Table 2.
| (1) | (2) | (3) | |
|---|---|---|---|
| Variable name | Controls | BPDs | BPDs × Yeart |
| Familiarity | .064*** | .060*** | .061*** |
| (.004) | (.003) | (.003) | |
| Usage | .252*** | .228*** | .211*** |
| (.015) | (.012) | (.012) | |
| Preference | − .089*** | − .103*** | − .091*** |
| (.014) | (.012) | (.012) | |
| Value | .262*** | .139*** | .122*** |
| (.007) | (.006) | (.006) | |
| Performance | .416*** | .131*** | .131*** |
| (.009) | (.008) | (.008) | |
| Sincerity | .353*** | .418*** | |
| (.015) | (.018) | ||
| Excitement | .460*** | .448*** | |
| (.014) | (.021) | ||
| Competence | .434*** | .423*** | |
| (.015) | (.019) | ||
| Sophistication | .059*** | .092*** | |
| (.010) | (.014) | ||
| Ruggedness | .022*** | .074*** | |
| (.006) | (.009) | ||
| Sincerity × Yeart | Decreased over time | ||
| Excitement × Yeart | Increased over time | ||
| Competence × Yeart | Increased over time | ||
| Sophistication × Yeart | Decreased over time | ||
| Ruggedness × Yeart | Decreased over time | ||
| Constant | .230*** | − 2.009*** | − 2.275*** |
| (.064) | (.067) | (.079) | |
| Year indicators (Yeart) | Included | Included | Included |
| Good/service category indicators | Included | Included | Included |
| Brand fixed effects | Included | Included | Included |
| Within R-squared | .483 | .609 | .627 |
| Between R-squared | .753 | .788 | .759 |
| Overall R-squared | .740 | .798 | .772 |
| Likelihood ratio | 18,692 | 25,613 | 26,810 |
n = 49,626 brand-year observations. The dependent variable is CBBEit. The robust clustered standard errors are in brackets below the coefficients. Model 2 corresponds to Eq. 1 and Model 3 to Eq. 2. In Model 3, the coefficients for the effects of BPDs are the conditional effects of each BPD when Yeart equals zero; that is, the effect of each BPD in 2001. The BPD × Yeart interaction terms in Model 3 are reported in Fig. 2 and WA 3
*** p ≤ .001; ** p ≤ .01; * p ≤ .05; + p ≤ .10