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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ying-Xiu Zhao

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Open access Oct 2026

Digital transformation and SME innovation: The mediating role of financing constraints

This study explores the impact of digital transformation on the innovation of small and medium-sized enterprises (SMEs). Based on 2018–2024 firm-level datasets, our results verify that digital transformation delivers remarkable promotional effects on SME innovation, improving innovation across both quantity and quality...

Meng-Nan Hao, Ying-Xiu Zhao · 0 citations

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