组织研究中一致性研究使用剖面相似性指数的问题

PROBLEMS WITH THE USE OF PROFILE SIMILARITY INDICES IN THE STUDY OF CONGRUENCE IN ORGANIZATIONAL RESEARCH

PERSONNEL PSYCHOLOGY · 1993
被引 370
人大 AABS 4*

中文导读

指出剖面相似性指数在组织研究中的概念模糊、信息丢失等问题,并提出用多项式回归分析替代,以更准确地检验一致性假设。

Abstract

Profile similarity indices (PSIs) have become widely used in studies of congruence (i.e., fit, matching, similarity, agreement) in organizational research. PSIs combine two sets of measures, or profiles, from corresponding entities (e.g., the person and organization, supervisor and subordinate, organization and environment) into a single score intended to represent their overall congruence. Unfortunately, PSIs are conceptually ambiguous, discard information essential to testing congruence hypotheses, conceal the source of the difference between entities, and impose a highly restrictive set of constraints on the coefficients relating the measures comprising the PSI to the outcome. This article shows how polynomial regression analysis may be used to avoid problems with PSIs while capturing the underlying relationships PSIs are intended to represent. Limitations and extensions to the procedure are discussed.

组织研究研究方法统计学心理学管理学