Table 2.
Results of the Structural Equation Model for Predicting T2 Adherence
Without Demographics | With Demographics | |||||
---|---|---|---|---|---|---|
b | β | SE | b | β | SE | |
T1 Adherence on | ||||||
T1 Difficulty | −0.302*** | −0.433 | 0.034 | −0.299*** | −0.430 | 0.035 |
Trait Boredom | 0.069 | 0.092 | 0.051 | 0.065 | 0.087 | 0.049 |
Trait Self-Control | 0.189* | 0.164 | 0.075 | 0.203** | 0.177 | 0.074 |
Trait Self-Control X T1 Difficulty | 0.105* | 0.106 | 0.045 | 0.110** | 0.111 | 0.042 |
Trait Planning | 0.455*** | 0.339 | 0.073 | 0.452*** | 0.340 | 0.070 |
Trait Planning X T1 Difficulty | 0.156* | 0.142 | 0.070 | 0.167** | 0.153 | 0.064 |
R2 | 0.293 | |||||
T1 Difficulty on | ||||||
Trait Boredom | 0.702*** | 0.652 | 0.031 | 0.715*** | 0.664 | 0.033 |
R2 | 0.425 | |||||
T2 Adherence on | ||||||
T2 Difficulty | −0.086* | −0.126 | 0.042 | −0.080† | −0.117 | 0.042 |
T1 Adherence | 0.563*** | 0.571 | 0.082 | 0.556*** | 0.562 | 0.083 |
T1 Difficulty | −0.092† | −0.133 | 0.049 | −0.112* | −0.163 | 0.051 |
Intervention | 0.071 | 0.044 | 0.055 | 0.073 | 0.045 | 0.056 |
SBPS | 0.049 | 0.067 | 0.041 | 0.044 | 0.059 | 0.044 |
CFSCS | 0.018 | 0.015 | 0.060 | 0.003 | 0.002 | 0.061 |
CFSCS x T1 Difficulty | −0.020 | −0.020 | 0.040 | −0.026 | −0.027 | 0.042 |
ITPS | 0.138* | 0.104 | 0.061 | 0.161* | 0.122 | 0.062 |
ITPS x T1 Difficulty | 0.090† | 0.083 | 0.049 | 0.115† | 0.106 | 0.051 |
R2 | 0.507 | |||||
T2 Difficulty on | ||||||
T1 Adherence | −0.089† | −0.061 | 0.047 | −0.083† | 0.194 | 0.047 |
T1 Difficulty | 0.682*** | 0.677 | 0.045 | 0.676*** | −0.057 | 0.045 |
Intervention | 0.050 | 0.021 | 0.064 | 0.036 | 0.671 | 0.064 |
SBPS | 0.182*** | 0.167 | 0.045 | 0.211*** | 0.015 | 0.047 |
R2 | 0.675 | |||||
Fit statistics | χ2(8) | p | RMSEA | χ2(8) | p | RMSEA |
11.28 | .186 | 0.027 | 10.27 | .247 | 0.022 | |
CFI | TLI | SRMR | CFI | TLI | SRMR | |
0.996 | 0.987 | 0.020 | 0.998 | 0.980 | 0.007 |
Note: SBPS = Short Boredom Proneness Scale; CFSCS = Capacity for Self-Control Scale; ITPS = If-Then Planning Scale; RMSEA = Root Mean Square Error of Approximation; CFI = Comparative Fit Index; TLI = Tucker-Lewis Index; SRMR = Standardized Root Mean Square Residual. We report unstandardized (b) and standardized coefficients (β) with robust standard errors (SE). Missing data was dealt with using full-information maximum likelihood (FIML)
†p < .1. *p < .05. **p < .01. ***p < .001