解释效应估计中与时间相关的趋势

Sander Greenland
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引用次数: 17

摘要

本文综述了有效的视时趋势的来源。效应的明显变化可能源于协变量分布、背景率、暴露分布、测量质量或选择因素的变化。与速率的时间趋势一样,有效的时间趋势必须至少有这些来源中的一个,因为时间本身没有影响。但是,如果背景发病率发生变化,则实际的时间趋势取决于效应测量的选择,解释必须考虑到这一点。一种趋势源于年龄、群体或时期相关现象的证据可以表明对该趋势的不同解释的相对合理性。相反,每种解释的相对合理性可能表明,趋势是否最恰当地以年龄、出生队列或日历时间为轴来观察。然而,相对于明显趋势的短期研究(如大多数病例对照研究)必须援引强有力的假设来证明关注特定轴是合理的。从电子胎儿监测和吸烟与肺癌的研究中给出了例证。
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Interpreting time-related trends in effect estimates

This paper reviews the sources of apparent time trends in effect. Apparent changes in effect may arise from changes in covariate distributions, background rates, exposure distribution, measurement quality, or selection factors. As with time trends in rates, time trends in effect must have at least one of these sources, since time itself has no effect. If background incidence is changing, however, time trends in effect become dependent on choice of effect measure, and interpretation must take this into account. Evidence that a trend arises from age-, cohort-, or period-related phenomena can indicate the relative plausibility of different explanations of the trend. Conversely, the relative plausibility of each explanation may indicate whether the trend is most appropriately viewed over the axis of age, birth cohort, or calendar time. Nevertheless, studies of short duration relative to an apparent trend (such as most case-control studies) must invoke strong assumptions to justify focusing on a particular axis. Illustrations are given from studies of electronic fetal monitoring and of smoking and lung cancer.

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