Digital transformation has become a new engine driving the development of enterprises. Based on the data of Chinese A-share listed manufacturing enterprises from 2008 to 2020, this paper measured the intensity of enterprise digital transformation with the help of machine learning method, and empirically investigated the impact mechanism of digital transformation on the quality of enterprise's internal control. It is found that digital transformation can significantly improve the quality of internal control. Mechanism analysis shows that digital transformation has a positive impact on the quality of internal control mainly by reducing agency costs and increasing the shareholding ratio of institutional investors. The results of heterogeneity analysis indicate that the promotion effect of digital transformation on the quality of internal control is more significant in enterprises with small scale and strong manager's ability. Digitization improves the total factor productivity of enterprises by promoting the quality of internal control.
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Univ Westminster, Sch Management & Mkt, London, EnglandUniv West London, Claude Littner Business Sch, 11th Floor, London TW8 9QW, England
Ruiz-Alba, Jose L.
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Soares, Anabela
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Univ West England, Bristol Business Sch BBS, Bristol, Avon, EnglandUniv West London, Claude Littner Business Sch, 11th Floor, London TW8 9QW, England
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Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Bertani, Filippo
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Ponta, Linda
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LIUC Univ Carlo Cattaneo, Corso G Matteotti 22, I-21053 Castellanza, VA, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Ponta, Linda
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Raberto, Marco
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Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Raberto, Marco
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Teglio, Andrea
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Univ Ca Foscari Venezia, Dipartimento Econ, Fondamenta San Giobbe 873, I-30121 Venice, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Teglio, Andrea
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Cincotti, Silvano
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Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
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Hong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Chen, Yangyang
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Gul, Ferdinand A.
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Deakin Univ, Deakin Business Sch, Geelong, Vic, AustraliaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Gul, Ferdinand A.
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Truong, Cameron
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Monash Univ, Dept Banking & Finance, Clayton, Vic, AustraliaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Truong, Cameron
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Veeraraghavan, Madhu
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机构:
TA PAI Management Inst, Accounting Econ & Finance Area, Manipal, Karnataka, IndiaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
机构:
Univ Westminster, Sch Management & Mkt, London, EnglandUniv West London, Claude Littner Business Sch, 11th Floor, London TW8 9QW, England
Ruiz-Alba, Jose L.
;
Soares, Anabela
论文数: 0引用数: 0
h-index: 0
机构:
Univ West England, Bristol Business Sch BBS, Bristol, Avon, EnglandUniv West London, Claude Littner Business Sch, 11th Floor, London TW8 9QW, England
机构:
Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Bertani, Filippo
;
Ponta, Linda
论文数: 0引用数: 0
h-index: 0
机构:
LIUC Univ Carlo Cattaneo, Corso G Matteotti 22, I-21053 Castellanza, VA, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Ponta, Linda
;
Raberto, Marco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Raberto, Marco
;
Teglio, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ca Foscari Venezia, Dipartimento Econ, Fondamenta San Giobbe 873, I-30121 Venice, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
Teglio, Andrea
;
Cincotti, Silvano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
机构:
Hong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Chen, Yangyang
;
Gul, Ferdinand A.
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机构:
Deakin Univ, Deakin Business Sch, Geelong, Vic, AustraliaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Gul, Ferdinand A.
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Truong, Cameron
论文数: 0引用数: 0
h-index: 0
机构:
Monash Univ, Dept Banking & Finance, Clayton, Vic, AustraliaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China
Truong, Cameron
;
Veeraraghavan, Madhu
论文数: 0引用数: 0
h-index: 0
机构:
TA PAI Management Inst, Accounting Econ & Finance Area, Manipal, Karnataka, IndiaHong Kong Polytech Univ, Sch Accounting & Finance, Kowloon, Hong Kong, Peoples R China