MGA results for control groups
| Age | Gender | Owning a smart speaker | Familiarity groups | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship | Coef.-diff (1–2) | Coef.-diff (1–3) | Coef.-diff (2–3) | p-value (1–2) | p-value (1–3) | p-value (2–3) | Coef.-diff | p-value | Coef.-diff | p-value | Coef.-diff | p-value |
| AD format → Hedonic motivations | −0.303 | −0.245 | 0.058 | 0.050 | 0.135 | 0.707 | 0.126 | 0.384 | 0.030 | 0.821 | −0.070 | 0.611 |
| AD functionality → Smart speaker usefulness | −0.042 | 0.229 | 0.187 | 0.750 | 0.184 | 0.220 | −0.032 | 0.825 | 0.020 | 0.868 | 0.078 | 0.509 |
| AD relevance → Hedonic motivations | 0.202 | 0.192 | −0.010 | 0.238 | 0.320 | 0.941 | −0.023 | 0.901 | −0.085 | 0.595 | 0.007 | 0.954 |
| AD relevance → Smart speaker usefulness | −0.135 | −0.227 | −0.091 | 0.399 | 0.199 | 0.564 | −0.109 | 0.431 | 0.187 | 0.124 | 0.023 | 883 |
| Hedonic motivations → AD acceptance | −0.029 | 0.034 | 0.063 | 0.663 | 0.654 | 0.432 | −0.005 | 0.975 | 0.081 | 0.221 | −0.062 | 0.314 |
| Smart speaker ease of use * privacy risk → Smart speaker usefulness | −0.003 | 0.064 | 0.067 | 0.981 | 0.503 | 0.536 | 0.077 | 0.375 | −0.033 | 0.757 | −0.044 | 0.587 |
| Smart speaker ease of use → Smart speaker usefulness | 0.051 | −0.124 | −0.175 | 0.675 | 0.330 | 0.191 | 0.167 | 0.114 | −0.085 | 0.476 | −0.108 | 0.306 |
| Smart speaker usefulness → AD acceptance | 0.012 | −0.004 | −0.016 | 0.886 | 0.961 | 0.860 | −0.077 | 0.352 | −0.052 | 0.505 | 0.074 | 0.333 |
| Age | Gender | Owning a smart | Familiarity | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Relationship | Coef.-diff | Coef.-diff | Coef.-diff | Coef.-diff | Coef.-diff | Coef.-diff | ||||||
| AD format → Hedonic motivations | −0.303 | −0.245 | 0.058 | 0.050 | 0.135 | 0.707 | 0.126 | 0.384 | 0.030 | 0.821 | −0.070 | 0.611 |
| AD functionality → Smart speaker usefulness | −0.042 | 0.229 | 0.187 | 0.750 | 0.184 | 0.220 | −0.032 | 0.825 | 0.020 | 0.868 | 0.078 | 0.509 |
| AD relevance → Hedonic motivations | 0.202 | 0.192 | −0.010 | 0.238 | 0.320 | 0.941 | −0.023 | 0.901 | −0.085 | 0.595 | 0.007 | 0.954 |
| AD relevance → Smart speaker usefulness | −0.135 | −0.227 | −0.091 | 0.399 | 0.199 | 0.564 | −0.109 | 0.431 | 0.187 | 0.124 | 0.023 | 883 |
| Hedonic motivations → AD acceptance | −0.029 | 0.034 | 0.063 | 0.663 | 0.654 | 0.432 | −0.005 | 0.975 | 0.081 | 0.221 | −0.062 | 0.314 |
| Smart speaker ease of use * privacy risk → Smart | −0.003 | 0.064 | 0.067 | 0.981 | 0.503 | 0.536 | 0.077 | 0.375 | −0.033 | 0.757 | −0.044 | 0.587 |
| Smart speaker ease of use → Smart | 0.051 | −0.124 | −0.175 | 0.675 | 0.330 | 0.191 | 0.167 | 0.114 | −0.085 | 0.476 | −0.108 | 0.306 |
| Smart speaker usefulness → AD acceptance | 0.012 | −0.004 | −0.016 | 0.886 | 0.961 | 0.860 | −0.077 | 0.352 | −0.052 | 0.505 | 0.074 | 0.333 |
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