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Moving to a world beyond p-value

Jae H. Kim ()
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Jae H. Kim: La Trobe University

Review of Managerial Science, 2022, vol. 16, issue 8, No 6, 2467-2493

Abstract: Abstract In light of the recent statements on the p-value criterion made by the American Statistical Association (ASA), it is now clear that that the current paradigm of statistical significance and its decision rule should be modified, in many fields of science including the business disciplines. We need a new or modified paradigm for “thoughtful, open and modest” research. This paper explains why we should adopt the ASA recommendations, and proposes a range of possible alternatives that may be included in a new paradigm for statistical research. As an application, the effect of seasonal affective disorder on stock return is re-evaluated.

Keywords: Effect size; Economic significance; Optimal significance level; Power analysis; Research Design; 62F03 (search for similar items in EconPapers)
Date: 2022
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DOI: 10.1007/s11846-021-00504-6

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