Table 6.
Adjusted correlation values with methods to correct for attenuation.
| Timepoint | Predictor (X) | Dependent (Y) | Observed correlation | Cronbach's alpha method |
Thorndike's case 2 method |
||||
|---|---|---|---|---|---|---|---|---|---|
| Adjusted correlationa | Alpha var 1 | Alpha var 2 | Adjusted correlation | True variancea | Observed variance | ||||
| Baseline | HAM-D17 | IDS-SR30 | 0.46 | 1.21 | 0.18 | 0.78 | 0.80 | 24.58 | 9.40 |
| HAM-D17 | QIDS-SR16 | 0.40 | 1.17 | 0.18 | 0.64 | 0.75 | 24.58 | 9.40 | |
| CGI-S | IDS-SR30 | 0.27 | n.a. | 0.66 | 0.95 | 0.31 | |||
| CGI-S | QIDS-SR16 | 0.24 | n.a. | 0.61 | 0.95 | 0.31 | |||
| Week 10 | HAM-D17 | IDS-SR30 | 0.75 | 0.91 | 0.76 | 0.89 | 0.75 | 24.58 | 24.58 |
| HAM-D17 | QIDS-SR16 | 0.73 | 0.93 | 0.76 | 0.80 | 0.73 | 24.58 | 24.58 | |
| CGI-S | IDS-SR30 | 0.67 | n.a. | 0.67 | 0.95 | 0.95 | |||
| CGI-S | QIDS-SR16 | 0.63 | n.a. | 0.63 | 0.95 | 0.95 | |||
| Month 6 | HAM-D17 | IDS-SR30 | 0.70 | 0.87 | 0.72 | 0.88 | 0.84 | 24.58 | 15.54 |
| HAM-D17 | QIDS-SR16 | 0.67 | 0.91 | 0.72 | 0.74 | 0.82 | 24.58 | 15.54 | |
| CGI-S | IDS-SR30 | 0.65 | n.a. | 0.80 | 0.95 | 0.60 | |||
| CGI-S | QIDS-SR16 | 0.64 | n.a. | 0.79 | 0.95 | 0.60 | |||
CGI-S, Clinical Global Impressions–Severity; HAM-D17, 17-item Hamilton Rating Scale for Depression; IDS-SR30, 30-item Inventory of Depressive Symptomatology–Self-Report; QIDS-SR16, 16-item Quick Inventory of Depressive Symptomatology–Self-Report.
For the Thorndike's case 2 method, variable 1 serves as the predictor (X), and variable 2 serves as the dependent variable (Y).
Note: True variance is an unknown, for this estimate the maximum observed variance (week 10) is used to adjust baseline and month 6 correlations. Week 10 values are reference and unchanged using this approach.