Results of factor analysis
| Construct | Measurement items | Factor loadings | Eigen value | Cronbach’s α | AVE |
|---|---|---|---|---|---|
| Usefulness | Information in the store is … | ||||
| helping users’ shopping | 0.807 | 3.068 | 0.834 | 0.564 | |
| necessary to shop | 0.807 | ||||
| improving shopping efficiency | 0.686 | ||||
| suitable for the purpose of using this store | 0.655 | ||||
| Diversity | Information in the store is … | ||||
| abundant | 0.833 | 2.791 | 0.881 | 0.662 | |
| diverse | 0.822 | ||||
| sufficiently displayed | 0.801 | ||||
| obtained in various ways from each link | 0.635 | ||||
| Functionality | The store system is … | ||||
| convenient to operate | 0.885 | 2.620 | 0.902 | 0.757 | |
| convenient to use | 0.855 | ||||
| easy for shopping with proper page layouts | 0.810 | ||||
| Reliability | The service provider of the store is … | ||||
| responding to users' requests | 0.824 | 2.584 | 0.851 | 0.588 | |
| adequately understanding users’ requirements | 0.779 | ||||
| stably operated | 0.670 | ||||
| reliable | 0.590 | ||||
| Tangibility | The store is … | ||||
| showing a look that goes well with the service | 0.852 | 2.320 | 0.819 | 0.613 | |
| visually appealing | 0.810 | ||||
| showing the latest tools/software | 0.645 | ||||
| Immersion in SFM | The contents of SFM are persuasive | 0.834 | 2.973 | 0.824 | 0.501 |
| I feel sincerity of SFM. | 0.820 | ||||
| I feel sympathy with SFM. | 0.786 | ||||
| I am going to carry out the contents of SFM. | 0.718 | ||||
| I focus well on SFM. | 0.688 | ||||
| PI | In this store I would … | ||||
| be happy to buy items for my family and friends | 0.904 | 3.949 | 0.933 | 0.738 | |
| buy items for myself | 0.902 | ||||
| purchase items | 0.891 | ||||
| recommend purchasing items to people around me | 0.887 | ||||
| give priority to purchasing items over other stores | 0.859 |
| Construct | Measurement items | Factor loadings | Eigen value | Cronbach’s α | AVE |
|---|---|---|---|---|---|
| Usefulness | |||||
| helping users’ shopping | 0.807 | 3.068 | 0.834 | 0.564 | |
| necessary to shop | 0.807 | ||||
| improving shopping efficiency | 0.686 | ||||
| suitable for the purpose of using this store | 0.655 | ||||
| Diversity | |||||
| abundant | 0.833 | 2.791 | 0.881 | 0.662 | |
| diverse | 0.822 | ||||
| sufficiently displayed | 0.801 | ||||
| obtained in various ways from each link | 0.635 | ||||
| Functionality | |||||
| convenient to operate | 0.885 | 2.620 | 0.902 | 0.757 | |
| convenient to use | 0.855 | ||||
| easy for shopping with proper page layouts | 0.810 | ||||
| Reliability | |||||
| responding to users' requests | 0.824 | 2.584 | 0.851 | 0.588 | |
| adequately understanding users’ requirements | 0.779 | ||||
| stably operated | 0.670 | ||||
| reliable | 0.590 | ||||
| Tangibility | |||||
| showing a look that goes well with the service | 0.852 | 2.320 | 0.819 | 0.613 | |
| visually appealing | 0.810 | ||||
| showing the latest tools/software | 0.645 | ||||
| Immersion in SFM | The contents of SFM are persuasive | 0.834 | 2.973 | 0.824 | 0.501 |
| I feel sincerity of SFM. | 0.820 | ||||
| I feel sympathy with SFM. | 0.786 | ||||
| I am going to carry out the contents of SFM. | 0.718 | ||||
| I focus well on SFM. | 0.688 | ||||
| PI | |||||
| be happy to buy items for my family and friends | 0.904 | 3.949 | 0.933 | 0.738 | |
| buy items for myself | 0.902 | ||||
| purchase items | 0.891 | ||||
| recommend purchasing items to people around me | 0.887 | ||||
| give priority to purchasing items over other stores | 0.859 |
Note(s): Usefulness/Diversity – Taylor and Todd (1995) and Palmer (2002), Functionality – Nguyen et al. (2023) and Lin (2007), Reliability/Tangibility – Landrum and Prybutok (2004) and Pitt et al. (1995), Immersion in SFM – Andrews and Durvasula (1991), PI – Kotler and Keller (2012)
Source(s): Table by authors
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