4.7 Article

Is two-tailed testing for directional research hypotheses tests legitimate?

期刊

JOURNAL OF BUSINESS RESEARCH
卷 66, 期 9, 页码 1261-1266

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.jbusres.2012.02.023

关键词

Hypothesis testing; One-tailed testing; Two-tailed testing; Statistical hypothesis; Research hypothesis in existential form; Research hypothesis in non-existential form

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资金

  1. Grants-in-Aid for Scientific Research [23330140] Funding Source: KAKEN

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This paper demonstrates that there is currently a widespread misuse of two-tailed testing for directional research hypotheses tests. One probable reason for this overuse of two-tailed testing is the seemingly valid beliefs that two-tailed testing is more conservative and safer than one-tailed testing. However, the authors examine the legitimacy of this notion and find it to be flawed. A second and more fundamental cause of the current problem is the pervasive oversight in making a clear distinction between the research hypothesis and the statistical hypothesis. Based upon the explicated, sound relationship between the research and statistical hypotheses, the authors propose a new scheme of hypothesis classification to facilitate and clarify the proper use of statistical hypothesis testing in empirical research. (C) 2012 Elsevier Inc. All rights reserved.

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