烟草使用时,调查人员应该注意非线性。

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