Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
2.1. Signaling Theory
2.2. Legitimacy Theory
2.3. Sustainability Disclosure and Firm Performance
2.4. Sustainability Disclosure, Family Firm, and Firm Performance
3. Methodology
3.1. Data
3.2. Variables Definition and Measurement
3.2.1. Dependent Variable
3.2.2. Independent Variable
3.2.3. Moderating Variable
3.2.4. Control Variables
- SIZE = Logarima natural total assets
- LEV =
- AGE = Annual report year − Company stabilization years
- REG = The industry variable is measured as a dummy variable, which is worth 1 if the company is included in the mining sector category, and 0 if it is not.
4. Results and Discussion
4.1. Descriptive Statistics
4.2. Pearson Correlation
4.3. Regression Results
4.4. Additional Test
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Obs | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|---|
MBV | 850 | 2.376 | 6.687 | −0.498 | 82.444 |
ROA | 850 | 0.035 | 0.089 | −0.579 | 0.921 |
TBQ | 850 | 1.049 | 2015 | 0.016 | 22.559 |
ROE | 850 | 0.045 | 0.307 | −3.297 | 2245 |
SRD | 864 | 0.183 | 0.09 | 0 | 0.522 |
FAMOWN | 770 | 0.51 | 1001 | 0 | 1 |
LEV | 850 | 1808 | 5.681 | 0.003 | 9.55 |
SIZE | 850 | 21.975 | 1.57 | 18.045 | 26.587 |
AGE | 850 | 38.328 | 19.67 | 5 | 119 |
Years | MBV | ROA | TBQ | ROE |
---|---|---|---|---|
2014 | 2.564 | 0.048 | 1.18 | 0.087 |
2015 | 1.924 | 0.028 | 0.921 | 0.044 |
2016 | 2.436 | 0.041 | 1.134 | 0.071 |
2017 | 2986 | 0.039 | 1.104 | 0.077 |
2018 | 2.484 | 0.044 | 1.109 | 0.056 |
2019 | 1979 | 0.021 | 0.934 | −0.007 |
2020 | 2332 | 0.027 | 0.986 | −0.003 |
Variables | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|
2014 | 0.205 | 0.085 | 0.07 | 0.433 |
2015 | 0.204 | 0.085 | 0.074 | 0.436 |
2016 | 0.22 | 0.089 | 0.091 | 0.476 |
2017 | 0.227 | 0.095 | 0.074 | 0.522 |
2018 | 0.136 | 0.067 | 0.053 | 0.395 |
2019 | 0.144 | 0.075 | 0.057 | 0.44 |
2020 | 0.163 | 0.09 | 0 | 0.484 |
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
---|---|---|---|---|---|---|---|---|
(1) MBR | 1.000 | |||||||
(2) ROA | 0.387 * | 1.000 | ||||||
(3) ROEEAT | 0.382 * | 0.730 * | 1.000 | |||||
(4) FAM_OWN | −0.123 * | −0.103 * | −0.075 | 1.000 | ||||
(5) LEV | 0.274 * | −0.109 * | −0.341 * | −0.050 | 1.000 | |||
(6) REG | −0.059 | −0.058 | −0.071 | −0.040 | 0.030 | 1.000 | ||
(7) SIZE | 0.082 | 0.137 * | 0.120 * | −0.086 | −0.011 | 0.127 * | 1.000 | |
(8) AGE | 0.186 * | 0.149 * | 0.139 * | 0.021 | −0.006 | −0.159 * | 0.028 | 1.000 |
Variables | CSRD | Variables | MBR | Variables | CSRD | Variables | ROE |
---|---|---|---|---|---|---|---|
Coefficient | Coefficient | Coefficient | Coefficient | ||||
const | 0.0489 ** | const | −5.0551 *** | const | 0.0424 * | const | −0.3989 *** |
MBR | 0.0004 | CSRD | 3.1186 *** | ROE | 0.0104 | CSRD | 0.1856 *** |
LEV | −7.9859 × 10−5 | LEV | 0.1964 *** | LEV | 0.0003 | LEV | −0.0218 *** |
REG | 0.001 | REG | −0.2445 *** | REG | 0.0001 | REG | −0.0102 |
SIZE | 0.0056 *** | SIZE | 0.2161 *** | SIZE | 0.0058 *** | SIZE | 0.0180 *** |
AGE | −6.1187 × 10−6 | AGE | 0.0272 *** | AGE | 3.00 × 10−5 | AGE | 0.0012 *** |
ROA | 0.1094 *** | ROA | 0.1049 *** | ||||
Correlation of residuals | −0.03097 p-value 0.3672 | Correlation of residuals | −0.05934 p-value 0.0838 |
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
MBV | MBV | MBV | ROE | ROE | ROE | |
SRD | 6942 *** | 6120 * | 0.220 * | 0.145 | ||
(2.72) | (2.06) | (1.95) | (1.10) | |||
FAMOWN | 1.004 *** | −0.522 | −0.003 | −0.058 ** | ||
(4.25) | (-1.01) | (-0.28) | (-2.50) | |||
SRDxFAMOWN | 9761 *** | 0.347 *** | ||||
(3.43) | (2.74) | |||||
LEV | 0.352 *** | 0.357 *** | 0.361 *** | −0.018 *** | −0.018 *** | −0.017 *** |
(9.59) | (9.38) | (9.61) | (−10.88) | (−10.40) | (−10.43) | |
REG | −0.015 | −0.279 | −0.411 | 0.019 | 0.020 | 0.016 |
(−0.02) | (−0.28) | (−0.43) | (0.46) | (0.47) | (0.38) | |
SIZE | 0.341 * | 0.423 *** | 0.344 * | 0.028 *** | 0.027 *** | 0.025 *** |
(2.41) | (2.69) | (2.20) | (4.49) | (3.92) | (3.59) | |
AGE | 0.057 *** | 0.055 *** | 0.050 *** | 0.002 *** | 0.002 *** | 0.002 *** |
(5.27) | (4.75) | (4.36) | (3.92) | (4.09) | (3.78) | |
Years effect | Included | Included | Included | Included | Included | Included |
Industry Effect | Included | Included | Included | Included | Included | Included |
Intercept | −10,327 ** | −10,722 ** | −10,317 *** | −0.698 *** | −0.635 *** | −0.620 *** |
(−3.14) | (−2.91) | (−2.84) | (−4.83) | (−3.90) | (−3.84) | |
N | 850 | 761 | 761 | 850 | 761 | 761 |
(7) | (8) | (9) | (10) | (11) | (12) | |
---|---|---|---|---|---|---|
ROA | ROA | ROA | TBQ | TBQ | TBQ | |
SRD | 0.090 *** | 0.090 ** | 2544 *** | 2546 *** | ||
(2.77) | (2.46) | (3.28) | (2.86) | |||
FAMOWN | −0.001 | −0.010 | 0.235 *** | −0.175 | ||
(−0.38) | (−1.50) | (3.31) | (−1.13) | |||
SRDxFAMOWN | 0.056 | 2656 *** | ||||
(1.60) | (3.12) | |||||
LEV | −0.001 *** | −0.001 ** | −0.001 ** | −0.004 | −0.002 | −0.001 |
(−2.80) | (−2.71) | (−2.63) | (−0.35) | (−0.21) | (−0.09) | |
REG | 0.015 | 0.016 | 0.015 | 0.192 | 0.157 | 0.116 |
(1.32) | (1.36) | (1.28) | (0.68) | (0.54) | (0.40) | |
SIZE | 0.009 *** | 0.009 *** | 0.008 *** | 0.151 *** | 0.162 *** | 0.133 *** |
(4.91) | (4.43) | (3.92) | (3.51) | (3.44) | (2.83) | |
AGE | 0.001 *** | 0.001 *** | 0.001 *** | 0.016 *** | 0.016 *** | 0.014 *** |
(4.08) | (4.53) | (4.25) | (4.77) | (4.49) | (4.09) | |
Years effect | Included | Included | Included | Included | Included | Included |
Effect industry | Included | Included | Included | Included | Included | Included |
Intercept | −0.211 *** | −0.183 *** | −0.181 *** | −3735 *** | −3.461 *** | −3357 ** |
(−5.05) | (−4.05) | (−4.03) | (−3.75) | (−3.13) | (−3.09) | |
N | 850 | 761 | 761 | 850 | 761 | 761 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
---|---|---|---|---|---|---|---|---|
MBV | ROA | TBQ | ROE | |||||
FAMOWNN = 0 | FAMOWNN = 1 | FAMOWNN = 0 | FAMOWNN = 1 | FAMOWNN = 0 | FAMOWNN = 1 | FAMOWNN = 0 | FAMOWNN = 1 | |
SRD | 5.871 | 3634 *** | 0.105 ** | 0.011 | 2142 * | 1839 *** | 0.269 * | −0.116 |
(1.48) | (4.20) | (2.53) | (0.21) | (1.82) | (3.43) | (1.76) | (-0.80) | |
LEV | 0.370 *** | −0.027 | −0.001 * | −0.009 *** | 0.000 | −0.088 *** | −0.016 *** | −0.055 *** |
(8.03) | (−0.79) | (−1.84) | (−4.75) | (0.00) | (−4.08) | (−8.97) | (−9.57) | |
REG | −0.462 | −0.283 | 0.018 | −0.003 | −0.147 | 0.158 | 0.059 | −0.039 |
(−0.20) | (−1.31) | (0.77) | (−0.28) | (−0.22) | (1.18) | (0.67) | (−1.09) | |
SIZE | 0.376 * | 0.170 *** | 0.004 * | 0.015 *** | 0.143 ** | 0.119 *** | 0.013 | 0.047 *** |
(1.67) | (3.83) | (1.79) | (5.73) | (2.14) | (4.31) | (1.52) | (6.35) | |
AGE | 0.101 *** | −0.004 | 0.001 *** | −0.000 | 0.028 *** | −0.002 | 0.004 *** | −0.001 |
(5.62) | (−1.24) | (4.90) | (−0.45) | (5.26) | (−1.01) | (5.21) | (−1.11) | |
years | Included | Included | Included | Included | Included | Included | Included | Included |
Industry | Included | Included | Included | Included | Included | Included | Included | Included |
Intercept | −12,035 * | −3.251 ** | −0.111 * | −0.293 *** | −3700 * | −2316 *** | −0.396 | −0.927 *** |
(−2.26) | (−3.23) | (−2.00) | (−5.09) | (−2.35) | (−3.71) | (−1.93) | (−5.49) | |
N | 532 | 318 | 532 | 318 | 532 | 318 | 532 | 318 |
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Zarefar, A.; Agustia, D.; Soewarno, N. Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm. Sustainability 2022, 14, 12022. https://doi.org/10.3390/su141912022
Zarefar A, Agustia D, Soewarno N. Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm. Sustainability. 2022; 14(19):12022. https://doi.org/10.3390/su141912022
Chicago/Turabian StyleZarefar, Arumega, Dian Agustia, and Noorlailie Soewarno. 2022. "Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm" Sustainability 14, no. 19: 12022. https://doi.org/10.3390/su141912022
APA StyleZarefar, A., Agustia, D., & Soewarno, N. (2022). Bridging the Gap between Sustainability Disclosure and Firm Performance in Indonesian Firms: The Moderating Effect of the Family Firm. Sustainability, 14(19), 12022. https://doi.org/10.3390/su141912022