Measurement model
| Construct/dimension/indicator | Outer loadings | Outer weights | VIF | CR | AVE |
|---|---|---|---|---|---|
| Gameful experience (MC) | |||||
| Enjoyment (ENJ) | 0.959* | 0.568* | 3.512 | 0.955 | 0.876 |
| ENJ1 | 0.947 | 0.366 | – | ||
| ENJ2 | 0.924 | 0.343 | |||
| ENJ3 | 0.937 | 0.359 | |||
| App activation (APPACT) | 0.899* | 0.241** | 3.817 | 0.846 | 0.620 |
| APPACT1 | 0.873 | 0.358 | – | ||
| APPACT3 | 0.905 | 0.369 | |||
| APPACT4 | 0.930 | 0.361 | |||
| Creative thinking (CT) | 0.826* | 0.035 | 3.222 | 0.941 | 0.799 |
| CT1 | 0.876 | 0.250 | – | ||
| CT2 | 0.916 | 0.290 | |||
| CT3 | 0.875 | 0.276 | |||
| CT4 | 0.906 | 0.302 | |||
| Absence of negative affect (ANA) | 0.340* | 0.059 | 1.360 | 0.959 | 0.885 |
| ANA1 | 0.952 | 0.366 | – | ||
| ANA2 | 0.934 | 0.383 | |||
| ANA3 | 0.937 | 0.313 | |||
| Absorption (AB) | 0.754* | 0.194* | 2.250 | 0.906 | 0.662 |
| AB1 | 0.672 | 0.248 | – | ||
| AB2 | 0.862 | 0.232 | |||
| AB3 | 0.862 | 0.239 | |||
| AB4 | 0.867 | 0.263 | |||
| AB5 | 0.787 | 0.253 | |||
| Dominance (DOM) | 0.580* | 0.075 | 1.966 | 0.893 | 0.678 |
| DOM1 | 0.726 | 0.468 | – | ||
| DOM2 | 0.831 | 0.239 | |||
| DOM3 | 0.883 | 0.290 | |||
| DOM4 | 0.845 | 0.243 | |||
| Customer brand engagement (MC) | |||||
| Cognitive processing (CP) | 0.844* | 0.292* | 2.081 | 0.937 | 0.832 |
| CP1 | 0.921 | 0.354 | – | ||
| CP2 | 0.904 | 0.334 | |||
| CP3 | 0.911 | 0.408 | |||
| Brand activation (ACT) | 0.878* | 0.308* | 2.459 | 0.963 | 0.896 |
| ACT1 | 0.937 | 0.341 | – | ||
| ACT2 | 0.951 | 0.348 | |||
| ACT3 | 0.951 | 0.367 | |||
| Affection (AFF) | 0.934* | 0.517* | 2.384 | 0.963 | 0.868 |
| AFF1 | 0.941 | 0.278 | – | ||
| AFF2 | 0.916 | 0.243 | |||
| AFF3 | 0.945 | 0.274 | |||
| AFF4 | 0.924 | 0.278 | |||
| Brand loyalty (LOY) | – | 0.935 | 0.782 | ||
| LOY1 | 0.914 | 0.296 | – | ||
| LOY2 | 0.894 | 0.303 | |||
| LOY3 | 0.830 | 0.240 | |||
| LOY4 | 0.896 | 0.290 | |||
| Intention to use (INT) | – | 0.966 | 0.876 | ||
| INT1 | 0.925 | 0.258 | – | ||
| INT2 | 0.947 | 0.307 | |||
| INT3 | 0.937 | 0.248 | |||
| INT4 | 0.935 | 0.255 | |||
| Self-image congruity (SIC) | – | 0.967 | 0.907 | ||
| SIC1 | 0.939 | 0.341 | – | ||
| SIC2 | 0.957 | 0.353 | |||
| SIC3 | 0.961 | 0.356 | |||
| Outer loadings | Outer weights | VIF | CR | AVE | |
|---|---|---|---|---|---|
| Enjoyment (ENJ) | |||||
| ENJ1 | 0.947 | 0.366 | – | ||
| ENJ2 | 0.924 | 0.343 | |||
| ENJ3 | 0.937 | 0.359 | |||
| App activation (APPACT) | |||||
| APPACT1 | 0.873 | 0.358 | – | ||
| APPACT3 | 0.905 | 0.369 | |||
| APPACT4 | 0.930 | 0.361 | |||
| Creative thinking (CT) | |||||
| CT1 | 0.876 | 0.250 | – | ||
| CT2 | 0.916 | 0.290 | |||
| CT3 | 0.875 | 0.276 | |||
| CT4 | 0.906 | 0.302 | |||
| Absence of negative affect (ANA) | |||||
| ANA1 | 0.952 | 0.366 | – | ||
| ANA2 | 0.934 | 0.383 | |||
| ANA3 | 0.937 | 0.313 | |||
| Absorption (AB) | |||||
| AB1 | 0.672 | 0.248 | – | ||
| AB2 | 0.862 | 0.232 | |||
| AB3 | 0.862 | 0.239 | |||
| AB4 | 0.867 | 0.263 | |||
| AB5 | 0.787 | 0.253 | |||
| Dominance (DOM) | |||||
| DOM1 | 0.726 | 0.468 | – | ||
| DOM2 | 0.831 | 0.239 | |||
| DOM3 | 0.883 | 0.290 | |||
| DOM4 | 0.845 | 0.243 | |||
| Customer brand engagement (MC) | |||||
| CP1 | 0.921 | 0.354 | – | ||
| CP2 | 0.904 | 0.334 | |||
| CP3 | 0.911 | 0.408 | |||
| Brand activation (ACT) | |||||
| ACT1 | 0.937 | 0.341 | – | ||
| ACT2 | 0.951 | 0.348 | |||
| ACT3 | 0.951 | 0.367 | |||
| Affection (AFF) | |||||
| AFF1 | 0.941 | 0.278 | – | ||
| AFF2 | 0.916 | 0.243 | |||
| AFF3 | 0.945 | 0.274 | |||
| AFF4 | 0.924 | 0.278 | |||
| Brand loyalty (LOY) | – | ||||
| LOY1 | – | ||||
| LOY2 | 0.894 | 0.303 | |||
| LOY3 | 0.830 | 0.240 | |||
| LOY4 | 0.896 | 0.290 | |||
| Intention to use (INT) | – | ||||
| INT1 | 0.925 | 0.258 | – | ||
| INT2 | 0.947 | 0.307 | |||
| INT3 | 0.937 | 0.248 | |||
| INT4 | 0.935 | 0.255 | |||
| Self-image congruity (SIC) | – | ||||
| SIC1 | 0.939 | 0.341 | – | ||
| SIC2 | 0.957 | 0.353 | |||
| SIC3 | 0.961 | 0.356 | |||
Notes:
MC = multidimensional construct; VIF = variance inflation factor; CR = composite reliability; AVE = average variance extracted
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