Structural model results
| Relationships | Path coefficients | t-values | p-values | R2 | Q2 | Decision | |
|---|---|---|---|---|---|---|---|
| Total and direct effects | |||||||
| H1 | Opportunistic product recall → Protest behavior | 0.384 | 10.221 | p < 0.001 | 0.625 (Brand Hate) | 0.505 (Brand Hate) | Supported |
| H2 | Opportunistic product recall → Revenge | 0.339 | 9.418 | p < 0.001 | Supported | ||
| Serial mediation results | |||||||
| H3 | Opportunistic product recall → Anger → brand hate → Protest behavior | 0.05 | 3.181 | p < 0.01 | 0.463 (Revenge) | 0.395 (Revenge) | Supported |
| H4 | Opportunistic product recall → Regret → brand hate → Protest behavior | 0.334 | 9.145 | p <0.001 | 0.591 (Protest behavior) | 0.497 (Protest behavior) | Supported |
| H5 | Opportunistic Product recall → Anger → Brand hate → Revenge | 0.044 | 3.169 | p < 0.01 | Supported | ||
| H6 | Opportunistic product recall → Regret → Brand hate → Revenge | 0.295 | 8.508 | p < 0.001 | Supported | ||
| Control variables | |||||||
| Gender → Customer protest behavior | 0.034 | 0.629 | p ≥ 0.05 | ||||
| Gender → Revenge | −0.072 | 1.057 | p ≥ 0.05 | ||||
| AGE → Customer protest behavior | −0.091 | 1.381 | p ≥ 0.05 | ||||
| AGE → Revenge | 0.128 | 1.601 | p ≥ 0.05 | ||||
| Education → Customer protest behavior | 0.437 | 1.267 | p ≥ 0.05 | ||||
| Education → Revenge | 0.006 | 0.026 | p ≥ 0.05 | ||||
| Occupation → Customer protest behavior | −0.250 | 2.128 | p < 0.05 | ||||
| Occupation → Revenge | −0.119 | 0.797 | p ≥ 0.05 | ||||
| Relationships | Path coefficients | Decision | |||||
|---|---|---|---|---|---|---|---|
| Opportunistic product recall → Protest behavior | 0.384 | 10.221 | 0.625 (Brand Hate) | 0.505 (Brand Hate) | Supported | ||
| Opportunistic product recall → Revenge | 0.339 | 9.418 | Supported | ||||
| Opportunistic product recall → Anger → brand hate → Protest behavior | 0.05 | 3.181 | 0.463 (Revenge) | 0.395 (Revenge) | Supported | ||
| Opportunistic product recall → Regret → brand hate → Protest behavior | 0.334 | 9.145 | 0.591 (Protest behavior) | 0.497 (Protest behavior) | Supported | ||
| Opportunistic Product recall → Anger → Brand hate → Revenge | 0.044 | 3.169 | Supported | ||||
| Opportunistic product recall → Regret → Brand hate → Revenge | 0.295 | 8.508 | Supported | ||||
| Gender → Customer protest behavior | 0.034 | 0.629 | |||||
| Gender → Revenge | −0.072 | 1.057 | |||||
| −0.091 | 1.381 | ||||||
| 0.128 | 1.601 | ||||||
| Education → Customer protest behavior | 0.437 | 1.267 | |||||
| Education → Revenge | 0.006 | 0.026 | |||||
| Occupation → Customer protest behavior | −0.250 | 2.128 | |||||
| Occupation → Revenge | −0.119 | 0.797 | |||||
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