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. 2023 Oct 30;17:1234085. doi: 10.3389/fnhum.2023.1234085

Table 5.

Final model for the prediction of subjective success after sessions by the strategies.

B SE 95% CI t p df Sum/Mean Sq F ratio
Fixed effects
Intercept 4.62 0.25 [4.13, 5.11] 18.14 0.175
Behavior −0.25 0.22 [−0.66, 0.17] −1.16 0.242 F (1, 174) 1.46 1.36
Concentration −0.85 0.29 [−1.40, −0.25] −2.92 0.004 F (1, 168) 9.20 8.55
Distraction 0.07 0.24 [−0.38, 0.55] 0.30 0.767 F (1, 115) 0.10 0.08
Emotion −0.10 0.23 [−0.53, 0.35] −2.42 0.677 F (1, 126) 0.19 0.17
Imagination 0.40 0.22 [−0.03, 0.82] 1.79 0.076 F (1, 160) 3.44 3.20
Self-Talk 0.09 0.34 [−0.59, 0.73] 0.25 0.802 F (1, 160) 0.07 0.06
Thought 0.17 0.23 [0.27, 0.61] 0.76 0.451 F (1, 167) 0.61 0.57
Random effects Variance SD
Participant (intercept) 0.27 0.52
Model fit
R 2 Marginal Conditional
0.10 0.28

p-values for fixed effects calculated using Satterthwaite’s approximations. Confidence intervals have been calculated using the Wald method. All strategies were dummy-coded (0 = Strategy was not applied in the respective session, 1 = Strategy was applied in the respective session). Model equation: Subjective success ~ Concentration + Imagination + Self-Talk + Distraction + Thought + Emotion + Behavior + (1 | participant). Due to its rare occurrence, the category “No Strategy” was not included in the analyses.