Can ESG Strategies Drive Firm Value Growth in the MENA Region?
Abstract
1. Introduction
- Is there a significant relationship between ESG scores and firm value in the MENA region?
- Does the relationship between ESG scores and firm value vary across measures, industries, and countries within the MENA region?
2. Literature Review and Hypothesis Development
2.1. Literature on Corporate Sustainability Performance and Financial Performance
2.2. Literature on ESG Performance Measurement
2.3. Literature on ESG and Firm Value
2.4. Hypothesis Development
3. Data and Methodology
3.1. Data
3.2. Measurement of Variables
3.3. Research Model
4. Results and Discussion
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Regression Analysis
4.4. Discussion
4.5. Robustness Test
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Author/Year/Journal | Title | Context | Variables/Measures | Findings | Viewpoint |
---|---|---|---|---|---|
Ibrahim & Wahba [59] International Journal of Business and Management Studies. | The Effect of Corporate Social Responsibility on the Firm’s Financial Performance. | Egypt (2007–2010) | CSR: S&P/EGX ESG Index. Financial Performance: ROA and EPS. | There is a positive significant relation between corporate financial performance and the CSR. | Positive |
Eldomiaty et al. [60] International Journal of Social Economics. | The financial aspects of the corporate responsibility index in Egypt: A quantitative approach to institutional economics. | Egypt (2007–2010) | CSR: CSR Index. Financial Performance: Fundamental Financial Ratios. | CSR positively impacts firms’ financial performance in terms of customer loyalty and sales turnover. | Positive |
Ahmed [61] Journal of Accounting Research, Department of Accounting, Faculty of Commerce, Tanta University. | Are corporate social and environmental responsibility, firm performance, and value mutually exclusive? Evidence from Egypt. | Egypt (2014) | ESG: Dummy Variable for S&P/EGX ESG Inclusion. Firm Value: ROA and Tobin’s Q. | There is a positive relationship between ESG and firm value. | Positive |
Genedy and Sakr [62] International Journal of Business and Economic Development. | The relationship between Corporate Social Responsibility and Corporate Financial Performance in developing countries. Case of Egypt. | Egypt (2007–2015) | CSR: S&P/EGX ESG ratings. CFP: ROA, ROE, and EPS. | CSR has a positive relationship with Corporate Financial Performance. | Positive |
Aboud and Diab [35] Sustainability Accounting, Management and Policy Journal. | The financial and market consequences of environmental, social and governance ratings: The implications of recent political volatility in Egypt. | Egypt (2007–2016) | ESG: S&P/EGX ESG index Firm Financial Performance: ROA. Firm Market Performance: Liquidity and Trading Volume. | ESG has a significant positive impact on market & financial performance of a firm. The correlation between ESG ratings and financial performance was more pronounced during the recent period of political instability. | Positive |
Abdelfattah & Aboud [65] Journal of International Accounting, Auditing and Taxation. | Tax avoidance, corporate governance, and corporate social responsibility: The case of the Egyptian capital market. | Egypt (2007–2016) | CSR: S&P/EGX ESG ratings. Stock Returns: Average annual stock return. | Higher CSR ratings are associated with higher stock returns, suggesting that CSR enhances firm value rather than reducing it. | Positive |
Al-Jalahma et al. [71] 2020 International Conference on Decision Aid Sciences & Application. DASA. IEEE. | Environmental, Social, and Governance (ESG) disclosure and firm performance: Evidence from GCC Banking sector. | GCC Countries (2016–2019) | ESG: ESG Disclosure. Bank Performance: ROA and ROE. | Sustainability reporting negatively impacts banks’ performance. | Negative |
Buallay et al. [48] Measuring Business Excellence | Sustainability reporting and performance of MENA banks: is there a trade-off? | 12 MENA Countries (2008–2017) | ESG: The Bloomberg ESG Score. Operational Performance: ROA. Financial Performance: ROE. Market Performance: Tobin’s Q. | There is a positive impact of ESG score on performance and value to shareholders. | Positive |
Ellili [70] Sustainability. | Environmental, social, and governance disclosure, ownership structure and cost of capital: Evidence from the UAE. | United Arab Emirates (2010–2019) | ESG: The Bloomberg ESG Score. Cost of Capital: Cost of Equity, Cost of Debt, Cost of Preferred Equity, and Weighted Average Cost of Capital. | ESG non-financial disclosures lower the cost of capital as well as the cost of debt and equity, separately. | Positive |
Gerged et al. [54] Business Strategy & the Environment | Is corporate environmental disclosure associated with firm value? A multicounty study of Gulf Cooperation Council firms. | Gulf Countries (2010–2014) | CED: Annual Reports Content Analysis Firm Value: ROA and Tobin’s Q. | CED has a significant positive impact on ROA, while it decreases on Tobin’s Q. | Mixed |
Al-Hiyari and Kolsi [66] Global Business Review. | How do stock market participants value ESG performance? Evidence from Middle Eastern and North African Countries. | 9 MENA Countries (2013–2019) | ESG: Thomson Reuters Eikon Scores. Firm Value: Stock Price per Share. | There is a positive relationship between ESG performance and MENA firm valuation. ESG transparency provides MENA stock market players with value-relevant information which leads to more effective investment decisions and reduces the cost of capital. | Positive |
Otaify [63] Journal of Financial and Commercial Studies. | Environmental, Social, and Governance (ESG) Investing Risk and Return Analysis of Egyptian Sustainable Equity Index. | Egypt (2007–2020) | ESG Risk Premium: Risk Exposure of ESG Index to EGX30 Index. Financial Performance: abnormal return achieved by ESG index than the EGX30 index. | ESG activities should be integrated into business practices by firms listed on the Egyptian stock exchange due to their significant role in enhancing firm value. | Positive |
Bashatweh et al. [68] International Conference on Business and Technology. | Does Environmental, Social, and Governance (ESG) Disclosure Add Firm Value? Evidence from Sharia-Compliant Banks in Jordan. | Jordan (2013–2019) | ESG Disclosure: Annual reports, CSR reports, and sustainability reports. Bank Value: ROA, ROI, EPS, and MBR. | A higher ESG disclosure level is important for increasing the value of the institution for investors and other stakeholders. | Positive |
Buallay [55] Sustainability reporting in the MENA region. | Toward sustainability reporting in the MENA region: the effects on sector’s performance. | 11 MENA Countries (2008–2017) | ESG: The Bloomberg ESG Score. Firm Operational Performance: ROA. Firm Financial Performance: ROE. Firm Market Performance: Tobin’s Q. | The impact of Sustainability Reporting on firm performance (ROA), (ROE) and (TQ) is mixed in the MENA region. | Mixed |
Hamdy et al. [64] The Scientific Journal of Business and Environmental Studies. | Investigating the Impact of Sustainability on Corporate Profitability: Evidence from Egypt. | Egypt (2017) | CSR: S&P/EGX ESG composite score. Corporate Profitability: ROE, ROA, and Return on Invested Capital (ROIC). | ESG has a significant positive impact on investor behavior. High ESG firms are rewarded with high CSP. | Positive |
Janah and Sassi [72] African Scientific Journal | The role of ESG factors in mitigating crisis effects on Moroccan public companies’ financial performance. | Morocco (2022) | Event Study. | While ESG companies have outperformed the market in developed countries, this does not necessarily apply to developing countries. | Mixed |
Kouaib [69] Sustainability. | Corporate Sustainability Disclosure and Investment Efficiency: The Saudi Arabian Context. | Saudi Arabia (2014–2021) | ESG: Thomson Reuters ESG score. Financial Performance: Investment Efficiency. | ESG has a significant positive impact on firms’ investment efficiency, promoting overall firm value. | Positive |
Srour [56] Commerce and Finance. | The impact of Environmental, Social, Governance (ESG) disclosure on firm value and Financial Performance: Evidence from Egypt during COVID 19. | Egypt (2018–2021) | ESG: S&P/EGX ESG index ranking. Firm Value: ROA and Tobin’s Q. | ESG has an insignificant positive impact on ROA and a significant positive impact on Tobin’s Q | Mixed |
Al Amosh et al. [57] Corporate Governance: The International Journal of Business in Society | Environmental, social and governance impact on financial performance: evidence from the Levant countries. | 4 Levant Countries (2012–2019) | ESG: Annual Reports Content Analysis Financial Performance: Tobin’s Q, ROA, and ROE. | ESG collective performance maximizes financial performance, while the governance performance influences ROA only. | Mixed |
Aqabna et al. [58] Sustainability | Firm Performance, Corporate Social Responsibility, and the Impact of Earnings Management during COVID-19: Evidence from MENA Region. | 9 MENA Countries (2007–2021) | ESG: Refinitiv® Eikon ESG Score. Operational Performance: ROA. Financial Performance: ROE. Market Performance: Tobin’s Q. | ESG has a significant positive impact on ROA and Tobin’s Q; however, it has an insignificant impact on ROE. | Mixed |
El Khoury et al. [53] Journal of Sustainable Finance & Investment | ESG and financial performance of banks in the MENAT region: concavity–convexity patterns. | 10 MENAT Countries (2007–2019) | ESG: Refinitiv® Eikon ESG Score. Firm Operational Performance: ROA. Firm Financial Performance: ROE. Firm Market Performance: Tobin’s Q. | The magnitude of ESG investment is not impacting anymore the accounting performance in MENAT while it still positively affects market performance. | Mixed |
Firmansyah et al. [73] Cogent Economics & Finance | Investigating the effect of ESG disclosure on firm performance: The case of Saudi Arabian listed firms. | Saudi Arabia (2010–2020) | ESG: The Bloomberg ESG Score. Market-based Performance: Tobin’s Q. Accounting-based Performance: ROE | ESG has a significant negative impact on Tobin’s Q; however, an insignificant negative association exists between ESG and ROE. | Negative |
Appendix B
Year | Moran’s I | p-Value |
---|---|---|
2017 | −3.397 | 1.999 |
2018 | −0.406 | 1.315 |
2019 | −0.311 | 1.244 |
2020 | −0.199 | 1.157 |
2021 | 0.122 | 0.903 |
2022 | 0.251 | 0.802 |
Year | Moran’s I | p-Value |
---|---|---|
2017 | −1.675 | 1.906 |
2018 | −1.546 | 1.878 |
2019 | −1.401 | 1.839 |
2020 | −1.031 | 1.697 |
2021 | −0.173 | 1.137 |
2022 | 0.339 | 0.753 |
Year | Moran’s I | p-Value |
---|---|---|
2017 | 0.591 | 0.554 |
2018 | 0.500 | 0.617 |
2019 | −1.044 | 1.703 |
2020 | −0.951 | 1.658 |
2021 | 0.273 | 0.785 |
2022 | 0.552 | 0.581 |
Appendix C
Indicator | Factor Loading (PC1) |
---|---|
Voice and Accountability (VA) | 0.1930 |
Political Stability (PS) | 0.2427 |
Government Effectiveness (GE) | 0.4703 |
Regulatory Quality (RQ) | 0.4744 |
Rule of Law (RL) | 0.4812 |
Control of Corruption (CC) | 0.4754 |
Component | Eigenvalue | Proportion of Variance | Cumulative Variance |
---|---|---|---|
PC1 | 4.0852 | 68.09% | 68.09% |
Variables | Values |
---|---|
Kaiser-Meyer-Olkin (KMO) | 0.762 |
Bartlett’s Test of Sphericity—Chi-square | 364.783 |
p-value | 0.000 |
Country | GOV Score |
---|---|
Israel | 2.537 |
United Arab Emirates | 2.522 |
Qatar | 1.928 |
Oman | 0.202 |
Bahrain | −0.106 |
Saudi Arabia | −0.592 |
Kuwait | −0.738 |
Morocco | −2.044 |
Egypt | −3.708 |
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Country/Sector | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | Total |
---|---|---|---|---|---|---|---|
Bahrain | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Financials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Industrials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Egypt | 6 | 6 | 6 | 6 | 6 | 6 | 36 |
Communication Services | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Industrials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Materials | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Real Estate | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Israel | 12 | 12 | 12 | 12 | 12 | 12 | 72 |
Communication Services | 3 | 3 | 3 | 3 | 3 | 3 | 18 |
Energy | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Healthcare | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Industrials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Information Technology | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Materials | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Real Estate | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Kuwait | 5 | 5 | 5 | 5 | 5 | 5 | 30 |
Communication Services | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Industrials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Real Estate | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Morocco | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Communication Services | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Real Estate | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Oman | 3 | 3 | 3 | 3 | 3 | 3 | 18 |
Communication Services | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Materials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Utilities | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Qatar | 8 | 8 | 8 | 8 | 8 | 8 | 48 |
Communication Services | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Energy | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Financials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Industrials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Real Estate | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Utilities | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Saudi Arabia | 9 | 9 | 9 | 9 | 9 | 9 | 54 |
Communication Services | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Consumer Staples | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Financials | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Materials | 3 | 3 | 3 | 3 | 3 | 3 | 18 |
Real Estate | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
Utilities | 1 | 1 | 1 | 1 | 1 | 1 | 6 |
United Arab Emirates | 4 | 4 | 4 | 4 | 4 | 4 | 24 |
Communication Services | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Real Estate | 2 | 2 | 2 | 2 | 2 | 2 | 12 |
Total | 51 | 51 | 51 | 51 | 51 | 51 | 306 |
Variable | Acronym | Measure | Source |
---|---|---|---|
Dependent:
Tobin’s Q Price to Book ratio Price to Earnings ratio | TQ PB PE | [Market value of all outstanding shares +Book value of debts]/Book value of total assets Market price per share/Equity book value per share Market price per share/Earnings per share | LSEG Data & Analytics Database LSEG Data & Analytics Database LSEG Data & Analytics Database |
Independent: | |||
ESG Score | ESG | ESG Combined Score | LSEG Data & Analytics Database |
Control:
Firm-specific: | |||
Firm Size | S | Natural Logarithm of Total Assets | LSEG Data & Analytics Database |
Leverage | Lev | Total Debt/Total Assets | |
Country-specific: | |||
Gross Domestic Product
Governance | GDP GOV | Natural Logarithm of annual GDP of Country. Governance Index combined by PCA analysis. | The World Bank Open Data Source |
Country | GICS Sector | Frequency | Percentage | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Communication Services | Consumer Staples | Energy | Financials | Health-Care | Industrials | Information Technology | Materials | Real Estate | Utilities | |||
Bahrain | 0 | 0 | 0 | 6 | 0 | 6 | 0 | 0 | 0 | 0 | 12 | 3.92% |
Egypt | 12 | 0 | 0 | 0 | 0 | 6 | 0 | 12 | 6 | 0 | 36 | 11.76% |
Israel | 18 | 0 | 6 | 0 | 12 | 6 | 12 | 12 | 6 | 0 | 72 | 23.53% |
Kuwait | 12 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 12 | 0 | 30 | 9.80% |
Morocco | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 12 | 3.92% |
Oman | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 6 | 18 | 5.88% |
Qatar | 12 | 0 | 12 | 6 | 0 | 6 | 0 | 0 | 6 | 6 | 48 | 15.69% |
KSA | 12 | 6 | 0 | 6 | 0 | 0 | 0 | 18 | 6 | 6 | 54 | 17.65% |
UAE | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 0 | 24 | 7.84% |
Frequency | 90 | 6 | 18 | 18 | 12 | 30 | 12 | 48 | 54 | 18 | 306 | 100.00% |
Percentage | 29.41% | 1.96% | 5.88% | 5.88% | 3.92% | 9.80% | 3.92% | 15.69% | 17.65% | 5.88% |
Variable | Obs. | Mean | Std. Dev. | Min. | Max. |
---|---|---|---|---|---|
TQ | 306 | 0.6556 | 0.5157 | 0.0158 | 4.7592 |
PB | 306 | 2.3794 | 2.5306 | 0.2848 | 22.5677 |
PE | 306 | 16.6742 | 30.1914 | 0.49 | 479.1809 |
ESG | 306 | 32.0766 | 21.6401 | 0.973548 | 86.2006 |
Lev | 306 | 0.2709 | 0.1971 | 0 | 1.0237 |
S | 306 | 22.37 | 1.3204 | 18.6333 | 25.5862 |
GDP | 306 | 26.3853 | 0.7988 | 24.2678 | 27.7341 |
GOV | 306 | 0.2018 | 1.0993 | −2.3834 | 1.504 |
TQ | PB | PE | ESG | Lev | S | GDP | GOV | |
---|---|---|---|---|---|---|---|---|
TQ | 1 | |||||||
PB | 0.0152 | 1 | ||||||
PE | −0.0735 | 0.0622 | 1 | |||||
ESG | 0.1234 * | 0.1989 * | 0.1229 * | 1 | ||||
Lev | 0.2601 * | 0.1593 * | −0.0605 | −0.0825 | 1 | |||
S | −0.3190 * | 0.0119 | 0.089 | 0.4889 * | 0.1437 * | 1 | ||
GDP | −0.2611 * | 0.0798 | 0.011 | 0.2458 * | 0.1040 * | 0.5390 * | 1 | |
GOV | −0.1604 * | 0.1537 * | 0.1390 * | 0.2096 * | 0.0341 | 0.3060 * | 0.1884 * | 1 |
Country and Sector-Effects Model | TQ Model | PB Model | PE Model | |||
---|---|---|---|---|---|---|
Static | Dynamic | Static | Dynamic | Static | Dynamic | |
ESG | 0.0078 *** | 0.0080 *** | 0.0124 *** | 0.0168 * | 1.7040 | 0.067 |
Lev | 0.5395 *** | 0.5575 *** | 3.7419 *** | 2.8761 *** | −5.7070 | −13.204 |
S | −0.2393 *** | −0.2406 *** | −0.4977 *** | −0.1786 | 20.8110 | 0.944 |
GDP | 0.0000 | 0.1551 | −0.0000 | −1.2226 | −0.0000 * | −28.337 |
GOV | −0.0771 | −0.0864 | −0.1158 | −0.2089 | −64.6993 * | −0.411 |
Bahrain | −0.3643 | −0.0872 | −1.8539 | −2.5353 | −727.5360 * | −55.770 |
Egypt | −0.1274 | −0.1541 | −2.0896 | −1.8356 | −680.5596 * | −10.698 |
Israel | −0.4182 *** | −0.4189 *** | 0.5224 | 2.1193 *** | −412.2612 ** | 5.981 |
Kuwait | −0.4663 ** | −0.3140 | −2.0506 | −3.1311 | −789.1379 ** | −27.614 |
Morocco | −0.7385 *** | −0.5918 | 1.5933 | 1.2112 | −806.6479 ** | −27.006 |
Oman | −0.4073 * | −0.1967 | −3.2147 ** | −3.6984 | −701.6425 * | −43.849 |
Qatar | 0.2128 * | 0.3155 | −1.6496 ** | −0.8502 | −598.4400 ** | −4.073 |
Saudi Arabia | −0.3516 * | −0.4666 ** | −0.6441 | 0.4603 | −449.6844 ** | 27.119 |
United Arab Emirates | Base | Base | Base | Base | Base | Base |
Communication Services | −0.0800 | 0.3952 ** | 1.2236 ** | 0.5051 | −29.5586 | −17.850 |
Consumer Staples | −0.5059 *** | Base | −0.7201 | Base | −137.4289 | −6.385 |
Energy | −0.1402 | 0.3533 * | −1.0717 | −1.1664 | −26.2245 | −23.712 * |
Financials | −0.7750 *** | −0.2958 | 0.6768 | −0.7003 | −7.5504 | −40.163 *** |
Healthcare | −0.4417 *** | 0.0525 | −1.8529 * | −3.0975* | −84.0297 | −30.798 ** |
Industrials | −0.4297 *** | −0.0212 | 0.9325 | 0.8131 | −55.0987 | −22.217 * |
Information Technology | −0.7056 *** | −0.2282 | 1.7338 * | 0.1826 | −38.7935 | Base |
Materials | −0.3038 *** | 0.1844 | 0.0159 | −0.0742 | 86.2746 | −23.889 ** |
Real Estate | −0.2631 ** | 0.2173 | −1.4914 ** | −0.7744 | −20.81321 | −26.649 ** |
Utilities | Base | 0.4922 ** | Base | −0.7519 | Base | −22.783 |
_cons | 6.1416 *** | 1.5205 | 12.8269 *** | 38.5561 | 388.7758 | 772.970 |
Hausman Test | Random | Random | Random | |||
Adj-R | 56.46% | 34.52% | 11.04% | |||
No. of Obs. | 306 | 294 | 306 | 294 | 306 | 294 |
Country and Sector-Effects Model | TQ Model | PB Model | PE Model | |||
---|---|---|---|---|---|---|
Static | Dynamic | Static | Dynamic | Static | Dynamic | |
ESG | 0.0076 *** | 0.0078 *** | 0.0179 ** | 0.2140 ** | 0.1665 | 0.1345 |
Lev | 0.5527 *** | 0.5536 *** | 2.2905 *** | 0.0040 *** | −10.510 | −11.3814 |
S | −0.2406 *** | −0.2425 *** | −0.3161 ** | 0.2920 | −0.3074 | −0.2633 |
GDP | −0.0000 | 0.3174 | −0.0000 | 0.6880 | −0.0000 ** | −25.6404 |
GOV | 0.0177 | 0.0087 | −0.1607 | 0.1870 | 0.5002 * | 1.6263 |
Bahrain | −0.2867 | Base | −1.5004 | Base | −1.6640 * | Base |
Egypt | 0.1697 | −0.2666 | −1.5380 * | 0.8840 | −2.5646 * | 42.7128 |
Israel | −0.4028 *** | −0.8751 *** | 1.5348 ** | 0.3710 | 4.8244 * | 52.4771 |
Kuwait | −0.3051 ** | −0.4257 | −1.9941 ** | 0.5990 | −2.5579 | 24.5388 |
Morocco | −0.5096 *** | −0.6187 | 1.3242 | 0.1560 | 0.619 | 27.4493 |
Oman | −0.2950 * | −0.2783 | −2.2246 * | 0.3400 | −8.0952 | 7.7640 |
Qatar | 0.2075 * | 0.0121 * | −0.0734 | 0.7560 | 13.4540 | 45.6236 |
Saudi Arabia | −0.2044 | −0.9116 | 0.2042 | 0.8180 | 19.4343 | 74.9878 |
United Arab Emirates | Base | −1.0135 | Base | 0.9990 | Base | 69.6417 |
Turkey | −0.2238 | −0.4657 | −0.9552 | 0.7580 | 13.6696 | 46.4234 |
Communication Services | −0.0888 | 0.5997 *** | 1.2379 ** | 0.6040 | 2.9223 | −17.1594 |
Consumer Discretionary | −0.7940 *** | −0.1075 | 2.0334 ** | 0.0700 * | −7.2375 | −26.8409 * |
Consumer Staples | −0.6042 *** | 0.0804 | 0.9185 | 0.4680 | 11.0320 | −7.3720 |
Energy | −0.1263 | 0.5690 *** | −1.2114 | 0.2010 | −1.3212 | −22.2132 * |
Financials | −0.7486 *** | −0.0654 | 0.1529 | 0.3030 | −15.9205 | −39.5084 *** |
Healthcare | −0.4211 *** | 0.2685 * | −2.2459 ** | 0.0000 *** | −10.0477 | −30.1782 ** |
Industrials | −0.3181 *** | 0.3685 *** | 1.1247 | 0.4290 | −1.2852 | −19.8645 * |
Information Technology | −0.6844 *** | Base | 1.3751 | Base | 21.0526 | Base |
Materials | −0.3092 *** | 0.3840 *** | 0.2607 | 0.7560 | −2.5793 | −22.5219 ** |
Real Estate | −0.2573 ** | 0.4353 | −0.2137 | 0.2550 | −4.6320 | −24.9369 ** |
Utilities | Base | 0.6950 | Base | 0.4040 | Base | −20.6205 |
_cons | 6.0633 *** | −2.6220 | 8.5074 ** | 0.5650 | 25.8415 | 675.0538 |
Hausman Test | Random | Random | Random | |||
Adj-Rsquared | 53.86% | 31.00% | 10.72% | |||
No. of Obs. | 372 | 360 | 372 | 360 | 372 | 360 |
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Rashwan, M.; Farouk, N.; Pasha, R. Can ESG Strategies Drive Firm Value Growth in the MENA Region? Sustainability 2025, 17, 7894. https://doi.org/10.3390/su17177894
Rashwan M, Farouk N, Pasha R. Can ESG Strategies Drive Firm Value Growth in the MENA Region? Sustainability. 2025; 17(17):7894. https://doi.org/10.3390/su17177894
Chicago/Turabian StyleRashwan, Mohamed, Nardin Farouk, and Rania Pasha. 2025. "Can ESG Strategies Drive Firm Value Growth in the MENA Region?" Sustainability 17, no. 17: 7894. https://doi.org/10.3390/su17177894
APA StyleRashwan, M., Farouk, N., & Pasha, R. (2025). Can ESG Strategies Drive Firm Value Growth in the MENA Region? Sustainability, 17(17), 7894. https://doi.org/10.3390/su17177894