Failed vs survivor line extension logistic regression model
| Variable | SE | Wald | df | p | Odds ratio | 95% CI for odds ratio | ||
|---|---|---|---|---|---|---|---|---|
| Lower | Upper | |||||||
| Line extension performance | ||||||||
| Mean penetration | 1.55 | 0.08 | 419.20 | 1 | 0.00 | 4.69 | 4.05 | 5.44 |
| Mean repeat-buyer rate | 0.01 | 0.00 | 274.61 | 1 | 0.00 | 1.01 | 1.01 | 1.01 |
| Category and parent brand | ||||||||
| Category type – food | 0.34 | 0.05 | 46.28 | 1 | 0.00 | 1.41 | 1.27 | 1.55 |
| Parent brand share size | 58.47 | 2 | 0.00 | |||||
| Parent brand share size – big | 0.27 | 0.05 | 28.67 | 1 | 0.00 | 1.31 | 1.19 | 1.45 |
| Parent brand share size – small | −0.25 | 0.09 | 7.22 | 1 | 0.01 | 0.78 | 0.65 | 0.94 |
| Constant | −0.99 | 0.07 | 218.93 | 1 | 0.00 | 0.37 | ||
| Variable | Wald | Odds ratio | 95% | |||||
|---|---|---|---|---|---|---|---|---|
| Lower | Upper | |||||||
| 1.55 | 0.08 | 419.20 | 1 | 0.00 | 4.69 | 4.05 | 5.44 | |
| 0.01 | 0.00 | 274.61 | 1 | 0.00 | 1.01 | 1.01 | 1.01 | |
| 0.34 | 0.05 | 46.28 | 1 | 0.00 | 1.41 | 1.27 | 1.55 | |
| 58.47 | 2 | 0.00 | ||||||
| 0.27 | 0.05 | 28.67 | 1 | 0.00 | 1.31 | 1.19 | 1.45 | |
| −0.25 | 0.09 | 7.22 | 1 | 0.01 | 0.78 | 0.65 | 0.94 | |
| −0.99 | 0.07 | 218.93 | 1 | 0.00 | 0.37 | |||
The strongest predictor of longer LE survival is the mean penetration of the LE. Repeat-buyer rate is also a significant predictor, but it does not have a substantive role in survival
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