Table 2.
Estimates from multilevel models assessing predictors of patient change over time
| Coefficient | se | z | p | 95% CI | ||
|---|---|---|---|---|---|---|
| Intercept | 11.78 | 1.10 | 10.68 | < 0.001 | 9.61 | 13.94 |
| Time | − 0.94 | 0.64 | − 1.46 | 0.144 | − 2.20 | 0.32 |
| Patient support centre | 2.45 | 2.28 | 1.08 | 0.282 | − 2.01 | 6.91 |
| Clinic 24 | − 2.96 | 2.53 | − 1.17 | 0.242 | − 7.92 | 2.00 |
| Mathare hospital | − 0.97 | 1.29 | − 0.75 | 0.453 | − 3.49 | 1.56 |
| Patient support centre × time | − 0.61 | 1.49 | − 0.41 | 0.681 | − 3.53 | 2.31 |
| Clinic 24 × time | − 1.13 | 1.48 | − 0.77 | 0.444 | − 4.02 | 1.76 |
| Mathare hospital × time | 0.23 | 0.70 | 0.32 | 0.746 | − 1.15 | 1.60 |
| Intern | 3.24 | 0.90 | 3.60 | < 0.001 | 1.48 | 5.00 |
| Intern × time | − 1.20 | 0.51 | − 2.35 | 0.019 | − 2.20 | − 0.20 |
| Client_Age | − 0.01 | 0.05 | − 0.18 | 0.861 | − 0.11 | 0.09 |
| Client_Age × time | 0.08 | 0.03 | 3.02 | 0.003 | 0.03 | 0.14 |
| Female | 2.62 | 1.00 | 2.61 | 0.009 | 0.65 | 4.58 |
| Female × time | − 0.91 | 0.54 | − 1.68 | 0.093 | − 1.97 | 0.15 |
| Previous_Therapy | 1.87 | 1.07 | 1.74 | 0.082 | − 0.23 | 3.97 |
| Previous_Therapy × time | − 0.70 | 0.63 | − 1.12 | 0.261 | − 1.93 | 0.52 |
| Current_Prescription | 0.85 | 0.89 | 0.96 | 0.338 | − 0.89 | 2.60 |
| Current_Prescription × time | − 0.07 | 0.45 | − 0.15 | 0.883 | − 0.94 | 0.81 |
| Addictions | − 0.18 | 1.04 | − 0.18 | 0.859 | − 2.22 | 1.85 |
| Addictions × time | − 0.24 | 0.57 | − 0.42 | 0.674 | − 1.36 | 0.88 |
| Psychosis | − 0.35 | 1.09 | − 0.32 | 0.746 | − 2.49 | 1.78 |
| Psychosis × time | 0.55 | 0.58 | 0.95 | 0.341 | − 0.59 | 1.70 |
| Depression | 2.75 | 1.11 | 2.48 | 0.013 | 0.57 | 4.93 |
| Depression × time | − 1.15 | 0.62 | − 1.87 | 0.062 | − 2.36 | 0.06 |
| Anxiety | 2.03 | 1.28 | 1.59 | 0.113 | − 0.48 | 4.53 |
| Anxiety × time | − 0.29 | 0.67 | − 0.44 | 0.661 | − 1.61 | 1.02 |
| Random-effects parameters | Estimate | se | 95% CI | |||
|---|---|---|---|---|---|---|
| Time | 2.22 | 1.00 | 0.92 | 5.37 | ||
| Intercept | 37.05 | 7.20 | 25.32 | 54.22 | ||
| Covariance time/intercept | − 5.47 | 2.48 | − 10.33 | − 0.61 | ||
| Residual | 21.99 | 1.66 | 18.97 | 25.49 | ||