Appendix
A. List of Countries
Africa
Asia
Europe and Former
Soviet Union
Latin America and
the Caribbean
Algeria
Angola
Botswana
Burkina Faso
Burundi
Cameroon
Central Africa
Comoros
Djibouti
Egypt (urb)
Egypt (rur)
Ethiopia
Gambia
Ghana
Guinea
Guinea Bissau
Ivory Coast
Kenya
Lesotho
Madagascar
Malawi
Mali
Mauritania
Morocco
Namibia
Niger
Bangladesh (urb)
Bangladesh (rur)
Cambodia
China (rur)
China (urb)
East Timor
Hong Kong
India (rur)
India (urb)
Indonesia (rur)
Indonesia (urb)
Iran
Jordan
Korea
Laos
Malaysia
Mongolia
Mongolia
Nepal
Papua New Guinea
Pakistan
Philippines
Singapore
South Korea
Sri Lanka
Taiwan
Albania
Armenia
Azerbaijan
Belarus
Bosnia
Bulgaria
Croatia
Czech Republic
Estonia
FR Yugoslavia
Georgia
Germany, East
Hungary
Kazakhstan
Kyrgyz Rep
Latvia
Lithuania
Macedonia
Moldova
Poland
Romania
Russia
Slovak Republic
Slovenia
Tajikistan
Turkmenistan
Argentina (urb)
Barbados
Bolivia
Brazil
Chile
Colombia
Costa Rica
Dominican Republic
Ecuador (urb)
El Salvador (urb)
Guatemala
Guyana
Honduras
Jamaica
Mexico
Netherlands Antilles
Nicaragua
Panama
Paraguay
Peru
Is Aid Pro Poor?
2
Niger (rur)
Nigeria
Rwanda
Senegal
South Africa
Swaziland
Tanzania
Tunisia
Uganda
Zambia
Zimbabwe
Thailand
Un. Arab Emirates
Vietnam
Yemen
Table B2. Descriptive statistics of the mean normalised average income per decile.
Table B3. Descriptive statistics of the explanatory variables. ODA ODA*Pol Pol. Rights FDI GDP Gov. Exp. Infl. Life
Is Aid Pro Poor?
6
Table B4. Correlation matrix.
FDI
(%GDP) GDP
Gov.
Exp. Inflation Life exp.
Table B5. Results of selected aid effectiveness studies (Source Mcgillivray et al. 2006)
Selected aid effectiveness studies up to 1996
Author(s)
Results
Rahman (1968)
Foreign capital flows have a negative impact on domestic savings
Griffin (1970)
Foreign capital flows have a negative impact on domestic savings
Gupta (1970)
Foreign capital has no impact on domestic savings
Weisskopf (1972)
Foreign aid has a negative impact on domestic savings
Papanek (1973)
Aid has a positive impact on growth
Mosley (1980)
Aid has no impact of aid on growth
Dowling and Hiemenz (1982)
Aid has a positive impact on growth
Voivodas (1973)
Aid has no impact on growth
Gupta and Islam (1983)
Aid has a positive impact on growth
Mosley et al. (1987)
Aid has no impact on growth
Boone (1996)
Aid has no impact on growth
Result of aid–growth studies, Assessing Aid and beyond
Author(s)
A
i2
(A·P)I
(A·X)i
Results
Burnside and Dollar (1997, 2000)
–
Yes
–
Aid effectiveness depends on the policy environment
Durbarry et al. (1998)
Yes
–
–
Aid has diminishing returns
Collier and Dehn (2001)
–
Yes
Yes
Aid effectiveness depends on the policy environment
Dalgaard and Hansen (2001)
Yes
Yes
–
Aid is effective with diminishing returns and is
independent from the policy environment.
Guillaumont and Chauvet (2001)
–
Yes
Yes
Aid effectiveness does not depend on the policy
environment, but on climatic conditions
Hansen and Tarp (2000)
Yes
Yes
–
Aid is effective with diminishing returns and is
independent from the policy environment
Hudson and Mosley (2001)
Yes
Yes
–
Aid is effective with diminishing returns and is
Is Aid Pro Poor?
8
Lensink and White (2001)
Yes
Yes
–
Aid is effective with diminishing returns and is
independent from the policy environment
Lu and Ram (2001)
Yes
Yes
–
Aid is effective with diminishing returns and is
independent from the policy environment
Chauvet and Guillaumont (2002)
–
Yes
Yes
Aid effectiveness depends on political stability
Collier and Dollar (2002)
Yes
Yes
–
Aid effectiveness depends on the policy environment
Islam (2002)
Yes
Yes
Yes
Aid effectiveness does not depend on the policy
environment, but on political stability
Gomanee et al. (2003)
Yes
–
–
Aid is effective after a threshold value of growth
has been reached
Jensen and Paldam
(2003)
Yes
Yes
–
Aid is not effective in stimulating growth
Kosack (2003)
–
–
Yes
Aid is effective in improving quality of life in democratic
countries
Dalgaard et al. (2004)
Yes
Yes
Yes
Aid is effective with diminishing returns, is less effective
in tropical regions and is independent from the policy
environment
Burnside and Dollar (2004b)
Yes
Yes
Yes
Aid effectiveness depends on institutional quality
Easterly et al. (2004)
–
Yes
–
Aid effectiveness does not depend on the policy
environment
Notes
:
Ai
2 = Quadratic aid term is included in the growth model specification.
Table B6 Total outcomes of the three models
Base model. Dependent Variable: Deciles (199 observations)
1 2 3 4 5 6 7 8 9 10 ODA -0.2116 -0.2237 -0.1418 0.2507 -0.1002 -0.0197 0.0617 -0.0206 -0.2892 0.5817 (0.1178)* (0.1505) (0.1384) (0.2192) (0.1307) (0.1507) (0.1642) (0.1810) (0.2533) (1.0476) Pol. Rights 0.0017 0.0008 0.0018 -0.0042 0.0013 0.0060 0.0107 0.0075 0.0027 -0.0130 (0.0022)** (0.0032) (0.0030) (0.0029) (0.0037) (0.0035)* (0.0026)*** (0.0036)** (0.0077) (0.0253) FDI -0.0039 -0.0031 -0.0032 -0.0023 -0.0062 -0.0029 -0.0017 -0.0024 0.0004 0.0285 (0.0019) (0.0013)** (0.0014)** (0.0012)** (0.0036)* (0.0017)* (0.0017) (0.0023) (0.0030) (0.0086)*** GDP -0.0046 -0.0082 -0.0039 -0.0304 -0.0023 0.0002 -0.0005 -0.0001 0.0075 0.0416 (0.0071) (0.0081) (0.0091) (0.0295) (0.0092) (0.0090) (0.0078) (0.0073) (0.0158) (0.0612) Gov Exp -0.0006 -0.0001 -0.0003 0.0022 7.58E-05 0.0004 -0.0008 -2.11E-05 0.0010 0.0011
(0.0010) (0.0011) (0.0012) (0.0022) (0.0017) (0.0016) (0.0018) (0.0019) (0.0022) (0.0118) Infl 2.65E-06 4.32E-06 -1.82E-06 -1.20E-05 -1.06E-05 -7.57E-06 -7.33E-06 -7.29E-07 1.17E-06 3.21E-05 (9.51E-06) (9.96E-06) (9.01E-06) (8.88E-06) (1.16E-05) (1.35E-05) (1.51E-05) (1.79E-05) (1.86E-05) (9.08E-05) Life exp -0.0011 9.70E-05 -0.0010 -0.0008 -0.0020 -0.0009 -0.0013 1.89E-06 0.0010 0.0031
Is Aid Pro Poor?
10
Aid - policy model. Dependent Variable: Deciles
1 2 3 4 5 6 7 8 9 10 ODA -0.0095 0.1178 0.2025 0.7809 0.1867 0.1773 0.1596 0.0276 -0.6696 -1.6014 (0.1248) (0.1706) (0.1744) (0.3180)** (0.2060) (0.1908) (0.2029) (0.2834) (0.4586) (0.9931) ODAPOL -0.0472 -0.0791 -0.0807 -0.1420 -0.0682 -0.0460 -0.0226 -0.0106 0.0898 0.5146 (0.0281)* (0.0351)** (0.0353)** (0.0337)*** (0.0417) (0.0337) (0.0313) (0.0396) (0.0855) (0.1754)*** Pol. Rights 0.0048 0.0059 0.0071 0.0049 0.0059 0.0090 0.0122 0.0082 -0.0031 -0.0468 (0.0022)** (0.0035)* (0.0031)** (0.0023)** (0.0047) (0.0030)*** (0.0030)*** (0.0038)** (0.0078) (0.0238)** FDI -0.0042 -0.0036 -0.0037 -0.0033 -0.0065 -0.0031 -0.0018 -0.0025 0.0009 0.0313 (0.0019)** (0.0012)*** (0.0014)*** (0.0009)*** (0.0035) (0.0016)** (0.0016) (0.0024) (0.0029) (0.0088)*** GDP -0.0043 -0.0074 -0.0030 -0.0253 -0.0016 0.0006 -0.0003 3.05E-06 0.0069 0.0378 (0.0071) (0.0084) (0.0092) (0.0299) (0.0091) (0.0090) (0.0079) (0.0073) (0.0165) (0.0611) Gov Exp -0.0006 -0.0002 -0.0004 0.0022 2.72E-05 0.0004 -0.0008 -3.35E-05 0.0010 0.0017
(0.0010) (0.0011) (0.0011) (0.0021) (0.0017) (0.0016) (0.0018) (0.0019) (0.0022) (0.0117) Infl 2.28E-06 3.35E-06) -2.03E-06 -9.49E-06 -1.04E-05 -7.77E-06 -7.54E-06 -9.65E-07 1.16E-06 3.31E-05 (9.70E-06) (1.06E-05) (1.01E-05) (9.41E-06) (1.15E-05) (1.36E-05) (1.53E-05) (1.81E-05) (1.80E-05) (9.59E-05) Life exp -0.0011 5.98E-05 -0.0011 -0.0009 -0.0020 -0.0009 -0.0013 -1.56E-05 0.0010 0.0034
Aid² model. Dependent Variable: Deciles 1 2 3 4 5 6 7 8 9 10 ODA -0.0422 -0.1703 -0.0559 0.2056 -0.0622 -0.0025 0.0924 -0.0490 -0.3981 -0.1262 (0.3076) (0.4687) (0.3874) (0.4176) (0.2742) (0.2779) (0.2987) (0.2459) (0.3885) (2.2460) ODA² -0.4766 -0.1473 -0.2411 0.1383 -0.1067 -0.0486 -0.0866 0.0812 0.3056 2.0003 (0.5753) (0.9491) (0.7876) (0.8952) (0.5414) (0.4622) (0.4267) (0.2843) (1.2049) (3.6329) ) Pol. Rights 0.0018 0.0008 0.0018 -0.0041 0.0013 0.0060 0.0107 0.0075 0.0028 -0.0178 (0.0024) (0.0032) (0.0031) (0.0029) (0.0037) (0.0035)* (0.0026)*** (0.0036)** (0.0077) (0.02620)*** FDI -0.0040 -0.0031 -0.0032 -0.0023 -0.0062 -0.0029 -0.0017 -0.0024 0.0004 0.0287 (0.0019)** (0.0012)** (0.0014)** (0.0012)* (0.0036)* (0.0017)* (0.0017) (0.0023) (0.0031) (0.0085) GDP -0.0031 -0.0076 -0.0030 -0.0307 -0.0019 0.0003 -0.0002 -0.0004 0.0065 0.0350 (0.0083) (0.0106) (0.0110) (0.0298) (0.0101) (0.0097) (0.0089) (0.0078) (0.0161) (0.0700) Gov Exp -0.0006 -0.0001 -0.0003 0.0022 8.54E-05 0.0004 -0.0008 -2.06E-05 0.0010 0.0011
(0.0010) (0.0012) (0.0012) (0.0022) (0.0017) (0.0016) (0.0018) (0.0019) (0.0022) (0.0120) Infl 3.51E-06 4.46E-06 -1.33E-06 -1.26E-05 -1.03E-05 -7.47E-06 -7.19E-06 -8.24E-07 4.82E-07 2.79E-05 (9.22E-06) (9.17E-06) (8.57E-06) (9.41E-06) (1.18E-05) (1.34E-05) (1.50E-05) (1.79E-0)5 (1.89E-05) (9.05E-05) Life exp -0.0010 0.0001 -0.0009 -0.0009 -0.0020 -0.0008 -0.0013 -1.68E-05 0.0009 0.0027
(0.0009) (0.0011) (0.0014) (0.0020) (0.0018) (0.0017) (0.0015) (0.0015) (0.0018) (0.0106) LL 0.0007 0.0006 0.0006 -0.0005 0.0010 0.0009 0.0013 0.0004 4.09E-05 -0.0041
(0.0004) (0.0002) (0.0003)* (0.0005) (0.0006)* (0.0005)* (0.0004)*** (0.0003) (0.0006) (0.0027) Trade -0.0005 -0.0006 -0.0005 -0.0002 -0.0004 -0.0004 -0.0003 5.96E-05 0.0004 0.0028
Is Aid Pro Poor?
12
Graph B1 Absolute average per capita income per decile in dollars.Table B7. Coefficients and effects of interacting variables.
Model 1 2 3
Decile ODA ODA ODA*POL
(ODA*POL)
*
pol
Column 2+4 ODA ODA² ODA²*ODA Column 6+8Is Aid Pro Poor?
14
Table B8. Outcomes of the Tobit models and the model with the ICRG data. Tobit model 1. Dependent Variable: Deciles (199 observations)
Is Aid Pro Poor?
16
Tobit Aid² model. Dependent Variable: Deciles
Aid - policy model with ICRG data. Dependent Variable: Deciles 1 2 3 4 5 6 7 8 9 10 ODA -0.6984 -0.723295 -0.6651 -0.4770 -0.5583 -0.2200 -0.1481 0.1210 0.4061 3.4987 (0.1163)*** (0.1176)*** (0.0936)*** (0.1315)*** (0.1252)*** (0.1571) (0.1824) (0.1822) (0.2737) (1.2912)*** ODAPOL 0.2133 0.1887 0.1780 0.1133 0.1197 0.0095 0.0007 -0.1073 -0.2314 -0.7169 (0.0406)*** (0.0410)*** (0.0354)*** 0.0536)** 0.0364)** (0.0416) (0.0708) (0.0652) (0.0857)*** (0.3358)** Pol. Rights -0.0137 -0.0085 -0.0106 -0.0137 -0.0113 -0.0077 -0.0007 -0.0007 -0.006164 0.113474 (0.0046)*** (0.0058) (0.0050)** (0.0064)** (0.0059)* (0.0081) (0.0105) (0.0134) (0.0105) (0.0460)** FDI 0.0001 -0.0011 0.0002 0.0019 0.0040 0.0023 0.0038 -9.23E-05 0.0003 -0.0125 (0.0034) (0.0036) (0.0036) (0.0040) (0.0031) (0.0030) (0.0027) (0.0033) (0.0037) (0.0226) GDP -0.0045 -0.0114 -0.0078 -0.0058 -0.0146 -0.0102 -0.0097 -0.0097 0.0016 0.0555 (0.0056) (0.0075) (0.0071) (0.0089) (0.0054)*** (0.0081) (0.0087) (0.0084) (0.0092) (0.0605) Gov Exp -0.0010 0.0005 0.0008 0.0006 0.0016 0.0029 0.0012 0.0028 0.0060 -0.0067 (0.0018) (0.0022) (0.0019) (0.0020) (0.0022) (0.0022) (0.0020) (0.0022) (0.0023)** (0.0148) Infl 1.02E-05 9.15E-06 2.48E-06 -3.24E 06 3.23E-06 -3.32E-06 3.16E-06 -9.21E-07 -2.29E-05 -1.61E-05