Table 2.

Reliabilities and validities of the construct

Construct with itemsFL (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 follow0.79 (1.56)
My favourite social media celebrity leads by example0.77 (1.60)
My favourite social media celebrity sets a positive example for others to follow0.79 (1.76)
My favourite social media celebrity exhibits the kind of work ethic and behavior that I try to imitate0.83 (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 friend0.70 (1.23)
If there were a story about my favourite social media in a newspaper or magazine, I would read it0.74 (1.34)
My favourite social media celebrity keeps me company when he or she is live on social media0.75 (1.50)
I would like to meet my favourite social media celebrity in person0.75 (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 media0.80 (1.59)
I always provide my opinions with other members on social media0.81 (1.61)
I post links of videos/articles/pictures on social media0.81 (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 people0.80 (1.77)
The opinion of my favourite social media celebrity influences me to recommend products or brands to someone who seeks my advice0.86 (2.26)
The opinion of my favourite social media celebrity influences me to encourage friends or relatives to buy certain products or brands0.82 (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 prices0.72 (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 time0.74 (1.48)
Time flies when I am using Instagram0.82 (1.80)
Using Instagram is so absorbing that I forgot about everything else sometimes0.78 (1.75)
I am immersed in Instagram0.79 (1.66)

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