Table 4. Reference probability and marginal effects of feeling unwell on day before interview (logistic regression, population averaged model).
Variable | Marginal effect | Probability | p-value | 95% confidence interval for marginal effect |
Outcome: Felt unwell physically yesterday (part or all of the day) | ||||
Reference case estimated probability = 0.404 | ||||
sex (male) | −0.055 | 34.9% | 0.030 | [−0.104,−0.005] |
18–29 years old | −0.033 | 37.1% | 0.186 | [−0.082,0.016] |
40–49 years old | 0.086 | 49.0% | 0.003 | [0.030,0.142] |
50+ years old | 0.081 | 48.5% | 0.062 | [−0.004,0.166] |
–90 to −1 days | 0.054 | 45.8% | 0.299 | [−0.048,0.155] |
0 to 30 days (reference) | * | 40.4% | * | * |
31–90 days | −0.074 | 33.0% | 0.092 | [−0.160,0.012] |
91–180 days | −0.127 | 27.7% | 0.001 | [−0.204,−0.050] |
181–270 days | −0.166 | 23.8% | 0.000 | [−0.247,−0.084] |
271–360 days | −0.186 | 21.8% | 0.000 | [−0.267,−0.106] |
361–450 days | −0.197 | 20.7% | 0.000 | [−0.277,−0.117] |
451–540 days | −0.222 | 18.2% | 0.000 | [−0.302,−0.142] |
541–630 days | −0.184 | 22.0% | 0.000 | [−0.268,−0.101] |
631–720 days | −0.176b | 22.8% | 0.000 | [−0.257,−0.094] |
721–810 days | −0.187 | 21.7% | 0.000 | [−0.265,−0.109] |
811–900 days | −0.19 | 21.4% | 0.000 | [−0.265,−0.114] |
901–990 days | −0.195 | 20.9% | 0.000 | [−0.270,−0.120] |
991–1080 days | −0.174b | 23.0% | 0.000 | [−0.250,−0.099] |
Outcome: Felt sad, depressed, or stressed yesterday (all or part of the day) | ||||
Reference case estimated probability = 0.236 | ||||
sex (male) | −0.018 | 21.8% | 0.334 | [−0.056,0.019] |
18–29 years old | −0.011 | 22.5% | 0.565 | [−0.048,0.026] |
40−49 years old | 0.041 | 27.7% | 0.078 | [−0.005,0.087] |
50+ years old | 0.064 | 30.0% | 0.086 | [−0.009,0.136] |
−90 to −1 days | 0.114 | 35.0% | 0.017 | [0.021,0.207] |
0 to 30 days (reference) | * | 23.6% | * | * |
31–90 days | 0.028 | 26.4% | 0.47 | [−0.049,0.105] |
91–180 days | 0.004 | 24.0% | 0.899 | [−0.063,0.072] |
181–270 days | −0.035 | 20.1% | 0.339 | [−0.107,0.037] |
271–360 days | −0.015 | 22.1% | 0.692 | [−0.088,0.059] |
361–450 days | −0.035 | 20.1% | 0.347 | [−0.107,0.038] |
451–540 days | −0.069 | 16.7% | 0.057 | [−0.141,0.002] |
541–630 days | 0.001 | 23.7% | 0.973 | [−0.076,0.079] |
631–720 days | 0.013b | 24.9% | 0.737 | [−0.062,0.088] |
721–810 days | −0.035 | 20.1% | 0.321 | [−0.104,0.034] |
811–900 days | 0.015 | 25.1% | 0.678 | [−0.055,0.084] |
901–990 days | 0.043 | 27.9% | 0.224 | [−0.026,0.113] |
991–1080 days | 0.076a | 31.2% | 0.035 | [0.005,0.146] |
*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.