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. 2022 Aug 13;51(3):598–616. doi: 10.1007/s11747-022-00895-2

Table 2.

Results for Eqs. 1 and 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