Table 3.

Results of confirmatory factory analysis

Study measuresMeasurement itemsStandardized factor loadings
Price (FV)aFDAs maintain a high level of benefits0.59
FDAs charge a reasonable price0.77
FDAs offer good value for money0.82
Health Consciousness (HC)
(Gould, 1988)
I reflect about my health a lot0.79
I’m very self-conscious about my health0.80
I’m alert to changes in my health0.84
I’m usually aware of my health0.86
I take responsibility for the state of my health0.87
Food-Safety Concern (FSC)aThe quality and safety of food nowadays concerns me0.79
I’m very particular about the quality and safety of food which I intend to consume0.85
Prestige Value (PrV)aUsing FDAs enhances my self-image to others0.85
The use of FDAs helps me to gain social approval0.85
The use of FDAs helps to make a positive impression on other people0.86
The use of FDAs changed the way that I am perceived by others0.86
The use of FDAs helps me to stand out among my peers0.89
After using FDAs, I feel like a smarter person0.83
After using FDAs, I feel like I made a personal contribution to advancing the role of technology in human life0.63
Affordances Value (AV)aI would use FDAs more often if they reduced the delivery charges0.77
I would use FDAs more often if they offered free delivery0.81
I would use FDAs more often if better promotional incentives were offered0.78
I would use FDAs more often if they reduced the delivery time0.68
I would use FDAs more often if more restaurants of my preference joined these platforms0.66
Visibility (VIS)
(Johnson et al., 2018)
I have seen advertisements about FDAs0.71
It is common to find people who use FDAs0.76
I have seen others availing the benefits of FDAs0.77
All my friends are using FDAs0.83
Purchase Intentions (PI)
(Johnson et al., 2018)
I’d be happy to use FDAs0.82
I plan to use FDAs in the future0.76
I intend to use FDAs soon0.76
I would like to reuse FDAs0.83

Note:

a

Measures developed based on the qualitative study

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