Interactive tool | Features |
---|---|
Websites | The most common and well-established interactive tool, with abundant information and various functions, crucial to e-commerce survival, and success ( |
Mobile applications | New tools to implement business penetration and conduct mobile electronic commerce |
Communities (sponsored by the enterprise) | Visual places where customers can exchange information about products and service with each other, and believed to reap the benefits of both peerless customer loyalty and impressive economic returns ( |
The enterprise’s blog and social media accounts | Good platforms for displaying the information of enterprises and products |
Instant messaging, mailbox, and service hotline | Integration of the interactive features of the Internet and customer communication and common ways to provide customers with desirable information and cross-selling offers regularly |
Constructs | Items | Standard loading | T Statistics | P Value | C.R. | Cronbach’s α | AVE |
---|---|---|---|---|---|---|---|
Efficiency (EF) | EF1 | 0.864 | 35.822 | p<0.001. | 0.869 | 0.775 | 0.691 |
EF2 | 0.908 | 71.943 | p<0.001. | ||||
EF3 | 0.708 | 11.960 | p<0.001. | ||||
Security (SE) | SE1 | 0.938 | 99.097 | p<0.001. | 0.940 | 0.904 | 0.839 |
SE2 | 0.921 | 75.449 | p<0.001. | ||||
SE3 | 0.889 | 62.403 | p<0.001. | ||||
Fulfillment (FU) | FU1 | 0.834 | 29.320 | p<0.001. | 0.885 | 0.804 | 0.719 |
FU2 | 0.872 | 64.421 | p<0.001. | ||||
FU3 | 0.837 | 35.979 | p<0.001. | ||||
Mobility (MO) | MO1 | 0.888 | 54.117 | p<0.001. | 0.909 | 0.850 | 0.770 |
MO2 | 0.853 | 28.249 | p<0.001. | ||||
MO3 | 0.890 | 45.400 | p<0.001. | ||||
Community (CO) | CO1 | 0.839 | 30.136 | p<0.001. | 0.905 | 0.841 | 0.760 |
CO2 | 0.893 | 57.397 | p<0.001. | ||||
CO3 | 0.881 | 53.777 | p<0.001. | ||||
Cultivation (CUL) | CUL1 | 0.822 | 24.012 | p<0.001. | 0.863 | 0.773 | 0.677 |
CUL2 | 0.802 | 21.427 | p<0.001. | ||||
CUL3 | 0.844 | 37.660 | p<0.001. | ||||
Customization (CUS) | CUS1 | 0.840 | 42.002 | p<0.001. | 0.889 | 0.814 | 0.727 |
CUS2 | 0.856 | 35.310 | p<0.001. | ||||
CUS3 | 0.862 | 39.470 | p<0.001. | ||||
Customer Loyalty | CL1 | 0.792 | 27.921 | p<0.001. | 0.864 | 0.802 | 0.561 |
(CL) | CL2 | 0.722 | 15.925 | p<0.001. | |||
CL3 | 0.627 | 13.428 | p<0.001. | ||||
CL4 | 0.779 | 25.175 | p<0.001. | ||||
CL5 | 0.810 | 32.035 | p<0.001. |
Constructs | AVE | CL | CO | CUL | CUS | EF | FU | MO | SE |
---|---|---|---|---|---|---|---|---|---|
CL | 0.626 | 0.791 | |||||||
CO | 0.759 | 0.465 | 0.871 | ||||||
CUL | 0.677 | 0.536 | 0.465 | 0.823 | |||||
CUS | 0.726 | 0.432 | 0.576 | 0.517 | 0.852 | ||||
EF | 0.691 | 0.540 | 0.311 | 0.466 | 0.318 | 0.831 | |||
FU | 0.719 | 0.537 | 0.396 | 0.485 | 0.407 | 0.664 | 0.848 | ||
MO | 0.770 | 0.510 | 0.286 | 0.445 | 0.276 | 0.608 | 0.617 | 0.877 | |
SE | 0.839 | 0.482 | 0.415 | 0.352 | 0.464 | 0.486 | 0.631 | 0.343 | 0.916 |
Factor | CL | CO | CUL | CUS | EF | FU | MO | SE |
---|---|---|---|---|---|---|---|---|
CL1 | 0.816 | 0.401 | 0.415 | 0.401 | 0.463 | 0.500 | 0.446 | 0.425 |
CL2 | 0.745 | 0.272 | 0.365 | 0.298 | 0.416 | 0.426 | 0.382 | 0.396 |
CL4 | 0.781 | 0.408 | 0.416 | 0.354 | 0.368 | 0.363 | 0.367 | 0.369 |
CL5 | 0.821 | 0.381 | 0.499 | 0.304 | 0.456 | 0.402 | 0.414 | 0.334 |
CO1 | 0.429 | 0.848 | 0.474 | 0.532 | 0.337 | 0.383 | 0.301 | 0.399 |
CO2 | 0.415 | 0.890 | 0.344 | 0.445 | 0.241 | 0.317 | 0.246 | 0.342 |
CO3 | 0.366 | 0.875 | 0.393 | 0.530 | 0.226 | 0.331 | 0.191 | 0.339 |
CUL1 | 0.477 | 0.340 | 0.822 | 0.360 | 0.473 | 0.457 | 0.475 | 0.257 |
CUL2 | 0.429 | 0.264 | 0.802 | 0.315 | 0.381 | 0.331 | 0.426 | 0.135 |
CUL3 | 0.428 | 0.485 | 0.844 | 0.538 | 0.328 | 0.404 | 0.262 | 0.405 |
CUS1 | 0.431 | 0.435 | 0.500 | 0.842 | 0.370 | 0.349 | 0.288 | 0.354 |
CUS2 | 0.302 | 0.494 | 0.397 | 0.856 | 0.223 | 0.335 | 0.232 | 0.417 |
CUS3 | 0.350 | 0.555 | 0.407 | 0.860 | 0.192 | 0.354 | 0.171 | 0.427 |
EF1 | 0.510 | 0.289 | 0.432 | 0.331 | 0.864 | 0.597 | 0.530 | 0.448 |
EF2 | 0.490 | 0.246 | 0.380 | 0.240 | 0.908 | 0.623 | 0.545 | 0.420 |
EF3 | 0.318 | 0.245 | 0.353 | 0.217 | 0.708 | 0.405 | 0.435 | 0.336 |
FU1 | 0.510 | 0.309 | 0.470 | 0.277 | 0.606 | 0.836 | 0.636 | 0.426 |
FU2 | 0.430 | 0.329 | 0.326 | 0.372 | 0.572 | 0.872 | 0.446 | 0.635 |
FU3 | 0.425 | 0.371 | 0.442 | 0.388 | 0.508 | 0.835 | 0.489 | 0.540 |
MO1 | 0.475 | 0.215 | 0.372 | 0.223 | 0.586 | 0.564 | 0.889 | 0.313 |
MO2 | 0.412 | 0.249 | 0.399 | 0.188 | 0.485 | 0.491 | 0.851 | 0.284 |
MO3 | 0.452 | 0.290 | 0.403 | 0.311 | 0.523 | 0.566 | 0.891 | 0.304 |
SE1 | 0.415 | 0.336 | 0.289 | 0.457 | 0.433 | 0.577 | 0.285 | 0.937 |
SE2 | 0.403 | 0.395 | 0.303 | 0.425 | 0.395 | 0.566 | 0.260 | 0.921 |
SE3 | 0.505 | 0.408 | 0.373 | 0.395 | 0.504 | 0.589 | 0.394 | 0.889 |
Construct | Measurement item | Source |
---|---|---|
Efficiency (EF) | EF1: This interactive tool is simple to use. EF2: The instructions and descriptions about it is easy to learn. EF3: It is easy to find what I need when using it. | |
Security | SE1: I feel safe and trust of the interactive tool. | |
(SE) | SE2: I am confident of security with it. | |
SE3: It has a security system for my information. | ||
Fulfillment (FU) | FU1: The interactive tool delivers orders when promised. FU2: It makes accurate promises about the delivery of products. | |
FU3: It is truthful about its offerings. | ||
Mobility (MO) | MO1: Wherever I get access to the Internet, I can enjoy the services provided by the interactive tool. MO2: It can be opened and used in several kinds of terminals. MO3: I can use this interactive tool for shopping at any moment. | |
Community (CO) | CO1: I get some nice advice and helps from the interactive tool. CO2: I am willing to share information and experiences, and answer questions through it with other customers online. CO3: It makes me share a common bond with other members, and we become strongly affiliated with one another. | Frank (1997) |
Cultivation (CUL) | CUL1: The interactive tool sends me information that is relevant to my purchases. CUL2: It pushes some discount information increase its share of my business. CUL3: I receive some links to relevant pages about making a purchase from it. | |
Customization (CUS) | CUS1: The interactive tool understands my specific needs and makes personal purchase recommendations. CUS2: It stores all my preferences and offers me extra services or information tailored to my preferences. CUS3: It makes me feel that I am a unique customer. | |
Customer Loyalty (CL) | CL1: It is a wise decision for me to go shopping there, using various interactive tools. CL2: When I need to make a purchase, this B2C enterprise will be my first choice CL3: I may not consider switching to another B2C enterprise. (Legend: CL3 were removed due to insignificant loadings) CL4: After shopping on it, I will introduce it to others. CL5: I would like to go back to it if I want to make next purchase. |
Measure | Item | Percentage |
---|---|---|
Age | <20 | 13.2% |
20–26 | 80.8% | |
>26 | 6.0% | |
Education | Senior high or associate degree | 5.3% |
Bachelor degree | 83.0% | |
Master degree or higher | 11.7% | |
Average monthly B2C purchase | 1–3 times | 63.4% |
frequency | 4–8 times | 28.3% |
>8 times | 8.3% |