Female Board Directors and Corporate Environmental Investment: A Contingent View
Abstract
:1. Introduction
2. Literature Review
2.1. The Determinants of Corporate Environmental Strategy
2.2. The Impact of Individual Traits
2.3. The Impact of Board Gender Diversity
3. Theory and Hypotheses
4. Methods
4.1. Sample and Data Collection
4.2. Measure
5. Results
5.1. Empirical Models
5.2. Regression Results
5.3. Robustness Test
6. Discussion and Conclusions
6.1. Conclusions
6.2. Theoretical Contributions
6.3. Managerial Implications
6.4. Limitations and Future Research Research Ideas
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Measurement |
---|---|
Dependent Variable | |
Corporate Environmental Investment | The corporate environmental investment of listed companies from 2008 to 2017 is manually collected from the annual reports of listed companies, and the results are taken as a natural logarithm. |
Independent Variable | |
Female Board Directors | The proportion of female directors in the total number of directors. |
Moderators | |
Pollution Level | Standardized average emission of waste gas, wastewater, and waste solid in each province. |
Legal Development | A sub-index of NERI. It is measured by the average ratings of the development of market intermediaries, the legal environment of the market, and the protection of intellectual property. |
Control Variables | |
CEO Duality | If the CEO and chairman are the same people, the variable is recorded as “1”, otherwise recorded as “0”. |
Firm Size | The natural logarithm of the number of employees. |
Firm Age | The years since a corporation is established. |
Ownership Concentration | The shareholding ratio of the largest shareholder. |
State Ownership | According to the judgment of the ultimate controllers of listed companies. State-owned enterprises are recorded as “1” and private-owned enterprises as “0”. |
Industry Growth Rate | The growth rate of the average annual income of the industry compared with the previous year. |
Industrial Competition | 1 minus the Herfindahl index, in which Herfindahl index is the proportion of the company’s operating revenue to the market share of its industry. |
Mean | Std. Dev. | Median | Min | Max | No. of Obs. | |
---|---|---|---|---|---|---|
Panel A: DV & IV | ||||||
Corporate environmental investment | 9.62 | 7.10 | 13.40 | 0 | 19.40 | 3174 |
Female board directors | 0.12 | 0.11 | 0.11 | 0 | 0.6 | 3174 |
Panel B: Moderators | ||||||
Pollution Level | 0.56 | 0.90 | 0.42 | −1.34 | 2.23 | 3174 |
Legal development | 7.47 | 4.97 | 5.84 | −0.70 | 20.61 | 3174 |
Panel C: Control variables | ||||||
CEO Duality | 0.21 | 0.41 | 0 | 0 | 1 | 3174 |
Firm Size | 7.88 | 1.19 | 7.90 | 1.10 | 11.59 | 3174 |
Firm Age | 14.62 | 5.09 | 15 | 1 | 35 | 3174 |
Ownership Concentration | 36.35 | 14.84 | 35.38 | 3.89 | 95.1 | 3174 |
State Ownership | 0.05 | 0.14 | 0 | 0 | 0.84 | 3174 |
Industry Growth Rate | 0.00 | 0.02 | −0.00 | −0.07 | 0.13 | 3174 |
Industrial Competition | 0.79 | 0.27 | 0.91 | 0 | 1 | 3174 |
Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
---|---|---|---|---|---|---|---|---|---|---|---|
1.Corporate Environmental Actionst+1 | 1.00 | ||||||||||
2. Female board directorst | 0.04 * | 1.00 | |||||||||
3. Provincial pollution levelt | 0.00 | 0.10 ** | 1.00 | ||||||||
4. Legal developmentt | −0.06 ** | 0.16 ** | 0.24 ** | 1.00 | |||||||
5. CEO dualityt | 0.01 | 0.08 ** | 0.06 ** | 0.17 ** | 1.00 | ||||||
6. Firm sizet | 0.22 ** | −0.11 ** | −0.06 ** | −0.14 ** | −0.17 ** | 1.00 | |||||
7. Firm aget | 0.02 | 0.00 | −0.02 | 0.02 | −0.07 ** | 0.13 ** | 1.00 | ||||
8. Ownership concentrationt | 0.09 ** | −0.07 ** | −0.06 ** | −0.01 | −0.08 ** | 0.18 ** | −0.16 ** | 1.00 | |||
9. State ownershipt | 0.05 ** | −0.10 ** | −0.14 ** | −0.18 ** | −0.13 ** | 0.16 ** | −0.05 ** | 0.17 ** | 1.00 | ||
10. Industry growth ratet | 0.02 | 0.03 | −0.07 ** | 0.02 | −0.01 | 0.01 | 0.05 ** | −0.02 | 0.04 | 1.00 | |
11. Industrial competitiont | −0.02 | 0.01 | −0.02 | 0.05 ** | −0.00 | −0.05 * | 0.00 | −0.02 | −0.01 | 0.03 | 1.00 |
Mean | 9.62 | 0.12 | 0.56 | 7.47 | 0.21 | 7.88 | 14.62 | 36.35 | 0.05 | 0.00 | 0.79 |
Std. Dev. | 7.10 | 0.11 | 0.90 | 4.97 | 0.41 | 1.19 | 5.09 | 14.84 | 0.14 | 0.02 | 0.27 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Control Variables | |||||
CEO dualityt | 1.15 ** | 1.09 ** | 1.18 ** | 1.12 ** | 1.20 ** |
(0.31) | (0.31) | (0.31) | (0.31) | (0.31) | |
Firm sizet | 1.10 ** | 1.12 ** | 1.12 ** | 1.12 ** | 1.11 ** |
(0.11) | (0.11) | (0.11) | (0.11) | (0.11) | |
Firm aget | −0.07 * | −0.07 ** | −0.07 * | −0.07 * | −0.07 * |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Ownership concentrationt | 0.02 † | 0.02 † | 0.02 † | 0.02 † | 0.02 † |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
State ownershipt | 1.18 | 1.24 | 1.02 | 1.16 | 0.98 |
(0.92) | (0.92) | (0.92) | (0.92) | (0.92) | |
Industry growth ratet | −4.70 | −4.98 | −5.53 | −4.88 | −5.42 |
(6.58) | (6.57) | (6.55) | (6.56) | (6.54) | |
Industrial competitiont | −0.03 | −0.04 | −0.07 | −0.02 | −0.06 |
(0.47) | (0.47) | (0.47) | (0.47) | (0.47) | |
Industry and Year dummy | Yes | Yes | Yes | Yes | Yes |
Independent Variables | |||||
Pollution levelt | 0.25 † | 0.23 | 0.28 † | 0.22 | 0.27 † |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Legal developmentt | −0.02 | −0.03 | −0.04 | −0.04 | −0.05 † |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
H1: Female board directorst | 3.92 ** | 3.23 ** | 3.35 ** | 2.87 * | |
(1.15) | (1.15) | (1.16) | (1.16) | ||
Interactions | |||||
H2: Female board directorst × Provincial pollution levelt | 6.14 ** | 5.63 ** | |||
(1.30) | (1.32) | ||||
H3: Female board directorst × Legal developmentt | 0.60 ** | 0.43 * | |||
(0.21) | (0.21) | ||||
F | 12.08 | 12.11 | 12.42 | 12.05 | 12.25 |
R2 | 0.140 | 0.143 | 0.149 | 0.145 | 0.150 |
N | 3174 | 3174 | 3174 | 3174 | 3174 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Control Variables | |||||
CEO dualityt | 1.10 ** | 1.04 ** | 1.12 ** | 1.01 ** | 1.09 ** |
(0.30) | (0.30) | (0.30) | (0.30) | (0.30) | |
Firm sizet | 1.12 ** | 1.14 ** | 1.14 ** | 1.14 ** | 1.14 ** |
(0.11) | (0.11) | (0.11) | (0.11) | (0.11) | |
Firm aget | −0.07 ** | −0.07 ** | −0.07 * | −0.07 * | −0.07 * |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Ownership concentrationt | 0.01 † | 0.02 † | 0.02 † | 0.02 † | 0.02 † |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
State ownershipt | 1.26 | 1.34 | 1.15 | 1.32 | 1.11 |
(0.92) | (0.92) | (0.92) | (0.92) | (0.92) | |
Industry growth ratet | −4.64 | −4.88 | −5.38 | −4.58 | −5.05 |
(6.58) | (6.57) | (6.55) | (6.57) | (6.54) | |
Industrial competitiont | −0.03 | −0.04 | −0.07 | −0.03 | −0.06 |
(0.47) | (0.47) | (0.47) | (0.47) | (0.47) | |
Industry and Year dummy | Yes | Yes | Yes | Yes | Yes |
Independent Variables | |||||
Pollution levelt | 0.21 | 0.18 | 0.22 | 0.18 | 0.22 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Regional corruptiont | 0.03 | 0.03 | 0.03 | 0.03 | 0.03 |
(0.02) | (0.02) | (0.02) | (0.02) | (0.02) | |
H1: Female board directorst | 3.82 ** | 3.11 ** | 3.80 ** | 3.07 ** | |
(1.14) | (1.15) | (1.14) | (1.15) | ||
Interactions | |||||
H2: Female board directorst × Provincial pollution levelt | 5.97 ** | 6.11 ** | |||
(1.30) | (1.30) | ||||
H3: Female board directorst × Legal developmentt | −0.32 † | −0.37 * | |||
(0.19) | (0.19) | ||||
F | 12.11 | 12.13 | 12.41 | 11.93 | 12.23 |
R2 | 0.140 | 0.143 | 0.149 | 0.144 | 0.150 |
N | 3174 | 3174 | 3174 | 3174 | 3174 |
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Hu, L.; Yang, D. Female Board Directors and Corporate Environmental Investment: A Contingent View. Sustainability 2021, 13, 1975. https://doi.org/10.3390/su13041975
Hu L, Yang D. Female Board Directors and Corporate Environmental Investment: A Contingent View. Sustainability. 2021; 13(4):1975. https://doi.org/10.3390/su13041975
Chicago/Turabian StyleHu, Liang, and Defeng Yang. 2021. "Female Board Directors and Corporate Environmental Investment: A Contingent View" Sustainability 13, no. 4: 1975. https://doi.org/10.3390/su13041975
APA StyleHu, L., & Yang, D. (2021). Female Board Directors and Corporate Environmental Investment: A Contingent View. Sustainability, 13(4), 1975. https://doi.org/10.3390/su13041975