An Analysis of Statistical Power in Behavioral Accounting Research
- 1 January 2001
- journal article
- Published by American Accounting Association in Behavioral Research in Accounting
- Vol. 13 (1) , 63-84
- https://doi.org/10.2308/bria.2001.13.1.63
Abstract
Attention to statistical power and effect size can improve the design and the reporting of behavioral accounting research. Three accounting journals representative of current empirical behavioral accounting research are analyzed for their power (1−β), or control of Type II errors (β), and compared to research in other disciplines. Given this study's findings, additional attention should be directed to adequacy of sample sizes and study design to ensure sufficient power when Type I error is controlled at α = .05 as a baseline. We do not suggest replacing traditional significance testing, but rather augmenting it with the reporting of β to complement and interpret the relevance of a reported α in any given study. In addition, the presentation of results in alternative formats, such as those suggested in this study, will enhance the current reporting of significance tests. In turn, this will allow the reader a richer understanding of, and an increased trust in, a study's results and implications.Keywords
This publication has 25 references indexed in Scilit:
- The account taken of statistical power in research published in the British Journal of PsychologyBritish Journal of Psychology, 1997
- On the Surprising Longevity of Flogged Horses: Why There Is a Case for the Significance TestPsychological Science, 1997
- The Case Against Statistical Significance Testing, RevisitedThe Journal of Experimental Education, 1993
- A power primer.Psychological Bulletin, 1992
- Expected Effect SizesPersonality and Social Psychology Bulletin, 1982
- An Assessment of Quantitative Research in Mass CommunicationJournalism Quarterly, 1976
- A statistical power analysis of applied psychological research.Journal of Applied Psychology, 1976
- A power‐analytic examination of contemporary communication researchSpeech Monographs, 1975
- Consequences of prejudice against the null hypothesis.Psychological Bulletin, 1975
- The statistical power of abnormal-social psychological research: A review.The Journal of Abnormal and Social Psychology, 1962