A comprehensive analysis of digital inclusive finance’s influence on high quality enterprise development through fixed effects and deep learning frameworks

A comprehensive analysis of digital inclusive finance’s influence on high quality enterprise development through fixed effects and deep learning frameworks

Abstract In the context of global economic transformation, high-quality enterprise development (HQED) is crucial for driving economic growth, particularly through enhancing Total Factor Productivity (TFPLP). Digital Inclusive Finance (DIF), as a classical financial model, plays an important role in...

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Bibliographic Details
Main Authors: Dedai Wei, Zimo Wang, Hanfu Kang, Xinye Sha, Yiran Xie, Anqi Dai, Kaichen Ouyang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Digital inclusive finance
Total factor productivity
Deep learning
Kolmogorov–Arnold neural network
Graph neural network
High-quality enterprise development
Online Access:https://doi.org/10.1038/s41598-025-14610-y
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