Regional Sustainability ›› 2023, Vol. 4 ›› Issue (3): 235-248.doi: 10.1016/j.regsus.2023.07.001cstr: 32279.14.j.regsus.2023.07.001
• Full Length Article • Previous Articles Next Articles
Received:
2023-02-02
Revised:
2023-04-08
Accepted:
2023-07-26
Published:
2023-09-30
Online:
2023-10-20
Contact:
*E-mail address: Md. Mominur RAHMAN. Impact of taxes on the 2030 Agenda for Sustainable Development: Evidence from Organization for Economic Co-operation and Development (OECD) countries[J]. Regional Sustainability, 2023, 4(3): 235-248.
Table 1
Variable description and data sources."
Variable | Measurement | Data sources |
---|---|---|
Sustainable Development Goals (SDGs) | The SDGs are global indices that measure progress toward achieving the United Nations’ SDGs. SDGs provide a scorecard for each country on the 17 SDGs based on variables that measure the country's progress toward achieving each goal. The variable is designed to help countries identify areas where they need to focus their efforts to achieve SDGs and to track progress over time. | Sustainable Development Report ( |
Effective average tax (EAT) | EAT indicates the percentage of total taxable amount over all taxes of OECD countries from 2000 to 2021. | Heimberger ( |
Tax on personal income (TPI) | TPI is measured in the percentage of taxes on net income and individual capital gain over the total taxes of OECD countries from 2000 to 2021. | OECD ( |
Tax on corporate profits (TCP) | TCP is measured in the percentage of taxes on company's net profit and capital gains over the total taxes of OECD countries from 2000 to 2021. | OECD ( |
Tax on goods and services (TGS) | TGS is measured in the percentage of taxes on goods and services over the total taxes of OECD countries from 2000 to 2021. | OECD ( |
Table 2
Descriptive statistics of five variables (SDGs, EAT, TPI, TCP, and TGS)."
Variable | Mean | Median | Minimum | Maximum | Standard deviation | Skewness | Kurtosis |
---|---|---|---|---|---|---|---|
SDGs | 0.783 | 0.735 | 0.515 | 0.921 | 0.340 | 0.289 | 3.101 |
EAT | 0.373 | 0.329 | 0.168 | 0.433 | 0.218 | 0.427 | 9.615 |
TPI | 0.129 | 0.118 | 0.109 | 0.225 | 0.055 | 0.217 | 4.853 |
TCP | 0.559 | 0.575 | 0.667 | 0.177 | 0.311 | 0.122 | 3.946 |
TGS | 0.613 | 0.695 | 0.235 | 0.791 | 0.245 | 0.229 | 7.844 |
Table 3
Correlation matrix of five variables (SDGs, EAT, TPI, TCP, and TGS)."
Variable | SDGs | EAT | TPI | TCP | TGS |
---|---|---|---|---|---|
SDGs | 1.000 | ||||
EAT | 0.439** (10.011) | 1.000 | |||
TPI | 0.321* (4.173) | 0.072* (5.287) | 1.000 | ||
TCP | 0.468* (6.048) | 0.113** (3.386) | 0.101** (4.271) | 1.000 | |
TGS | 0.293* (5.763) | 0.055* (2.873) | 0.003* (3.762) | 0.138* (4.278) | 1.000 |
Table 5
Results of second-generation panel unit root tests (Cross-sectional Augmented Dickey-Fuller (CADF) test and Cross-sectional Im, Pesaran, and Shin (CIPS) test) for five variables (SDGs, EAT, TPI, TCP, and TGS)."
Variable | CIPS | CADF | ||
---|---|---|---|---|
I(0) | I(1) | I(0) | I(1) | |
SDGs | 2.142 | 5.062* | 1.912 | 4.168** |
EAT | 1.480 | 3.195* | 1.325 | 2.941* |
TPI | 2.151 | 3.910** | 2.039* | 3.020** |
TCP | 2.104 | 4.932* | 2.179 | 4.020* |
TGS | 1.991 | 4.565** | 2.592* | 3.841* |
Table 6
Result of panel cointegration test with four test statistics based on the Error Correction Model, including the parameters of Ga, Gt, Pa, and Pt."
Statistics | Gt | Ga | Pt | Pa |
---|---|---|---|---|
Value | 3.464** | 9.294* | 8.286* | 9.704*** |
Z-value | 3.431 | 1.719 | 1.472 | 0.135 |
P-value | 0.006 | 0.050 | 0.051 | 0.090 |
Robust P-value | 0.004 | 0.000 | 0.000 | 0.000 |
Table 7
Result of long-run estimation test with augmented mean group (AMG) and Common Correlated Effects Mean Group (CCEMG)."
Variable | AMG | CCEMG | ||
---|---|---|---|---|
Coefficient | P-value | Coefficient | P-value | |
Constant | 2.235** | 0.000 | 3.597 | 0.307 |
EAT | 0.399* | 0.042 | 0.500** | 0.006 |
TPI | 0.204* | 0.030 | 0.309*** | 0.060 |
TCP | 0.545** | 0.001 | 0.568** | 0.000 |
TGS | 0.559** | 0.000 | 0.671** | 0.000 |
RMSE | 0.018 | 0.020 |
Table 8
Results of the Dumitrescu-Hurlin (DH) test of five variables (SDG, EAT, TPI, TCP, and TGS)."
Null hypothesis (H0) | W-value | Z-value | P-value | Remark |
---|---|---|---|---|
EAT$\nLeftrightarrow$SDGs | 4.146** | 3.485 | 0.001 | EAT→SDGs |
SDGs$\nLeftrightarrow$EAT | 5.861 | 5.082 | 0.271 | |
TPI$\nLeftrightarrow$SDGs | 6.701** | 5.571 | 0.000 | TPI→SDGs |
SDGs$\nLeftrightarrow$TPI | 4.760 | 3.648 | 0.443 | |
TCP$\nLeftrightarrow$SDGs | 4.254** | 3.398 | 0.009 | TCP↔SDGs |
SDGs$\nLeftrightarrow$TCP | 2.576** | 0.854 | 0.000 | |
TGS$\nLeftrightarrow$SDGs | 4.145** | 3.359 | 0.002 | TGS→SDGs |
SDGs$\nLeftrightarrow$TGS | 3.673 | 1.738 | 0.384 |
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