Omitted variable bias: Examining management research with the impact threshold of a confounding variable (ITCV)

JR Busenbark, H Yoon, DL Gamache… - Journal of …, 2022 - journals.sagepub.com
Management research increasingly recognizes omitted variables as a primary source of
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 …

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 …

On the causality and plausibility of treatment effects in operations management research

S Mithas, Y Chen, Y Lin… - Production and …, 2022 - journals.sagepub.com
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 …

Addressing endogeneity in operations management research: Recent developments, common problems, and directions for future research

G Lu, XD Ding, DX Peng, HHC Chuang - Journal of Operations …, 2018 - Elsevier
Addressing endogeneity can be a challenging task given the different sources of
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

AD Hill, SG Johnson, LM Greco… - Journal of …, 2021 - journals.sagepub.com
An expanding number of methodological resources, reviews, and commentaries both
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 …

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 …

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 …

Endogeneity bias in marketing research: Problem, causes and remedies

G Zaefarian, V Kadile, SC Henneberg… - Industrial Marketing …, 2017 - Elsevier
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 …