Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Women on the Board
2.2. Independent Directors
2.3. Board Size
2.4. Board Meetings
2.5. CSR Sustainability Committee
3. Research Methodology
3.1. Sample Selection and Data Sources
3.2. Dependent Variable
3.3. Independent Variables
3.4. Methodology
4. Empirical Results and Discussion
4.1. Descriptive Statistics
4.2. Correlation Results
4.3. Regression Results and Discussion
4.4. Robustness Tests
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Name of Variable (Acronym) | Measurement | Expected Relationship with ESG SCORE | Sources |
---|---|---|---|
Women on the board of directors (WOMEN BOD) | Total number of women on the board of directors divided by the total number of board members | Non-linear | Rao et al. [7] Barako and Brown [15] Rupley et al. [32] |
Critical mass of women on the board of directors (MASS WB) | Dummy variable that is equal to 1 if boards have at least three women, 0 otherwise | Positive | Post et al. [6] Fernandez-Feijoo et al. [49,50] Liu [37] Ben-Amar et al. [53] Shoham et al. [54] |
Board independence (BOARD INDEP) | Percentage of independent board members divided by the total number of board members | Positive/Negative | Ahmed et al. [60] Chau and Gray [63] Lim et al. [65] |
Board size (BOARD SIZE) | Total number of directors on the bank’s board | Positive | Jensen [73] De Andres et al. [74] Laksmana [76] |
Board meetings (BOARD MEET) | Number of board meetings per year | Positive | Laksmana [76] Lipton and Lorsch [90] Conger et al. [91] |
CSR sustainability committee (CSR COM) | Dummy variable that is equal to 1 if the bank has a CSR sustainability committee, 0 otherwise | Positive | Hussain et al. [94] Liao et al. [96] |
Background and skills (BACK SKILLS) | Dummy variable that is equal to 1 if the bank describes the professional experience or skills of every board member or provides information about the age of individual board members, 0 otherwise | Positive | BCBS [2] |
Bank size (BANK SIZE) | Total assets (Euro) of the bank | Positive | Setó-Pamies [9] Helfaya and Moussa [12] |
Return on equity (ROE) | Bank’s net income divided by the value of its total shareholders’ equity | Positive/Negative | Setó-Pamies [9] Helfaya and Moussa [12] |
Leverage (LEV) | Tier 1 Capital as percentage of total assets (proxy for the Basel 3 leverage ratio) | Positive | Helfaya and Moussa [12] |
GDP per capita, PPP (GDP) | Gross Domestic Product (GDP) per capita based on purchasing power parity (PPP) | Positive/Negative | Fernandez-Feijoo et al. [50] Hu and Scholtens [107] |
Variable | Mean | Standard Deviation | Minimum | Maximum |
---|---|---|---|---|
ESG SCORE | 0.608 | 0.237 | 0.097 | 1 |
WOMEN BOD | 0.197 | 0.111 | 0 | 0.540 |
MASS WB | 0.493 | 0.501 | 0 | 1 |
BOARD INDEP | 0.609 | 0.273 | 0 | 1 |
BOARD SIZE | 14.148 | 4.674 | 6 | 30 |
BOARD MEET | 12.406 | 6.587 | 4 | 60 |
CSR COMM | 0.594 | 0.492 | 0 | 1 |
BACK SKILLS | 0.842 | 0.365 | 0 | 1 |
BANK SIZE | 320,200,000 | 515,500,000 | 1,093,000 | 2,211,000,000 |
ROE | −0.009 | 0.577 | −6.873 | 0.356 |
LEV | 0.076 | 0.032 | 0.015 | 0.216 |
GDP | 44,902.697 | 10,444.942 | 22,729.184 | 67,974.164 |
Variable | ESG SCORE | WOMEN BOD | MASS WB | BOARD INDEP | BOARD SIZE | BOARD MEET | CSR COMM | BACK SKILLS | BANK SIZE | ROE | LEV | GDP |
---|---|---|---|---|---|---|---|---|---|---|---|---|
ESG SCORE | 1 | |||||||||||
WOMEN BOD | 0.47 *** | 1 | ||||||||||
MASS WB | 0.47 *** | 0.72 *** | 1 | |||||||||
BOARD INDEP | −0.01 | 0.11 ** | 0.01 | 1 | ||||||||
BOARD SIZE | 0.19 *** | −0.07 | 0.30 *** | −0.27 *** | 1 | |||||||
BOARD MEET | 0.02 | −0.06 | −0.04 | −0.10 ** | 0.08 | 1 | ||||||
CSR COMM | 0.66 *** | 0.32 *** | 0.30 *** | −0.04 | 0.15 *** | 0.06 | 1 | |||||
BACK SKILLS | −0.08 * | 0.03 | −0.16 *** | 0.31 *** | −0.47 *** | −0.31 *** | −0.14 *** | 1 | ||||
BANK SIZE | 0.56 *** | 0.44 *** | 0.39 *** | 0.07 | 0.13 *** | −0.02 | 0.43 *** | 0.05 | 1 | |||
ROE | 0.01 | 0.11 ** | 0.08 | 0.12 ** | −0.11 ** | −0.26 *** | −0.06 | 0.22 *** | 0.004 | 1 | ||
LEV | 0.22 *** | −0.15 *** | −0.19 *** | 0.36 *** | −0.21 *** | −0.13 ** | −0.32 *** | 0.22 *** | −0.36 *** | 0.21 *** | 1 | |
GDP | −0.21 *** | 0.12 ** | −0.06 | 0.45 *** | −0.42 *** | −0.24 *** | −0.15 *** | 0.44 *** | −0.07 | 0.17 *** | 0.17 *** | 1 |
Model | (A) | (B) | (C) |
---|---|---|---|
Coefficient (Robust SE) | Coefficient (Robust SE) | Coefficient (Robust SE) | |
WOMEN BOD (lag) | 0.166 * (0.089) | 0.298 ** (0.140) | 0.446 ** (0.184) |
MASS WB (lag) | 0.073 * (0.038) | ||
WOMEN BOD X MASS WB (lag) | −0.315 * (0.161) | ||
WOMEN BOD ^2 (lag) | −0.693 * (0.361) | ||
BOARD INDEP (lag) | −0.055 * (0.030) | −0.059 ** (0.029) | −0.062 ** (0.030) |
BOARD SIZE (lag, log) | 0.076 ** (0.038) | 0.053 (0.036) | 0.066 * (0.036) |
BOARD MEET (lag, log) | 0.013 (0.017) | 0.013 (0.016) | 0.012 (0.016) |
CSR COMM (lag) | 0.033 (0.022) | 0.038 * (0.022) | 0.036 * (0.022) |
BACK SKILLS ((lag) | 0.033 ** (0. 014) | 0.035 *** (0. 013) | 0.035 ** (0. 014) |
BANK SIZE (lag, log) | 0.110 *** (0.037) | 0.115 *** (0.037) | 0.113 *** (0.038) |
ROE (lag) | 0.014 *** (0.005) | 0.014 *** (0.005) | 0.015 *** (0.005) |
LEV (lag) | 0.390 (0.739) | 0.409 (0.753) | 0.333 (0.741) |
GDP (lag, log) | 0.014 (0.151) | 0.009 (0.137) | 0.005 (0.147) |
Observations | 406 | 406 | 406 |
Groups | 108 | 108 | 108 |
Year dummies χ2 | 10.39 *** | 9.48 *** | 9.28 *** |
RegressionF | 18.71 *** | 15.67 *** | 17.31 *** |
Model | (All) | (US) | (Europe) |
---|---|---|---|
Coefficient (Robust SE) | Coefficient (Robust SE) | Coefficient (Robust SE) | |
WOMEN BOD (lag) | 0.446 ** (0.184) | 0.357 (0.228) | 0.552 *** (0.189) |
WOMEN BOD^2 (lag) | −0.693 * (0.361) | −0.481 (0.457) | −0.664 * (0.365) |
BOARD INDEP (lag) | −0.062 ** (0.030) | −0.007 (0.027) | −0.110 *** (0.033) |
BOARD SIZE (lag, log) | 0.066 * (0.036) | 0.008 (0.03) | 0.114 ** (0.047) |
BOARD MEET (lag, log) | 0.012 (0.016) | −0.016 (0. 010) | 0.032 (0.021) |
CSR COMM (lag) | 0.036 * (0.022) | −0.027 (0.019) | 0.049 ** (0.022) |
BACK SKILLS (lag) | 0.035 ** (0.014) | - | 0.043 *** (0.016) |
BANK SIZE (lag, log) | 0.113 *** (0.038) | 0.023 (0.059) | −0.039 (0.066) |
ROE (lag) | 0.015 *** (0.005) | 0.073 (0.068) | 0.019 *** (0.005) |
LEV (lag) | 0.333 (0.741) | −0.348 (0.751) | 0.189 (1.085) |
GDP (lag, log) | 0.005 (0.147) | 13.944 *** (2.775) | −0.004 (0.150) |
Observations | 406 | 153 | 253 |
Groups | 108 | 42 | 66 |
Year dummies χ * | 9.28 *** | 15.44 *** | 4.63 *** |
Regression F | 17.31 *** | 166.30 *** | 6.94 *** |
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Birindelli, G.; Dell’Atti, S.; Iannuzzi, A.P.; Savioli, M. Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System. Sustainability 2018, 10, 4699. https://doi.org/10.3390/su10124699
Birindelli G, Dell’Atti S, Iannuzzi AP, Savioli M. Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System. Sustainability. 2018; 10(12):4699. https://doi.org/10.3390/su10124699
Chicago/Turabian StyleBirindelli, Giuliana, Stefano Dell’Atti, Antonia Patrizia Iannuzzi, and Marco Savioli. 2018. "Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System" Sustainability 10, no. 12: 4699. https://doi.org/10.3390/su10124699
APA StyleBirindelli, G., Dell’Atti, S., Iannuzzi, A. P., & Savioli, M. (2018). Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System. Sustainability, 10(12), 4699. https://doi.org/10.3390/su10124699