ESG Ratings and Financial Performance in the Global Hospitality Industry
Abstract
:1. Introduction
2. Theoretical Framework
2.1. Signaling Theory
2.2. Legitimacy Theory
2.3. Stakeholder Theory
3. Literature Review and Hypothesis Development
3.1. ESG Practices in the Hospitality Industry
3.2. ESG Ratings and Firm Performance
3.3. Role of Regional Factors in the ESG-CFP Relationship
3.4. Impact of COVID-19 on the ESG-CFP Relationship
4. Data and Methodology
4.1. Data
4.2. Variables
4.3. Methodology
4.4. Descriptive Statistics
5. Results and Discussion
5.1. ESG Effects on Financial Performance
5.2. Alternative Performance Measures
5.3. GLS and 2SLS Regressions
5.4. Subsamples of US and Non-US Firms
5.5. Subperiods of Pre- and During COVID-19
6. Conclusions
6.1. Theoretical Implications
6.2. Implications for Corporate Managers
6.3. Implications for Policymakers
6.4. Limitations and Future Research Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
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Country | Observations | % |
---|---|---|
Australia | 33 | 2.97 |
Canada | 24 | 2.16 |
China | 54 | 4.86 |
United Kingdom | 156 | 14.05 |
France | 41 | 3.69 |
Germany | 29 | 2.61 |
Hong Kong | 51 | 4.59 |
India | 30 | 2.70 |
Italy | 18 | 1.62 |
Japan | 42 | 3.78 |
Korea | 8 | 0.72 |
Mexico | 13 | 1.17 |
Philippines | 11 | 0.99 |
Spain | 32 | 2.88 |
Thailand | 26 | 2.34 |
United States | 542 | 48.83 |
Total | 1110 | 100.00 |
Variable | Definition |
---|---|
ROA | Return on assets. The firm’s net income divided by its total assets. |
ROE | Return on equity. The firm’s net income divided by its shareholders’ equity. |
TobinQ | Tobin’s Q. The firm’s total market value divided by its book value of assets. |
ESG | The firm’s aggregate rating score encompassing environmental, social, and governance aspects. |
E | The firm’s rating score pertaining to the environmental pillar. |
S | The firm’s rating score pertaining to the social pillar. |
G | The firm’s rating score pertaining to the governance pillar. |
FirmSize | Firm size. The natural logarithm of the firm’s total assets. |
FirmAge | Firm age. The years elapsed since the firm’s inception. |
Lev | Leverage ratio. The firm’s total liabilities divided by its total assets. |
Capex | Capital expenditure. The outlays made by the firm on the acquisition, upkeep, or augmentation of assets relative to its aggregate assets. |
MTB | Market-to-book ratio. The firm’s total market value of equity divided by its book value of equity. |
DivPay | Dividend payout ratio. The firm’s dividend payments divided by its net income. |
BoardSize | Board size. The number of directors comprising the firm’s board of directors. |
IndeptDir | Percentage of independent directors. The proportion of independent directors in service on the firm’s board of directors. |
CEOAge | CEO’s age in years. |
CEOTenure | CEO’s tenure. The duration for which an individual assumes the role of the company’s CEO. |
Duality | The circumstance in which an individual concurrently assumes the roles of CEO and board chairman within the firm. |
GDPGrow | Annual percentage change in GDP at market prices, adjusted for constant 2015 US dollars. |
Variable | Obs. | Mean | Std. Dev. | Min | P25 | Median | P75 | Max |
---|---|---|---|---|---|---|---|---|
ROA | 1110 | 5.36 | 9.12 | −97.00 | 1.53 | 4.62 | 9.27 | 50.00 |
ROE | 1110 | 29.04 | 82.85 | −204.42 | 5.34 | 14.80 | 29.30 | 654.00 |
TobinQ | 1110 | 2.66 | 2.34 | 0.59 | 1.39 | 1.84 | 3.08 | 22.95 |
ESG | 1110 | 36.39 | 10.33 | 6.86 | 29.80 | 34.51 | 43.40 | 73.20 |
E | 1110 | 1.53 | 2.00 | 0.00 | 0.00 | 0.73 | 2.24 | 8.38 |
S | 1110 | 1.92 | 1.50 | 0.00 | 1.25 | 1.40 | 2.17 | 8.47 |
G | 1110 | 6.19 | 1.36 | 2.15 | 5.36 | 6.50 | 7.31 | 8.41 |
FirmSize | 1110 | 3.39 | 0.55 | 1.64 | 3.06 | 3.42 | 3.78 | 5.10 |
FirmAge | 1110 | 44.61 | 40.97 | 1.00 | 24.00 | 36.00 | 54.00 | 299.00 |
Lev | 1110 | 44.82 | 43.88 | 0.00 | 22.27 | 37.18 | 55.28 | 389.20 |
Capex | 1110 | −0.06 | 0.06 | −0.36 | −0.08 | −0.05 | −0.03 | −0.00 |
MTB | 1110 | 17.89 | 65.47 | 0.11 | 1.99 | 3.70 | 7.45 | 552.00 |
DivPay | 1110 | 63.10 | 266.03 | 0.00 | 0.00 | 34.50 | 60.50 | 8055.42 |
BoardSize | 1110 | 9.59 | 2.58 | 2.00 | 8.00 | 9.00 | 11.00 | 20.00 |
IndeptDir | 1110 | 62.24 | 22.24 | 0.00 | 44.40 | 66.70 | 81.80 | 100.00 |
CEOAge | 1110 | 55.71 | 7.47 | 34.00 | 50.00 | 55.00 | 60.00 | 86.00 |
CEOTenure | 1110 | 9.04 | 8.86 | 0.00 | 2.17 | 6.42 | 12.80 | 44.30 |
Duality | 1110 | 0.23 | 0.42 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 |
GDPGrow | 1110 | 2.16 | 3.09 | −10.94 | 1.56 | 2.46 | 2.95 | 14.23 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) | ROA | 1 | ||||||||||||||||||
(2) | ROE | 0.43 *** | 1 | |||||||||||||||||
(3) | TobinQ | 0.50 *** | 0.19 *** | 1 | ||||||||||||||||
(4) | ESG | −0.02 | 0.04 | −0.03 | 1 | |||||||||||||||
(5) | E | −0.05 * | −0.04 | −0.10 *** | 0.54 *** | 1 | ||||||||||||||
(6) | S | −0.06 * | 0.03 | −0.11 *** | 0.61 *** | 0.70 *** | 1 | |||||||||||||
(7) | G | 0.20 *** | 0.26 *** | 0.05 | 0.31 *** | −0.16 *** | 0.00 | 1 | ||||||||||||
(8) | FirmSize | −0.17 *** | −0.16 *** | −0.33 *** | 0.48 *** | 0.32 *** | 0.36 *** | 0.05 | 1 | |||||||||||
(9) | FirmAge | 0.02 | 0.05 * | −0.11 *** | 0.24 *** | 0.12 *** | 0.09 *** | 0.18 *** | 0.21 *** | 1 | ||||||||||
(10) | Lev | 0.22 *** | 0.17 *** | 0.43 *** | 0.22 *** | 0.04 | 0.06 ** | 0.22 *** | 0.02 | 0.26 *** | 1 | |||||||||
(11) | Capex | −0.17 *** | 0.01 | −0.21 *** | 0.25 *** | 0.12 *** | 0.27 *** | 0.09 *** | 0.36 *** | −0.04 | 0.14 *** | 1 | ||||||||
(12) | MTB | 0.12 *** | 0.68 *** | 0.11 *** | 0.05 * | −0.03 | 0.00 | 0.19 *** | −0.14 *** | 0.04 | 0.17 *** | 0.06 ** | 1 | |||||||
(13) | DivPay | −0.03 | −0.01 | 0.04 | 0.04 | −0.02 | −0.03 | 0.07 ** | 0.01 | 0.01 | 0.04 | 0.02 | 0.01 | 1 | ||||||
(14) | BoardSize | −0.10 *** | −0.00 | −0.15 *** | 0.26 *** | 0.26 *** | 0.14 *** | −0.04 | 0.42 *** | 0.17 *** | 0.02 | −0.11 *** | −0.02 | 0.02 | 1 | |||||
(15) | IndeptDir | 0.17 *** | 0.18 *** | 0.14 *** | 0.22 *** | −0.11 *** | 0.00 | 0.66 *** | 0.01 | 0.01 | 0.26 *** | 0.04 | 0.14 *** | 0.06 ** | −0.06 * | 1 | ||||
(16) | CEOAge | −0.04 | 0.01 | −0.13 *** | 0.14 *** | 0.17 *** | 0.14 *** | 0.02 | 0.15 *** | 0.09 *** | −0.07 ** | 0.12 *** | 0.03 | 0.02 | 0.05 * | −0.03 | 1 | |||
(17) | CEOTenure | 0.14 *** | −0.04 | 0.12 *** | 0.04 | 0.20 *** | 0.15 *** | −0.21 *** | −0.05 | −0.04 | 0.01 | −0.04 | −0.11 *** | 0.04 | −0.02 | −0.13 *** | 0.13 *** | 1 | ||
(18) | Duality | 0.05 | −0.05 * | 0.06 * | −0.10 *** | 0.08 *** | 0.01 | −0.12 *** | −0.02 | −0.10 *** | −0.10 *** | −0.11 *** | −0.03 | 0.05 | −0.12 *** | 0.02 | 0.23 *** | 0.22 *** | 1 | |
(19) | GDPGrow | 0.16 *** | 0.04 | 0.12 *** | −0.15 *** | −0.10 *** | −0.14 *** | −0.11 *** | −0.16 *** | −0.08 *** | −0.05 | −0.07 ** | 0.00 | −0.02 | −0.08 *** | −0.03 | −0.09 *** | 0.05 * | −0.02 | 1 |
Variable | VIF Values | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
ESG | 1.54 | |||
E | 1.24 | |||
S | 1.24 | |||
G | 2.03 | |||
FirmSize | 1.93 | 1.76 | 1.80 | 1.70 |
FirmAge | 1.21 | 1.20 | 1.19 | 1.24 |
Lev | 1.26 | 1.25 | 1.24 | 1.24 |
Capex | 1.42 | 1.41 | 1.44 | 1.41 |
MTB | 1.11 | 1.10 | 1.10 | 1.11 |
DivPay | 1.01 | 1.01 | 1.01 | 1.01 |
BoardSize | 1.41 | 1.43 | 1.40 | 1.40 |
IndeptDir | 1.18 | 1.14 | 1.12 | 1.94 |
CEOAge | 1.15 | 1.15 | 1.14 | 1.14 |
CEOTenure | 1.13 | 1.15 | 1.15 | 1.13 |
Duality | 1.20 | 1.19 | 1.18 | 1.21 |
GDPGrow | 1.04 | 1.04 | 1.05 | 1.05 |
Variable | Dependent Variable = ROA | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
ESG | 0.21 *** | |||
(6.49) | ||||
E | 0.54 *** | |||
(3.90) | ||||
S | 0.68 *** | |||
(3.49) | ||||
G | 1.24 *** | |||
(3.30) | ||||
FirmSize | −1.95 * | −1.14 | −1.17 | −0.60 |
(−1.82) | (−1.13) | (−1.19) | (−0.59) | |
FirmAge | −0.02 ** | −0.02 ** | −0.02 ** | −0.02 ** |
(−2.50) | (−2.15) | (−2.19) | (−2.34) | |
Lev | 0.06 *** | 0.06 *** | 0.06 *** | 0.06 *** |
(9.62) | (9.36) | (9.42) | (9.28) | |
Capex | −20.53 *** | −22.39 *** | −23.65 *** | −21.88 *** |
(−2.63) | (−2.87) | (−2.98) | (−2.78) | |
MTB | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** |
(4.05) | (4.14) | (4.06) | (3.56) | |
DivPay | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 *** |
(−3.12) | (−2.64) | (−2.67) | (−2.75) | |
BoardSize | −0.23 ** | −0.15 | −0.10 | −0.16 |
(−2.09) | (−1.32) | (−0.88) | (−1.49) | |
IndeptDir | 0.08 *** | 0.10 *** | 0.10 *** | 0.07 *** |
(4.83) | (5.93) | (6.23) | (3.67) | |
CEOAge | −0.01 | −0.01 | −0.01 | −0.01 |
(−0.18) | (−0.17) | (−0.16) | (−0.35) | |
CEOTenure | 0.17 *** | 0.18 *** | 0.18 *** | 0.19 *** |
(5.58) | (5.78) | (6.01) | (6.52) | |
Duality | −1.02 * | −1.18 * | −1.04 * | −0.84 |
(−1.66) | (−1.93) | (−1.68) | (−1.37) | |
GDPGrow | 0.03 | −0.06 | −0.02 | 0.00 |
(0.20) | (−0.42) | (−0.17) | (0.01) | |
Constant | 5.95 | 6.49 | 4.86 | −1.40 |
(1.39) | (1.58) | (1.17) | (−0.32) | |
Country FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
Observations | 1110 | 1110 | 1110 | 1110 |
R2 | 0.35 | 0.34 | 0.34 | 0.34 |
Variable | Dependent Variable = ROE | Dependent Variable = TobinQ | ||||||
---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
ESG | 1.26 *** | 0.05 *** | ||||||
(5.50) | (6.79) | |||||||
E | 2.04 ** | 0.09 *** | ||||||
(2.18) | (3.24) | |||||||
S | 6.74 *** | 0.20 *** | ||||||
(5.16) | (5.56) | |||||||
G | 13.18 *** | −0.05 | ||||||
(4.17) | (−0.74) | |||||||
FirmSize | −24.55 *** | −18.60 *** | −21.49 *** | −15.67 ** | −1.14 *** | −0.93 *** | −0.99 *** | −0.86 *** |
(−3.70) | (−2.94) | (−3.30) | (−2.58) | (−5.64) | (−4.74) | (−4.92) | (−4.35) | |
FirmAge | 0.01 | 0.02 | 0.01 | 0.00 | −0.01 *** | −0.01 *** | −0.01 *** | −0.01 *** |
(0.16) | (0.61) | (0.36) | (0.09) | (−7.13) | (−6.51) | (−6.63) | (−6.48) | |
Lev | 0.12 *** | 0.12 *** | 0.13 *** | 0.12 *** | 0.03 *** | 0.03 *** | 0.03 *** | 0.03 *** |
(3.47) | (3.37) | (3.74) | (3.54) | (10.78) | (10.68) | (10.87) | (10.73) | |
Capex | 69.44 * | 58.16 | 45.17 | 63.10 * | −7.33 *** | −7.75 *** | −8.12 *** | −7.75 *** |
(1.90) | (1.60) | (1.26) | (1.71) | (−4.02) | (−4.24) | (−4.46) | (−4.26) | |
MTB | 0.83 *** | 0.83 *** | 0.83 *** | 0.82 *** | 0.00 | 0.00 | 0.00 | 0.00 |
(8.82) | (8.79) | (8.85) | (8.80) | (0.67) | (0.74) | (0.59) | (0.92) | |
DivPay | −0.01 *** | −0.01 ** | −0.01 ** | −0.01 ** | 0.00 | 0.00 | 0.00 | 0.00 |
(−2.62) | (−2.19) | (−2.09) | (−2.32) | (0.97) | (1.19) | (1.23) | (1.10) | |
BoardSize | 1.29 * | 1.89 ** | 2.16 *** | 1.51 ** | −0.03 | −0.00 | 0.01 | 0.00 |
(1.73) | (2.48) | (2.85) | (2.15) | (−0.96) | (−0.18) | (0.20) | (0.16) | |
IndeptDir | 0.28 ** | 0.40 *** | 0.42 *** | 0.07 | 0.01 * | 0.01 *** | 0.01 *** | 0.01 *** |
(2.07) | (3.00) | (3.21) | (0.52) | (1.90) | (3.13) | (3.44) | (3.22) | |
CEOAge | 0.11 | 0.13 | 0.08 | 0.01 | −0.02 *** | −0.02 *** | −0.02 *** | −0.02 *** |
(0.40) | (0.45) | (0.31) | (0.02) | (−3.13) | (−3.02) | (−3.11) | (−2.75) | |
CEOTenure | 0.46 ** | 0.55 *** | 0.51 *** | 0.66 *** | 0.03 *** | 0.04 *** | 0.03 *** | 0.04 *** |
(2.41) | (2.90) | (2.70) | (3.52) | (4.12) | (4.39) | (4.41) | (4.66) | |
Duality | −16.79 *** | −17.44 *** | −16.91 *** | −14.80 *** | 0.11 | 0.08 | 0.11 | 0.10 |
(−3.84) | (−4.01) | (−3.87) | (−3.34) | (0.51) | (0.37) | (0.49) | (0.45) | |
GDPGrow | −0.18 | −0.66 | −0.49 | −0.21 | −0.01 | −0.03 | −0.02 | −0.02 |
(−0.15) | (−0.56) | (−0.42) | (−0.19) | (−0.23) | (−0.86) | (−0.64) | (−0.72) | |
Constant | 33.20 | 31.04 | 29.31 | −36.94 * | 5.53 *** | 5.51 *** | 5.33 *** | 5.35 *** |
(1.51) | (1.41) | (1.38) | (−1.67) | (5.38) | (5.48) | (5.20) | (5.06) | |
Country FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 1110 | 1110 | 1110 | 1110 | 1110 | 1110 | 1110 | 1110 |
R2 | 0.54 | 0.53 | 0.54 | 0.54 | 0.46 | 0.45 | 0.45 | 0.44 |
Variable | Dependent Variable = ROA | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
ESG | 0.21 *** | |||
(5.71) | ||||
E | 0.54 *** | |||
(3.63) | ||||
S | 0.68 *** | |||
(3.38) | ||||
G | 1.24 *** | |||
(3.77) | ||||
FirmSize | −1.95 *** | −1.14 ** | −1.17 ** | −0.60 |
(−3.27) | (−1.99) | (−2.03) | (−1.06) | |
FirmAge | −0.02 *** | −0.02 *** | −0.02 *** | −0.02 *** |
(−3.05) | (−2.63) | (−2.70) | (−2.84) | |
Lev | 0.06 *** | 0.06 *** | 0.06 *** | 0.06 *** |
(10.54) | (10.42) | (10.59) | (10.47) | |
Capex | −20.53 *** | −22.39 *** | −23.65 *** | −21.88 *** |
(−3.95) | (−4.29) | (−4.51) | (−4.19) | |
MTB | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** |
(4.09) | (4.11) | (4.03) | (3.65) | |
DivPay | −0.00 ** | −0.00 ** | −0.00 ** | −0.00 ** |
(−2.40) | (−2.16) | (−2.16) | (−2.44) | |
BoardSize | −0.23 ** | −0.15 | −0.10 | −0.16 |
(−2.04) | (−1.32) | (−0.87) | (−1.40) | |
IndeptDir | 0.08 *** | 0.10 *** | 0.10 *** | 0.07 *** |
(4.06) | (5.00) | (5.34) | (3.30) | |
CEOAge | −0.01 | −0.01 | −0.01 | −0.01 |
(−0.21) | (−0.20) | (−0.19) | (−0.39) | |
CEOTenure | 0.17 *** | 0.18 *** | 0.18 *** | 0.19 *** |
(5.43) | (5.73) | (5.91) | (6.41) | |
Duality | −1.02 | −1.18 * | −1.04 | −0.84 |
(−1.58) | (−1.81) | (−1.59) | (−1.29) | |
GDPGrow | 0.03 | −0.06 | −0.02 | 0.00 |
(0.19) | (−0.41) | (−0.16) | (0.01) | |
Constant | 5.95 | 6.49 | 4.86 | −1.40 |
(1.44) | (1.54) | (1.17) | (−0.32) | |
Country FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
Observations | 1110 | 1110 | 1110 | 1110 |
Variable | Dependent Variable = ROA | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
Predicted ESG | 0.23 *** | |||
(5.56) | ||||
Predicted E | 0.46 *** | |||
(2.97) | ||||
Predicted S | 0.62 *** | |||
(2.92) | ||||
Predicted G | 1.73 *** | |||
(4.88) | ||||
FirmSize | −2.89 *** | −1.87 *** | −1.93 *** | −1.31 ** |
(−4.90) | (−3.37) | (−3.43) | (−2.42) | |
FirmAge | −0.02 *** | −0.02 *** | −0.02 *** | −0.02 *** |
(−3.61) | (−3.12) | (−3.20) | (−3.48) | |
Lev | 0.06 *** | 0.06 *** | 0.06 *** | 0.06 *** |
(11.44) | (11.26) | (11.40) | (11.42) | |
Capex | −16.01 *** | −18.28 *** | −19.42 *** | −17.08 *** |
(−3.12) | (−3.52) | (−3.72) | (−3.31) | |
MTB | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** |
(4.00) | (4.06) | (3.98) | (3.39) | |
DivPay | −0.00 *** | −0.00 ** | −0.00 ** | −0.00 *** |
(−2.75) | (−2.44) | (−2.45) | (−2.80) | |
BoardSize | −0.16 | −0.05 | −0.01 | −0.08 |
(−1.47) | (−0.47) | (−0.06) | (−0.75) | |
IndeptDir | 0.08 *** | 0.10 *** | 0.11 *** | 0.06 *** |
(4.08) | (5.10) | (5.51) | (2.83) | |
CEOAge | 0.01 | 0.01 | 0.01 | 0.00 |
(0.36) | (0.41) | (0.40) | (0.00) | |
CEOTenure | 0.16 *** | 0.17 *** | 0.18 *** | 0.20 *** |
(5.52) | (5.95) | (6.13) | (6.77) | |
Duality | −1.07 * | −1.23 ** | −1.11 * | −0.78 |
(−1.74) | (−1.97) | (−1.78) | (−1.26) | |
GDPGrow | 0.00 | −0.08 | −0.05 | −0.01 |
(0.01) | (−0.56) | (−0.34) | (−0.09) | |
Constant | −3.94 | −1.00 | −2.48 | −10.35 *** |
(−1.26) | (−0.31) | (−0.78) | (−2.96) | |
Country FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
Observations | 1024 | 1024 | 1024 | 1024 |
R2 | 0.40 | 0.39 | 0.39 | 0.40 |
Variable | Dependent Variable = ROA | |||||||
---|---|---|---|---|---|---|---|---|
US Firms | Firms from Other Countries | |||||||
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
ESG | 0.25 *** | 0.11 ** | ||||||
(6.00) | (2.29) | |||||||
E | 0.30 | 0.70 *** | ||||||
(1.46) | (3.20) | |||||||
S | 0.49 ** | 0.86 ** | ||||||
(2.07) | (2.43) | |||||||
G | 1.84 *** | −0.19 | ||||||
(4.39) | (−0.23) | |||||||
FirmSize | −0.65 | 0.72 | 0.76 | 1.18 | −2.83 | −2.31 | −2.71 | −2.30 |
(−0.69) | (0.76) | (0.82) | (1.40) | (−1.25) | (−1.02) | (−1.25) | (−1.03) | |
FirmAge | −0.02 | −0.01 | −0.01 | −0.02 | −0.00 | −0.00 | −0.00 | 0.00 |
(−1.12) | (−0.36) | (−0.72) | (−1.26) | (−0.37) | (−0.24) | (−0.00) | (0.06) | |
Lev | 0.08 *** | 0.08 *** | 0.08 *** | 0.08 *** | −0.01 | −0.02 | −0.01 | −0.02 |
(14.43) | (13.38) | (13.65) | (13.44) | (−0.42) | (−0.60) | (−0.47) | (−0.54) | |
Capex | −28.91 *** | −30.39 *** | −32.38 *** | −24.56 *** | −15.69 | −16.63 | −16.32 | −16.57 |
(−3.50) | (−3.51) | (−3.66) | (−2.98) | (−1.31) | (−1.40) | (−1.38) | (−1.46) | |
MTB | 0.02 *** | 0.02 *** | 0.01 *** | 0.01 *** | 0.02 ** | 0.02 ** | 0.02 ** | 0.02 ** |
(3.65) | (3.60) | (3.56) | (2.68) | (2.34) | (2.15) | (2.42) | (2.45) | |
DivPay | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 *** | −0.01 | −0.01 * | −0.01 * | −0.01 |
(−3.89) | (−3.42) | (−3.42) | (−3.27) | (−1.52) | (−1.83) | (−1.68) | (−1.46) | |
BoardSize | −0.12 | −0.06 | −0.02 | −0.14 | −0.26 | −0.29 * | −0.20 | −0.16 |
(−0.80) | (−0.39) | (−0.15) | (−0.96) | (−1.63) | (−1.68) | (−1.24) | (−1.14) | |
IndeptDir | 0.05 ** | 0.10 *** | 0.10 *** | 0.03 | 0.09 *** | 0.07 ** | 0.09 *** | 0.09 *** |
(2.33) | (4.33) | (4.30) | (1.26) | (2.98) | (2.52) | (2.97) | (2.95) | |
CEOAge | −0.05 | −0.06 | −0.07 | −0.09 | −0.01 | −0.02 | −0.01 | 0.00 |
(−0.90) | (−1.17) | (−1.22) | (−1.63) | (−0.13) | (−0.38) | (−0.11) | (0.07) | |
CEOTenure | 0.26 *** | 0.29 *** | 0.29 *** | 0.31 *** | 0.04 | 0.01 | 0.03 | 0.04 |
(6.09) | (6.33) | (6.40) | (7.11) | (1.05) | (0.38) | (1.00) | (1.20) | |
Duality | −0.15 | −0.34 | −0.23 | −0.33 | −1.14 | −1.90 | −1.73 | −1.23 |
(−0.21) | (−0.46) | (−0.31) | (−0.47) | (−0.84) | (−1.39) | (−1.24) | (−0.96) | |
GDPGrow | 7.86 *** | 5.17 *** | 5.16 *** | 3.71 *** | −0.13 | −0.16 | −0.13 | −0.16 |
(4.00) | (3.47) | (3.53) | (2.68) | (−0.71) | (−0.93) | (−0.75) | (−0.90) | |
Constant | −31.47 *** | −23.57 *** | −24.39 *** | −25.41 *** | 11.81 * | 14.67 *** | 12.09 ** | 12.65 ** |
(−4.99) | (−4.22) | (−4.45) | (−4.65) | (1.94) | (2.64) | (2.05) | (2.18) | |
Country FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 542 | 542 | 542 | 542 | 568 | 568 | 568 | 568 |
R2 | 0.47 | 0.44 | 0.44 | 0.46 | 0.32 | 0.32 | 0.32 | 0.31 |
Variable | Dependent Variable = ROA | |||||||
---|---|---|---|---|---|---|---|---|
Pre-COVID-19 | During COVID-19 | |||||||
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
ESG | 0.14 *** | 0.33 *** | ||||||
(3.88) | (4.75) | |||||||
E | 0.27 | 0.83 *** | ||||||
(1.62) | (2.91) | |||||||
S | 0.56 ** | 0.69 ** | ||||||
(2.21) | (2.18) | |||||||
G | 0.77 | 2.67 *** | ||||||
(1.48) | (4.21) | |||||||
FirmSize | −1.71 | −1.12 | −1.23 | −0.90 | −2.51 * | −0.78 | −0.64 | 0.78 |
(−1.19) | (−0.82) | (−0.93) | (−0.66) | (−1.73) | (−0.61) | (−0.47) | (0.68) | |
FirmAge | −0.01 | −0.01 | −0.01 | −0.01 | −0.04 ** | −0.04 ** | −0.04 ** | −0.04 ** |
(−1.63) | (−1.42) | (−1.44) | (−1.54) | (−2.42) | (−2.02) | (−2.14) | (−2.22) | |
Lev | 0.07 *** | 0.07 *** | 0.07 *** | 0.07 *** | 0.06 *** | 0.06 *** | 0.06 *** | 0.06 *** |
(9.28) | (9.23) | (9.21) | (9.08) | (3.51) | (3.21) | (3.34) | (3.47) | |
Capex | −22.24 ** | −23.42 ** | −24.42 ** | −22.96 ** | −2.40 | −5.19 | −4.34 | 5.04 |
(−2.36) | (−2.50) | (−2.57) | (−2.39) | (−0.15) | (−0.31) | (−0.25) | (0.31) | |
MTB | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 | 0.02 *** | 0.02 *** | 0.02 *** | 0.02 *** |
(1.98) | (2.03) | (1.98) | (1.64) | (3.74) | (3.92) | (3.93) | (3.45) | |
DivPay | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 | −0.00 | −0.00 | −0.00 |
(−3.29) | (−2.96) | (−2.94) | (−2.98) | (−0.64) | (−0.61) | (−0.43) | (−0.85) | |
BoardSize | −0.16 | −0.11 | −0.07 | −0.12 | −0.28 | 0.04 | 0.07 | 0.04 |
(−1.18) | (−0.76) | (−0.53) | (−0.97) | (−1.13) | (0.16) | (0.30) | (0.18) | |
IndeptDir | 0.07 *** | 0.08 *** | 0.08 *** | 0.07 *** | 0.08 | 0.14 ** | 0.15 ** | 0.05 |
(4.07) | (4.96) | (5.00) | (3.10) | (1.45) | (2.22) | (2.41) | (0.82) | |
CEOAge | 0.09 * | 0.09 * | 0.09 * | 0.09 ** | −0.22 *** | −0.22 *** | −0.24 *** | −0.28 *** |
(1.91) | (1.87) | (1.88) | (2.00) | (−2.99) | (−2.87) | (−3.06) | (−3.75) | |
CEOTenure | 0.18 *** | 0.19 *** | 0.19 *** | 0.19 *** | 0.08 | 0.09 | 0.12 | 0.18 ** |
(5.54) | (5.71) | (5.84) | (5.98) | (1.08) | (1.22) | (1.61) | (2.36) | |
Duality | −0.53 | −0.62 | −0.49 | −0.41 | −0.64 | −0.26 | −0.58 | 1.05 |
(−0.79) | (−0.92) | (−0.74) | (−0.62) | (−0.38) | (−0.15) | (−0.32) | (0.60) | |
GDPGrow | 0.11 | 0.02 | 0.04 | 0.04 | −0.15 | −0.17 | −0.14 | −0.15 |
(0.50) | (0.09) | (0.20) | (0.21) | (−0.63) | (−0.77) | (−0.61) | (−0.67) | |
Constant | 1.91 | 2.31 | 1.56 | −2.43 | −3.77 | −4.73 | −6.22 | −16.78 ** |
(0.38) | (0.48) | (0.32) | (−0.51) | (−0.52) | (−0.65) | (−0.86) | (−2.31) | |
Country FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 852 | 852 | 852 | 852 | 258 | 258 | 258 | 258 |
R2 | 0.26 | 0.25 | 0.26 | 0.26 | 0.46 | 0.43 | 0.42 | 0.45 |
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Lu, K.; Onuk, C.B.; Xia, Y.; Zhang, J. ESG Ratings and Financial Performance in the Global Hospitality Industry. J. Risk Financial Manag. 2025, 18, 24. https://doi.org/10.3390/jrfm18010024
Lu K, Onuk CB, Xia Y, Zhang J. ESG Ratings and Financial Performance in the Global Hospitality Industry. Journal of Risk and Financial Management. 2025; 18(1):24. https://doi.org/10.3390/jrfm18010024
Chicago/Turabian StyleLu, Kefan, Cagri Berk Onuk, Yifei Xia, and Jianing Zhang. 2025. "ESG Ratings and Financial Performance in the Global Hospitality Industry" Journal of Risk and Financial Management 18, no. 1: 24. https://doi.org/10.3390/jrfm18010024
APA StyleLu, K., Onuk, C. B., Xia, Y., & Zhang, J. (2025). ESG Ratings and Financial Performance in the Global Hospitality Industry. Journal of Risk and Financial Management, 18(1), 24. https://doi.org/10.3390/jrfm18010024