Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Corporate social responsibility and firm value
2.2. Moderating Effects
2.2.1. Financial Flexibility
2.2.2. R&D Investment
3. Method
3.1. Sample and Data
3.2. Measures
3.3. Modeling
4. Results
4.1. Tests of Hypotheses
4.2. Analysis of Simple Slopes
4.3. Robustness Tests
5. Discussion and Conclusions
5.1. Theoretical Implications
5.2. Managerial Implications
5.3. Limitations and Future Research
Author Contributions
Funding
Conflicts of Interest
References
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Variables | Measurement | Data |
---|---|---|
TOBINQ | Tobin’s q = (MVE+PS+DEBT)/TA, where MVE=the number of common stock share outstanding * the share’s close yearly price; PS is the liquidating value of the firm’s outstanding preferred stock; DEBT= short-term liabilities - short-term assets + long-term debts; TA = book value of total assets. | CSMAR |
IRISK | Idiosyncratic risk. In the Fama-French three-factor model, the idiosyncratic risk is the standard deviation of the residual error of the regression model, which represents the information that cannot be interpreted by the three factors. | CSMAR |
SRISK | Systemic risk. The Fama-French three-factor model is used, in which systemic risk is the regression coefficient of market factors, indicating the degree of common variation between the company and the whole market. | CSMAR |
CSR | Corporate social responsibility. The evaluation score of corporate social responsibility of listed companies in HeXun. | http://stockd-ata.stock.he-xun.com/zrbg |
FLEX | Financial flexibility. First, calculate the financial leverage of each company (the sum of long-term and short-term liabilities divided by total assets). Then, the industry’s average financial leverage is subtracted from the company’s financial leverage, divided by the standard deviation of the industry’s financial leverage, and finally multiplied by minus 1. | CSMAR |
RD | Firm R&D investment. The ratio of R&D expense to sales. | CSMAR |
ROA | Return on assets. Net profit scaled by total assets. | CSMAR |
SIZE | Firm size. Take the logarithm of the number of employees in the firm. | CSMAR |
AGE | Firm age. The number of years since the establishment of a listed firm. | CSMAR |
STATE | State-owned shares. The share of state-owned shareholdings. | CSMAR |
COMP | Industry competition. According to the Herfindahl-Hirschman index (HHI), calculate as a firm’s squared share of the revenue within the same industry. For the convenience of interpretation, the value is subtracted to 1. | CSMAR |
BIG1 | The largest shareholder. The largest shareholder’s squared shareholding ratios. | CSMAR |
SH | Dummy variable, 1 = the company is listed on the Shanghai stock exchange, 0 = the company is listed on the Shenzhen stock exchange. | CSMAR |
YEAR | Dummy variable, control variable of year, 6 dummy variables represent 7 years. | Calculated |
INDUSTRY | Dummy variables, indicating the category of industry, 44 dummy variables representing 45 industries. | Calculated |
Mean | S.D. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | TOBINQ | 1.620 | 1.722 | 1 | ||||||||||||
2 | SRISK | 1.031 | 0.229 | −0.222 | 1 | |||||||||||
3 | IRISK | 0.021 | 0.006 | 0.353 | −0.019 | 1 | ||||||||||
4 | CSR | 27.437 | 19.496 | −0.195 | 0.133 | −0.249 | 1 | |||||||||
5 | FLEX | −0.010 | 0.884 | 0.084 | 0.021 | −0.001 | 0.058 | 1 | ||||||||
6 | RD | 0.022 | 0.034 | 0.115 | 0.003 | 0.109 | −0.031 | 0.165 | 1 | |||||||
7 | ROA | 0.036 | 0.055 | −0.026 | 0.044 | −0.128 | 0.378 | 0.345 | 0.063 | 1 | ||||||
8 | SIZE | 7.705 | 1.388 | −0.350 | 0.163 | −0.223 | 0.282 | −0.229 | 0.010 | 0.066 | 1 | |||||
9 | AGE | 10.599 | 6.499 | 0.092 | 0.012 | −0.023 | 0.000 | −0.268 | −0.229 | −0.184 | 0.003 | 1 | ||||
10 | STATE | 0.053 | 0.145 | −0.111 | 0.047 | −0.054 | 0.066 | −0.012 | −0.088 | 0.028 | 0.111 | 0.001 | 1 | |||
11 | COMP | 0.155 | 0.129 | 0.040 | 0.005 | 0.042 | −0.057 | 0.064 | 0.043 | −0.025 | −0.155 | −0.021 | −0.016 | 1 | ||
12 | BIG1 | 0.996 | 0.027 | −0.151 | 0.065 | −0.044 | 0.158 | 0.028 | −0.080 | 0.112 | 0.207 | −0.124 | 0.242 | −0.081 | 1 | |
13 | SH | 0.453 | 0.498 | −0.039 | 0.053 | −0.101 | 0.100 | −0.160 | −0.212 | −0.069 | 0.123 | 0.274 | 0.071 | −0.063 | 0.090 | 1 |
M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | M9 | M10 | M11 | M12 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CSR | −0.003 ** | −0.002 ** | −0.003 ** | −0.002 ** | 0.001 ** | 0.001 ** | 0.001 ** | 0.001 ** | −0.000 ** | −0.000 ** | −0.000 ** | −0.000 ** |
(0.001) | (0.001) | (0.001) | (0.001) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
FLEX | 0.069 ** | 0.062 ** | 0.008 ** | 0.006 * | −0.000 ** | −0.000 ** | ||||||
(0.016) | (0.017) | (0.002) | (0.002) | (0.000) | (0.000) | |||||||
CSR*FLEX | 0.004 ** | 0.004 ** | −0.001 ** | −0.001 ** | −0.000 | −0.000 | ||||||
(0.001) | (0.001) | (0.000) | (0.000) | (0.000) | (0.000) | |||||||
RD | 1.772 ** | 1.584 ** | 0.288 ** | 0.254 ** | −0.000 | 0.002 | ||||||
(0.440) | (0.444) | (0.065) | (0.065) | (0.002) | (0.002) | |||||||
CSR*RD | 0.061 ** | 0.053 ** | −0.003 | −0.001 | 0.000 ** | 0.000 ** | ||||||
(0.020) | (0.020) | (0.003) | (0.003) | (0.000) | (0.000) | |||||||
ROA | 0.829 ** | 0.561 * | 0.777 ** | 0.548 * | 0.225 ** | 0.166 ** | 0.223 ** | 0.171 ** | −0.007 ** | −0.005 ** | −0.007 ** | −0.005 ** |
(0.254) | (0.268) | (0.254) | (0.268) | (0.037) | (0.039) | (0.037) | (0.040) | (0.001) | (0.001) | (0.001) | (0.001) | |
SIZE | −0.473 ** | −0.461 ** | −0.471 ** | −0.460 ** | 0.022 ** | 0.023 ** | 0.022 ** | 0.023 ** | −0.001 ** | −0.001 ** | −0.001 ** | −0.001 ** |
(0.010) | (0.011) | (0.010) | (0.011) | (0.002) | (0.002) | (0.002) | (0.002) | (0.000) | (0.000) | (0.000) | (0.000) | |
AGE | 0.031 ** | 0.033 ** | 0.033 ** | 0.034 ** | 0.001 ** | 0.001 ** | 0.001 ** | 0.001 ** | −0.000 ** | −0.000 ** | −0.000 ** | −0.000 ** |
(0.002) | (0.002) | (0.002) | (0.002) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
STATE | −0.385 ** | −0.391 ** | −0.384 ** | −0.390 ** | 0.025 + | 0.025 + | 0.025 + | 0.026 + | 0.001 + | 0.001 * | 0.001 + | 0.001 + |
(0.090) | (0.090) | (0.090) | (0.090) | (0.013) | (0.013) | (0.013) | (0.013) | (0.000) | (0.000) | (0.000) | (0.000) | |
COMP | 0.182 | 0.068 | 0.109 | 0.012 | 0.250 ** | 0.256 ** | 0.246 ** | 0.252 ** | 0.003 + | 0.004 + | 0.003 + | 0.003 + |
(0.536) | (0.536) | (0.536) | (0.536) | (0.079) | (0.079) | (0.079) | (0.079) | (0.002) | (0.002) | (0.002) | (0.002) | |
BIG1 | −0.338 ** | −0.336 ** | −0.323 ** | −0.323 ** | −0.004 | −0.004 | −0.002 | −0.003 | 0.002 ** | 0.002 ** | 0.002 ** | 0.002 ** |
(0.106) | (0.106) | (0.106) | (0.106) | (0.016) | (0.016) | (0.016) | (0.016) | (0.000) | (0.000) | (0.000) | (0.000) | |
SH | 0.030 | 0.032 | 0.043 | 0.043 | 0.007 + | 0.009 * | 0.009 * | 0.010 ** | −0.001 ** | −0.001 ** | −0.001 ** | −0.001 ** |
(0.027) | (0.027) | (0.027) | (0.027) | (0.004) | (0.004) | (0.004) | (0.004) | (0.000) | (0.000) | (0.000) | (0.000) | |
Constant | 4.797 ** | 4.785 ** | 4.839 ** | 4.826 ** | 0.514 ** | 0.502 ** | 0.517 ** | 0.506 ** | 0.025 ** | 0.025 ** | 0.025 ** | 0.026 ** |
(0.565) | (0.564) | (0.564) | (0.564) | (0.083) | (0.083) | (0.083) | (0.083) | (0.002) | (0.002) | (0.002) | (0.002) | |
Industry FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
N | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 | 13,868 |
R−squared | 0.298 | 0.300 | 0.300 | 0.301 | 0.141 | 0.145 | 0.143 | 0.146 | 0.401 | 0.405 | 0.402 | 0.405 |
Adjusted R−squared | 0.295 | 0.297 | 0.296 | 0.298 | 0.138 | 0.142 | 0.139 | 0.142 | 0.399 | 0.402 | 0.400 | 0.403 |
F | 101.2 | 98.80 | 98.41 | 96.03 | 39.24 | 39.13 | 38.35 | 38.15 | 159.7 | 156.3 | 154.8 | 151.7 |
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Guo, Z.; Hou, S.; Li, Q. Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment. Sustainability 2020, 12, 8452. https://doi.org/10.3390/su12208452
Guo Z, Hou S, Li Q. Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment. Sustainability. 2020; 12(20):8452. https://doi.org/10.3390/su12208452
Chicago/Turabian StyleGuo, Zhaoyang, Siyu Hou, and Qingchang Li. 2020. "Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment" Sustainability 12, no. 20: 8452. https://doi.org/10.3390/su12208452
APA StyleGuo, Z., Hou, S., & Li, Q. (2020). Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment. Sustainability, 12(20), 8452. https://doi.org/10.3390/su12208452