| Literature DB >> 30658493 |
Qinghua Huang1, Xiding Chen2, Mi Zhou3, Xiaoqin Zhang4, Lingling Duan5.
Abstract
In this paper, we conduct an empirical study on the impact of CEOs' environmental awareness on technological innovation. To this end, we obtain a large sample with 7615 observations from Chinese A-share listed firms between the years of 2003 and 2014. Our empirical results show that a CEO's environmental awareness has a significant positive impact on technological innovation of his/her enterprise. Environmentally conscious CEOs will invest more in R&D and obtain more patents. This will help their enterprises achieve higher efficiency of technological innovation. Furthermore, the environmental awareness of a CEO has a more significant impact on technological innovation if his/her enterprise is subject to a higher level of monitoring. We also conduct robustness check of our findings and provide managerial insights and proactive government policies to raise the environmental awareness of CEOs and improve the innovation vitality of enterprises.Entities:
Keywords: CEO; environmental awareness; technological innovation
Mesh:
Year: 2019 PMID: 30658493 PMCID: PMC6352152 DOI: 10.3390/ijerph16020261
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Variable definitions.
| Variables | Definitions |
|---|---|
|
| |
| R&D | The R&D expenditures divided by lagged total assets. |
| Patent1 | The log of one plus the number of patent applications. |
| Patent2 | The log of one plus the number of patent grant. |
|
| |
| Environment | 1 means that only one of the three sub-indexes is ”1”, 2 means that two of the three sub indicators are “1”, 3 means that all three sub-indexes are “1”. |
|
| |
| Sales | The log of sales. |
| PPE | The ratio of PPE (Property, plant, and equipment) over the total assets. |
| Return | Stock return. |
| Size | The log of the market value of equity |
| MTB | The market value of equity divided by the book value of equity |
| Sales Growth | Sales growth |
| ROA | The income before extraordinary items divided by lagged total assets. |
| Leverage | The book value of total liabilities divided by lagged total assets. |
| CFO | The net cash flow from operating activities divided by lagged total assets. |
|
| |
| State | A dummy variable that equals 1 if the firm is Privately-owned and 0 otherwise. |
| Ins | A dummy variable that equals 1 if the percentage of shares held by institutional investors above median and 0 otherwise. |
| Analyst | A dummy variable that equals 1 if the number of analysts following the firm above median and 0 otherwise. |
Descriptive statistics.
| Variables | High Environmental Awareness CEO | Low Environmental Awareness CEO | ||||
|---|---|---|---|---|---|---|
| Mean | Median | Std.dev | Mean | Median | Std.dev | |
|
| ||||||
| R&Dt | 0.668 | 0.000 | 1.130 | 0.593 | 0.000 | 1.123 |
| Patent1t | 0.570 | 0.000 | 1.019 | 0.567 | 0.000 | 1.059 |
| Patent2t | 0.305 | 0.000 | 0.700 | 0.366 | 0.000 | 0.795 |
|
| ||||||
| Salest | 20.928 | 20.827 | 1.425 | 20.804 | 20.747 | 1.298 |
| PPEt | 0.266 | 0.130 | 0.175 | 0.253 | 0.221 | 0.175 |
| Returnt | 0.160 | -0.029 | 0.658 | 0.222 | 0.001 | 0.701 |
| Sizet | 15.034 | 14.901 | 0.956 | 14.968 | 14.878 | 0.948 |
| MTBt | 3.314 | 1.755 | 2.746 | 3.384 | 2.635 | 2.776 |
| SalesGrowtht | 0.221 | 0.145 | 0.504 | 0.242 | 0.163 | 0.508 |
| ROAt | 0.038 | 0.038 | 0.060 | 0.037 | 0.066 | 0.062 |
| Leveraget | 0.434 | 0.434 | 0.213 | 0.452 | 0.465 | 0.201 |
| CFOt | 0.045 | 0.045 | 0.078 | 0.044 | 0.044 | 0.082 |
|
| ||||||
| State | 0.500 | 0.000 | 0.500 | 0.499 | 1.000 | 0.500 |
| Ins | 0.509 | 0.000 | 0.500 | 0.496 | 1.000 | 0.500 |
| Analyst | 0.421 | 0.000 | 0.492 | 0.408 | 0.000 | 0.494 |
Pearson correlation test.
| R&Dt+1 | Patent1t+1 | Patent2t+1 | Env | Salest | PPEt | Returnt | Sizet | MTBt | SalesGrowtht | ROAt | Leveraget | CFOt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R&Dt+1 | 1 | ||||||||||||
| Patent1t+1 | 0.352 *** | 1 | |||||||||||
| Patent2t+1 | 0.148 *** | 0.641 *** | 1 | ||||||||||
| Env | 0.015 | 0.025 ** | 0.051 *** | 1 | |||||||||
| Salest | 0.092 *** | 0.167 *** | 0.181 *** | 0.018 | 1 | ||||||||
| PPEt | −0.201 *** | −0.128 *** | −0.051 *** | −0.043 *** | 0.172 *** | 1 | |||||||
| Returnt | 0.012 | −0.014 | 0.037 *** | 0.039 *** | −0.018 | 0.005 | 1 | ||||||
| Sizet | 0.025 ** | 0.237 *** | 0.217 *** | −0.014 | 0.657 *** | 0.029 ** | 0.229 *** | 1 | |||||
| MTBt | 0.041 *** | −0.025 ** | −0.003 | 0.024 ** | −0.262 *** | −0.096 *** | 0.017 | 0.038 *** | 1 | ||||
| SalesGrowtht | −0.018 | −0.014 | 0.011 | 0.021 * | 0.104 *** | −0.029 ** | 0.075 *** | 0.113 *** | 0.067 *** | 1 | |||
| ROAt | 0.189 *** | 0.146 *** | 0.130 *** | −0.017 | 0.163 *** | −0.133 *** | 0.128 *** | 0.390 *** | −0.018 | 0.208 *** | 1 | ||
| Leveraget | −0.330 *** | −0.116 *** | −0.0180 | 0.045 *** | 0.381 *** | 0.165 *** | 0.015 | 0.008 | 0.094 *** | 0.066 *** | −0.379 *** | 1 | |
| CFOt | 0.012 | 0.0110 | 0.037 *** | −0.015 | 0.156 *** | 0.268 *** | 0.130 *** | 0.201 *** | 0.001 | 0.048 *** | 0.340 *** | −0.101 *** | 1 |
* Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
CEOs’ environmental awareness and firms’ innovation.
| Dependent Variables | R&Dt+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|
| (1) | (2) | (3) | |
| Environmentt | 0.068 ** | 0.124 *** | 0.112 *** |
| (2.24) | (2.59) | (2.61) | |
| R&Dt | 0.204 *** | ||
| Salest | 0.035 ** | 0.004 | −0.002 |
| (2.15) | (0.16) | (−0.09) | |
| PPEt | −0.340 *** | −0.420 *** | −0.367 *** |
| (−4.42) | (−3.30) | (−3.00) | |
| Returnt | 0.163 *** | −0.057 ** | −0.085 *** |
| (6.55) | (−2.32) | (−3.49) | |
| Sizet | −0.153 *** | 0.229 *** | 0.258 *** |
| (−6.99) | (5.31) | (6.01) | |
| MTBt | 0.023 *** | −0.013 ** | −0.018 *** |
| (4.68) | (−2.25) | (−3.15) | |
| Sales Growtht | −0.001 | −0.036 * | −0.033 |
| (−0.02) | (−1.76) | (−1.64) | |
| ROAt | 1.474 *** | 0.362 | 0.119 |
| (6.41) | (1.32) | (0.46) | |
| Leveraget | −0.924 *** | 0.067 | 0.237 ** |
| (−11.91) | (0.56) | (2.00) | |
| CFOt | 0.535 *** | 0.146 | 0.049 |
| (3.41) | (0.88) | (0.30) | |
| Number of observations | 7615 | 7615 | 7615 |
| Adjusted R-squared | 0.324 | 0.205 | 0.235 |
| F | 111.56 *** | 24.52 *** | 25.48 *** |
This table presents regression estimation of the impact of CEO’s environmental awareness on firm’s innovation. The values of all continuous variables are Winsorized mean at 1% and 99%, and the standard deviation in regression is concentrated in enterprises. T-Statistics are reported in parentheses. All variables are defined in Table 1. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
The moderating effect of ownership type.
| Dependent Variables | R&Dt+1 | R&Dt+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | |
| State-owned | Privately-owned | State-owned | Privately-owned | State-owned | Privately-owned | |
| Environmentt | −0.052 | 0.192 *** | 0.096 ** | 0.136 ** | 0.108 ** | 0.144 *** |
| (−1.01) | (2.89) | (2.14) | (2.25) | (2.39) | (3.03) | |
| R&Dt | 0.285 *** | 0.169 *** | ||||
| (5.18) | (11.29) | |||||
| Number of observations | 3803 | 3812 | 3803 | 3812 | 3803 | 3812 |
| Adjusted R-squared | 0.242 | 0.306 | 0.205 | 0.198 | 0.241 | 0.224 |
| F | 7.39 *** | 33.78 *** | 8.32 *** | 16.84 *** | 8.90 *** | 33.50 *** |
The other control variables are consistent with Table 3. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
The moderating effect of institutional shareholding.
| Dependent Variables | R&Dt+1 | R&Dt+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Low | High | Low | High | Low | High | |
| Environmentt | 0.032 | 0.098 ** | 0.082 * | 0.12 *** | 0.104 | 0.112 *** |
| (0.94) | (2.45) | (1.84) | (2.96) | (1.63) | (2.88) | |
| R&Dt | 0.206 *** | 0.193 *** | ||||
| (5.87) | (7.13) | |||||
| Number of observations | 3807 | 3808 | 3807 | 3808 | 3807 | 3808 |
| Adjusted R-squared | 0.274 | 0.393 | 0.191 | 0.214 | 0.220 | 0.243 |
| F | 75.60 *** | 44.32 *** | 18.32 *** | 15.29 *** | 18.88 *** | 15.70 *** |
The other control variables are consistent with Table 3. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
The moderating effect of analyst.
| Dependent Variables | R&Dt+1 | R&Dt+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Low | High | Low | High | Low | High | |
| Environmentt | 0.05 | 0.096 ** | 0.096 ** | 0.166 ** | 0.088 ** | 0.148 ** |
| (1.60) | (2.13) | (2.11) | (2.17) | (2.03) | (1.96) | |
| R&Dt | 0.197 *** | 0.203 *** | ||||
| (5.92) | (5.34) | |||||
| Number of observations | 4479 | 3136 | 4479 | 3136 | 4479 | 3136 |
| Adjusted R-squared | 0.368 | 0.274 | 0.215 | 0.195 | 0.242 | 0.225 |
| F | 36.63 *** | 79.83 *** | 12.65 *** | 15.16 *** | 13.29 *** | 15.63 *** |
The other control variables are consistent with Table 3. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
System GMM estimation results.
| Dependent Variables | R&Dt+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|
| (1) | (2) | (3) | |
| R&Dt | 0.255 *** | 0.045 * | |
| (0.045) | (0.026) | ||
| Patent1t | 0.521 *** | 0.510 *** | |
| (0.079) | (0.079) | ||
| Environmentt | 0.020 ** | 0.016 * | 0.020 ** |
| (0.023) | (0.041) | (0.041) | |
| Sargan test | 0.205 | 0.361 | 0.429 |
| Hansen J test | 0.844 | 0.127 | 0.132 |
| AR (2) test | 0.351 | 0.109 | 0.127 |
| chi2 | 581.94 | 1110.67 | 1109.61 |
| Number of observations | 3685 | 3685 | 3685 |
The other control variables are consistent with Table 3. In parentheses is the standard deviation of each statistic. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
Firms with R&D investment information.
| Dependent Variables | R&Dt+1 | Patent1t+1 | Patent1t+1 |
|---|---|---|---|
| (1) | (2) | (3) | |
| Environmentt | 0.214 *** | 0.156 ** | 0.114 ** |
| (4.22) | (2.05) | (2.35) | |
| R&Dt | 0.194 *** | ||
| (10.59) | |||
| Number of observations | 3034 | 3034 | 3034 |
| Adjusted R-squared | 0.239 | 0.133 | 0.164 |
| F | 111.56 *** | 24.52 *** | 69.73 *** |
The other control variables are consistent with Table 3. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.
Other patent variables.
| Dependent Variables | Patent2t+1 | Patent2t+1 |
|---|---|---|
| (1) | (2) | |
| Environmentt | 0.104 *** | 0.1 *** |
| (3.30) | (3.20) | |
| R&Dt | 0.080 *** | |
| (5.03) | ||
| Number of observations | 7615 | 7615 |
| Adjusted R-squared | 0.137 | 0.146 |
| F | 69.73 *** | 13.68 *** |
The other control variables are consistent with Table 3. * Statistical significance at the 10% level. ** Statistical significance at the 5% level. *** Statistical significance at the 1% level.