A dual-method approach integrating dynamic QCA and LightGBM-SHAP algorithms to uncover the configuration paths and key drivers of water resource green efficiency in China

A dual-method approach integrating dynamic QCA and LightGBM-SHAP algorithms to uncover the configuration paths and key drivers of water resource green efficiency in China

Water resource utilization is crucial for sustainable development, and enhancing water resource green efficiency (WRGE) is essential for addressing water scarcity. This study presents three key innovations: (1) It applies the super-efficiency epsilon-based measurement and global Malmquist–Luenberger...

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Bibliographic Details
Main Authors: Naiming He, Rijia Ding
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Ecological Indicators
Subjects:
Water resource green efficiency
Configuration paths
Super-EBM model
Technology-Organization-Environment (TOE) framework
Dynamic qualitative comparative analysis (QCA)
LightGBM
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25004704
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