ESG Disclosure and the Cost of Capital: Is There a Ratcheting Effect over Time?
Abstract
:1. Introduction
2. Theoretical Framework: The Impact of ESG Disclosure on Firm Risk
2.1. Environmental Disclosure and Firm Risk
2.2. Social Disclosure and Firm Risk
2.3. Governance Disclosure and Firm Risk
3. Sample Selection, Variable Measurement, and Empirical Methodology
3.1. Sample
3.2. Variable Measurement
3.2.1. Dependent Variable: The Cost of Capital
- COK: the cost of capital estimated through the weighted average cost of capital model.
- COE: the cost of equity.
- COD: the cost of debt.
- Equity: the market value of firm equity.
- Debt: the market value of firm debt.
- t: the effective corporate tax rate.
3.2.2. Independent Variable: ESG Disclosure
3.3. Control Variables
3.4. Empirical Methodology
4. Empirical Results
4.1. Descriptive Statistics
4.2. Multivariate Analysis: Impact of ESG Disclosure on the Cost of Capital
4.3. Robustness Checks
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variables | Definition | Expected Sign | Measurements |
---|---|---|---|
COK | Cost of capital | The weighted average cost of capital | |
ENV_SC | Environmental disclosure | +/− | Equal to 1 if the firm disclosure score is higher than the median score for the current year, and zero otherwise |
SOC_SC | Social disclosure | +/− | |
GOV_SC | Governance disclosure | +/− | |
LVRG | Financial leverage | + | Long-term debt/total assets |
SIZE | Size | − | The logarithm of total assets |
PROFI | Firm’s return on assets | − | Operation income before depreciation/total assets |
INF_ASY | Market to book ratio | + | The market value of equity/the book value of equity |
FCF | Free cash flows | + | (Operating income before depreciation − interest expense − total taxes − dividends)/total assets |
FIRM_AGE | Firm age | − | Years since the company’s incorporation date |
Variables | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|
COK | 0.076 | 0.401 | 0 | 1 |
ENV_SC | 0.613 | 0.202 | 0 | 1 |
SOC_SC | 0.313 | 0.202 | 0.002 | 0.689 |
GOV_SC | 0.505 | 0.613 | 0 | 1 |
LVRG | 0.264 | 0.18 | 0 | 0.878 |
SIZE | 7.616 | 1.434 | 3.655 | 15.62 |
PROFI | 0.076 | 0.072 | −0.614 | 0.721 |
INF_ASY | 1.931 | 76.68 | 0.314 | 15.438 |
FCF | 0.107 | 0.073 | −0.492 | 0.684 |
FIRM_AGE | 81.03 | 55.64 | 8 | 224 |
Panel A: COK–environmental disclosure relationship | ||||||
---|---|---|---|---|---|---|
Time period | ||||||
2011–2014 | 2011–2015 | 2011–2016 | 2011–2017 | 2011–2018 | 2011–2019 | |
ENV_SC | −0.06 *** | −0.0431 *** | −0.046 ** | −0.057 * | 0.027 | 0.053 |
LVRG | 0.043 ** | 0.044 ** | 0.041 *** | 0.033 | 0.021 *** | 0.067 *** |
SIZE | −0.022 *** | −0.021 *** | −0.011 *** | −0.012 *** | 0.024 *** | −0.014 *** |
PROFI | −0.007 *** | −0.003 | −0.002 *** | −0.003 *** | −0.024 *** | −0.006 *** |
INF_ASY | 0.015 ** | 0.021 | 0.021 | 0.004 | 0.02 | 0.003 |
FCF | 0.021 ** | 0.014 ** | 0.014 | 0.011 | 0.05 *** | 0.022 |
FIRM_AGE | −0.02 | −0.013 | −0.013 | −0.012 ** | −0.049 *** | −0.023 *** |
Industry FE | YES | YES | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES | YES | YES |
R-squared | 0.185 | 0.177 | 0.196 | 0.209 | 0.311 | 0.326 |
Number of Observations | 1701 | 2133 | 2569 | 3002 | 3429 | 3851 |
Panel B: COK–social disclosure relationship | ||||||
Time period | ||||||
2011–2014 | 2011–2015 | 2011–2016 | 2011–2017 | 2011–2018 | 2011–2019 | |
SOC_SC | 0.061 * | 0.034 ** | 0.041 ** | 0.03 ** | 0.044 *** | 0.05 *** |
LVRG | 0.044 | 0.041 ** | 0.045 ** | 0.049 * | 0.068 | 0.074 |
SIZE | −0.001 ** | −0.001 ** | −0.002 ** | −0.003 *** | −0.004 *** | −0.005 *** |
PROFI | −0.013 *** | −0.006 *** | −0.011 *** | −0.018 *** | −0.044 *** | −0.036 *** |
INF_ASY | 0.014 *** | 0.02 *** | 0.002 *** | 0.002 *** | 0.003 | 0.023 |
FCF | −0.014 | −0.007 | −0.01 | −0.016 | −0.044 | −0.036 |
FIRM_AGE | −0.007 | −0.003 | −0.001 | −0.009 ** | −0.006 ** | −0.011 ** |
Industry FE | YES | YES | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES | YES | YES |
R-squared | 0.144 | 0.165 | 0.184 | 0.211 | 0.259 | 0.363 |
Number of Observations | 1701 | 2133 | 2569 | 3002 | 3429 | 3851 |
Panel C: COK–governance disclosure relationship | ||||||
Time period | ||||||
2011–2014 | 2011–2015 | 2011–2016 | 2011–2017 | 2011–2018 | 2011–2019 | |
GOV_SC | −0.073 * | −0.055 * | 0.072 ** | 0.074 *** | 0.074 *** | 0.073 *** |
LVRG | 0.053 *** | 0.045 *** | 0.043 | 0.05 | 0.067 | 0.074 |
SIZE | −0.002 ** | −0.001 ** | −0.003 ** | −0.003 *** | −0.004 *** | −0.005 *** |
PROFI | −0.003 * | −0.004 * | −0.001 ** | −0.007 *** | −0.005 *** | −0.011 *** |
INF_ASY | −0.008 | −0.002 | −0.006 | −0.007 | −0.009 | −0.016 |
FCF | −0.02 *** | −0.009 *** | 0.039 *** | −0.017 *** | −0.039 *** | −0.036 *** |
FIRM_AGE | −0.024 | -0.013 | −0.042 | −0.014 *** | −0.042 ** | −0.034 |
Industry FE | YES | YES | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES | YES | YES |
R-squared | 0.159 | 0.155 | 0.196 | 0.206 | 0.355 | 0.361 |
Number of Observations | 1701 | 2133 | 2569 | 3002 | 3429 | 3851 |
COK t + 1 | GMM | |||||
---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | |
ENV_SC | −0.012 | 0.097 | ||||
SOC_SC | 0.023 ** | 0.039 *** | ||||
GOV_SC | 0.016 *** | 0.074 *** | ||||
LVRG | 0.072 | 0.064 | 0.074 | 0.051 | 0.02 | 0.053 |
SIZE | 0.027 | 0.032 | 0.026 | −0.004 | 0.004 | −0.002 |
PROFI | −0.016 *** | −0.002 *** | −0.014 *** | −0.014 *** | −0.006 ** | −0.013 ** |
INF_ASY | −0.036 *** | −0.004 *** | −0.044 *** | −0.032 ** | −0.019 * | −0.032 ** |
FCF | −0.012 * | −0.006 * | −0.047 * | −0.026 | −0.007 | −0.025 |
FIRM_AGE | 0.071 | −0.013 * | −0.045 | −0.04 | −0.007 | −0.038 * |
COKt-1 | 0.012 *** | 0.023 *** | 0.016 *** | |||
Year FE | YES | YES | YES | YES | YES | YES |
Industry FE | YES | YES | YES | YES | YES | YES |
R-squared | 0.326 | 0.311 | 0.209 | |||
Number of Observations | 3429 | 3429 | 3429 | 3429 | 3429 | 3429 |
AR(2) p-value | 0.455 | 0.326 | 0.232 | |||
Hansen Test p-value | 0.265 | 0.881 | 0.987 |
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Khanchel, I.; Lassoued, N. ESG Disclosure and the Cost of Capital: Is There a Ratcheting Effect over Time? Sustainability 2022, 14, 9237. https://doi.org/10.3390/su14159237
Khanchel I, Lassoued N. ESG Disclosure and the Cost of Capital: Is There a Ratcheting Effect over Time? Sustainability. 2022; 14(15):9237. https://doi.org/10.3390/su14159237
Chicago/Turabian StyleKhanchel, Imen, and Naima Lassoued. 2022. "ESG Disclosure and the Cost of Capital: Is There a Ratcheting Effect over Time?" Sustainability 14, no. 15: 9237. https://doi.org/10.3390/su14159237
APA StyleKhanchel, I., & Lassoued, N. (2022). ESG Disclosure and the Cost of Capital: Is There a Ratcheting Effect over Time? Sustainability, 14(15), 9237. https://doi.org/10.3390/su14159237