Table 3.
Multinomial regression models predicting moderately active and active groups compared to the inactive group after reading messages
Breast Cancer Model | Heart Disease Model | ||||
---|---|---|---|---|---|
Model Fit | Χ2 = 27.63 (df = 16)* | Χ2 = 46.23 (df = 16)*** | |||
Goodness of fit | Pearson Χ2 = 240.51 (df = 174)*** | Pearson Χ2 = 21.63 (df = 174)* | |||
Variance accounted for | Nagelkerke pseudo R-square = .285 | Nagelkerke pseudo R-square = .435 | |||
LTPA group | Predictor | Exp(B) | 95% confidence interval | Exp(B) | 95% confidence interval |
Moderately Active | Intentions | 1.33 | .96–1.84 | 1.37 | .97–1.94 |
Affective attitudes | 1.87* | 1.14–3.06 | 1.60 | .98–2.62 | |
Message involvement | 0.68 | .27–1.72 | .91 | .36–2.31 | |
Explicit believability | 0.79 | .34–1.88 | 1.03 | .43–2.47 | |
Physical activity BCI | 1.14 | .85–1.51 | 1.48* | 1.0–2.21 | |
Risk BCI | 1.04 | .87–1.23 | .95 | .80–1.14 | |
Like me BCI | 1.04 | .88–1.22 | 1.10 | .89–1.36 | |
Blame BCI | 1.26 | .95–1.66 | 1.05 | .86–1.28 | |
Active | Intentions | 1.58** | 1.14–2.18 | 1.61** | 1.13–2.31 |
Affective attitudes | 1.88** | 1.17–3.01 | 1.98** | 1.20–3.28 | |
Message involvement | 0.58 | .24–1.38 | 0.41 | .15–1.12 | |
Explicit believability | 0.89 | .39–2.04 | 1.62 | .66–4.00 | |
Physical activity BCI | 1.12 | .86–1.45 | 2.59** | 1.51–4.44 | |
Risk BCI | 1.04 | .89–1.22 | 1.00 | .83–1.20 | |
Like me BCI | 1.04 | .90–1.21 | 1.24* | 1.00–1.54 | |
Blame BCI | 1.25 | .95–1.63 | 1.11 | .91–1.35 |
BCI Belief Confidence Index
*p < .05, ** p < .01, *** p < .001