Table 2.
Regression models: relationship between repetitive negative thinking (RNT) and baseline network connectivity strength.
Salience network | Default mode network | Left frontoparietal network | Right frontoparietal network | |||||||||||||
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Model summary | ||||||||||||||||
Model 1 |
R2 = 0.588, F change = 29.925, Sig. F change (p = ..) <0.001** |
R2 = 0.588, F change = 29.925, Sig. F change (p = ..) <0.001** |
R2 = 0.588, F change = 29.925, Sig. F change (p = ..) <0.001** |
R2 = 0.588, F change = 29.925, Sig. F change (p = ..) <0.001** |
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Model 2 |
R2 =0.588, F change = 0.001, Sig. F change (p = ..) = 0.974 |
R2 = 0.588, F change = 0.012, Sig. F change (p = ..) = 0.913 |
R2 = 0.597, F change = 4.195, Sig. F change (p = ..) = 0.042* |
R2 = 0.592, F change = 1.941, Sig. F change (p = ..) = 0.165 |
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Model 3 |
R2 = 0.590, F change = 0.408, Sig. F change (p = ..) = 0.747 |
R2 = 0.596, F change = 1.204, Sig. F change (p = ..) = 0.310 |
R2 = 0.597, F change = 0.108, Sig. F change (p = ..) = 0.955 |
R2 = 0.609, F change = 2.761, Sig. F change (p = ..) = 0.043* |
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Full model results | Model 2 | Model 2 | Model 2 | Model 3 | ||||||||||||
B | SE B | β | p-value | B | SE B | β | p-value | B | SE B | β | p-value | B | SE B | β | p-value | |
Constant | 15.115 | 3.037 | <0.001** | 15.402 | 3.885 | <0.001** | 9.521 | 3.39 | 0.006** | 12.533 | 3.949 | 0.002** | ||||
Age (years) | −0.015 | 0.048 | −0.018 | 0.75 | −0.017 | 0.049 | −0.02 | 0.726 | 0.036 | 0.05 | 0.041 | 0.469 | 0.02 | 0.047 | 0.023 | 0.668 |
Sex (male/female) | −0.289 | 1.203 | −0.012 | 0.81 | −0.315 | 1.213 | −0.013 | 0.795 | −0.166 | 1.185 | −0.007 | 0.889 | −0.364 | 1.184 | −0.015 | 0.759 |
Level of education | ||||||||||||||||
No vs. middle | 1.402 | 3.482 | 0.019 | 0.688 | 1.463 | 3.53 | 0.02 | 0.679 | 0.837 | 3.452 | 0.012 | 0.809 | 0.35 | 3.448 | 0.005 | 0.919 |
Low vs. middle | −0.715 | 2.047 | −0.017 | 0.727 | −0.701 | 2.049 | −0.017 | 0.732 | −0.78 | 2.024 | −0.019 | 0.7 | −0.713 | 2.048 | −0.017 | 0.728 |
High vs. middle | 0.413 | 1.328 | 0.016 | 0.756 | 0.421 | 1.327 | 0.017 | 0.752 | 0.385 | 1.308 | 0.015 | 0.769 | 0.246 | 1.316 | 0.01 | 0.852 |
Subject group (dummy var) | ||||||||||||||||
SR | 6.693 | 2.258 | 0.245 | 0.003** | 6.663 | 2.27 | 0.244 | 0.004** | 7.271 | 2.236 | 0.266 | 0.001** | 1.444 | 4.127 | 0.053 | 0.727 |
ND | 10.666 | 1.842 | 0.364 | <0.001** | 10.638 | 1.859 | 0.363 | <0.001** | 11.101 | 1.834 | 0.379 | <0.001** | 15.455 | 4.204 | 0.528 | <0.001** |
CM | 11.337 | 2.153 | 0.398 | <0.001** | 11.314 | 2.156 | 0.397 | <0.001** | 11.871 | 2.13 | 0.417 | <0.001** | 9.715 | 4.164 | 0.341 | 0.021* |
IDS-SR | 0.417 | 0.053 | 0.546 | <0.001** | 0.417 | 0.053 | 0.546 | <0.001** | 0.409 | 0.052 | 0.536 | <0.001** | 0.43 | 0.052 | 0.563 | <0.001** |
Within network connectivity | −0.004 | 0.121 | −0.002 | 0.974 | −0.014 | 0.129 | −0.006 | 0.913 | 0.39 | 0.191 | 0.112 | 0.042* | 0.241 | 0.173 | 0.073 | 0.165 |
Subject group x connectivity strength | ||||||||||||||||
SR vs. HC | N.S. | N.S. | N.S. | 0.763 | 0.486 | 0.245 | p = 0.120 | |||||||||
ND vs. HC | −0.695 | 0.422 | −0.278 | p = 0.103 | ||||||||||||
CM vs. HC | 0.214 | 0.407 | 0.074 | p = 0.601 | ||||||||||||
SR vs. ND | 1.429 | 0.503 | 0.594 | p = 0.006** | ||||||||||||
CM vs. ND | 0.831 | 0.418 | 0.423 | p = 0.050 | ||||||||||||
CM vs. SR | −0.477 | 0.463 | −0.22 | p = 0.305 |
Dependent variable: PTQ sum score.
Model 1: predictors: constant, age, sex, level of education, subject group, IDS-SR.
Model 2: predictors from step 1 + baseline network connectivity strength.
Model 3: predictors from step 2 + interaction between subject group and baseline network connectivity strength.
CM: comorbidity group; HC: healthy controls; IDS-SR: Inventory of Depressive Symptomatology Self Report; ND: neurodevelopmental group; N.S.: no significant interaction; PTQ: Perseverative Thinking Questionnaire; Sig.: significant; SR: stress-related group; var: variables.
*p < 0.05.
**p < 0.01.