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

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.

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Publication Details

Journal
Business Strategy and the Environment
Published
2026-04-01
DOI
https://doi.org/10.1002/bse.70745
Primary Topic
Sustainable Supply Chain Management
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Dinesh Kumar, Ankita Gupta, Doreswamy
Business Strategy and the Environment
Sustainable Supply Chain Management
article

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

Dinesh Kumar, Ankita Gupta, Doreswamy
article en

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.

Business Strategy and the Environment
National Institute of Technology Jamshedpur (IN), Indian Institute of Science Education and Research, Tirupati (IN)
Openalex Percentile: Top 6%
Sustainable Supply Chain Management
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