Interpreting dummy variables and their interaction effects in strategy research

被引:83
作者
Yip, Paul S. L. [1 ]
Tsang, Eric W. K.
机构
[1] Nanyang Technol Univ, Singapore, Singapore
[2] Wayne State Univ, Detroit, MI 48202 USA
关键词
base approach; dummy variable; interaction effect; partition approach;
D O I
10.1177/1476127006073512
中图分类号
F [经济];
学科分类号
02 ;
摘要
Dummy variables have been employed frequently in strategy research to capture the influence of categorical variables. However, misinterpretation of result may arise, especially when interaction effects between dummy variables and other explanatory variables are involved in a regression. We discuss two approaches of entering dummy variables into a regression and their associated interpretations. We discuss some common mistakes of interpretation and hypothesis testing found in two recently published strategy papers, and highlight the advantages of our recommended approach over the approach usually adopted by management researchers.
引用
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页码:13 / 30
页数:18
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