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. 2021 Jun 9;158(3):889–925. doi: 10.1007/s11205-021-02730-7

Table 5.

Robustness check employing alternative instrumental variables

Variables Dependent: Poverty Dependent: inequality
(29) (30) (31) (32) (33) (34) (35) (36) (37) (38) (39) (40) (41) (42)
LIML LIML LIML LIML LIML LIML LIML LIML LIML LIML LIML LIML LIML LIML
FI_1 − 0.330*** − 0.271
(0.105) (0.390)
FI_2 0.107 − 0.164
(0.155) (0.237)
ATMS − 0.372*** − 0.0490***
(0.0947) (0.0114)
DEP1K − 1.270*** − 0.155***
(0.477) (0.0546)
ACC1K − 1.105*** − 0.209***
(0.242) (0.0375)
BOR1K 0.253 0.0247
(0.347) (0.0445)
LOANS − 0.869*** − 0.156***
(0.189) (0.0204)
DEPGDP − 0.674** − 0.172***
(0.323) (0.0313)
GDPPC − 0.436 − 0.962* 1.540 0.623 − 3.099*** − 1.233*** − 1.851*** 2.531 − 0.158** − 0.0216 0.229* − 0.519*** − 0.141*** − 0.216***
(1.542) (0.561) (1.723) (0.762) (0.660) (0.370) (0.360) (4.270) (0.0747) (0.199) (0.117) (0.0808) (0.0513) (0.0454)
FEM 0.122 0.332 1.117 1.697 0.674 0.591 0.684 − 0.562 − 0.401* − 0.120 − 0.303* − 0.348 − 0.411*** − 0.457***
(2.735) (1.371) (2.847) (1.399) (1.544) (1.040) (1.173) (1.342) (0.208) (0.292) (0.172) (0.217) (0.145) (0.164)
RURAL 1.835* 1.456** 2.823*** 3.264*** 1.117 1.200** 1.221** 0.545 − 0.0776 0.0164 0.0671 − 0.153* − 0.105 − 0.0891
(1.078) (0.591) (1.051) (0.873) (0.711) (0.601) (0.585) (0.941) (0.0868) (0.129) (0.131) (0.0858) (0.0810) (0.0785)
MOB 0.111 0.0342 − 0.155 − 0.0210 − 0.0661 − 0.0627 − 0.134* 0.0293 0.00374 0.00958 − 0.0179 0.00883 − 0.00368 − 0.0133
(0.148) (0.0867) (0.159) (0.0815) (0.110) (0.0790) (0.0766) (0.0733) (0.0137) (0.0178) (0.0134) (0.0108) (0.0108) (0.0120)
UNEMP 0.420 0.435** 0.678** 0.586*** 0.307* 0.307** 0.299** 0.124 0.00524 0.0192 0.0364 − 0.0222 − 0.00814 − 0.00467
(0.336) (0.177) (0.318) (0.185) (0.170) (0.153) (0.149) (0.225) (0.0262) (0.0428) (0.0262) (0.0220) (0.0206) (0.0214)
ROL 0.273 − 0.597*** − 0.569 − 0.628*** − 0.0159 − 0.205 − 0.274 − 0.0211 − 0.00120 0.0301 − 0.0114 0.0715** 0.0596** 0.0562**
(0.449) (0.225) (0.366) (0.202) (0.312) (0.227) (0.232) (0.241) (0.0329) (0.0465) (0.0281) (0.0319) (0.0273) (0.0272)
INF − 0.0113 0.000971 − 0.0134* − 0.0128** − 0.0179** − 0.0197*** − 0.0218*** 0.0102 − 0.000163 − 0.00143 − 0.00102 − 0.00230*** − 0.00301*** − 0.00374***
(0.00931) (0.00969) (0.00732) (0.00524) (0.00869) (0.00670) (0.00778) (0.0174) (0.000931) (0.00108) (0.000852) (0.000781) (0.000816) (0.000936)
Endogeneity 0.217 2.411 0.802 2.951* 0.153 2.424 0.003 9.830*** 3.336* 0.81 0.238 0.023 2.168 1.006
F 49.13*** 49.28*** 49.38*** 57.83*** 43.66*** 69.01*** 52.49*** 2.07* 22.81*** 19.08*** 27.56*** 29.91*** 38.61*** 31.18***
Observations 60 112 75 91 92 112 112 60 112 75 91 92 112 112
Countries 7 11 8 10 10 11 11 7 11 8 10 10 11 11

Standard errors in parentheses. *** p < 0.01, ** p < 0.05, * p < 0.01. LIML: Limited Information Maximum Likelihood estimation using lagged values and the countries' natural rents (i.e., mineral rents as percentage of GDP) as instruments, no constant is reported