Table 4.
Variables | Model 1 (No quality) β | Model 2 (quality as output) β | Model 3 (quality as input) β | Model 4 (structural quality -input/process quality – output) β |
---|---|---|---|---|
HIVSTIFAC | −0.014 | −0.008 | −0.0214 | 0.028 |
HIVSTI MCH | 0.083* | 0.050* | 0.085** | 0.095** |
HIVSTICS | 0.039 | 0.009 | 0.029 | 0.017 |
HIVSTIR | −0.096** | −0.085** | −0.078** | −0.046** |
FUINT | −0.004 | 0.007 | 0.004 | 0.020 |
LN(POP) | 0.004 | −0.009 | 0.006 | 0.003 |
PROPHIV | −0.103 | −0145* | −0.119 | −0.035 |
PROPCS | −0.413** | −0.058 | −0.345** | −0.070 |
PUBLIC | 0.353** | 0.161** | 0.322*** | 0.069 |
Other facilities | 0.190** | 0.124** | 0.158** | 0.119** |
RURAL | −0.062 | −0.164*** | −0.045 | −0.038 |
Year2011 | 0.077* | 0.069** | 0.073** | 0.0456** |
Sigma | 0.178*** | 0.135*** | 0.148*** | 0.157*** |
Log-likelihood | 25.57 | 46.42 | 35.88 | 34.71 |
Mean VIF | 2.81 |
Dependent variable: DEA bias-corrected efficiency scores from models 1–4.
∗∗∗, ∗∗,∗ denote significance at 1%, 5% and 10% levels. Confidence intervals obtained from 1000 bootstrap interactions.