The Influencing Mechanism of Internal Control Effectiveness on Technological Innovation: CSR as a Mediator
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. The Relationship between Internal Control Effectiveness and Technological Innovation
2.2. The Relationship between Internal Control Effectiveness and Corporate Social Responsibility
2.3. The Relationship between Internal Control Effectiveness, Corporate Social Responsibility, and Technological Innovation
3. Research Methodology
3.1. Sample Selection and Data Sources
- Excluding financial listed companies; considering that financial companies have certain peculiarities in terms of business nature and financial indicators compared with other companies, putting them together may bias the results.
- Excluding ST and * ST; according to the China Securities Regulatory Commission (CSRC), ST means special treatment, indicating that when a listed company loses money for two consecutive years or its net asset value is lower than the par value of the stock, the daily rise or fall of the stock shall not exceed 5%, in order to reduce the investment risk. If the company is still making a loss in the third year, the word ‘* ST’ will be added in front of the stock name, which means the risk of delisting.
- Excluding the samples with missing and abnormal data.
3.2. Variable
3.3. Models
4. Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Regression Analysis
4.4. Robustness Test
5. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Industry | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total |
---|---|---|---|---|---|---|---|
Mining | 44 | 42 | 48 | 51 | 58 | 55 | 298 |
Electricity, heat, gas and water production and supply industry | 31 | 36 | 46 | 42 | 56 | 71 | 282 |
Real estate industry | 22 | 18 | 23 | 22 | 36 | 40 | 161 |
Construction industry | 47 | 50 | 58 | 71 | 80 | 81 | 387 |
Transportation, warehousing and postal services industry | 23 | 25 | 32 | 36 | 51 | 58 | 225 |
Education industry | 4 | 4 | 3 | 4 | 7 | 7 | 29 |
Scientific research and technology service industry | 16 | 20 | 26 | 30 | 43 | 47 | 182 |
Agriculture, forestry, animal husbandry and fishery industry | 23 | 23 | 28 | 26 | 27 | 29 | 156 |
Wholesale and retail businesses industry | 45 | 46 | 50 | 60 | 74 | 74 | 349 |
Management of water conservancy, environment and public facilities industry | 19 | 22 | 26 | 25 | 34 | 37 | 163 |
Health and social work industry | 4 | 5 | 8 | 8 | 9 | 5 | 39 |
Culture, sports and entertainment industry | 16 | 19 | 25 | 28 | 34 | 37 | 159 |
Information transmission, software and information technology service industry | 152 | 171 | 195 | 222 | 229 | 224 | 1193 |
Manufacturing industry | 1295 | 1366 | 1542 | 1689 | 1946 | 1980 | 9818 |
Accommodation and catering industry | 1 | 1 | 1 | 3 | 5 | 5 | 16 |
Synthesis industry | 12 | 10 | 10 | 12 | 12 | 14 | 70 |
Leasing and business services industry | 19 | 22 | 28 | 24 | 29 | 36 | 158 |
Total | 1773 | 1880 | 2149 | 2353 | 2730 | 2800 |
Property Rights | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total |
---|---|---|---|---|---|---|---|
Non-state enterprise | 1173 | 1269 | 1484 | 1665 | 1966 | 2378 | 9935 |
State-owned enterprises | 600 | 611 | 665 | 688 | 764 | 422 | 3750 |
Total | 1773 | 1880 | 2149 | 2353 | 2730 | 2800 | 13,685 |
Type | Names | Symbols | Definition |
---|---|---|---|
Dependent variable | Technology Innovation | Innovation | Total number of patent applications for listed companies |
Independent variable | Internal Control Effectiveness | ICI | DIB Internal Control Index/100 |
Mediator variable | Corporate Social Responsibility | CSR | Hexun CSR score of listed companies |
Control variables | Company size | Size | Total assets of listed companies are taken as the logarithm |
Nature of property rights | State | State = 1 or 0, State-owned enterprises take 1 | |
R&D investment intensity | R&D | R&D expenditure/Main business income | |
Asset-liability ratio | Lev | Total liabilities/Total assets | |
Profitability | ROA | Net profit/Total assets | |
Operating income growth rate | Growth | Amount of change in operating income for the period/Operating revenue for the previous period | |
Company market value | Tobin’s Q | Total market value/Asset replacement cost | |
Cash flow sufficiency | Cash | Net cash flow from operations/Total assets | |
Fixed Assets Ratio | PPE | Fixed Assets/Total Assets | |
Concentration of shareholding | TOP10 | Total shareholding of top ten shareholders | |
Ratio of independent directors | Indiratio | Number of independent directors/All directors | |
Year | Year | Year Dummy variables | |
Industry | Ind | Industry dummy variables set according to CSRC standards |
Variables | Max | Min | Mean | Median | Sd |
---|---|---|---|---|---|
Innovation | 20107.00 | 0.00 | 89.68 | 21.00 | 486.86 |
ICI | 9.41 | 0.00 | 6.32 | 6.62 | 1.40 |
CSR | 87.99 | 0.01 | 22.29 | 21.18 | 12.03 |
Size | 28.64 | 17.81 | 22.24 | 22.07 | 1.29 |
State | 1.00 | 0.00 | 0.27 | 0.00 | 0.45 |
R&D | 0.88 | 0.00 | 0.05 | 0.04 | 0.06 |
Lev | 0.98 | 0.01 | 0.41 | 0.40 | 0.34 |
ROA | 0.96 | −2.34 | 0.05 | 0.04 | 0.07 |
Growth | 96.02 | −0.98 | 0.33 | 0.12 | 4.28 |
Tobin’s Q | 70.58 | 0.05 | 2.31 | 1.70 | 2.36 |
Cash | 0.66 | −1.94 | 0.05 | 0.05 | 0.07 |
PPE | 0.88 | 0.00 | 0.21 | 0.18 | 0.15 |
TOP10 | 0.98 | 0.09 | 0.59 | 0.59 | 0.15 |
Indiratio | 0.80 | 0.23 | 0.38 | 0.36 | 0.06 |
Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Innovation | 1 | |||||||||||||
2. Ici | 0.06 *** | 1 | ||||||||||||
3. CSR | 0.09 *** | 0.22 *** | 1 | |||||||||||
4. Size | 0.28 *** | 0.10 *** | 0.18 *** | 1 | ||||||||||
5. State | 0.07 *** | −0.02 ** | 0.06 *** | 0.35 *** | 1 | |||||||||
6. R&D | −0.01 | −0.02 * | −0.05 *** | −0.24 *** | −0.16 *** | 1 | ||||||||
7. Lev | 0.08 *** | −0.12 *** | −0.07 *** | 0.27 *** | 0.14 *** | −0.07 *** | 1 | |||||||
8. ROA | 0.00 | 0.30 *** | 0.37 *** | −0.01 | −0.09 *** | −0.10 *** | −0.46 *** | 1 | ||||||
9. Growth | −0.01 | −0.03 *** | 0.00 | 0.03 *** | 0.00 | −0.01 | 0.01 * | 0.03 *** | 1 | |||||
10. Tobin’s Q | −0.07 *** | −0.02 *** | 0.03 *** | −0.38 *** | −0.20 *** | 0.30 *** | −0.17 *** | 0.15 *** | 0.01 | 1 | ||||
11. Cash | 0.03 *** | 0.13 *** | 0.21 *** | 0.07 *** | −0.01 | −0.06 *** | −0.16 *** | 0.39 *** | −0.01 | −0.01 | 1 | |||
12. PPE | −0.03 *** | −0.07 *** | −0.07 *** | 0.12 *** | 0.18 *** | −0.19 *** | 0.05 *** | 0.06 *** | −0.02 ** | 0.15 *** | 0.22 *** | 1 | ||
13. TOP 10 | 0.08 ** | 0.13 *** | 0.14 *** | 0.13 *** | −0.01 | −0.08 *** | −0.04 *** | 0.19 *** | 0.03 *** | 0.04 *** | 0.12 *** | 0.01 * | 1 | |
14. Indiratio | 0.03 *** | 0.01 | −0.01 | 0.00 | −0.05 *** | 0.03 *** | −0.01 | −0.01 | 0.00 | 0.05 *** | −0.01 | 0.04 *** | 0.05 *** | 1 |
Variables | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Innovation | CSR | Innovation | |
ICI | 0.0258 *** (3.04) | 0.1521 *** (18.55) | 0.0224 *** (2.61) |
CSR | 0.0223 ** (2.52) | ||
Size | 0.3266 *** (31.75) | 0.2193 *** (22.03) | 0.3217 *** (30.74) |
State | −0.0216 ** (−2.43) | 0.0395 *** (4.60) | −0.0225 ** (−2.53) |
R&D | 0.0427 *** (4.88) | −0.0370 *** (−4.37) | 0.0435 *** (4.97) |
Lev | 0.0150 * (1.71) | −0.0590 *** (−7.64) | 0.0163 * (1.86) |
ROA | −0.0023 (−0.28) | 0.0464 *** (5.82) | −0.0034 (−0.41) |
Growth | −0.0139 * (−1.70) | −0.0007 (−0.09) | −0.0139 * (−1.70) |
Tobin’s Q | 0.0652 *** (6.75) | 0.1305 *** (13.95) | 0.0623 *** (6.40) |
Cash | 0.0175 ** (2.02) | 0.1793 *** (21.36) | 0.0135 (1.54) |
PPE | −0.0448 *** (−5.15) | −0.1141 *** (−13.53) | −0.0423 *** (−4.82) |
TOP 10 | −0.0260 *** (−3.08) | 0.0623 *** (7.62) | −0.0274 *** (−3.24) |
Indiratio | 0.0240 *** (2.93) | −0.0262 *** (−3.30) | 0.0247 *** (3.00) |
Year | YES | YES | YES |
Ind | YES | YES | YES |
Sample size | 13685 | 13685 | 13685 |
Adjusted R2 | 0.0888 | 0.1465 | 0.0892 |
F-value | 111.05 | 195.49 | 103.04 |
Variables | Model (1) | Model (2) | Model (3) |
---|---|---|---|
Innovation | CSR | Innovation | |
ICI | 0.0267 *** (3.12) | 0.1521 *** (18.55) | 0.0221 ** (2.55) |
CSR | 0.0302 *** (3.39) | ||
Size | 0.2963 *** (28.55) | 0.2193 *** (22.03) | 0.2897 *** (27.44) |
State | −0.0162 * (−1.80) | 0.0395 *** (4.60) | −0.0174 * (−1.94) |
R&D | 0.0525 *** (5.95) | −0.0370 *** (−4.37) | 0.0536 *** (6.08) |
Lev | 0.0121 (1.38) | −0.0590 *** (−7.64) | 0.0139 (1.58) |
ROA | −0.0029 (−0.34) | 0.0464 *** (5.82) | −0.0043 (−0.51) |
Growth | −0.0113 (−1.37) | −0.0007 (−0.09) | −0.0113 (−1.37) |
Tobin’s Q | 0.0613 *** (6.29) | 0.1305 *** (13.95) | 0.0574 *** (5.84) |
Cash | 0.0144 * (1.66) | 0.1793 *** (21.36) | 0.0090 (1.01) |
PPE | −0.0395 *** (−4.49) | −0.1141 *** (−13.53) | −0.0360 *** (−4.07) |
TOP10 | −0.0460 *** (−5.40) | 0.0623 *** (7.62) | −0.0479 *** (−5.61) |
Indiratio | 0.0073 (0.88) | −0.0262 *** (−3.30) | 0.0081 (0.98) |
Year | YES | YES | YES |
Ind | YES | YES | YES |
Sample size | 13685 | 13685 | 13685 |
Adjusted R2 | 0.0725 | 0.1465 | 0.0733 |
F-value | 89.07 | 195.49 | 83.17 |
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Wang, X.; Zhang, Z.; Chun, D. The Influencing Mechanism of Internal Control Effectiveness on Technological Innovation: CSR as a Mediator. Sustainability 2021, 13, 13122. https://0-doi-org.brum.beds.ac.uk/10.3390/su132313122
Wang X, Zhang Z, Chun D. The Influencing Mechanism of Internal Control Effectiveness on Technological Innovation: CSR as a Mediator. Sustainability. 2021; 13(23):13122. https://0-doi-org.brum.beds.ac.uk/10.3390/su132313122
Chicago/Turabian StyleWang, Xinyuan, Zhenyang Zhang, and Dongphil Chun. 2021. "The Influencing Mechanism of Internal Control Effectiveness on Technological Innovation: CSR as a Mediator" Sustainability 13, no. 23: 13122. https://0-doi-org.brum.beds.ac.uk/10.3390/su132313122