scispace - formally typeset
Open AccessJournal ArticleDOI

Addressing Endogeneity Without Instrumental Variables: An Evaluation of the Gaussian Copula Approach for Management Research

Christine Eckert, +1 more
- 28 Mar 2022 - 
- Vol. 49, pp 1460-1495
TLDR
It is shown that the Gaussian Copula approach can recover the true parameters remarkably well if all of its assumptions are met but that its absolute and relative performance in terms of parameter recovery and estimation precision can deteriorate quickly if these assumptions are violated.
About
This article is published in Journal of Management.The article was published on 2022-03-28 and is currently open access. It has received 14 citations till now. The article focuses on the topics: Endogeneity & Instrumental variable.

read more

Citations
More filters
Journal ArticleDOI

The Use of Partial Least Squares Structural Equation Modeling and Complementary Methods in International Management Research

TL;DR: The use of partial least squares structural equation modeling (PLS-SEM) and complementary methods in IM research further clarify whether and how researchers using PLSSEM can address (some of) the challenges in international business and management (IM) research as mentioned in this paper .
Journal ArticleDOI

A brief review of partial least squares structural equation modeling (PLS-SEM) use in quality management studies

TL;DR: The use of PLS-SEM in quality management often only draws on limited information and analysis results as mentioned in this paper , thus, the discipline would benefit from the method's more comprehensive use by following established guidelines.
Journal ArticleDOI

The effects of the news media on a firm's voluntary product recalls

TL;DR: In this article , news media's reporting of safety defects in vehicles of 22 manufacturers from June 2009 to December 2020 in the United States was empirically analyzed and it was shown that the volume of news reports about safety in a manufacturer's products increases voluntary recalls by managers.
Journal ArticleDOI

Indirect effect of open innovation on clinical and economic value creation in digital healthcare: A comparative study of European countries

TL;DR: In this article , the authors investigated the impact of open innovation on clinical and economic value creation in digital healthcare services and found that open innovation is context-dependent and performs differently across countries.
Journal ArticleDOI

Stakeholders’ perception of accessible tourism implementation based on corporate sustainability and responsibility: a SEM-based investigation

Md. Shahzalal, +1 more
- 22 Dec 2022 - 
TL;DR: In this article , the authors investigated the relationships between stakeholders' attitudes, collaborative intervention and corporate sustainability and responsibility (CS&R) and the implementation of accessible tourism (IAT) in Bangladesh.
References
More filters
Journal ArticleDOI

An Analysis of Variance Test for Normality (Complete Samples)

S. S. Shapiro, +1 more
- 01 Dec 1965 - 
TL;DR: In this article, a new statistical procedure for testing a complete sample for normality is introduced, which is obtained by dividing the square of an appropriate linear combination of the sample order statistics by the usual symmetric estimate of variance.
Book ChapterDOI

Creating Shared Value

TL;DR: In recent years, business increasingly has been viewed as a major cause of social, environmental, and economic problems, and companies are widely perceived to be prospering at the expense of the broader community as mentioned in this paper.
Book

Introductory econometrics : a modern approach

TL;DR: This paper presents a meta-modelling framework for Multiple Regression Analysis with Qualitative Information: Binary (or Dummy) Variables and Two Stage Least Squares, and discusses Serial Correlation and Heteroskedasticity in Time Series Regressions.
ReportDOI

Dummy Endogenous Variables in a Simultaneous Equation System

James J. Heckman
- 01 Jul 1978 - 
TL;DR: In this article, the authors considered the formulation and estimation of simultaneous equation models with both discrete and continuous endogenous variables and proposed a statistical model that is sufficiently rich to encompass the classical simultaneous equation model for continuous endogenous variable and more recent models for purely discrete endogenous variables as special cases of a more general model.
Related Papers (5)