Shedding Light on the Black Box: Integrating Prediction Models and Explainability Using Explainable Machine Learning
Organizational Research Methods
Published online on March 13, 2025
Abstract
Organizational Research Methods, Volume 29, Issue 2, Page 202-237, April 2026.
In contemporary organizational research, when dealing with large heterogeneous datasets and complex relationships, statistical modeling focused on developing substantive explanations typically results in low predictive accuracy. In contrast, machine ...
In contemporary organizational research, when dealing with large heterogeneous datasets and complex relationships, statistical modeling focused on developing substantive explanations typically results in low predictive accuracy. In contrast, machine ...