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| Author: | Aguinis, H. |
| Title: | Statistical power problems with moderated multiple regression in management research |
| Journal: | Journal of Management
1995 : VOL. 21:6, p. 1141-1158 |
| Index terms: | MANAGEMENT RESEARCH POWER |
| Language: | eng |
| Abstract: | Due to the increasing importance of moderating (i.e., interaction) effects, the use of moderated multiple regression (MMR) has become pervaisive in numerous management specialities such as organizational behavior, human resources management, and strategy, to name a few. The present article (1) briefly describes MMR, (2) reviews factors that affect the statistical power of hypothesis tests conducted using this technique, (3) proposes solutions to low power situations, and (4) discusses areas and problems related to MMR that are in need of further investigation. |
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