Parameter estimates for the generalized propensity score model
| Online to online | Offline to online | Online to offline | ||||
|---|---|---|---|---|---|---|
| Parameter | Coef. | Std. err. | Coef. | Std. err. | Coef. | Std. err. |
| Constant | −1.865 | 0.034** | −2.784 | 0.047** | −2.656 | 0.046** |
| Retailer B | 0.399 | 0.014** | 0.187 | 0.019** | 0.188 | 0.018** |
| Retailer C | 0.715 | 0.015** | 0.196 | 0.021** | 0.158 | 0.021** |
| Nearby store count | 0.000 | 0.000 | 0.001 | 0.000* | 0.001 | 0.000* |
| Annual spending in initial period | −0.224 | 0.005** | −0.073 | 0.007** | −0.112 | 0.007** |
| PL share | 0.300 | 0.005** | 0.101 | 0.008** | 0.036 | 0.008** |
| Gender | 0.002 | 0.015 | 0.128 | 0.021** | 0.143 | 0.021** |
| Age | 0.000 | 0.001 | −0.003 | 0.001** | −0.004 | 0.001** |
| Family size | 0.073 | 0.005** | 0.103 | 0.007** | 0.094 | 0.007** |
| Income | −0.025 | 0.002** | −0.010 | 0.003** | −0.010 | 0.003** |
| Online to online | Offline to online | Online to offline | ||||
|---|---|---|---|---|---|---|
| Parameter | Coef. | Std. err. | Coef. | Std. err. | Coef. | Std. err. |
| Constant | −1.865 | 0.034 | −2.784 | 0.047 | −2.656 | 0.046 |
| Retailer B | 0.399 | 0.014 | 0.187 | 0.019 | 0.188 | 0.018 |
| Retailer C | 0.715 | 0.015 | 0.196 | 0.021 | 0.158 | 0.021 |
| Nearby store count | 0.000 | 0.000 | 0.001 | 0.000 | 0.001 | 0.000 |
| Annual spending in initial period | −0.224 | 0.005 | −0.073 | 0.007 | −0.112 | 0.007 |
| 0.300 | 0.005 | 0.101 | 0.008 | 0.036 | 0.008 | |
| Gender | 0.002 | 0.015 | 0.128 | 0.021 | 0.143 | 0.021 |
| Age | 0.000 | 0.001 | −0.003 | 0.001 | −0.004 | 0.001 |
| Family size | 0.073 | 0.005 | 0.103 | 0.007 | 0.094 | 0.007 |
| Income | −0.025 | 0.002 | −0.010 | 0.003 | −0.010 | 0.003 |
**p < 0.01, *p < 0.05
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