Modelling for working capital efficiency: integrating SBM-DEA and artificial neural networks in Indian manufacturing

Abstract

This study aims to present an innovative predictive methodology that transitions from traditional efficiency assessment techniques to a forward-looking strategy for evaluating working capital management(WCM) and its determinants by integrating data envelopment analysis (DEA) with artificial neural networks (ANN).