Table 3.
Regression model using SCS total score (step 3a) or subscales (3b), with Diabetes Distress Scale as outcome variable
Predictor variable | Block | r2 | F(df) | Multivariate analyses | ||||||
B | β | t | p | r | pr2 | sr2 | ||||
0.25 | 16.28 (7,344) | |||||||||
Age | 1 | −0.03 | −0.28 | −4.30 | <0.001* | −0.37 | 0.05 | 0.04 | ||
Sex | 1 | −0.12 | −0.06 | −1.35 | 0.177 | −0.12 | 0.01 | <0.01 | ||
Ethnicity | 1 | −0.07 | −0.15 | −3.03 | 0.003* | −0.19 | 0.03 | 0.02 | ||
BMI | 1 | 0.02 | 0.13 | 2.57 | 0.011* | 0.20 | 0.02 | 0.01 | ||
Age of diabetes onset | 1 | <0.01 | 0.03 | 0.52 | 0.603 | −0.29 | <0.01 | <0.01 | ||
HbA1c | 1 | 0.24 | 0.27 | 5.54 | <0.001* | 0.29 | 0.08 | 0.07 | ||
IMD | 1 | <−0.01 | −0.08 | −1.52 | 0.129 | −0.19 | 0.01 | 0.01 | ||
0.32 | 16.35 (10,341) | |||||||||
Age | 2 | −0.03 | −0.29 | −4.58 | <0.001* | −0.37 | 0.06 | 0.04 | ||
Sex | 2 | −0.12 | −0.06 | −1.42 | 0.155 | −0.12 | 0.01 | <0.01 | ||
Ethnicity | 2 | −0.08 | −0.18 | −3.73 | <0.001* | −0.19 | 0.04 | 0.03 | ||
BMI | 2 | 0.01 | 0.09 | 1.76 | 0.079 | 0.20 | 0.01 | 0.01 | ||
Age of diabetes onset | 2 | <0.01 | 0.06 | 0.89 | 0.372 | −0.29 | <0.01 | <0.01 | ||
HbA1c | 2 | 0.23 | 0.26 | 5.55 | <0.001* | 0.29 | 0.08 | 0.06 | ||
IMD | 2 | <−0.01 | −0.06 | −1.20 | 0.230 | −0.19 | ||||
Daytime sleepiness (ESS) | 2 | 0.05 | 0.28 | 6.02 | <0.001* | 0.31 | 0.10 | 0.07 | ||
Sleep duration (min) | 2 | <0.01 | −0.02 | −0.35 | 0.729 | −0.15 | <0.01 | <0.01 | ||
Social jetlag | 2 | <−0.01 | <−0.01 | −0.13 | 0.894 | −0.04 | <0.01 | <0.01 | ||
0.40 | 20.43 (11,340) | |||||||||
Age | 3a | −0.02 | −0.23 | −3.85 | <0.001* | −0.37 | 0.04 | 0.03 | ||
Sex | 3a | −0.07 | −0.04 | −0.93 | 0.353 | −0.12 | <0.01 | <0.01 | ||
Ethnicity | 3a | −0.07 | −0.17 | −3.69 | <0.001* | −0.19 | 0.04 | 0.02 | ||
BMI | 3a | 0.01 | 0.06 | 1.24 | 0.215 | 0.20 | <0.01 | <0.01 | ||
Age of diabetes onset | 3a | <0.01 | 0.04 | 0.62 | 0.533 | −0.29 | <0.01 | <0.01 | ||
HbA1c | 3a | 0.18 | 0.21 | 4.57 | <0.001* | 0.29 | 0.06 | 0.04 | ||
IMD | 3a | <−0.01 | −1.21 | |||||||
Daytime sleepiness (ESS) | 3a | 0.04 | 0.21 | 4.73 | <0.001* | 0.31 | 0.06 | 0.04 | ||
Sleep duration (min) | 3a | <0.01 | −0.03 | −0.59 | 0.555 | −0.15 | <0.01 | <0.01 | ||
Social jetlag | 3a | <0.01 | <−0.01 | −0.07 | 0.948 | −0.04 | <0.01 | <0.01 | ||
SCS overall | 3a | −0.39 | −0.30 | −6.46 | <0.001* | −0.46 | 0.11 | 0.07 | ||
0.50 | 20.58 (16,335) | |||||||||
Age | 3b | −0.02 | −0.18 | −3.13 | 0.002* | −0.37 | 0.03 | 0.01 | ||
Sex | 3b | <−0.01 | −0.01 | −0.19 | 0.850 | −0.12 | <0.01 | <0.01 | ||
Ethnicity | 3b | −0.06 | −0.14 | −3.26 | 0.001* | −0.19 | 0.03 | 0.02 | ||
BMI | 3b | 0.01 | 0.04 | 1.04 | 0.301 | 0.20 | <0.01 | <0.01 | ||
Age of diabetes onset | 3b | <0.01 | 0.05 | 0.85 | 0.395 | −0.29 | <0.01 | <0.01 | ||
HbA1c | 3b | 0.13 | 0.15 | 3.46 | <0.001* | 0.29 | 0.03 | 0.02 | ||
IMD | 3b | <−0.01 | −0.09 | −2.07 | 0.039* | −0.19 | 0.01 | 0.01 | ||
Daytime sleepiness (ESS) | 3b | 0.03 | 0.16 | 3.68 | <0.001* | 0.31 | 0.04 | 0.02 | ||
Sleep duration (min) | 3b | <0.01 | 0.02 | 0.05 | 0.959 | −0.15 | <0.01 | <0.01 | ||
Social jetlag | 3b | <0.01 | <0.01 | <0.01 | 0.997 | −0.04 | <0.01 | <0.01 | ||
SCS subscales | ||||||||||
Self-kindness | 3b | −0.06 | −0.07 | −1.19 | 0.234 | −0.08 | <0.01 | <0.01 | ||
Self-judgment | 3b | 0.09 | 0.10 | 1.50 | 0.134 | 0.54 | 0.01 | <0.01 | ||
Common humanity | 3b | 0.01 | 0.01 | 0.17 | 0.866 | 0.12 | <0.01 | <0.01 | ||
Isolation | 3b | 0.12 | 0.15 | 2.19 | 0.030* | 0.58 | 0.01 | 0.01 | ||
Mindfulness | 3b | 0.06 | 0.07 | 1.00 | 0.317 | −0.06 | <0.01 | <0.01 | ||
Overidentified | 3b | 0.22 | 0.27 | 3.77 | <0.001* | 0.60 | 0.04 | 0.02 |
*Significance at p<0.05 or better.
BMI, body mass index; ESS, Epworth Sleepiness Scale; HbA1c, hemoglobin A1c; IMD, index of multiple deprivation; pr2, squared partial correlation; r, zero order correlation; SCS, Self-Compassion Scale; sr2, squared semi-partial correlation.