Modelling for working capital efficiency: integrating SBM-DEA and artificial neural networks in Indian manufacturing
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Date
2024-09
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Publisher
Emerald
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).
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Keywords
Management, Working capital management, Data envelopment analysis (DEA), Neural networks, Manufacturing, Sensitivity analysis