Table 4.
AME of resource availability across all public health facilities on pharmacy practices using alternate regression models
| (1) | (2) | (3) | (4) | (5) | |
|---|---|---|---|---|---|
| Customers advised on medicine use | Customers given injections | Customers administered IV fluids | Branded medicine share | Branded generics share | |
| Rural | |||||
| Panel A: Tobit | |||||
| Availability of workers | 0.084 | −0.198*** | −0.052 | −0.000 | 0.001*** |
| (0.233) | (0.059) | (0.083) | (0.001) | (0.000) | |
| Availability of medicines | −0.048 | −0.209*** | −0.137*** | −0.000 | 0.000* |
| (0.083) | (0.053) | (0.051) | (0.001) | (0.000) | |
| 383 | 383 | 383 | 383 | 383 | |
| Panel B: Poisson or Fractional regression | |||||
| Availability of workers | −0.013 | −0.193 | 0.016 | 0.000 | 0.001*** |
| (0.385) | (0.149) | (0.151) | (0.001) | (0.000) | |
| Availability of medicines | 0.066 | −0.099 | −0.043 | −0.000 | 0.001 |
| (0.080) | (0.094) | (0.045) | (0.001) | (0.000) | |
| Observations | 383 | 383 | 383 | 383 | 383 |
| Urban | |||||
| Panel C: Tobit | |||||
| Availability of workers | −1.015* | 0.168*** | 0.012*** | 0.003 | 0.000 |
| (0.553) | (0.047) | (0.000) | (0.003) | (0.001) | |
| Availability of medicines | −0.135 | 0.037 | 0.014*** | −0.001 | 0.001 |
| (0.178) | (0.023) | (0.000) | (0.002) | (0.001) | |
| 166 | 166 | 166 | 166 | 166 | |
| Panel D: Poisson or Fractional regression or Poisson | |||||
| Availability of workers | −1.138** | 0.201 | 0.013 | 0.003 | 0.000 |
| (0.566) | (0.137) | (0.012) | (0.002) | (0.001) | |
| Availability of medicines | 0.196 | −0.116** | 0.009*** | −0.001 | 0.001 |
| (0.223) | (0.045) | (0.001) | (0.002) | (0.001) | |
| Observations | 166 | 166 | 166 | 166 | 166 |
Note(s): All regressions include block fixed effects and controls for pharmacy characteristics such as registration status, hours the store is open in a week, number of employees, number of customers in a week and number of other pharmacies in the 3-km circle around the pharmacy. Robust standard errors in parentheses, clustered at the district level.
indicates significance at 1% level.
at 5% level.
at 10% level.