Table 4.
Impact of Gavi transition on different types of bilateral ODA and country vulnerability
Variable | All sector ODA | Health ODA | All sector ODA | Health ODA | All sector ODA | Health ODA | All sector ODA | Health ODA | All sector ODA | Health ODA | All sector ODA | Health ODA | All sector ODA | Health ODA |
M13 | M14 | M15 | M16 | M17 | M18 | M19 | M20 | M21 | M22 | M23 | M24 | M25 | M26 | |
Gavi graduate | −0.563 | −0.525 | −1.262 | −1.227 | −0.227 | −0.347 | −0.217 | 0.0278 | −0.457*** | −0.511*** | −0.246 | −0.423** | −0.158 | −0.299 |
(1.715) | (1.730) | (1.204) | (1.288) | (0.180) | (0.218) | (0.624) | (0.624) | (0.135) | (0.146) | (0.163) | (0.179) | (0.192) | (0.236) | |
Interactions | ||||||||||||||
Gavi graduate * distance | 0.0502 | 0.0778 | 0.105 | 0.0889 | ||||||||||
(0.188) | (0.180) | (0.141) | (0.150) | |||||||||||
Gavi graduate* donor imports | 0.152 | 0.159 | −0.0210 | −0.0170 | ||||||||||
(0.106) | (0.130) | (0.0290) | (0.0304) | |||||||||||
Gavi graduate* migrants | 0.00164 | −0.0369 | −0.0127 | −0.0403 | ||||||||||
(0.0527) | (0.0589) | (0.0538) | (0.0533) | |||||||||||
Gavi graduate* colony | 0.255 | 0.0552 | 0.358** | 0.171 | ||||||||||
(0.217) | (0.250) | (0.179) | (0.208) | |||||||||||
Gavi graduate * US military | −0.0103 | 0.0292 | −0.0710 | −0.0267 | ||||||||||
(0.0696) | (0.0693) | (0.0646) | (0.0667) | |||||||||||
Gavi graduate * donor exports | −0.196* | −0.192 | −0.0312 | −0.0240 | ||||||||||
(0.113) | (0.145) | (0.0312) | (0.0334) | |||||||||||
Observations | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 | 10 275 |
R-squared | 0.463 | 0.462 | 0.462 | 0.462 | 0.462 | 0.462 | 0.462 | |||||||
Model | OLS | Tobit | OLS | Tobit | OLS | Tobit | OLS | Tobit | OLS | Tobit | OLS | Tobit | OLS | Tobit |
FE | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year | Donor, year |
Cluster | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad | Dyad |
Notes: dependent variable is the log of (one plus) all sector aid disbursement (or health aid disbursement) from donor to recipient in year t. *p<0.10, **p<0.05, ***p<0.01. Other variables are included in the model and can be found in online supplemental appendix 4 table S4.3.
FE, fixed effects; ODA, official development assistance.