Assessing the Role of Board Structure on the Nexus between Green Innovations, Green Taxation, and Cosmetic Accounting Practice in Nigeria
Abstract
:1. Introduction
2. Review of the Literature
2.1. Green Taxation and Cosmetic Accounting
2.2. Board Structure, Green Taxation, and Cosmetic Accounting
2.3. Green Innovation and Cosmetic Accounting
2.4. Corporate Board Structure, Green Innovation, and Cosmetic Accounting
3. Methodology
Model Specification
4. Results and Explanation
4.1. Descriptive Statistics
4.2. Correlation
4.3. Regression Estimates
4.4. Supplementary Analysis
4.5. Alternative Measurement of Outcome Variable
5. Conclusions and Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Name of Variable | Short Form | Measurement | Source |
---|---|---|---|
Dependent Variable | |||
Cosmetic accounting | COSA | The difference in the coefficient deviation of income (CVI) is divided by the difference in the coefficient variation of sales/revenue (CVS). If a corporation’s CVI/CVS quotient is more than/equal to 1, a corporation is perceived to have smoothed income and otherwise is 0. | [10,53] |
Independent Variable | |||
Total green taxes | TGREENTAX | Environmental taxes revenue as % of GDP (“All tax bases (sources from energy, transport pollution, and resources taxes”) | OECD data |
Green innovation | GREENINIVO | It is computed as the proportion the share of environment-related inventions on all inventions in all technologies at home-based and the portion of environment-related inventions on all inventions in all technologies in the globe). An index of 1 indicates that an economy invents as much in “green” technologies as the globe; an index more than 1 shows a comparative technological advantage of a country compared to the globe. | OECD data |
Control Variables | |||
Firm size | FirmSiz | Natural log of firm assets | [54,55] |
Board structure (board expertise, board autonomy, board gender diversity, audit committee expertise, and audit committee autonomy) | BGS | 1 is assigned for a board that has at least a financial expert in the Board and 0 otherwise. 1 is assigned for a board that has majority members as autonomous directors and 0 otherwise. 1 is assigned for a board that has at least a female member in the Board and 0 otherwise. 1 is assigned for an AC that has at least a financial expert in the AC and 0 otherwise. 1 is assigned for a AC that has majority members as autonomous directors and 0 otherwise. | [56,57] |
Gross domestic product | GDPPERCAP | Natural log of GDP per capita. | World Bank data |
Variable | Obs | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|---|
COSA | 792 | 0.814 | 0.389 | 0.000 | 1.000 |
TGREENTAX | 792 | 0.017 | 0.007 | 0.000 | 0.020 |
GREENINIVO | 792 | 1.322 | 0.932 | 0.000 | 3.470 |
FIRMSIZ | 792 | 16.568 | 1.590 | 13.755 | 19.450 |
BGS | 792 | 3.194 | 0.660 | 2.000 | 5.000 |
GDPPERCAP | 792 | 11.924 | 1.341 | 9.110 | 13.623 |
Variable | COSA | TGREENTAX | GREENINOV | FIRMSIZ | BGS | GDPPERCAP |
---|---|---|---|---|---|---|
COSA | 1.000 | |||||
TGREENTAX | 0.0863 ** | 1.000 | ||||
0.015 | ||||||
GREENINOV | 0.0758 * | 0.0973 *** | 1.000 | |||
0.033 | 0.006 | |||||
FIRMSIZ | −0.017 | 0.007 | −0.035 | 1.000 | ||
0.630 | 0.840 | 0.322 | ||||
BGS | −0.051 | −0.036 | 0.3376 *** | 0.003 | 1.000 | |
0.149 | 0.318 | 0.000 | 0.926 | |||
GDPPERCAP | 0.029 | −0.3858 *** | 0.1938 *** | 0.001 | 0.1699 *** | |
0.408 | 0.000 | 0.000 | 0.979 | 0.000 | 1.000 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
TGREENTAX | 5.568 | 2.115 | 2.630 *** | 0.008 |
GREENINOV | 0.034 | 0.017 | 2.030 ** | 0.042 |
FIRMSIZ | −0.004 | 0.008 | −0.430 | 0.666 |
BGS | −0.052 | 0.021 | −2.460 ** | 0.014 |
GDPPERCAP | 0.000 | 0.000 | 1.820 * | 0.069 |
Pseudo R2 | 0.134 | |||
Wald X2 | 79.210 | |||
Probability of Wald X2 | 0.000 | |||
Linktest (Hatsq) | 0.769 | |||
Gof test group (10) | 0.686 | |||
Correctly classified | 81.440 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
TGREENTAX | 28.827 | 7.842 | 3.680 *** | 0.000 |
GREENINOV | 0.126 | 0.029 | 4.280 *** | 0.000 |
TGREENTAX*BGS | −6.853 | 2.459 | −2.790 *** | 0.005 |
GREENINOV*BGS | −0.027 | 0.008 | −3.420 *** | 0.001 |
FIRMSIZ | 0.000 | 0.008 | 0.020 | 0.984 |
BGS | −0.108 | 0.051 | −2.140 ** | 0.033 |
GDPPERCAP | 0.000 | 0.000 | 2.340 ** | 0.019 |
Pseudo R2 | 0.148 | |||
Wald X2 | 56,125.99 | |||
Probability of Wald X2 | 0.000 | |||
Linktest (Hatsq) | 0.838 | |||
Gof test group (10) | 0.815 | |||
Correctly classified | 81.690 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
COSA | ||||
L1. | 0.038 | 0.002 | 19.460 *** | 0.000 |
TGREENTAX | 5.297 | 0.127 | 41.580 *** | 0.000 |
GREENINOV | 0.105 | 0.024 | 3.567 *** | 0.000 |
FIRMSIZ | 0.005 | 0.001 | 3.540 *** | 0.000 |
BGS | −0.125 | 0.014 | −11.187 *** | 0.000 |
GDPPERCAP | −0.031 | 0.001 | −32.090 *** | 0.000 |
0.000 | 0.000 | 52.400 *** | 0.000 | |
_cons | 0.561 | 0.021 | 27.330 *** | 0.000 |
Wald. X2 | 1,050,000 | |||
Prob. of X2 | 0.000 | |||
AR I: Prob. | 0.000 | |||
AR II: Prob. | 0.369 | |||
Prob. of Sargan | 0.388 | |||
Prob. of Hansen | 0.684 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
COSA | ||||
L1. | 0.116 | 0.018 | 6.370 *** | 0.000 |
TGREENTAX | 8.685 | 1.281 | 6.780 *** | 0.000 |
GREENINOV | −0.058 | 0.013 | −4.500 *** | 0.000 |
TGREENTAX*BGS | −1.680 | 0.385 | −4.360 *** | 0.000 |
GREENINOV*BGS | 0.015 | 0.004 | 3.940 *** | 0.000 |
FIRMSIZ | 0.031 | 0.004 | 8.170 *** | 0.000 |
BGS | −0.013 | 0.011 | −1.150 | 0.248 |
GDPPERCAP | 0.000 | 0.000 | 4.090 *** | 0.000 |
_cons | 0.163 | 0.061 | 2.690 *** | 0.007 |
Wald. X2 | 7,800,000 | |||
Prob. of X2 | 0.000 | |||
AR I: Prob. | 0.000 | |||
AR II: Prob. | 0.121 | |||
Prob. of Sargan | 0.797 | |||
Prob. of Hansen | 0.531 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
COSA | ||||
L1. | 0.151 | 0.002 | 80.480 *** | 0.000 |
TGREENTAX | 6.362 | 0.609 | 10.440 *** | 0.000 |
GREENINOV | −0.035 | 0.004 | −8.790 *** | 0.000 |
FIRMSIZ | 0.003 | 0.003 | 0.940 | 0.346 |
BGS | −0.117 | 0.016 | −8.165 *** | 0.000 |
GDPPERCAP | −0.024 | 0.003 | −8.180 *** | 0.000 |
0.000 | 0.000 | 11.680 *** | 0.000 | |
_cons | 0.151 | 0.002 | 80.480 *** | 0.000 |
Wald. X2 | 1,050,000 | |||
Prob. of X2 | 0.000 | |||
AR I: Prob. | 0.000 | |||
AR II: Prob. | 0.463 | |||
Prob. of Sargan | 0.880 | |||
Prob. of Hansen | 0.702 |
Delta Method | ||||
---|---|---|---|---|
Var. | dy/dx | Std. Err. | z | p > z |
COSA | ||||
L1. | 0.176 | 0.007 | 24.750 *** | 0.000 |
TGREENTAX | −18.780 | 2.694 | −6.970 *** | 0.000 |
GREENINOV | 0.053 | 0.013 | 4.170 *** | 0.000 |
TGREENTAX*BGS | 9.118 | 0.809 | 11.270 *** | 0.000 |
GREENINOV*BGS | −0.036 | 0.004 | −9.490 *** | 0.000 |
FIRMSIZ | 0.008 | 0.007 | 1.220 | 0.221 |
BGS | −0.130 | 0.013 | −10.190 *** | 0.000 |
GDPPERCAP | 0.000 | 0.000 | 16.210 *** | 0.000 |
_cons | 0.269 | 0.114 | 2.370 ** | 0.018 |
Wald. X2 | 7,800,000 | |||
Prob. of X2 | 0.000 | |||
AR I: Prob. | 0.000 | |||
AR II: Prob. | 0.781 | |||
Prob. of Sargan | 0.895 | |||
Prob. of Hansen | 0.850 |
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Bala, H.; Al Naim, A.S.; Sani, A.A.; Alomair, A. Assessing the Role of Board Structure on the Nexus between Green Innovations, Green Taxation, and Cosmetic Accounting Practice in Nigeria. Sustainability 2024, 16, 6919. https://doi.org/10.3390/su16166919
Bala H, Al Naim AS, Sani AA, Alomair A. Assessing the Role of Board Structure on the Nexus between Green Innovations, Green Taxation, and Cosmetic Accounting Practice in Nigeria. Sustainability. 2024; 16(16):6919. https://doi.org/10.3390/su16166919
Chicago/Turabian StyleBala, Hussaini, Abdulaziz S. Al Naim, Armaya’u Alhaji Sani, and Abdulrahman Alomair. 2024. "Assessing the Role of Board Structure on the Nexus between Green Innovations, Green Taxation, and Cosmetic Accounting Practice in Nigeria" Sustainability 16, no. 16: 6919. https://doi.org/10.3390/su16166919
APA StyleBala, H., Al Naim, A. S., Sani, A. A., & Alomair, A. (2024). Assessing the Role of Board Structure on the Nexus between Green Innovations, Green Taxation, and Cosmetic Accounting Practice in Nigeria. Sustainability, 16(16), 6919. https://doi.org/10.3390/su16166919