Omitted variable bias: Examining management research with the impact threshold of a confounding variable (ITCV)
Management research increasingly recognizes omitted variables as a primary source of
endogeneity that can induce bias in empirical estimation. Methodological scholarship on the …
endogeneity that can induce bias in empirical estimation. Methodological scholarship on the …
Estimating the causal effect of measured endogenous variables: A tutorial on experimentally randomized instrumental variables
GB Sajons - The Leadership Quarterly, 2020 - Elsevier
Omitted variables create endogeneity and thus bias the estimation of the causal effect of
measured variables on outcomes. Such measured variables are ubiquitous and include …
measured variables on outcomes. Such measured variables are ubiquitous and include …
Uses and abuses of statistical control variables: Ruling out or creating alternative explanations?
M Li - Journal of Business Research, 2021 - Elsevier
Although an increasing number of articles examining statistical control variables exist, the
use of control variables receives less scrutiny than other methodological topics, and …
use of control variables receives less scrutiny than other methodological topics, and …
On the causality and plausibility of treatment effects in operations management research
Empirical research in operations management (OM) has made rapid strides in the last 30
years, and increasingly, OM researchers are leveraging methods used in the econometrics …
years, and increasingly, OM researchers are leveraging methods used in the econometrics …
Addressing endogeneity in operations management research: Recent developments, common problems, and directions for future research
Addressing endogeneity can be a challenging task given the different sources of
endogeneity and their impacts on empirical results. While premier business journals …
endogeneity and their impacts on empirical results. While premier business journals …
Endogeneity: A review and agenda for the methodology-practice divide affecting micro and macro research
An expanding number of methodological resources, reviews, and commentaries both
highlight endogeneity as a threat to causal claims in management research and note that …
highlight endogeneity as a threat to causal claims in management research and note that …
Methodological wishes for the next decade and how to make wishes come true
H Aguinis, JR Edwards - Journal of Management Studies, 2014 - Wiley Online Library
We discuss seven methodological improvements that would stimulate important
advancements in management research. We refer to these improvements as 'wishes' that we …
advancements in management research. We refer to these improvements as 'wishes' that we …
Testing for mediating variables in management research: Concerns, implications, and alternative strategies
JM Shaver - Journal of management, 2005 - journals.sagepub.com
Due to the nature of the data employed and of the concepts tested, standard tests for
mediating variables in management research can often violate an assumption on which …
mediating variables in management research can often violate an assumption on which …
The perils of endogeneity and instrumental variables in strategy research: Understanding through simulations
M Semadeni, MC Withers… - Strategic Management …, 2014 - Wiley Online Library
In this paper we use simulations to examine how endogeneity biases the results reported by
ordinary least squares (OLS) regression. In addition, we examine how instrumental variable …
ordinary least squares (OLS) regression. In addition, we examine how instrumental variable …
Endogeneity bias in marketing research: Problem, causes and remedies
Endogeneity bias represents a critical issue for the analysis of cause and effect
relationships. Although the existence of endogeneity can produce severely biased results, it …
relationships. Although the existence of endogeneity can produce severely biased results, it …