From: Co-payments and equity in care: enhancing hospitalisation policy for Palestine refugees in Lebanon
 | Mult. Logit - Margins | Neg. Bin. - IRR | OLS | ||
---|---|---|---|---|---|
 | PRCS | LoS | Bill value | UNRWA contr. | Patient contr. |
 | (1) | (2) | (3) | (4) | (5) |
Policy | 0.035*** | 0.995 | -0.030 | -0.060** | -0.038 |
 | (0.009) | (0.026) | (0.019) | (0.024) | (0.205) |
Age | 0.002*** | 0.987*** | -0.009*** | -0.009*** | -0.009*** |
 | (0.000) | (0.003) | (0.002) | (0.002) | (0.002) |
Age2 | -0.000*** | 1.000*** | 0.000*** | 0.000*** | 0.000*** |
 | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) |
Woman | 0.007 | 0.967** | -0.035*** | -0.032*** | -0.071*** |
 | (0.006) | (0.013) | (0.011) | (0.011) | (0.025) |
Ramadan | -0.013 | 0.981 | -0.022 | -0.028* | 0.010 |
 | (0.010) | (0.022) | (0.018) | (0.015) | (0.066) |
Distance | 0.031*** | 1.014* | 0.009 | 0.010 | 0.061* |
 | (0.001) | (0.009) | (0.013) | (0.011) | (0.031) |
Visit | -0.001 | 1.028*** | 0.024*** | 0.023*** | 0.048*** |
 | (0.002) | (0.009) | (0.006) | (0.005) | (0.010) |
Surgery | 0.029*** | 0.714*** | 0.461*** | 0.452*** | 0.701*** |
 | (0.007) | (0.062) | (0.080) | (0.080) | (0.106) |
CLA | 0.402*** | Â | Â | Â | Â |
 | (0.015) |  |  |  |  |
Region FE | Â | Yes | Yes | Yes | Yes |
Constant | Â | 1.947*** | 12.320*** | 4.976*** | 2.647*** |
 |  | (0.256) | (0.187) | (0.166) | (0.207) |
Observations | Â | 33,469 | 33,402 | 33,401 | 13,134 |
R-squared | Â | Â | 0.128 | 0.133 | 0.233 |