期刊
JOURNAL OF OPERATIONS MANAGEMENT
卷 24, 期 1, 页码 53-62出版社
WILEY
DOI: 10.1016/j.jom.2005.03.001
关键词
missing data; empirical research; measurement and methodology
The treatment of missing data has been overlooked by the OM literature, while other fields such as marketing, organizational behavior, economics, statistics and psychometrics have paid more attention to the issue. A review of 103 survey-based articles published in the Journal of Operations Management between 1993 and 2001 shows that listwise deletion, which is often the least accurate technique of dealing with missing data, is heavily utilized by OM researchers. The paper also discusses the research implications of missing data, types of missing data and concludes with recommendations on which techniques should be used under different circumstances in order to improve the treatment of missing data in OM survey research. (c) 2005 Elsevier B.V. All rights reserved.
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