How Financial Mismatch Affects Firms' Digital Transformation—Evidence From China

ABSTRACT This study employs data from Chinese listed firms between 2011 and 2022 to examine the impact of financial misallocation on digital transformation. The empirical analysis adopts a two‐way fixed effects model, supplemented by instrumental variable techniques and multiple robustness checks to mitigate endogeneity concerns. The results show that financial misallocation traps firms in a “resource scarcity” dilemma, thereby reducing their willingness and capacity to pursue digital transformation. Specifically, financial misallocation curtails real investment and R&D expenditures, which in turn hinder the digital transformation process. Moreover, the negative effect is more pronounced for non‐state‐owned firms, high‐tech firms, and smaller firms relative to their state‐owned, non‐high‐tech, and large‐scale counterparts. Further analysis reveals that heightened economic policy uncertainty compels firms to accelerate digital transformation as an adaptive response. Overall, the research provides empirical evidence for accurately assessing the economic consequences of financial misallocation and for formulating differentiated financial policies to support firms' digital transformation.

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Publication Details

Journal
Review of Development Economics
Published
2026-01-13
DOI
https://doi.org/10.1111/rode.70125
Primary Topic
Firm Innovation and Growth
Type
article
Field-Weighted Citation Impact
0.00

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article

How Financial Mismatch Affects Firms' Digital Transformation—Evidence From China

Yinglin Qian, Xiaoyong Zhang, Jin Chen, Daqi He
Review of Development Economics
Firm Innovation and Growth
article

How Financial Mismatch Affects Firms' Digital Transformation—Evidence From China

Yinglin Qian, Xiaoyong Zhang, Jin Chen, Daqi He
article en

Abstract

ABSTRACT This study employs data from Chinese listed firms between 2011 and 2022 to examine the impact of financial misallocation on digital transformation. The empirical analysis adopts a two‐way fixed effects model, supplemented by instrumental variable techniques and multiple robustness checks to mitigate endogeneity concerns. The results show that financial misallocation traps firms in a “resource scarcity” dilemma, thereby reducing their willingness and capacity to pursue digital transformation. Specifically, financial misallocation curtails real investment and R&D expenditures, which in turn hinder the digital transformation process. Moreover, the negative effect is more pronounced for non‐state‐owned firms, high‐tech firms, and smaller firms relative to their state‐owned, non‐high‐tech, and large‐scale counterparts. Further analysis reveals that heightened economic policy uncertainty compels firms to accelerate digital transformation as an adaptive response. Overall, the research provides empirical evidence for accurately assessing the economic consequences of financial misallocation and for formulating differentiated financial policies to support firms' digital transformation.

Review of Development Economics
Minzu University of China (CN), Puer University (CN), Lanzhou University of Finance and Economics (CN)
Fundamental Research Funds for the Central Universities
Decent work and economic growth
Openalex Percentile: Top 91%
Firm Innovation and Growth
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