Regional Sustainability ›› 2021, Vol. 2 ›› Issue (4): 337-348.doi: 10.1016/j.regsus.2022.01.004cstr: 32279.14.j.regsus.2022.01.004
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Fisayo FAGBEMIa,*(), Geraldine Ejiaka NZERIBEb, Tolulope Temilola OSINUBIc, Simplice ASONGUa
Received:
2021-08-01
Revised:
2021-11-28
Accepted:
2022-01-26
Published:
2021-10-30
Online:
2022-03-18
Contact:
Fisayo FAGBEMI
E-mail:fisay4real@yahoo.com
Fisayo FAGBEMI, Geraldine Ejiaka NZERIBE, Tolulope Temilola OSINUBI, Simplice ASONGU. Interconnections between governance and socioeconomic conditions: Understanding the challenges in sub-Saharan Africa[J]. Regional Sustainability, 2021, 2(4): 337-348.
Table 1
Description, measurement, and source of variables used in the study."
Variable | Code | Description and measurement | Source |
---|---|---|---|
Socioeconomic condition | SOCD | An assessment of the socioeconomic pressures that could constrain government action or fuel social dissatisfaction. The risk rating assigned is the sum of three subcomponents (unemployment, consumer confidence, and poverty), and each of them has a maximum score of four points and a minimum score of zero point. A score of four points equates to very low risk and a score of zero point to very high risk. A total of 12 points is possible. | International Country Risk Guide ( |
Income per capita (USD) | INC | It is gross national income in purchasing power parity (PPP) divided by mid-year population. | World development indicator ( |
Political stability | POL | Measuring perceptions of the likelihood of political instability and/or politically motivated violence, including terrorism. It is rated on a scale, as appropriate, ranging between -2.5 and 2.5. | World Governance Indicators ( |
Voice and accountability | ACC | Representing the extent to which a country’s citizens are able to participate in selecting their government, as well as the freedom of expression, freedom of association, and free media. It is rated on a scale, as appropriate, ranging between -2.5 and 2.5. | World Governance Indicators ( |
GDP per capita (USD) | GDP | The sum of gross value added by all resident producers in the economy in addition to any product taxes and minus any subsidies not included in the value of the products. It is measured without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. | World development indicator ( |
Foreign direct investment, net inflows (% of GDP) | FDI | Representing net inflows—new investment inflows less disinvestment—in the reporting economy from external (foreign) investors. | World development indicator ( |
Domestic credit to the private sector (% of GDP) | DCP | Referring to financial resources provided to the private sector by financial corporations, such as through loans, purchases of nonequity securities, and trade credits, and other accounts receivable that establish a claim for repayment. | World development indicator ( |
Table 2
Statistical features of the variables."
Statistic | SOCD | INC (USD) | ACC | POL | GDP per capita (USD) | FDI (% of GDP) | DCP (% of GDP) |
---|---|---|---|---|---|---|---|
Mean | 3.15 | 3667.13 | -0.78 | -1.00 | 1853.79 | 5.91 | 20.25 |
Median | 3.00 | 2083.49 | -1.02 | -1.43 | 784.04 | 2.72 | 13.48 |
Maximum | 6.00 | 17,260.46 | 0.65 | 1.10 | 9675.43 | 103.34 | 160.13 |
Minimum | 1.00 | 518.84 | -1.47 | -2.18 | 300.56 | -6.06 | 1.20 |
Standard deviation | 1.05 | 4071.12 | 0.52 | 1.08 | 2410.66 | 11.42 | 28.12 |
Skewness# | 0.49 | 1.95 | 1.00 | 0.42 | 2.08 | 5.40 | 3.95 |
Kurtosis# | 2.83 | 5.55 | 3.05 | 1.93 | 5.95 | 37.90 | 18.19 |
Jarque-Bera# | 12.47 | 275.78 | 50.79 | 23.64 | 330.22 | 16,965.92 | 3725.33 |
Significance | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Sum | 960.84 | 1,118,473.00 | -236.33 | -305.04 | 565,406.90 | 1801.79 | 6176.23 |
Sum square deviation | 334.86 | 5.04 | 83.24 | 352.39 | 1.77 | 39,629.94 | 240,362.50 |
Observations | 305 | 305 | 305 | 305 | 305 | 305 | 305 |
Table 4
Results of the panel unit root tests."
Variable | Im, Pesaran, and Shin test (W-statistic) | ADF Fisher test (Choi Z-statistic) | Phillips-Perron Fisher test (Choi Z-statistic) | |
---|---|---|---|---|
SOCD | Level | -0.02 | -0.04 | -0.86 |
First difference | -11.61*** | -11.26*** | -16.03*** | |
ICN | Level | 6.44 | 6.10 | 5.03 |
First difference | -7.20*** | -6.92*** | -7.20*** | |
ACC | Level | -7.46** | 9.10** | -10.57** |
First difference | - | - | - | |
POL | Level | -14.51*** | 1.89 | 2.91 |
First difference | - | -12.34*** | -13.92*** | |
GDP per capita | Level | -7.26*** | -6.49*** | -7.06*** |
First difference | - | - | - | |
FDI | Level | 1.32 | 1.33 | 2.16 |
First difference | -11.96*** | -13.38*** | -12.05*** | |
DCP | Level | 2.47 | 4.81 | 1.37 |
First difference | -16.11** | -13.98*** | -14.19*** |
Table 5
Results of Panel-Corrected Standard Error (PCSE) and System Generalized Method of Moments (System GMM)."
Variable | PCSE | System GMM | ||||||
---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 1 | Model 2 | Model 3 | Model 4 | |
SOCD (lag) | - | - | - | - | 0.67*** (10.79) | 0.65*** (11.08) | - | - |
INC (lag) | - | - | - | - | - | - | 0.54*** (7.91) | 0.61*** (6.01) |
ACC | 0.03*** (4.81) | - | 0.11** (3.14) | - | 0.06** (3.12) | - | 0.21** (3.22) | - |
POL | - | 0.01*** (5.26) | - | 0.13** (3.11) | - | 0.05** (2.85) | - | 0.41*** (4.21) |
GDP per capita | 0.13** (2.58) | 0.05* (1.69) | 0.12** (3.01) | 0.22*** (5.04) | 0.01*** (5.62) | 0.05** (2.87) | 0.17*** (4.11) | 0.25** (2.96) |
FDI | 0.01* (2.34) | 0.11* (1.88) | 0.13 (1.15) | 0.21 (0.88) | 1.02 (0.19) | 0.06 (0.11) | 0.01 (0.17) | 0.10 (0.61) |
DCP | 0.21** (2.15) | 0.13** (2.71) | 0.41* (1.55) | 0.23** (2.52) | 0.04** (3.27) | 0.01** (3.11) | 0.19* (1.56) | 0.23* (1.51) |
Constant | 0.04 (0.11) | 0.22 (0.71) | 0.12* (1.66) | 0.20** (2.53) | 0.37** (3.22) | 1.21** (2.91) | 0.13* (1.58) | 0.17** (2.01) |
R2 | 0.56 | 0.54 | 0.57 | 0.55 | - | - | - | - |
Observations | 305 | 305 | 305 | 305 | 257 | 257 | 257 | 257 |
Number of countries | 25 | 25 | 25 | 25 | 25 | 25 | 25 | 25 |
Table 6
Results of diagnostic test."
Variable | PCSE | System GMM | ||||||
---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 1 | Model 2 | Model 3 | Model 4 | |
Pesaran cross-sectional dependence | 0.29 | 0.42 | 0.13 | 0.25 | - | - | - | - |
Heteroskedasticity | 0.21 | 0.35 | 0.42 | 0.33 | - | - | - | - |
A-Bond AR (1) | - | - | - | - | -5.21 (0.00) | -5.18 (0.00) | -4.97 (0.00) | -5.32 (0.00) |
A-Bond AR (2) | - | - | - | - | -1.03 (0.13) | -1.05 (0.28) | -1.12 (0.31) | -1.22 (0.33) |
Sargan test | - | - | - | - | 46.21 (0.31) | 49.17 (0.14) | 47.02 (0.34) | 49.01 (0.23) |
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