Table 4 Associated Mean Decreases Accuracy (MDA) and Mean Decrease Gini (MDG) of high importance predictors of High viral load (2014–2015)
Predictors (2014 Survey) | MDA | MDG | Predictors (2015 Survey) | MDA | MDG |
|---|---|---|---|---|---|
Dose ARV | 66.9 | 410.8 | ARV dosage | 100.4 | 246.8 |
CD4 cell count | 55.8 | 149.9 | CD4 cell count | 76.1 | 72.5 |
Perceived risk of contracting HIV | 28.9 | 111.9 | Exposed to TB last 12 months | 21.5 | 45.5 |
On ARV | 15.7 | 202.3 | On medication to prevent TB | 21.1 | 42.5 |
Knowledge of HIV status | 13.5 | 66.8 | Ever diagnosed of TB | 20.2 | 19.5 |
Alcohol | 13.3 | 41.3 | Knowledge of HIV status | 19.7 | 57.9 |
Ever diagnosed of TB | 9.5 | 35.3 | On ARV | 18.0 | 38.4 |
Ever tested for TB | 9.0 | 25.5 | Perceived risk of contracting HIV | 17.1 | 35.5 |
On TB medication | 8.19 | 36.2 | Meal cut | 12.0 | 33.2 |
Total number of sex partners last 12 months | 6.3 | 49.6 | No money | 10.5 | 33.3 |
Gender | 4.9 | 39.2 | Gender | 9.5 | 12.7 |
Exposed to TB last 12 months | 4.9 | 33.0 | Length in community | 6.6 | 18.9 |
Total number of lifetime sex partners | 4.7 | 20.9 | Ever tested for TB | 9.6 | 16.7 |
Education status | 1.1 | 21.5 | Total number of lifetime sex partners | 1.8 | 15.5 |
Length in community | 2.2 | 26.3 | Education status | 1.6 | 14.7 |