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