Green Boardroom Influence on Climate Change Target Disclosure: The Role of Eco-Conscious Investors and Corporate Environmental Attention
Abstract
1. Introduction
2. Theory, Literature, and Hypothesis
2.1. Theoretical Background
2.2. Corporate Boards and CCD
2.3. GCBs and CTD
2.4. Moderating Role of EIs
2.5. Mediating Role of CEA
3. Methodology
3.1. Sample and Data
3.2. Variables
3.2.1. Explained Variable
3.2.2. Explanatory Variable
3.2.3. Moderating Variable
3.2.4. Mediating Variable
3.2.5. Control Variables
3.3. Empirical Models
4. Results
4.1. Descriptive Results
4.2. Main Results
4.3. Moderation Results
4.4. Mediation Results
4.5. Robustness Results
4.6. Heterogeneity Results
4.7. Endogeneity Results
5. Discussion
5.1. Theoretical Implications
5.2. Policy and Practical Implications
5.3. Limitations and Future Research
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CTD | Climate change target disclosure |
| CCD | Climate change disclosure |
| EI | Eco-conscious investors |
| CEA | Corporate environmental attention |
Appendix A
| Targets | Criteria | Scores |
|---|---|---|
| Carbon mitigation targets | No targets = 0; qualitative = 2; quantitative = 4 | 0–4 |
| Other climate-related targets (i.e., energy conservation, etc.) | No targets = 0; targets disclosed = 2 | 0–2 |
| Targets to establish emission reduction measures targets | No targets = 0; qualitative = 2; quantitative = 4 | 0–4 |
| Targets related to business transformation progress towards climate change management | No targets = 0; qualitative = 2; quantitative = 4 | 0–4 |
| Total score | 0–14 |
| 1 | https://finance.sina.com.cn (accessed on 18 March 2026). |
| 2 | The following keywords are sourced: Safe Production, Protection, Exceedance, Ozone Layer, Dust Removal, Atmosphere, Low Carbon, Carbon Dioxide, Prevention and Control, Exhaust, Waste, Wastewater, Waste, Waste, Dust, Wind Energy, Boiler, Filtration, Environmental Protection, Environment, Recycling, Methane, Emission Reduction, Reduction, Reduced Consumption, Noise Reduction, Energy Efficiency, Conservation, Purification, Sustainability, Renewable, Air, Waste, Wastage, Process Re-engineering, Green, Greening, Energy, Energy Consumption, Emission Exhaust, Emissions, Destruction, Habitat, Clean, Fuel, Waste, Ecology, Biomass, Water Treatment, Acidic, Solar, Natural Gas, Soil, Desulfurization, Denitrification, Tailpipe, Greenhouse Gases, Pollution, Wastewater, Innocuous, Paperless, Species, Depletion, soot, smoke, fumes, Liquefied Petroleum Gas, Toxic, Organics, Waste Heat, Noise, Heavy Metals, Natural Resources. |
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| Variables | Symbol | Definitions |
|---|---|---|
| Dependent (Explained) variable | ||
| Climate Change Targets Disclosure | CTD | Logarithmic value plus one of the total disclosure scores based on CSMAR data. |
| Independent (Explanatory) variable | ||
| Green Corporate Boards | GCB | Ratio of independent directors with environmental background or expertise present on corporate board. |
| Moderating variable | ||
| Eco-conscious Investors | EI | Logarithmic value (plus 1) of total green investors. |
| Mediating variable | ||
| Corporate Environmental Attention | CEA | Logarithmic value of total number of keywords in MD&A section of annual reports. |
| Control variables | ||
| Firm Age | AGE | Difference between current year and establishment date of the company. |
| Firm Size | SIZE | Natural logarithm of the total employees of the company at the end of year. |
| Firm Profitability | ROA | Ratio of total profit to total assets of the company at the end of year. |
| Firm Leverage | LEVG | Ratio of total debts to total shareholders’ equity at the end of year. |
| Board Size | BSIZE | Natural logarithm of total directors of the company at the end of year. |
| Board Independence | BIND | Ratio of independent directors to total director of the company. |
| State Ownership | SOE | Dummy variable represents ‘1’ if government owned majority shares of the company and ‘0’ otherwise. |
| CEO Duality | CEOD | Dummy variable represents ‘1’ if CEO is also the chairman of the company and ‘0’ otherwise. |
| Corporate Sustainable Performance | CSP | Total sustainability performance scores of the company based on the HEXUN rankings. |
| Variables | N | Mean | SD | Min | Med | Max |
|---|---|---|---|---|---|---|
| CDT | 26,397 | 0.40 | 0.26 | 0.00 | 0.43 | 1.00 |
| GCB | 26,397 | 0.12 | 0.17 | 0.00 | 0.11 | 1.00 |
| EI | 26,397 | 0.66 | 0.85 | 0.00 | 0.00 | 4.39 |
| EI_dum | 26,397 | 0.48 | 0.50 | 0.00 | 0.00 | 1.00 |
| CEA | 26,397 | 1.97 | 0.68 | 0.00 | 1.95 | 3.85 |
| AGE | 26,397 | 8.48 | 7.22 | 0.00 | 6.00 | 27.00 |
| SIZE | 26,397 | 7.65 | 1.21 | 4.80 | 7.55 | 11.14 |
| ROA | 26,397 | 0.05 | 0.04 | 0.00 | 0.04 | 0.22 |
| LEVG | 26,397 | 0.15 | 0.26 | 0.00 | 0.04 | 1.58 |
| BSIZE | 26,397 | 2.09 | 0.28 | 0.00 | 2.20 | 2.89 |
| BIND | 26,397 | 0.38 | 0.07 | 0.19 | 0.38 | 0.80 |
| SOE | 26,397 | 0.10 | 0.30 | 0.00 | 0.00 | 1.00 |
| CEOD | 26,397 | 0.31 | 0.46 | 0.00 | 0.00 | 1.00 |
| CSP | 26,397 | 60.67 | 7.40 | 31.45 | 60.51 | 95.16 |
| Variables | (1) | (2) | (3) |
|---|---|---|---|
| CTD | CTD | CTD | |
| GCB | 0.2406 *** | 0.1761 *** | 0.1883 *** |
| (0.0090) | (0.0088) | (0.0080) | |
| AGE | 0.0031 *** | 0.0019 *** | |
| (0.0002) | (0.0002) | ||
| SIZE | 0.0352 *** | 0.0314 *** | |
| (0.0014) | (0.0013) | ||
| ROA | 0.0017 | −0.1752 *** | |
| (0.0361) | (0.0332) | ||
| LEVG | 0.0604 *** | 0.0765 *** | |
| (0.0062) | (0.0058) | ||
| BSIZE | −0.0821 *** | 0.0265 *** | |
| (0.0063) | (0.0063) | ||
| BIND | −0.1606 *** | −0.0630 *** | |
| (0.0202) | (0.0189) | ||
| SOE | 0.0278 *** | 0.0433 *** | |
| (0.0052) | (0.0047) | ||
| CEOD | −0.0129 *** | −0.0221 *** | |
| (0.0032) | (0.0030) | ||
| CSP | 0.0098 *** | 0.0080 *** | |
| (0.0002) | (0.0002) | ||
| Constant | 0.3674 *** | −0.2875 *** | −0.5293 *** |
| (0.0019) | (0.0217) | (0.0214) | |
| Sector FE | No | No | Yes |
| Year FE | No | No | Yes |
| Observations | 26,397 | 26,397 | 26,397 |
| R-squared | 0.02 | 0.19 | 0.31 |
| Variables | (1) | (2) |
|---|---|---|
| CTD | CTD | |
| GCB | 0.1600 *** | 0.1582 *** |
| (0.0108) | (0.0121) | |
| EI | 0.0139 *** | |
| (0.0022) | ||
| GCB × EI | 0.0244 *** | |
| (0.0086) | ||
| EI_dum | 0.0135 *** | |
| (0.0034) | ||
| GCB × EI_dum | 0.0475 *** | |
| (0.0160) | ||
| Constant | −0.4992 *** | −0.5137 *** |
| (0.0216) | (0.0215) | |
| Controls | Included | Included |
| Sector FE | Yes | Yes |
| Year FE | Yes | Yes |
| Observations | 26,397 | 26,397 |
| R-squared | 0.32 | 0.31 |
| Variables | (1) | (2) |
|---|---|---|
| CEA | CTD | |
| GCB | 0.8841 *** | 0.0721 *** |
| (0.0228) | (0.0076) | |
| CEA | 0.1315 *** | |
| (0.0021) | ||
| Constant | 0.7276 *** | −0.6250 *** |
| (0.0568) | (0.0198) | |
| Controls | Included | Included |
| Sector FE | Yes | Yes |
| Year FE | Yes | Yes |
| Observations | 26,397 | 26,397 |
| R-squared | 0.21 | 0.41 |
| Variables | Alternate Proxy for GCB | Alternate Proxy for CDT | First Lag of CTD | Second Lag of CTD |
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| CTD | CTD_log | CTD(t+1) | CTD(t+2) | |
| GCB | 0.0237 *** | 0.5471 *** | 0.1743 *** | 0.1590 *** |
| (0.0010) | (0.0217) | (0.0087) | (0.0091) | |
| Constant | −0.4948 *** | −0.9485 *** | −0.5622 *** | −0.5171 *** |
| (0.0215) | (0.0641) | (0.0228) | (0.0242) | |
| Controls | Included | Included | Included | Included |
| Sector FE | Yes | Yes | Yes | Yes |
| Year FE | Yes | Yes | Yes | Yes |
| Observations | 26,397 | 26,397 | 20,158 | 16,938 |
| R-squared | 0.31 | 0.24 | 0.28 | 0.25 |
| Variables | Sector Sensitivity | Sustainable Performance | ||
|---|---|---|---|---|
| High | Low | High | Low | |
| (1) | (2) | (3) | (4) | |
| CTD | CTD | CTD | CTD | |
| GCB | 0.2577 *** | 0.1719 *** | 0.1723 *** | 0.2203 *** |
| (0.0159) | (0.0093) | (0.0101) | (0.0131) | |
| Constant | −0.6500 *** | −0.4656 *** | −0.0966 *** | −0.5693 *** |
| (0.0530) | (0.0235) | (0.0278) | (0.0365) | |
| Controls | Included | Included | Included | Included |
| Sector FE | No | No | Yes | Yes |
| Year FE | Yes | Yes | Yes | Yes |
| Observations | 4554 | 21,843 | 13,247 | 13,150 |
| R-squared | 0.31 | 0.28 | 0.26 | 0.25 |
| Variables | Lag of GCB | Two-Stage Least Squares | Heckman | DID Estimation | |
|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | |
| CTD | GCB | CTD | CTD | CTD | |
| lag_GCB | 0.1840 *** | 0.9417 *** | |||
| (0.0091) | (0.0039) | ||||
| GCB | 0.1954 *** | 0.1884 *** | |||
| (0.0097) | (0.0080) | ||||
| MILLS | 0.0396 * | ||||
| (0.0217) | |||||
| DID | 0.0150 *** | ||||
| (0.0036) | |||||
| Constant | −0.5307 *** | −0.0131 | −0.5282 *** | −0.5936 *** | −0.5347 *** |
| (0.0238) | (0.0123) | (0.0240) | (0.0420) | (0.0216) | |
| Controls | Included | Included | Included | Included | Included |
| Sector FE | Yes | Yes | Yes | Yes | Yes |
| Time FE | Yes | Yes | Yes | Yes | Yes |
| Observations | 20,158 | 20,158 | 20,158 | 26,397 | 26,397 |
| R-squared | 0.3127 | 0.8453 | 0.3119 | 0.3122 | 0.2984 |
| Kleibergen-Paap rk LM statistic | 1860.439 | ||||
| Cragg-Donald Wald F statistic | 110,000 | ||||
| Kleibergen-Paap rk Wald F statistic | 57,000 | ||||
| Stock-Yogo weak ID test critical values: 10% maximal IV size | 16.38 | ||||
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Khalid, F.; Toumi, F.; Voinea, C.L. Green Boardroom Influence on Climate Change Target Disclosure: The Role of Eco-Conscious Investors and Corporate Environmental Attention. J. Risk Financ. Manag. 2026, 19, 325. https://doi.org/10.3390/jrfm19050325
Khalid F, Toumi F, Voinea CL. Green Boardroom Influence on Climate Change Target Disclosure: The Role of Eco-Conscious Investors and Corporate Environmental Attention. Journal of Risk and Financial Management. 2026; 19(5):325. https://doi.org/10.3390/jrfm19050325
Chicago/Turabian StyleKhalid, Fahad, Fadoua Toumi, and Cosmina L. Voinea. 2026. "Green Boardroom Influence on Climate Change Target Disclosure: The Role of Eco-Conscious Investors and Corporate Environmental Attention" Journal of Risk and Financial Management 19, no. 5: 325. https://doi.org/10.3390/jrfm19050325
APA StyleKhalid, F., Toumi, F., & Voinea, C. L. (2026). Green Boardroom Influence on Climate Change Target Disclosure: The Role of Eco-Conscious Investors and Corporate Environmental Attention. Journal of Risk and Financial Management, 19(5), 325. https://doi.org/10.3390/jrfm19050325

