CFA: Negative online brand engagement – covariance-based SEM
| Items | Calibration sample | Validation sample | ||
|---|---|---|---|---|
| Estimate | t-value | Estimate | t-value | |
| Affective | Alpha = 0.93, AVE = 0.73 CR = 0.93 | Alpha = 0.94, AVE = 0.73 CR = 0.93 | ||
| This brand can make me upset. (NED5) | 0.756 | 12.51 | 0.877 | 15.64 |
| I experience negative emotions about this brand very strongly. (NED1) | 0.889 | 16.04 | 0.930 | 17.24 |
| I detest this brand. (DNF6) | 0.899 | 16.37 | 0.807 | 13.68 |
| I can use many negative words to describe my feelings towards the brand. (DNF5) | 0.889 | 16.05 | 0.872 | 15.50 |
| This brand arouses intense negative emotions. (DNF1) | 0.822 | 14.16 | 0.773 | 12.89 |
| Cognitive | Alpha = 0.93, AVE = 0.73 CR = 0.93 | Alpha = 0.89, AVE = 0.62 CR = 0.89 | ||
| My mind is attracted by anything critical about the brand. (A1) | 0.832 | 14.51 | 0.671 | 10.39 |
| If there is anything damning about the brand, I tend to notice it. (A2) | 0.900 | 16.48 | 0.820 | 13.85 |
| I become aware of anything negative about the brand. (A3) | 0.922 | 17.18 | 0.870 | 15.16 |
| I tend to observe anything negative about the brand. (A4) | 0.934 | 17.57 | 0.887 | 15.62 |
| I consider the negative issues related to the brand. (T5) | 0.657 | 10.41 | 0.651 | 10.05 |
| Online constructive behaviour | Alpha = 0.93, AVE = 0.82 CR = 0.93 | Alpha = 0.95, AVE = 0.86 CR = 0.95 | ||
| If I have the opportunity, I post online negative views to help or improve the brand. (CB4) | 0.918 | 16.80 | 0.883 | 15.97 |
| If I have the opportunity, I share online negative comments to help or improve the brand. (CB3) | 0.924 | 16.99 | 0.986 | 19.33 |
| If I have the opportunity, I express online my negative thoughts to help or improve the brand. (CB2) | 0.868 | 15.38 | 0.907 | 16.67 |
| Online destructive behaviour | Alpha = 0.97, AVE = 0.88 CR = 0.97 | Alpha = 0.95, AVE = 0.84 CR = 0.96 | ||
| If I have the opportunity, I take part in online movements against the brand aiming to hurt or damage the brand. (DB5) | 0.930 | 17.55 | 0.905 | 16.67 |
| If I have the opportunity, I post online negative views to hurt or damage the brand. (DB4) | 0.970 | 18.96 | 0.946 | 18.03 |
| If I have the opportunity, I share online negative comments I noticed hurt or damage the brand. (DB3) | 0.907 | 16.79 | 0.935 | 17.63 |
| If I have the opportunity, I express online my negative thoughts to hurt or damage the brand. (DB2) | 0.951 | 18.27 | 0.879 | 15.86 |
| Items | Calibration sample | Validation sample | ||
|---|---|---|---|---|
| Estimate | Estimate | |||
| Affective | Alpha = 0.93, AVE = 0.73 CR = 0.93 | Alpha = 0.94, AVE = 0.73 CR = 0.93 | ||
| This brand can make me upset. (NED5) | 0.756 | 12.51 | 0.877 | 15.64 |
| I experience negative emotions about this brand very strongly. (NED1) | 0.889 | 16.04 | 0.930 | 17.24 |
| I detest this brand. (DNF6) | 0.899 | 16.37 | 0.807 | 13.68 |
| I can use many negative words to describe my feelings towards the brand. (DNF5) | 0.889 | 16.05 | 0.872 | 15.50 |
| This brand arouses intense negative emotions. (DNF1) | 0.822 | 14.16 | 0.773 | 12.89 |
| Cognitive | Alpha = 0.93, AVE = 0.73 CR = 0.93 | Alpha = 0.89, AVE = 0.62 CR = 0.89 | ||
| My mind is attracted by anything critical about the brand. (A1) | 0.832 | 14.51 | 0.671 | 10.39 |
| If there is anything damning about the brand, I tend to notice it. (A2) | 0.900 | 16.48 | 0.820 | 13.85 |
| I become aware of anything negative about the brand. (A3) | 0.922 | 17.18 | 0.870 | 15.16 |
| I tend to observe anything negative about the brand. (A4) | 0.934 | 17.57 | 0.887 | 15.62 |
| I consider the negative issues related to the brand. (T5) | 0.657 | 10.41 | 0.651 | 10.05 |
| Online constructive behaviour | Alpha = 0.93, AVE = 0.82 CR = 0.93 | Alpha = 0.95, AVE = 0.86 CR = 0.95 | ||
| If I have the opportunity, I post online negative views to help or improve the brand. (CB4) | 0.918 | 16.80 | 0.883 | 15.97 |
| If I have the opportunity, I share online negative comments to help or improve the brand. (CB3) | 0.924 | 16.99 | 0.986 | 19.33 |
| If I have the opportunity, I express online my negative thoughts to help or improve the brand. (CB2) | 0.868 | 15.38 | 0.907 | 16.67 |
| Online destructive behaviour | Alpha = 0.97, AVE = 0.88 CR = 0.97 | Alpha = 0.95, AVE = 0.84 CR = 0.96 | ||
| If I have the opportunity, I take part in online movements against the brand aiming to hurt or damage the brand. (DB5) | 0.930 | 17.55 | 0.905 | 16.67 |
| If I have the opportunity, I post online negative views to hurt or damage the brand. (DB4) | 0.970 | 18.96 | 0.946 | 18.03 |
| If I have the opportunity, I share online negative comments I noticed hurt or damage the brand. (DB3) | 0.907 | 16.79 | 0.935 | 17.63 |
| If I have the opportunity, I express online my negative thoughts to hurt or damage the brand. (DB2) | 0.951 | 18.27 | 0.879 | 15.86 |
Source: Authors' own work
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