Constructs, measurement items, and factor loadings
| Construct | Source | Items | Loading | Mean | SD | t-value |
|---|---|---|---|---|---|---|
| Entertainment-seeking | Ashraf et al. (2021) | I interact with the collective digital touchpoints of this retail agglomeration because … | ||||
| it is fun | 0.763 | 0.041 | 0.026 | 18.672 | ||
| it is enjoyable | 0.855 | 0.026 | 0.035 | 32.920 | ||
| it is entertaining | 0.799 | 0.035 | 0.026 | 22.897 | ||
| to enjoy the variety of content it offers | 0.847 | 0.026 | 0.034 | 33.036 | ||
| it is interesting | 0.837 | 0.034 | 0.030 | 24.609 | ||
| I feel a sense of adventure using them | 0.797 | 0.030 | 0.033 | 27.004 | ||
| Convenience-seeking | Hagen et al. (2024) | I interact with the collective digital touchpoints of this retail agglomeration because … | ||||
| it is convenient for me | 0.884 | 0.033 | 0.045 | 27.109 | ||
| it allows me to efficiently manage my time | 0.843 | 0.045 | 0.070 | 18.741 | ||
| it allows me to save time | 0.763 | 0.070 | 0.030 | 10.836 | ||
| it makes tasks (e.g. information search or making less time-consuming | 0.867 | 0.030 | 0.081 | 29.051 | ||
| Reward-seeking | Hagen et al. (2024) | I interact with the collective digital touchpoints of this retail agglomeration … | ||||
| to be rewarded for continued participation | 0.750 | 0.081 | 0.017 | 09.274 | ||
| because of incentives (e.g. promotional deals) | 0.920 | 0.017 | 0.015 | 52.837 | ||
| because of loyalty incentives for my continued participation | 0.929 | 0.015 | 0.019 | 63.300 | ||
| Place-support-seeking | Zhang et al. (2020) | I interact with the collective digital touchpoints of this retail agglomeration because … | ||||
| to support the continuity of the retail agglomeration | 0.893 | 0.019 | 0.013 | 47.989 | ||
| to contribute to the prosperity of the retail agglomeration | 0.923 | 0.013 | 0.015 | 72.566 | ||
| to support local retailers | 0.917 | 0.015 | 0.015 | 59.597 | ||
| because it is important to me to support the retail agglomeration | 0.915 | 0.015 | 0.015 | 60.229 | ||
| Customer experience | Gahler et al. (2023) | Affective dimension | ||||
| Interactions with the retail agglomeration induced good emotions | 0.700 | 0.049 | 0.046 | 14.306 | ||
| I had positive feelings during interactions with the retail agglomeration | 0.700 | 0.046 | 0.037 | 15.228 | ||
| Interactions with the retail agglomeration put me in a good mood | 0.755 | 0.037 | 0.040 | 20.507 | ||
| Cognitive dimension | ||||||
| Interacting with the retail agglomeration piqued my curiosity | 0.727 | 0.040 | 0.049 | 17.971 | ||
| I learned something beneficial during interactions with the retail agglomeration | 0.713 | 0.049 | 0.042 | 14.679 | ||
| I got positive insights during interactions with the retail agglomeration | 0.737 | 0.042 | 0.044 | 17.581 | ||
| Physical dimension | ||||||
| My physical responses during interactions with the retail agglomeration were pleasant | 0.747 | 0.044 | 0.043 | 17.082 | ||
| During interactions with the retail agglomeration, I actively moved in a way I liked | 0.758 | 0.043 | 0.041 | 17.827 | ||
| During interactions with the retail agglomeration, I was active in a way I liked | 0.757 | 0.041 | 0.034 | 18.340 | ||
| Relational dimension | ||||||
| I established a personal relationship with my retail agglomeration | 0.749 | 0.034 | 0.034 | 22.122 | ||
| I felt positively connected with the retail agglomeration | 0.798 | 0.034 | 0.051 | 23.760 | ||
| Interacting with the retail agglomeration made me feel like I belonged to a community | 0.680 | 0.051 | 0.052 | 13.334 | ||
| Sensorial dimension | ||||||
| Interactions with the retail agglomeration had a positive sensory appeal | 0.688 | 0.052 | 0.054 | 13.189 | ||
| Interactions with the retail agglomeration positively impacted my senses | 0.681 | 0.054 | 0.052 | 12.585 | ||
| Interactions with the retail agglomeration positively engaged my senses in various ways | 0.707 | 0.052 | 0.052 | 13.558 | ||
| Symbolic dimension | ||||||
| Interactions with the retail agglomeration were aligned with my personal values | 0.708 | 0.052 | 0.061 | 13.737 | ||
| My personal beliefs were confirmed during interactions with the retail agglomeration | 0.711 | 0.061 | 0.046 | 11.615 | ||
| Interactions with the retail agglomeration align with my self-image | 0.756 | 0.046 | 0.013 | 16.339 | ||
| Satisfaction | Teller and Reutterer (2008) | How satisfied are you with the retail agglomeration? | 0.924 | 0.013 | 0.024 | 69.830 |
| How does the retail agglomeration meet your expectations? | 0.899 | 0.024 | 0.024 | 38.160 | ||
| Think of an ideal retail agglomeration. To what extent does it come close to that? | 0.884 | 0.024 | 0.015 | 36.599 | ||
| Patronage intention | Teller and Reutterer (2008) | Would you recommend the retail agglomeration to others? | 0.864 | 0.015 | 0.046 | 56.825 |
| How likely are you to go to the retail agglomeration again? | 0.852 | 0.046 | 0.053 | 18.404 | ||
| How likely are you to go to the retail agglomeration again and purchase something? | 0.844 | 0.053 | 0.041 | 16.045 | ||
| Construct | Source | Items | Loading | Mean | SD | t-value |
|---|---|---|---|---|---|---|
| Entertainment-seeking | ||||||
| it is fun | 0.763 | 0.041 | 0.026 | 18.672 | ||
| it is enjoyable | 0.855 | 0.026 | 0.035 | 32.920 | ||
| it is entertaining | 0.799 | 0.035 | 0.026 | 22.897 | ||
| to enjoy the variety of content it offers | 0.847 | 0.026 | 0.034 | 33.036 | ||
| it is interesting | 0.837 | 0.034 | 0.030 | 24.609 | ||
| I feel a sense of adventure using them | 0.797 | 0.030 | 0.033 | 27.004 | ||
| Convenience-seeking | ||||||
| it is convenient for me | 0.884 | 0.033 | 0.045 | 27.109 | ||
| it allows me to efficiently manage my time | 0.843 | 0.045 | 0.070 | 18.741 | ||
| it allows me to save time | 0.763 | 0.070 | 0.030 | 10.836 | ||
| it makes tasks (e.g. information search or making less time-consuming | 0.867 | 0.030 | 0.081 | 29.051 | ||
| Reward-seeking | ||||||
| to be rewarded for continued participation | 0.750 | 0.081 | 0.017 | 09.274 | ||
| because of incentives (e.g. promotional deals) | 0.920 | 0.017 | 0.015 | 52.837 | ||
| because of loyalty incentives for my continued participation | 0.929 | 0.015 | 0.019 | 63.300 | ||
| Place-support-seeking | ||||||
| to support the continuity of the retail agglomeration | 0.893 | 0.019 | 0.013 | 47.989 | ||
| to contribute to the prosperity of the retail agglomeration | 0.923 | 0.013 | 0.015 | 72.566 | ||
| to support local retailers | 0.917 | 0.015 | 0.015 | 59.597 | ||
| because it is important to me to support the retail agglomeration | 0.915 | 0.015 | 0.015 | 60.229 | ||
| Customer experience | ||||||
| Interactions with the retail agglomeration induced good emotions | 0.700 | 0.049 | 0.046 | 14.306 | ||
| I had positive feelings during interactions with the retail agglomeration | 0.700 | 0.046 | 0.037 | 15.228 | ||
| Interactions with the retail agglomeration put me in a good mood | 0.755 | 0.037 | 0.040 | 20.507 | ||
| Interacting with the retail agglomeration piqued my curiosity | 0.727 | 0.040 | 0.049 | 17.971 | ||
| I learned something beneficial during interactions with the retail agglomeration | 0.713 | 0.049 | 0.042 | 14.679 | ||
| I got positive insights during interactions with the retail agglomeration | 0.737 | 0.042 | 0.044 | 17.581 | ||
| My physical responses during interactions with the retail agglomeration were pleasant | 0.747 | 0.044 | 0.043 | 17.082 | ||
| During interactions with the retail agglomeration, I actively moved in a way I liked | 0.758 | 0.043 | 0.041 | 17.827 | ||
| During interactions with the retail agglomeration, I was active in a way I liked | 0.757 | 0.041 | 0.034 | 18.340 | ||
| I established a personal relationship with my retail agglomeration | 0.749 | 0.034 | 0.034 | 22.122 | ||
| I felt positively connected with the retail agglomeration | 0.798 | 0.034 | 0.051 | 23.760 | ||
| Interacting with the retail agglomeration made me feel like I belonged to a community | 0.680 | 0.051 | 0.052 | 13.334 | ||
| Interactions with the retail agglomeration had a positive sensory appeal | 0.688 | 0.052 | 0.054 | 13.189 | ||
| Interactions with the retail agglomeration positively impacted my senses | 0.681 | 0.054 | 0.052 | 12.585 | ||
| Interactions with the retail agglomeration positively engaged my senses in various ways | 0.707 | 0.052 | 0.052 | 13.558 | ||
| Interactions with the retail agglomeration were aligned with my personal values | 0.708 | 0.052 | 0.061 | 13.737 | ||
| My personal beliefs were confirmed during interactions with the retail agglomeration | 0.711 | 0.061 | 0.046 | 11.615 | ||
| Interactions with the retail agglomeration align with my self-image | 0.756 | 0.046 | 0.013 | 16.339 | ||
| Satisfaction | How satisfied are you with the retail agglomeration? | 0.924 | 0.013 | 0.024 | 69.830 | |
| How does the retail agglomeration meet your expectations? | 0.899 | 0.024 | 0.024 | 38.160 | ||
| Think of an ideal retail agglomeration. To what extent does it come close to that? | 0.884 | 0.024 | 0.015 | 36.599 | ||
| Patronage intention | Would you recommend the retail agglomeration to others? | 0.864 | 0.015 | 0.046 | 56.825 | |
| How likely are you to go to the retail agglomeration again? | 0.852 | 0.046 | 0.053 | 18.404 | ||
| How likely are you to go to the retail agglomeration again and purchase something? | 0.844 | 0.053 | 0.041 | 16.045 | ||
Note(s): Customer experience was measured using the 16-item scale by Gahler et al. (2023). Although the original scale distinguishes six experiential dimensions, in this study the construct was modelled as a single reflective factor. Motivation items were measured on a 5-point Likert scale; customer experience, satisfaction and patronage intention were measured on a 7-point Likert scale