Table3. Hierarchical Multivariate Analysis of Demographic, Medical, Psychological Variables in Relationship to BASDAI*.
Step | Predictors | β weights | C.I. (95%) | P Value | R2 (%) (P Value+)** |
ΔR2 (%) (P Value+)*** |
---|---|---|---|---|---|---|
1 | Demographics | 13.8 (<0.001) * | ------ | |||
Age | 0.15 | −0.06-0.36 | 0.157 | |||
Employment | −0.13 | −0.26-0.01 | 0.061 | |||
Sex | −0.08 | −0.20-0.04 | 0.186 | |||
Marital | 0.06 | −0.06-0.19 | 0.330 | |||
Education | −0.03 | −0.16-0.09 | 0.597 | |||
Smoking | 0.02 | −0.10-0.14 | 0.748 | |||
Student | −0.03 | −0.18-0.12 | 0.737 | |||
Ethnicity | −0.13 | −0.25- −0.01 | 0.034 | |||
2 | Medical Variables | 18.1 (<0.001) ** | 4.3 (0.814) *** | |||
NSAID therapy | 0.11 | −0.01-0.23 | 0.076 | |||
Bath AS Radiographic Index (BASRI) |
0.01 | −0.13-0.14 | 0.901 | |||
Biologic therapy | −0.02 | −0.14-0.09 | 0.726 | |||
No. Medical Co- morbidities |
−0.08 | −0.21-0.05 | 0.203 | |||
C-reactive Protein (CRP) |
−0.07 | −0.19-0.05 | 0.236 | |||
Disease duration | −0.02 | −0.21-0.17 | 0.811 | |||
3 | Psychological Variables | 51.4 (<0.001) ** | 33.3(<0.001) *** | |||
Arthritis Internality | −0.19 | −0.32- −0.06 | 0.005 | |||
Arthritis Helplessness | 0.16 | 0.02-0.31 | 0.029 | |||
Resilience Coping (BRCS) |
0.08 | −0.04-0.19 | 0.203 | |||
Depression (PHQ-9) | 0.34 | 0.19-0.49 | <0.0001 | |||
Active Coping | 0.11 | −0.01-0.24 | 0.072 | |||
Passive Coping | 0.16 | 0.02-0.29 | 0.027 |
All β-weights, 95% Confidence Intervals, and p values for individual variables are estimates derived in the context of the full model (i.e. with all three conceptual blocks entered in to the equation).
Overall R-Square (%) after the addition of each conceptual block and accompanying P value for the test of the overall R-Square.
Incremental R-Square change due to the addition of the conceptual block and accompanying P value for the test of the incremental R-Square change