Table 5 Mixed logit model estimation
Model 1 | Model 2 | |||||
Health center | Aid post | VHV | Health center | Aid post | VHV | |
Pecuniary costs | −0.269*** | −0.269*** | −0.269*** | |||
(0.079) | (0.079) | (0.079) | ||||
Time costs | − 0.105*** | − 0.105*** | − 0.105*** | |||
(0.024) | (0.024) | (0.024) | ||||
Total cost | ||||||
Illness severity | 1.205*** | 0.775* | 0.815*** | 1.224*** | 0.840** | 0.875*** |
(0.352) | (0.415) | (0.240) | (0.331) | (0.416) | (0.243) | |
Age | −0.037 | −0.057 | 0.022 | − 0.063 | − 0.067 | 0.033 |
(0.043) | (0.054) | (0.029) | (0.040) | (0.054) | (0.029) | |
Male | 0.301 | −0.593 | −0.700*** | 0.177 | −0.531 | −0.759*** |
(0.351) | (0.397) | (0.235) | (0.321) | (0.395) | (0.237) | |
Caregiver’s education | −0.026 | 0.107 | 0.035 | −0.033 | 0.125* | 0.052 |
(0.064) | (0.075) | (0.042) | (0.059) | (0.075) | (0.042) | |
Western medicine | 0.064 | −0.699 | 0.032 | 0.019 | −0.742* | −0.020 |
(0.354) | (0.427) | (0.239) | (0.320) | (0.424) | (0.240) | |
Asset index | 0.240* | −0.223 | −0.049 | 0.187 | −0.199 | −0.066 |
(0.141) | (0.195) | (0.087) | (0.118) | (0.203) | (0.088) | |
Household size | −0.076 | − 0.188** | −0.012 | −0.086 | −0.169* | 0.000 |
(0.069) | (0.091) | (0.045) | (0.061) | (0.091) | (0.046) | |
Constant | 0.354 | 0.559 | −0.465 | 1.802** | 1.801* | −0.261 |
(0.812) | (0.936) | (0.519) | (0.858) | (0.986) | (0.535) | |
Random component | ||||||
Pecuniary costs | 0.150 | 0.150 | 0.150 | |||
(0.061) | (0.061) | (0.061) | ||||
Time costs | 0.016 | 0.016 | 0.016 | |||
(0.049) | (0.049) | (0.049) | ||||
Total cost | ||||||
N | 439 | 439 | ||||
Log likelihood | − 451.463 | − 446.677 | ||||
AIC | 954.926 | 945.355 | ||||
Pseudo R2 | 0.082 | 0.091 | ||||
Model 3 | Model 4 | |||||
Health center | Aid post | VHV | Health center | Aid post | VHV | |
Pecuniary costs | −0.207** | −0.207** | −0.207** | |||
(0.092) | (0.092) | (0.092) | ||||
Time costs | −0.091*** | −0.091*** | −0.091*** | |||
(0.023) | (0.023) | (0.023) | ||||
Total cost | −0.097*** | −0.097*** | −0.097*** | |||
(0.025) | (0.025) | (0.025) | ||||
Illness severity | 1.375*** | 0.837** | 0.845*** | 1.338*** | 0.851** | 0.880*** |
(0.372) | (0.423) | (0.242) | (0.370) | (0.430) | (0.244) | |
Age | 0.242 | −0.580 | −0.755*** | 0.245 | −0.596 | −0.753*** |
(0.367) | (0.404) | (0.238) | (0.356) | (0.408) | (0.239) | |
Male | −0.050 | −0.076 | 0.031 | − 0.061 | −0.066 | 0.031 |
(0.045) | (0.056) | (0.029) | (0.043) | (0.056) | (0.029) | |
Caregiver’s education | −0.057 | 0.130* | 0.046 | −0.037 | 0.123 | 0.049 |
(0.068) | (0.078) | (0.042) | (0.066) | (0.078) | (0.042) | |
Western medicine | 0.075 | −0.818* | −0.033 | 0.023 | −0.754* | −0.027 |
(0.369) | (0.436) | (0.242) | (0.355) | (0.438) | (0.243) | |
Asset index | 0.262* | −0.240 | − 0.058 | 0.247* | −0.207 | −0.063 |
(0.149) | (0.206) | (0.087) | (0.139) | (0.206) | (0.088) | |
Household size | − 0.078 | −0.176* | −0.001 | −0.087 | −0.179* | −0.002 |
(0.072) | (0.092) | (0.046) | (0.068) | (0.093) | (0.047) | |
Constant | 2.132** | 1.984* | −0.190 | 1.926** | 1.890* | −0.206 |
(0.966) | (1.025) | (0.532) | (0.934) | (1.052) | (0.542) | |
Random component | ||||||
Pecuniary costs | 0.181 | 0.181 | 0.181 | |||
(0.070) | (0.070) | (0.070) | ||||
Time costs | 0.000 | 0.000 | 0.000 | |||
(0.060) | (0.060) | (0.060) | ||||
Total cost | 0.033 | 0.033 | 0.033 | |||
(0.021) | (0.021) | (0.021) | ||||
N | 439 | 439 | ||||
Log likelihood | − 442.545 | − 444.710 | ||||
AIC | 941.089 | 941.421 | ||||
Pseudo R2 | 0.100 | 0.095 | ||||