Table 6. Reference probability and marginal effects of being employed at time of interview (logistic regression, population averaged model).
Variable | Marginal effect | Probability | p-value | 95% confidence interval for marginal effect |
Outcome: Currently have a job | ||||
Reference case estimated probability = 0.308 | ||||
sex (male) | 0.062 | 37.0% | 0.070 | [−0.005,0.129] |
18–29 years old | −0.038 | 27.0% | 0.214 | [−0.098,0.022] |
40–49 years old | 0.032 | 34.0% | 0.390 | [−0.041,0.105] |
50+ years old | 0.023 | 33.1% | 0.687 | [−0.091,0.138] |
−90 to −1 days | −0.002 | 30.6% | 0.942 | [−0.067,0.062] |
0 to 30 days (reference) | * | 30.8% | * | * |
31–90 days | −0.029 | 27.9% | 0.313 | [−0.085,0.027] |
91–180 days | 0.004 | 31.2% | 0.880 | [−0.046,0.054] |
181–270 days | −0.009 | 29.9% | 0.750 | [−0.062,0.045] |
271–360 days | 0.014 | 32.2% | 0.609 | [−0.040,0.069] |
361–450 days | 0.028 | 33.6% | 0.312 | [−0.026,0.083] |
451–540 days | 0.087 | 39.5% | 0.003 | [0.029,0.144] |
541–630 days | 0.14 | 44.8% | 0.000 | [0.081,0.199] |
631–720 days | 0.125a | 43.3% | 0.000 | [0.069,0.181] |
721–810 days | 0.121 | 42.9% | 0.000 | [0.067,0.174] |
811–900 days | 0.144 | 45.2% | 0.000 | [0.092,0.196] |
901–990 days | 0.172 | 48.0% | 0.000 | [0.120,0.224] |
991–1080 days | 0.155a | 46.3% | 0.000 | [0.103,0.206] |
*Reference case is a female subject age 30–39, 0–30 days on ART.
Indicates p-value ≤0.05 for Wald test that marginal effect equals marginal effect for 271–360 days on ART.
Indicates p-value >0.05 for Wald test that marginal effect equals marginal effect for 271–360 days on ART.