Linear and hierarchical multiple regression analysis predicting binge eating*
| Dependent variable | |||||
|---|---|---|---|---|---|
| Binge eating | |||||
| Predictor | r | ΔR2 | p | β | p |
| Step 1 | 0.02 | 0.13 | |||
| Age (years) | 0.09 | 0.05 | ns | ||
| Gender | 0.20 | 0.18* | 0.05 | ||
| Step 2 | 0.26 | 0.00 | |||
| BMI | 0.52** | 0.51*** | <0.01 | ||
| Step 3 | 0.39 | 0.00 | |||
| Emotional eating | 0.62** | 0.42*** | <0.01 | ||
| Step 4 | 0.42 | 0.00 | |||
| External eating | 0.45** | 0.22** | <0.05 | ||
| Step 5 | 0.42 | 0.00 | |||
| Restrained eating | 0.21 | −0.08 | ns | ||
| Total R2 | 0.42 | ||||
| Dependent variable | |||||
|---|---|---|---|---|---|
| Binge eating | |||||
| Predictor | Δ | ||||
| Step 1 | 0.02 | 0.13 | |||
| Age (years) | 0.09 | 0.05 | ns | ||
| Gender | 0.20 | 0.18* | 0.05 | ||
| Step 2 | 0.26 | 0.00 | |||
| BMI | 0.52** | 0.51*** | <0.01 | ||
| Step 3 | 0.39 | 0.00 | |||
| Emotional eating | 0.62** | 0.42*** | <0.01 | ||
| Step 4 | 0.42 | 0.00 | |||
| External eating | 0.45** | 0.22** | <0.05 | ||
| Step 5 | 0.42 | 0.00 | |||
| Restrained eating | 0.21 | −0.08 | ns | ||
| Total | 0.42 | ||||
Notes:
n = 78;
*Hierarchical regression involving the entry of predictor variables into the analysis in steps (stepwise). Linear correlation obtained from Pearson correlation test (r). ΔR2 = the change in R2 value for each subsequent step of the model, resulting from the addition of a predictor to the regression equation. β = the beta values in regression are the estimated coefficients of the explanatory variables. P-value less than 0.05 was considered as statistically significant (ns, non-significant)
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