Research Article

Influencing Factors of College Students’ Use of Sports Apps in Mandatory Situations: Based on UTAUT and SDT

Table 2

Descriptive statistics of the questionnaire.

Constructs and itemsSkewnessKurtosisFactors loading

Performance expectancy
 PE1. Using “campus running” app could inspire you to keep doing physical activity.-0.76-0.340.78
 PE2. Using “campus running” app could contribute to maintaining physical fitness.-0.26-0.530.82
 PE3. Using “campus running” app could contribute to maintaining good mental health.-0.13-0.550.85
Effort expectancy
 EE1. You can quickly master how to use “campus running” app.0.08-0.850.83
 EE2. You can be proficient with using “campus running” app.0.23-0.490.80
 EE3. Using “campus running” app is not difficult for you.-0.02-0.610.80
Social influence
 SI1. People who are important to me think that I should use the “campus running” app.0.17-0.630.78
 SI2. People who influence my behavior think that I should use the “campus running” app.0.02-0.700.84
 SI3. People whose opinions that I value prefer that I use the “campus running” app.0.42-0.840.79
Facilitating conditions
 FC1. I have the resources necessary to use the “campus running” app.-0.231.170.86
 FC2. I have the knowledge necessary to use the “campus running” app.-0.190.000.78
 FC3. The “campus running” app is compatible with other technologies I use.0.090.540.93
Autonomous motivation
 AM1. I value the benefits of using the “campus running” app.-0.06-0.750.80
 AM2. It’s important to me to use the “campus running” app regularly.0.00-0.940.76
 AM3. I use the “campus running” app because it is consistent with life goals.0.490.380.80
 AM4. I consider using the “campus running” app consistent with my values.0.16-0.020.79
 AM5. I use the “campus running” app because it’s fun.0.290.020.75
 AM6. I get pleasure/satisfaction from using the “campus running” app.-0.31-0.950.54
Controlled motivation
 CM1. I use the “campus run” app because other people say I should.-0.03-0.700.82
 CM2. I use the “campus run” app because I feel under pressure from others.0.13-0.580.80
 CM3. I feel guilty when I do not use the “campus run” app.0.07-0.620.74
 CM4. I feel ashamed when I miss using the “campus running” app.0.00-0.550.67
Behavioral intention
 BI1. How many times do you intend to use the “campus running” app in the next week?-0.32-0.300.79
 BI2. How many times do you plan to use the “campus running” app in the next week?-0.13-0.650.83
 BI3. How many times do you try to use the “campus running” app in the next week?-0.11-0.730.86
Usage behavior
 These usage data were exported directly from the app’s data monitoring background.0.18-0.721.00