聚类分析在战略管理研究中的应用:一项分析与批评

THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE

STRATEGIC MANAGEMENT JOURNAL · 1996
被引 2381 · 同刊同年前 7%
人大 AFT50UTD24ABS 4*

中文导读

回顾了聚类分析在战略管理研究中的应用历史,分析了45项已发表研究,发现其应用常不理想,可能削弱知识生成能力,并提出了改进建议。

Abstract

Cluster analysis is a statistical technique that sorts observations into similar sets or groups. The use of cluster analysis presents a complex challenge because it requires several methodological choices that determine the quality of a cluster solution. This paper chronicles the application of cluster analysis in strategic management research, where the technique has been used since the late 1970s to investigate issues of central importance. Analysis of 45 published strategy studies reveals that the implementation of cluster analysis has been often less than ideal, perhaps detracting from the ability of studies to generate knowledge. Given these findings, suggestions are offered for improving the application of cluster analysis in future inquiry.

战略管理聚类分析研究方法统计分析