Related Experiment Video
Updated: Aug 26, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Is CSR linked to idiosyncratic risk? Evidence from the copula approach
Salma Mefteh-Wali1, Hassen Rais1, Guillaume Schier1
1ESSCA, 92100 Boulogne-Billancourt, France.
Abstract:
In this paper, we extend the research on the effect of corporate social responsibility (CSR) on firm risk by analyzing the CSR-idiosyncratic risk nexus and how CSR can be integrated as insurance in a global risk management strategy. First, the causality between CSR and risk was tested. Second, copulas were estimated to strengthen the existing results on the structure of the dependence between the different dimensions of CSR activities and idiosyncratic risk levels. The empirical analysis was conducted on a sample of 254 European-listed firms over the 2018-2020 period. The main results showed a directional causality effect between CSR and idiosyncratic risk, and the dependences were modeled between CSR and realized idiosyncratic risk. This allows a better understanding of the risk implications of CSR for investors, corporate managers, and policy makers.
More Related Videos
Related Concept Videos
Relative Risk
Hazard Ratio
For example, in a clinical trial...
Correlation and Causation
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Causality in Epidemiology
Coefficient of Correlation
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...

