We examine predictive machine learning studies from 50 top business and economic journals published between 2010 and … 2023. We investigate their transparency regarding the predictive performance of machine learning models compared to less … machine learning varies by discipline, and is most frequently used in information systems, marketing, and operations research …

of novel methodologies such as sustainable design, circular economy concepts, and causal machine learning algorithms …

on data-driven and using machine learning algorithms. Both approaches present similar results, highlighting the relevance …