Individual-Level Adherence Regressed on Health Management Skills
| Outcome: Adherence | ||||||
|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Panel A: No Individual Fixed Effects | ||||||
| HMS | 0.009*** | 0.009*** | 0.008*** | 0.008*** | 0.007*** | 0.007*** |
| (SD) | (0.0005) | (0.0005) | (0.0009) | (0.0009) | (0.0004) | (0.0004) |
| Observations | 2,675,429 | 2,675,429 | 84,406 | 84,406 | 79,933 | 79,933 |
| Mean adherence | 0.82 | 0.82 | 0.82 | 0.82 | 0.84 | 0.84 |
| R-squared | 0.020 | 0.027 | 0.025 | 0.036 | 0.045 | 0.051 |
| Time | Yes | Yes | Yes | Yes | Yes | Yes |
| Region | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind. cov. | No | Yes | No | Yes | No | Yes |
| Comorbidities | No | Yes | No | Yes | No | Yes |
| Population | All observations | All observations | Relocators | Relocators | Clinic Closes | Clinic Closes |
| Panel B: Including Patient Fixed Effects | ||||||
| HMS | 0.009*** | 0.009*** | 0.009*** | 0.009*** | 0.007*** | 0.007*** |
| (SD) | (0.000291) | (0.000296) | (0.000557) | (0.000564) | (0.000279) | (0.000279) |
| Observations | 2,675,429 | 2,675,429 | 84,406 | 84,406 | 79,933 | 79,933 |
| Mean adherence | 0.82 | 0.82 | 0.82 | 0.82 | 0.84 | 0.84 |
| R-squared | 0.428 | 0.428 | 0.481 | 0.481 | 0.468 | 0.468 |
| Time | Yes | Yes | Yes | Yes | Yes | Yes |
| Region | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind. cov. | No | Yes | No | Yes | No | Yes |
| Comorbidities | No | Yes | No | Yes | No | Yes |
| Population | All observations | All observations | Relocators | Relocators | Clinic closes | Clinic closes |
Notes: Relocators and individuals experiencing a clinic closure are followed two periods before and two periods after.