CSR, Digital Transformation, and Internal Control: Three-Way Interaction Effect on the Firm Value of Chinese Listed Companies
Abstract
:1. Introduction
2. Theoretical Background
2.1. Stakeholder Theory, Resource-Based View, and Agency Theory
2.2. Corporate Social Responsibility
2.3. Digital Transformation
3. Research Hypotheses
3.1. Relationship between CSR and Firm Value
3.2. Moderating Effect of Digital Transformation
3.3. Three-Way Interaction Effect of Internal Control
4. Data and Measures
4.1. Data
4.2. Measures
4.2.1. Dependent Variable: Tobin’s Q
4.2.2. Independent Variable: CSR
4.2.3. Moderating Variables: Digital Transformation and Internal Control
5. Analysis and Results
6. Conclusions
6.1. Key Findings
6.2. Discussion
6.3. Implications
6.4. Limitations and Future Studies
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Dimensions of Digitalization | Corresponding Text Word |
---|---|
Artificial intelligence technology | Machine learning, artificial intelligence, face recognition, business intelligence, identity verification, deep learning, biometrics, image understanding, semantic search, voice recognition, intelligent robotics, intelligent data analysis, autonomous driving, natural voice processing |
Blockchain technology | Bitcoin, distributed computing, consensus mechanism, federated chain, decentralization. |
Cloud computing technology | EB-level storage, multi-party secure computing, brain-like computing, stream computing, green computing, in-memory computing, cognitive computing, converged architecture, graph computing, Internet of Things, information physical systems, billion concurrency, cloud computing |
Big data technology | Mixed reality, data visualization, data mining, text mining, virtual reality, heterogeneous data, augmented reality, credit investigation |
Digital technology applications | B2B, B2C, C2B, C2C, fintech, NFC payment, 020, third-party payment, e-commerce, industrial Internet, Internet finance, Internet healthcare, fintech, open banking, quantitative finance, digital finance, digital marketing, netlink, unstaffed retail, mobile Internet, mobile payment, smart agriculture, smart wear, smart grid, smart environmental protection, smart home, smart transportation, smart customer service, smart energy, smart investment, smart cultural travel, smart medical, smart marketing |
Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
---|---|---|---|---|---|---|---|---|---|---|
Firm value | 1.83 | 0.64 | 1 | |||||||
CSR | 1.80 | 0.85 | 0.210 ** | 1 | ||||||
Digital transformation | 8.35 | 19.37 | −0.038 | −0.011 | 1 | |||||
Internal control | 6.34 | 1.21 | 0.031 | 0.311 ** | 0.072 ** | 1 | ||||
Firm age | 12.14 | 7.46 | −0.420 ** | 0.009 | −0.010 | 0.020 | 1 | |||
Firm size | 22.46 | 1.28 | −0.564 ** | 0.162 ** | 0.151 ** | 0.156 ** | 0.466 ** | 1 | ||
Fixed asset ratio | 0.24 | 0.14 | −0.206 ** | −0.041 | −0.232 ** | −0.027 | 0.109 ** | 0.125 ** | 1 | |
Debt ratio | 0.45 | 0.17 | −0.521 ** | −0.272 ** | 0.069 ** | −0.042 | 0.216 ** | 0.463 ** | 0.043 | 1 |
Model 1 | Model 2 | Model 3 | Model 4 | |
---|---|---|---|---|
N = 1904 | β(t) | β(t) | β(t) | β(t) |
Dependent variable | Firm value | |||
Firm age | −0.192 *** (−9.971) | −0.173 *** (−9.251) | −0.174 *** (−9.285) | −0.169 *** (−8.989) |
Firm size | −0.305 *** (−14.369) | −0.389 *** (−17.738) | −0.392 *** (−17.561) | −0.410 *** (−18.006) |
Fixed asset ratio | −0.133 *** (−7.739) | −0.120 *** (−7.189) | −0.117 *** (−6.792) | −0.112 *** (−6.502) |
Debt ratio | −0.333 *** (−17.371) | −0.243 *** (−12.014) | −0.246 *** (−12.137) | −0.243 *** (−12.007) |
CSR | 0.202 *** (11.050) | 0.151 *** (5.583) | 0.283 * (2.249) | |
Digital transformation | −0.076 * (−1.988) | 0.264 (1.300) | ||
CSR × Digital transformation | 0.110 * (2.570) | −0.670 ** (−2.610) | ||
Internal control | 0.034 (0.636) | |||
CSR × Internal control | −0.140 (−0.954) | |||
Digital transformation × Internal control | −0.354 (−1.583) | |||
CSR × Digital transformation × Internal control | 0.816 ** (2.936) | |||
R2 | 0.453 | 0.486 | 0.488 | 0.493 |
Adj R2 | 0.452 | 0.485 | 0.486 | 0.490 |
F value | 393.086 *** | 358.941 *** | 258.079 *** | 167.180 *** |
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Yoo, J.W.; Fan, B.; Chang, Y.J. CSR, Digital Transformation, and Internal Control: Three-Way Interaction Effect on the Firm Value of Chinese Listed Companies. Systems 2024, 12, 236. https://doi.org/10.3390/systems12070236
Yoo JW, Fan B, Chang YJ. CSR, Digital Transformation, and Internal Control: Three-Way Interaction Effect on the Firm Value of Chinese Listed Companies. Systems. 2024; 12(7):236. https://doi.org/10.3390/systems12070236
Chicago/Turabian StyleYoo, Jae Wook, Bu Fan, and Yu Jin Chang. 2024. "CSR, Digital Transformation, and Internal Control: Three-Way Interaction Effect on the Firm Value of Chinese Listed Companies" Systems 12, no. 7: 236. https://doi.org/10.3390/systems12070236
APA StyleYoo, J. W., Fan, B., & Chang, Y. J. (2024). CSR, Digital Transformation, and Internal Control: Three-Way Interaction Effect on the Firm Value of Chinese Listed Companies. Systems, 12(7), 236. https://doi.org/10.3390/systems12070236