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[二分数据格式的基本统计量:风险、比值、对数、相对风险、比值比]

[Basic Statistical Measures for Dichotomous Data Formats: Risk, Odds, Logits, Relative Risk, Odds Ratio].

作者信息

Wirtz Markus Antonius

机构信息

Institut für Psychologie, Pädagogische Hochschule Freiburg.

出版信息

Rehabilitation (Stuttg). 2017 Aug;56(4):264-271. doi: 10.1055/s-0043-109930. Epub 2017 Aug 24.

Abstract

In rehabilitation science dichotomous data formats are frequently used to indicate or analyze patient characteristics. Although underlying information may be more fine graded, dichotomous or dichotomized data formats like 'yes vs. no', 'salient vs. not salient' or 'capable to work vs. not capable to work' are often adequate information formats for communication or decision making purposes. Definitions and properties of risk, odds and logits - typically applied in rehabilitation research - are outlined as frequency measures of occurrence. The association of two variables can be characterized by relative risk, risk reduction, logit reduction, odds ratio and ln(odds ratio). As odds ratio is independent from base rates it reflects association strength unambiguously. Hence, important correlational measures are defined as functions of odds ratio. It will be illustrated that statistical aspects as well as aspects regarding comprehensibility of the represented information are decisive to select appropriate measures and present data information appropriately.

摘要

在康复科学中,二分数据格式经常被用于指示或分析患者特征。尽管潜在信息可能更为精细分级,但诸如“是与否”“显著与不显著”或“能够工作与不能工作”等二分或二分类数据格式,对于沟通或决策目的而言往往是足够的信息格式。风险、比值和对数几率的定义及属性——通常应用于康复研究——被概述为发生的频率度量。两个变量的关联可以通过相对风险、风险降低、对数几率降低、比值比和ln(比值比)来表征。由于比值比独立于基线率,它能明确反映关联强度。因此,重要的相关性度量被定义为比值比的函数。将说明统计方面以及所呈现信息的可理解性方面对于选择合适的度量并恰当地呈现数据信息具有决定性作用。

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