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A Systems View Across Time and Space

Table 2 Results based on cross-sectional regressions

From: Does microfinance program innovation reduce income inequality? Cross-country and panel data analysis

Variables

OLS (without region) (1)

OLS (with region) (2)

VI (without region) (3)

VI (with region) (4)

GLF

− 5.00*** (− 4.19)

− 2.5** (− 2.32)

− 3.61** (− 2.39)

− 0.83* (− 1.62)

GDP

− 13.72*** (− 6.81)

− 7.31*** (− 3.04)

− 14.65*** (− 7.08)

− 6.99*** (− 3.25)

DCP

− 0.02 (− 0.33)

0.03 (0.66)

− 0.03 (− 0.47)

0.014 (0.36)

TRADE

0.71*** (2.80)

0.31*** (1.70)

− 0.03 (− 0.47)

0.014 (0.36)

MENA

–

− 13.40*** (− 3.81)

–

− 10.80*** (− 4.9)

LAC

–

6.62 (0.91)

–

8.2 (1.30)

SSA

–

8.30*** (3.24)

–

9.60*** (4.34)

EAP

–

0.38 (0.44)

–

0.80 (1.35)

ECA

–

− 0.98*** (− 3.14)

–

− 1.14*** (− 4.56)

Constant

135.60*** (10.41)

74.68*** (3.93)

138.80*** (10.74)

67.13** (4.11)

R-sq

0.70

0.80

0.83

0.89

Under id (p value)

–

–

33.5 (0.000)

12.1 (0.0023)

Weakid (p value)

–

–

4.3 (0.0178)

23.4 (0.000)

Over id (p value)

–

–

4.8 (0.028)

3.208 (0.070)

Hausman test(Prob > chi2)

  

2.18 (0.700)

3.87(0.900)

Observations

57

57

57

57

  1. GLF and GDP variables are in logarithm. OLS denotes Ordinary Least Squares.Figures in brackets show t-statistic.Regional dummies with South Asia being the reference region: MENA: Middle East and North Africa, SA: South Asia, SSA: Sub-Saharan Africa; EAP: East Asia and Pacific, LAC: Latin America and Caribbean, ECA: Europe and Central Asia
  2. *, ** and ***Indicate statistical significance at the 10, 5 and 1% levels, respectively