循环经济战略中的绿色金融与人工智能:来自印度塑料中小企业的证据

Green Finance and Artificial Intelligence in Circular Economy Strategies: Evidence From Indian Plastic MSMEs

BUSINESS STRATEGY AND THE ENVIRONMENT · 2026
被引 0
人大 A-ABS 3

中文导读

研究了绿色金融和人工智能如何影响印度塑料中小企业的循环经济战略,发现绿色金融起部分中介作用,人工智能起调节作用,对提升环境、经济和社会绩效有显著效果。

Abstract

ABSTRACT Although circular economy (CE) strategies are central to sustainable performance, their adoption depends on enabling financial and digital technologies. Addressing the gap, this study examines impact on CE strategies for sustainable performance in Indian plastic MSMEs, with green finance as mediator and AI adoption as moderator, by synthesizing the natural resource‐based value, dynamic capabilities, and diffusion‐of‐innovation theories. Data collected from 425 plastic‐based MSMEs across India were analyzed using hybrid partial least squares structural equation modelling and artificial neural network. The findings show that circular product design significantly enhances environmental performance (β = 0.250), while remanufacturing bolsters economic (β = 0.224) and social impact (β = 0.149); extended producer responsibility demonstrates powerful social outcome (β = 0.286). Green financing partially mediates these relationships (VAF = 20%–55%), ANN exhibits robust prediction accuracy (RMSE ≈ 0.22–0.24). Previous studies treat governance descriptively; this study conceptualizes governance as structural conditioning system, shaping CE strategies.

循环经济绿色金融人工智能中小企业可持续发展