Table 2.
Pain trajectory modelling.
The main model* | Dual trajectory model† | Model with time-varying covariate‡ | |||||||
---|---|---|---|---|---|---|---|---|---|
TG | Intercept | Curve order | Group % | Post. prob. | Group % | Post. prob. | Group % | Post. prob. | Covariate estimate (95% CI) |
The VIDEO trial | |||||||||
1 | 17.6 | 1 | 36.5 | 0.90 | 31.6 | 0.93 | 35.0 | 0.90 | 2.6 (0.3 to 4.9) |
2 | 30.5 | 1 | 39.7 | 0.85 | 36.1 | 0.88 | 40.7 | 0.86 | 3.1 (0.9 to 5.3) |
3 | 48.0 | 1 | 20.5 | 0.91 | 20.0 | 0.88 | 21.3 | 0.89 | −1.1 (−4.2 to 2.0) |
4 | 71.5 | 1 | 3.4 | 0.89 | 12.2 | 0.92 | 3.0 | 0.93 | −3.6 (−10.3 to 3.1) |
The OAI study | |||||||||
1 | −7.4§ | 3 | 22.8 | 0.90 | 22.9 | 0.94 | 22.4 | 0.88 | 8.2 (6.9 to 9.5) |
2 | 8.6 | 4 | 37.2 | 0.87 | 31.6 | 0.89 | 39.8 | 0.85 | 8.2 (7.6 to 8.9) |
3 | 18.6 | 2 | 22.5 | 0.83 | 20.6 | 0.86 | 21.4 | 0.80 | 7.2 (6.3 to 8.1) |
4 | 38.4 | 3 | 3.4 | 0.80 | 6.8 | 0.86 | 10.4 | 0.83 | 7.1 (5.8 to 8.3) |
5 | 39.7 | 2 | 11.2 | 0.84 | 13.4 | 0.88 | 3.8 | 0.87 | 16.0 (13.6 to 18.5) |
6 | 59.8 | 2 | 3.0 | 0.89 | 4.6 | 0.92 | 2.1 | 0.79 | 0.1 (−2.9 to 3.0) |
The model was created using WOMAC pain repeated measures.
The model was created using WOMAC pain repeated measures given the WOMAC functional limitation trajectories.
The model was created using WOMAC pain repeated measures adjusted for medication use as a time-varying covariate during the follow-up. The model assumption was “no use” at all time points; thus, the covariate estimates are positive and indicate that the use of medication was reducing the pain. In the OAI study only, medication use is missing at follow-up year 3; thus, pain trajectories were redone without year 3, fully reproduced as with year 3 data, and in that model, the time-varying medication use was included. This model did not fully converge. The analysis was redone numerous times, and the estimates were always the same as reported here.
The estimate is negative but the actual minimum of the scale is zero.
CI, confidence interval; OAI, Osteoarthritis Initiative; Post. prob., posterior probability; TG, trajectory group.