November 8, 2025Advances in Economics Management and Political SciencesOpen Access

The Heterogeneity of Financing Efficiency for Small and Medium-sized Enterprises in the Context of Digital Finance

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XHXuezhong Hu HHH. H. Huang

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Implication

Analysis reveals digital transformation enhances financing efficiency in small and medium-sized enterprises, suggesting significant market recognition is crucial.

Key Points

Digital transformation enhances financing efficiency in small and medium-sized enterprises, with notable regional variations.
The analysis utilized machine learning models to assess the impact of digital finance on enterprise financing costs from 2014 to 2020.
Employing Super-Efficiency Data Envelopment Analysis, the study assessed data from 3,000 Chinese businesses, highlighting the importance of Environmental, Social, and Governance ratings.
The findings indicate the necessity of a favorable financial environment for enterprises to fully benefit from digital transformation.

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Hu et al. (2025) studied this question.

synapsesocial.com/papers/690e8b75a5b062d7a4e73777 https://doi.org/10.54254/2754-1169/2025.bj29044

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Implication

Analysis reveals digital transformation enhances financing efficiency in small and medium-sized enterprises, suggesting significant market recognition is crucial.

The Heterogeneity of Financing Efficiency for Small and Medium-sized Enterprises in the Context of Digital Finance

Discussion

Member takes

Implication

Key Points

Cite This Study

The Heterogeneity of Financing Efficiency for Small and Medium-sized Enterprises in the Context of Digital Finance

Discussion

Member takes

Implication

Key Points

Cite This Study

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