Residential College | false |
Status | 已發表Published |
The Measurement and Communication of Effect Sizes in Management Research. | |
Carl F. Fey1; HU TIANYOU2; Andrew Delios3 | |
2022-02 | |
Source Publication | Management and Organization Review |
ABS Journal Level | 3 |
ISSN | 1740-8776 |
Volume | 19Issue:1Pages:176 - 197 |
Abstract | The measurement and communication of the effect size of an independent variable on a dependent variable is critical to effective statistical analysis in the Social Sciences. We develop ideas about how to extend traditional methods of evaluating relationships in multivariate models to explain and illustrate the statistical power of a focal independent variable. Even with a growing acceptance of the need to report effect sizes, scholars in the management community have few well-established protocols or guidelines for reporting effect sizes. In this editorial essay, we: (1) review the necessity of reporting effect sizes; (2) discuss commonly used measures of effect size and accepted cut-offs for large, medium, and small effect sizes; (3) recommend standards for reporting effect sizes via verbal descriptions and graphical presentations; and (4) present best practice examples of reporting and discussing effect size. In summary, we provide guidance for authors on how to report and interpret effect sizes, advocating for rigor and completeness in statistical analysis. |
Keyword | Confidence Interval Data Visualization Effect Size Statistical Analysis Statistical Reporting |
DOI | 10.1017/mor.2022.2 |
URL | View the original |
Indexed By | SSCI |
Language | 英語English |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF MANAGEMENT AND MARKETING |
Affiliation | 1.Aalto University, Finland 2.Maynooth University 3.National University of Singapore, Singapore |
Recommended Citation GB/T 7714 | Carl F. Fey,HU TIANYOU,Andrew Delios. The Measurement and Communication of Effect Sizes in Management Research.[J]. Management and Organization Review, 2022, 19(1), 176 - 197. |
APA | Carl F. Fey., HU TIANYOU., & Andrew Delios (2022). The Measurement and Communication of Effect Sizes in Management Research.. Management and Organization Review, 19(1), 176 - 197. |
MLA | Carl F. Fey,et al."The Measurement and Communication of Effect Sizes in Management Research.".Management and Organization Review 19.1(2022):176 - 197. |
Files in This Item: | Download All | |||||
File Name/Size | Publications | Version | Access | License | ||
the-measurement-and-(297KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment