十个差异分数迷思

Ten Difference Score Myths

ORGANIZATIONAL RESEARCH METHODS · 2001
被引 680
人大 A-ABS 4

中文导读

回顾并澄清了关于差异分数和多项式回归的十个常见迷思,帮助研究者正确使用这些方法,避免在拟合度、相似性和一致性研究中出错。

Abstract

Difference scores have been widely used in studies of fit, similarity, and agreement. Despite their widespread use, difference scores suffer from numerous methodological problems. These problems can be mitigated or avoided with polynomial regression analysis, and this method has become increasingly prevalent during the past decade. Unfortunately, a number of potentially damaging myths have begun to spread regarding the drawbacks of difference scores and the advantages of polynomial regression. If these myths go unchecked, difference scores and the problems they create are likely to persist in studies of fit, similarity, and agreement. This article reviews 10 difference score myths and attempts to dispel these myths, focusing on studies conducted since polynomial regression was formally introduced as an alternative to difference scores.

研究方法计量经济学心理学统计学