Reliabilities and validities of the construct
| Construct with items | FL (VIF) |
|---|---|
| SMIC adapted from Rich (1997) α = 0.81; CR = 0.87; AVE = 0.63 | |
| My favourite social media celebrity provides a good model for me to follow | 0.79 (1.56) |
| My favourite social media celebrity leads by example | 0.77 (1.60) |
| My favourite social media celebrity sets a positive example for others to follow | 0.79 (1.76) |
| My favourite social media celebrity exhibits the kind of work ethic and behavior that I try to imitate | 0.83 (1.92) |
| PSR adapted from Auter (1992) and Rubin, Perse, and Powell (1985) α = 0.72; CR = 0.82; AVE = 0.54 | |
| I think my favourite social media celebrity is like an old friend | 0.70 (1.23) |
| If there were a story about my favourite social media in a newspaper or magazine, I would read it | 0.74 (1.34) |
| My favourite social media celebrity keeps me company when he or she is live on social media | 0.75 (1.50) |
| I would like to meet my favourite social media celebrity in person | 0.75 (1.47) |
| e-WOM adapted from Hennig-Thurau et al. (2004) α = 0.74; CR = 0.85; AVE = 0.65 | |
| I always share my experiences with other members on social media | 0.80 (1.59) |
| I always provide my opinions with other members on social media | 0.81 (1.61) |
| I post links of videos/articles/pictures on social media | 0.81 (1.33) |
| PB adapted from Zeithaml et al. (1996) α = 0.81; CR = 0.88; AVE = 0.64 | |
| The opinion of my favourite social media celebrity influences me to say positive things about products or brands to other people | 0.80 (1.77) |
| The opinion of my favourite social media celebrity influences me to recommend products or brands to someone who seeks my advice | 0.86 (2.26) |
| The opinion of my favourite social media celebrity influences me to encourage friends or relatives to buy certain products or brands | 0.82 (2.04) |
| The opinion of my favourite social media celebrity influences me to continue to do business with a certain company even if it increases its prices | 0.72 (1.53) |
| IG adapted from Salanova et al. (2005) and Schaufeli et al. (2002) α = 0.79; CR = 0.86; AVE = 0.62 | |
| I can continue using Instagram for a very long period of time | 0.74 (1.48) |
| Time flies when I am using Instagram | 0.82 (1.80) |
| Using Instagram is so absorbing that I forgot about everything else sometimes | 0.78 (1.75) |
| I am immersed in Instagram | 0.79 (1.66) |
| Construct with items | FL (VIF) |
|---|---|
| My favourite social media celebrity provides a good model for me to follow | 0.79 (1.56) |
| My favourite social media celebrity leads by example | 0.77 (1.60) |
| My favourite social media celebrity sets a positive example for others to follow | 0.79 (1.76) |
| My favourite social media celebrity exhibits the kind of work ethic and behavior that I try to imitate | 0.83 (1.92) |
| I think my favourite social media celebrity is like an old friend | 0.70 (1.23) |
| If there were a story about my favourite social media in a newspaper or magazine, I would read it | 0.74 (1.34) |
| My favourite social media celebrity keeps me company when he or she is live on social media | 0.75 (1.50) |
| I would like to meet my favourite social media celebrity in person | 0.75 (1.47) |
| I always share my experiences with other members on social media | 0.80 (1.59) |
| I always provide my opinions with other members on social media | 0.81 (1.61) |
| I post links of videos/articles/pictures on social media | 0.81 (1.33) |
| The opinion of my favourite social media celebrity influences me to say positive things about products or brands to other people | 0.80 (1.77) |
| The opinion of my favourite social media celebrity influences me to recommend products or brands to someone who seeks my advice | 0.86 (2.26) |
| The opinion of my favourite social media celebrity influences me to encourage friends or relatives to buy certain products or brands | 0.82 (2.04) |
| The opinion of my favourite social media celebrity influences me to continue to do business with a certain company even if it increases its prices | 0.72 (1.53) |
| I can continue using Instagram for a very long period of time | 0.74 (1.48) |
| Time flies when I am using Instagram | 0.82 (1.80) |
| Using Instagram is so absorbing that I forgot about everything else sometimes | 0.78 (1.75) |
| I am immersed in Instagram | 0.79 (1.66) |
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