Table 3.
Associations between MATCH and validity measures.
Willingness | Ability | Worthwhile | MATCH | |||||||
---|---|---|---|---|---|---|---|---|---|---|
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r | p | r | p | r | p | High | Low | p | Effect size d | |
Convergent | ||||||||||
Psychosocial | ||||||||||
Diabetes distress (regimen distress) | 0.05 | 0.58 | −0.48 | <0.001 | −0.31 | <0.001 | 2.0 (0.8) | 2.8 (1.0) | <0.001 | 0.89 |
Diabetes self-efficacy | 0.07 | 0.18 | 0.55 | <0.001 | 0.17 | 0.004 | 7.6(1.5) | 6.4(1.7) | <0.001 | 0.75 |
Illness perception: personal control | 0.23 | <0.001 | 0.40 | <0.001 | −0.40 | <0.001 | 4.4 (0.5) | 3.9 (0.6) | <0.001 | 0.91 |
Attitudes toward specific change | ||||||||||
Confidence making this change | 0.22 | <0.001 | 0.44 | <0.001 | 0.20 | <0.001 | 7.4 (2.0) | 5.8 (2.2) | <0.001 | 0.76 |
Interested in learning good ways to make this change. | 0.48 | <0.001 | 0.28 | <0.001 | −0.10 | 0.10 | 4.7 (0.7) | 4.2 (0.8) | <0.001 | 0.67 |
I don’t think it will do any good to make this change. | −0.27 | <0.001 | −0.25 | <0.001 | 0.40 | <0.001 | 1.4 (0.5) | 1.9 (0.7) | <0.001 | 0.82 |
I have too many other things going on in my life to make this change now. | −0.20 | <0.001 | −0.49 | <0.001 | −0.23 | <0.001 | 2.1 (0.9) | 2.8 (1.1) | <0.001 | 0.70 |
Behavioral Self-management | ||||||||||
Healthy General Diet | 0.09 | 0.12 | 0.31 | <0.001 | 0.01 | 0.81 | 3.7 (2.2) | 3.0 (2.0) | 0.03 | 0.33 |
Physical Activity | 0.06 | 0.28 | 0.20 | <0.001 | 0.07 | 0.22 | 3.0 (2.2) | 2.5(2.2) | 0.02 | 0.22 |
Missed Medication days (past week) | −0.08 | 0.16 | −0.21 | <0.001 | −0.15 | 0.008 | 0.6 (1.1) | 1.1 (2.1) | 0.005 | 0.30 |
Discriminant | ||||||||||
Depression symptoms (PHQ-8) | −0.08 | 0.15 | −0.31 | <0.001 | −0.22 | <0.001 | 5.5 (4.3) | 8.3 (5.5) | <0.001 | 0.57 |
Note: Cut-point for each MATCH subscale based on the face validity of the scale response options (low = mean subscale score of 1.0 to 3.4; high = 3.5 to 5.0); with “high MATCH” scores defined as reaching the threshold for “high” on all three subscales. Bold font indicates MATCH areas hypothesized to associate with specific convergent validity variables.