Identification and inference with many invalid instruments
We study estimation and inference in settings where the interest is in the effect of a
potentially endogenous regressor on some outcome. To address the endogeneity, we …
potentially endogenous regressor on some outcome. To address the endogeneity, we …
Multicollinearity: How common factors cause Type 1 errors in multivariate regression
A Kalnins - Strategic Management Journal, 2018 - Wiley Online Library
Research Summary: In multivariate regression analyses of correlated variables, we
sometimes observe pairs of estimated beta coefficients large in absolute magnitude and …
sometimes observe pairs of estimated beta coefficients large in absolute magnitude and …
Common method issues: An introduction to the feature topic in organizational research methods
PE Spector, MT Brannick - Organizational Research …, 2010 - journals.sagepub.com
It is widely accepted that the method of measurement can affect observations made in
scientific studies. Method variance is variance attributable to the method of measurement …
scientific studies. Method variance is variance attributable to the method of measurement …
All your data are always missing: incorporating bias due to measurement error into the potential outcomes framework
JK Edwards, SR Cole… - International journal of …, 2015 - academic.oup.com
Epidemiologists often use the potential outcomes framework to cast causal inference as a
missing data problem. Here, we demonstrate how bias due to measurement error can be …
missing data problem. Here, we demonstrate how bias due to measurement error can be …
The use and misuse of structural equation modeling in management research: A review and critique
N S. Davcik - Journal of advances in management research, 2014 - emerald.com
Purpose–The research practice in management research is dominantly based on structural
equation modeling (SEM), but almost exclusively, and often misguidedly, on covariance …
equation modeling (SEM), but almost exclusively, and often misguidedly, on covariance …
On doing relevant and rigorous experiments: Review and recommendations
Although experiments are the gold standard for establishing causality, several threats can
undermine the internal validity of experimental findings. In this article, we first discuss these …
undermine the internal validity of experimental findings. In this article, we first discuss these …
Common method variance or measurement bias? The problem and possible solutions
PE Spector, MT Brannick - The Sage handbook of organizational …, 2009 - books.google.com
The ubiquitous self-report questionnaire is perhaps the most popular method for conducting
research in organizations. Researchers using questionnaires have long been aware of …
research in organizations. Researchers using questionnaires have long been aware of …
Assessing common method bias: Problems with the ULMC technique
Recent work, in journals such as MIS Quarterly and Management Science, has highlighted
the importance of evaluating the influence of common method bias (CMB) on the results of …
the importance of evaluating the influence of common method bias (CMB) on the results of …
Method effects, measurement error, and substantive conclusions
CE Lance, B Dawson, D Birkelbach… - Organizational …, 2010 - journals.sagepub.com
Common method variance is routinely viewed as a pervasive problem in organizational
research, one that undermines good science and biases empirical conclusions. The authors …
research, one that undermines good science and biases empirical conclusions. The authors …
[引用][C] Basic methods for sensitivity analysis and external adjustment
S Greenland - 1998 - na