Controlling for endogeneity with instrumental variables in strategic management research
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Abstract
This article offers a framework to understand how endogeneity arises and how to control for it with instrumental variables to estimate causal relations with observational data. It builds on the state-of-the-art research in applied and theoretical econometrics to highlight the importance of endogeneity and review the methods that can be used to address it with instrumental variables.The article also discusses when the Heckman two-step procedure can be used, as well as the tests, methods and assumptions that researchers should check when using instrumental variables.To ease implementation of the instrumental variables techniques, the author offers the STATA commands of the exposed tests and methods. Further, an…
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1,108
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1Topics & keywords
Topics
Keywords
- Endogeneity
- Instrumental variable
- Econometrics
- Control (management)
- Observational study
- Control variable
- Empirical research
- Variables
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