Investigating the Factors That Determine the ESG Disclosure Practices in Europe
Abstract
:1. Introduction
2. Literature Review
2.1. Importance of ESG Disclosure
2.2. EU Context of Sustainability
3. Theoretical Framework and Hypothesis Development
3.1. Theoretical Framework
3.2. Hypothesis Development
3.2.1. Board CSR Orientation
3.2.2. Board CSR Strategy
3.2.3. Global Reporting Initiative
3.2.4. Country–Cultural Dimensions
4. Research Methodology
4.1. Sample and Data
4.2. Dependent Variables
4.3. Independent Variables
4.4. Control Variables
5. Results
5.1. Descriptive Statistics
5.2. Regression Results and Discussion
5.2.1. Board CSR Orientation (H1)
5.2.2. Board CSR Strategy (H2)
5.2.3. Global Reporting Initiative (H3)
5.2.4. Country–cultural Dimensions (H4)
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Country | Number of Companies |
---|---|
Austria | 23 |
Belgium | 2 |
Czech Republic | 2 |
Denmark | 37 |
Finland | 28 |
France | 83 |
Germany | 82 |
Greece | 21 |
Hungary | 3 |
Ireland | 41 |
Italy | 47 |
Luxembourg | 15 |
The Netherlands | 49 |
Norway | 16 |
Poland | 20 |
Portugal | 7 |
Russia | 28 |
Spain | 46 |
Sweden | 56 |
Switzerland | 83 |
United Kingdom | 94 |
Total 21 | 784 |
Variable | Definition | Details of Data Sources |
---|---|---|
ESGD | Bloomberg’s environmental, social, and governance dataset. The combination of the three pillars. | Bloomberg and [8] |
ED | The environmental disclosure score obtained from Bloomberg | Bloomberg and [8,20] |
SD | The social disclosure score obtained from Bloomberg | Bloomberg and [8,20] |
GD | The governance disclosure score obtained from Bloomberg. | Bloomberg and [8,20] |
B_ORINT | The total score 0–3, the total of if there is an audit committee financial expertise present, board independence, and board gender diversity. A score of 0 is given if the firm has none of these characteristics, and a score of 3 is given if all 3 characteristics are seen. | Bloomberg and [12] |
B_STRAT | A strategy score that reflects the practice of a company to communicate that it integrates the economic, social, and environmental dimensions into its daily decision making. | Refinitiv Eikon ASSET4 database and [11] |
GRI | A dummy variable coded 1 if the firm is following the Global Reporting Initiative and 0 if the firm is not following the Global Reporting Initiative. GRI is a set of international standards that help organizations understand their impact on the environment, economy, and people. | Bloomberg and [12] |
INDIV | A dummy variable coded 1 if the country is collectivist and 0 if it is from an individualist country. Collectivism refers to societies where the society is integrated into strong cohesive groups throughout their lifetimes. Individualism pertains to societies where ties between individuals are loose; people within the society look after themselves and their immediate family. | [77,86] |
MAS | A dummy variable coded 1 if the country is feminine and 0 if it comes from a masculine country. Masculinity represents a society in which social gender roles are distinct, where men are supposed to be assertive and focus on material success. Women are supposed to be more modest and concern themselves with quality of life. Femininity stands for a society in which these social genders overlap, and both men and women are supposed to be modest and concerned with quality of life. | [77,86] |
UAI | A dummy variable coded 1 if the country has low uncertainty avoidance and 0 if there is high uncertainty avoidance. Uncertainty avoidance reflects the degree to which a culture embraces the uncertainty of the future. Low uncertainty avoidance societies maintain a more relaxed attitude, in which practice counts more than principles. Countries with a high uncertainty avoidance index maintains rigid codes of ethical behavior | [77,86] |
CSR_COM | A dummy variable coded 1 if there is a CSR committee present, and 0 if no CSR committee is present. The CSR committee is an advisory committee to the board and management on policies and strategies that affect the social responsibility of firms. | Bloomberg and [12] |
B_SIZE | The total number of directors on the board each year. | Bloomberg and [12] |
B_MEET | The number of board meetings that take place in a year | Bloomberg and [12] |
TQ | The ratio between the market value of physical assets and the replacement value. | Refinitiv Eikon ASSET4 database and [87] |
ENFORCE | A measure of regulatory enforcement activities in the audit environment. Consider measures of economic growth and capital market development. | Worldwide Governance Indicators and [88] |
REG_QUALITY | The perception of the ability of the government to formulate and implement sound policies and promote the development of the private sector. Scores range from approximately −2.5 for weak performance and 2.5 for strong governance performance. | Worldwide Governance Indicators and [88] |
Variable | Mean | Min. | Max. | SD |
---|---|---|---|---|
ESG | 48 | 5.4 | 72 | 12 |
ED | 41 | 2.3 | 74 | 14 |
SD | 52 | 3.5 | 82 | 13 |
GD | 63 | 23 | 82 | 8.4 |
B_ORINT | 2.6 | 0 | 3 | 0.61 |
B_STRAT | 7.6 | 0 | 12 | 3.7 |
GRI | 0.66 | 0 | 1 | 0.47 |
INDIV | 0.065 | 0 | 1 | 0.25 |
MAS | 0.81 | 0 | 1 | 0.39 |
UAI | 0.15 | 0 | 1 | 0.36 |
CSR_Com | 0.39 | 0 | 1 | 0.49 |
B_SIZE | 13 | 4 | 25 | 3.7 |
B_MEET | 9.3 | 2 | 38 | 3.5 |
TQ | 12 | 0.23 | 57 | 33 |
ENFORCE | 17 | 12 | 22 | 2.9 |
REG_QUALITY | 1.4 | 0.63 | 2 | 0.31 |
ESGD | ED | SD | GD | B_ORINT | B_STRAT | INDIV | MAS | UAI | B_SIZE | B_MEET | TQ | ENFORCE | REG_QUALITY | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ESGS | 1 | |||||||||||||
ED | 0.921 *** | 1 | ||||||||||||
SD | 0.701 *** | 0.554 *** | 1 | |||||||||||
GD | 0.579 *** | 0.448 *** | 0.291 *** | 1 | ||||||||||
B_ORINT | 0.120 *** | 0.135 *** | 0.021 | 0.249 *** | 1 | |||||||||
B_STRAT | 0.437 *** | 0.394 *** | 0.229 *** | 0.335 *** | 0.254 *** | 1 | ||||||||
INDIV | 0.165 *** | 0.163 *** | 0.125 *** | 0.081 ** | −0.049 | 0.042 | 1 | |||||||
MAS | 0.285 *** | 0.236 *** | 0.293 *** | −0.063 * | −0.196 *** | −0.014 | −0.099 *** | 1 | ||||||
UAI | −0.173 *** | −0.148 *** | −0.264 *** | −0.092 *** | 0.165 *** | 0.025 | −0.110 *** | −0.342 *** | 1 | |||||
B_SIZE | 0.266 *** | 0.257 *** | 0.349 *** | 0.108 *** | 0.028 | 0.093 *** | 0.114 *** | 0.002 | −0.224 *** | 1 | ||||
B_MEET | 0.008 | 0.009 | 0.016 | −0.012 | 0.052 | 0.065 ** | −0.021 | 0.045 | 0.198 *** | 0.054 * | 1 | |||
TQ | 0.066 ** | 0.096 *** | 0.035 | −0.044 | 0.034 | 0.029 | −0.055 * | 0.05 | 0.032 | −0.009 | 0.013 | 1 | ||
ENFORCE | −0.017 | −0.034 | 0.053 * | 0.074 ** | 0.154 *** | 0.155 *** | −0.136 *** | −0.2722 *** | 0.159 *** | −0.306 *** | 0.149 *** | 0.017 | 1 | |
REG_QUALITY | −0.075 ** | −0.075 ** | −0.188 *** | 0.053 * | 0.260 *** | 0.210 *** | −0.171 *** | −0.192 *** | 0.430 *** | −0.554 *** | 0.130 *** | 0.067 *** | 0.483 *** | 1 |
VARIABLES | ESG | ED | SD | GD |
---|---|---|---|---|
B_ORINT | 0.0306 ** | 0.0564 ** | −0.0281 | 0.0456 *** |
[1.996] | [2.443] | [−1.041] | [5.405] | |
B_STRAT | 0.0322 *** | 0.0400 *** | 0.0059 | 0.0112 *** |
[12.40] | [10.22] | [1.292] | [7.846] | |
GRI | 0.0487 ** | 0.0727 ** | −0.00354 | −0.00614 |
[2.302] | [2.279] | [−0.0951] | [−0.526] | |
INDIV | 0.199 *** | 0.285 *** | 0.158 ** | 0.0299 |
[5.491] | [5.225] | [2.472] | [1.500] | |
MAS | 0.290 *** | 0.386 *** | 0.422 *** | −0.0176 |
[10.54] | [9.313] | [8.722] | [−1.162] | |
UAI | 0.00451 | −0.00997 | −0.106 ** | −0.0497 *** |
[0.155] | [−0.227] | [−2.072] | [−3.098] | |
CSR_Com | 0.0337 * | 0.0962 *** | −0.131 *** | 0.00555 |
[1.661] | [3.142] | [−3.674] | [0.496] | |
B_SIZE | 0.0166 *** | 0.0242 *** | 0.0499 *** | 0.00287 |
[5.171] | [4.989] | [8.817] | [1.619] | |
B_MEET | −0.00758 *** | −0.0145 *** | −0.00573 | −0.00146 |
[−2.842] | [−3.607] | [−1.219] | [−0.991] | |
TQ | 0.000204 | 0.000608 | 0.000454 | −0.000258 * |
[0.770] | [1.524] | [0.974] | [−1.766] | |
ENFORCE | 0.0173 *** | 0.0277 *** | 0.0496 *** | 0.0014 |
[4.663] | [4.960] | [7.603] | [0.683] | |
REG_QUALITY | −0.0435 | −0.0534 | −0.0439 | 0.00101 |
[−1.018] | [−0.829] | [−0.583] | [0.0428] | |
Constant | 2.718 *** | 2.077 *** | 2.170 *** | 3.833 *** |
[26.50] | [13.42] | [12.01] | [67.78] | |
Observations | 930 | 930 | 930 | 930 |
R-squared | 0.414 | 0.371 | 0.242 | 0.205 |
Year Fixed effect | Yes | Yes | Yes | Yes |
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© 2023 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 (https://creativecommons.org/licenses/by/4.0/).
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Helfaya, A.; Morris, R.; Aboud, A. Investigating the Factors That Determine the ESG Disclosure Practices in Europe. Sustainability 2023, 15, 5508. https://doi.org/10.3390/su15065508
Helfaya A, Morris R, Aboud A. Investigating the Factors That Determine the ESG Disclosure Practices in Europe. Sustainability. 2023; 15(6):5508. https://doi.org/10.3390/su15065508
Chicago/Turabian StyleHelfaya, Akrum, Rebecca Morris, and Ahmed Aboud. 2023. "Investigating the Factors That Determine the ESG Disclosure Practices in Europe" Sustainability 15, no. 6: 5508. https://doi.org/10.3390/su15065508
APA StyleHelfaya, A., Morris, R., & Aboud, A. (2023). Investigating the Factors That Determine the ESG Disclosure Practices in Europe. Sustainability, 15(6), 5508. https://doi.org/10.3390/su15065508