The Mediating Role of e-Lifestyles to Use the Fitness Center App

Figures & data

Figure 1. Mediator model. Note. sig: significant based on one-sided test.

Table 1. Summary of mediating effects tests.

Direct effects	Path coefficient	Bootstrap 5–95%		p-Value
H1: c‘ 1	0.440sig	0.395	0.482	0.000
H2: c‘ 2	0.699sig	0.664	0.733	0.000
a	0.386sig	0.344	0.430	0.000
b1	0.204sig	0.162	0.245	0.000
b2	0.012nsig	0.013	0.023	0.301
Indirect effects	Point estimate	Bootstrap 5–95%		p-Value	VAF (%)
H3: a × b1	0.079sig	0.018	0.061	0.000	15
H4: a × b2	0.036nsig	0.037	−0.004	0.076	1.8

Notes. sig: Significant; nsig: not significant.

Table

UTAUT 2 ITEMS
Performance expectancy
1. I find the fitness app of my fitness center useful.
2. By using my fitness app I increase the opportunity to achieve things that are important to me.
3. My fitness app helps me perform activities faster.
4. In general, the use of my fitness app is advantageous.
Effort expectancy
1. Learning to use my fitness app is easy.
2. My interaction with my fitness app is clear and understandable.
3. My fitness app is easy to use.
4. It is easy to become skilful in using my fitness app.
Social influence
1. People who are important to me think I should use the fitness app.
2. People who influence my behavior think that I should use the fitness app.
3. People whose opinion I value would like me to use the fitness app.
4. Members of the fitness center staff have been helpful in use of the fitness app.
5. In general, the fitness center has supported the use of the fitness app.
Facilitating conditions
1. I have the resources necessary to use the fitness app.
2. I have the knowledge necessary to use the fitness app.
3. The fitness app is compatible with other technologies I use (e.g., cell phone).
4. I can get help from the fitness center staff when I have difficulties using the fitness app.
Hedonic motivation
1. Using the fitness app is fun.
2. Using the fitness app is enjoyable.
3. Using the fitness app is very entertaining.
Habit
1. The use of the fitness app has become a habit for me.
2. I'm addicted to using the fitness app.
3. I must use the fitness app.
4. Using the fitness app has become natural to me.
BEHAVIORAL INTENTIONS AND USE BEHAVIOR ITEMS
Behavioral intention
1. I intend to continue using the fitness app in the future.
2. I will always try to use the fitness app in my daily life.
3. I plan to continue to use the fitness app frequently.
4. I intend to make positive comments about the fitness app to other people.
Use behavior
1. I use the fitness app frequently.
OVERALL CUSTOMER SATISFACTION ITEMS
Overall customer satisfaction
1. I am satisfied with the programs and services of this fitness center.
2. I am happy with the programs and services of this fitness center.
3. I am pleased to have taken the decision to become a member of this fitness center.
4. My decision to be a member of this fitness center was successful.
E-LIFESTYLE ITEMS
Fashion Consciousness
1. When I must choose between the two, I usually buy an electronic product with a unique style, not one with a simple style.
2. Design is the most important factor in choosing electronic products.
Leisure Orientation
1. I thoroughly enjoy my leisure time.
2. Leisure is worth the extra money spent for it.
3. I would rather enjoy leisure time than work hard.
Internet Involvement
1. I don’t know much about using the Internet.
2. I am doing more shopping on the Internet than before.
3. I spend less time watching TV because of the Internet.
E-shopping Preference 1.I think online buying is a novel, fun way to shop.
2. E-shopping is easier than local shopping.
3. I like browsing on the Internet.
4. I think e-shopping offers lower prices than local stores.
5. I enjoy buying things on the Internet.
6. Buying things on the Internet scares me.
7. I think e-shopping offers a better selection than local stores.
Perceived Usefulness
1. Using electronic products with multiple functions can make one productive.
2. Using a home networking system can make things efficient
Perceived Ease of Use
1. I find most of the functions in electronic products are easy to use.
2. Overall, it is easy to use digital products.