Result of measurement model
| CODE | Items | Outer loading | Cronbach’s alpha | Composite reliability | AVE |
|---|---|---|---|---|---|
| Attitude | |||||
| ATT1 | Riding shared e-scooters for touring enhances my overall travel experience | 0.821 | 0.896 | 0.928 | 0.763 |
| ATT2 | I believe using shared e-scooters for tours is a positive way to explore urban areas | 0.905 | |||
| ATT3 | I believe adopting the shared e-scooters for touring is desirable | 0.913 | |||
| ATT4 | Using shared e-scooters for touring enhances my perception of exploring new places with excitement | 0.852 | |||
| Subjective norms | |||||
| SN1 | My friends and family encourage me to consider shared e-scooter tours as a preferred way of exploring urban areas | 0.885 | 0.851 | 0.900 | 0.694 |
| SN2 | People who are important to me expect that I should use the shared e-scooters for tour experience | 0.878 | |||
| SN3 | People around me use shared e-scooter in urban areas for tour experiences | 0.824 | |||
| SN4 | If people around me use shared e-scooters, I will also use it | 0.737 | |||
| Perceived behavioural control | |||||
| PBC1 | I feel confident in my ability to use shared e-scooters for touring | 0.832 | 0.826 | 0.885 | 0.658 |
| PBC2 | I have enough resources (money) to use the shared e-scooters when travelling | 0.720 | |||
| PBC3 | I believe I have the necessary skills to navigate shared e-scooter tours | 0.843 | |||
| PBC4 | I have enough opportunities to use e-scooters for tour experience | 0.842 | |||
| Behavioural intention | |||||
| BI1 | I would use shared e-scooter in the future for touring purposes | 0.816 | 0.903 | 0.925 | 0.675 |
| BI2 | I plan to use shared e-scooter in the near future for touring purposes | 0.817 | |||
| BI3 | I intend to use shared e-scooter for touring purposes whenever available | 0.883 | |||
| B14 | I would recommend the e-scooter touring ride at the selected city to family and friends | 0.871 | |||
| BI5 | I would say positive things about shared e-scooter touring ride to other people | 0.817 | |||
| BI6 | I think shared e-scooter is worth buying for tour purposes in the future | 0.717 | |||
| Actual behaviour | |||||
| AB1 | I often use shared e-scooter when touring because it is easy for me | 0.814 | 0.890 | 0.918 | 0.693 |
| AB2 | I have been using an e-scooter for touring experience purposes in a sustainable way | 0.893 | |||
| AB3 | I chose shared e-scooter for touring, if it is convenient | 0.830 | |||
| AB4 | I always talk about the benefits of e-scooter for touring to families and friends | 0.799 | |||
| AB5 | I often use shared e-scooter for touring to avoid traffic congestion | 0.821 | |||
| Environment moral obligation | |||||
| EMO1 | I feel more obligation to use e-scooter for saving environment | 0.860 | 0.902 | 0.932 | 0.773 |
| EMO2 | I feel moral obligations to use shared e-scooter for tour purpose to reduce the air pollution | 0.891 | |||
| EMO3 | I feel moral obligations to use shared e-scooter for tour purpose for the preservation of natural resources | 0.913 | |||
| EMO4 | I feel moral obligations to use shared e-scooter for betterment of the society | 0.851 | |||
| Items | Outer loading | Cronbach’s alpha | Composite reliability | ||
|---|---|---|---|---|---|
| ATT1 | Riding shared e-scooters for touring enhances my overall travel experience | 0.821 | 0.896 | 0.928 | 0.763 |
| ATT2 | I believe using shared e-scooters for tours is a positive way to explore urban areas | 0.905 | |||
| ATT3 | I believe adopting the shared e-scooters for touring is desirable | 0.913 | |||
| ATT4 | Using shared e-scooters for touring enhances my perception of exploring new places with excitement | 0.852 | |||
| SN1 | My friends and family encourage me to consider shared e-scooter tours as a preferred way of exploring urban areas | 0.885 | 0.851 | 0.900 | 0.694 |
| SN2 | People who are important to me expect that I should use the shared e-scooters for tour experience | 0.878 | |||
| SN3 | People around me use shared e-scooter in urban areas for tour experiences | 0.824 | |||
| SN4 | If people around me use shared e-scooters, I will also use it | 0.737 | |||
| PBC1 | I feel confident in my ability to use shared e-scooters for touring | 0.832 | 0.826 | 0.885 | 0.658 |
| PBC2 | I have enough resources (money) to use the shared e-scooters when travelling | 0.720 | |||
| PBC3 | I believe I have the necessary skills to navigate shared e-scooter tours | 0.843 | |||
| PBC4 | I have enough opportunities to use e-scooters for tour experience | 0.842 | |||
| BI1 | I would use shared e-scooter in the future for touring purposes | 0.816 | 0.903 | 0.925 | 0.675 |
| BI2 | I plan to use shared e-scooter in the near future for touring purposes | 0.817 | |||
| BI3 | I intend to use shared e-scooter for touring purposes whenever available | 0.883 | |||
| B14 | I would recommend the e-scooter touring ride at the selected city to family and friends | 0.871 | |||
| BI5 | I would say positive things about shared e-scooter touring ride to other people | 0.817 | |||
| BI6 | I think shared e-scooter is worth buying for tour purposes in the future | 0.717 | |||
| AB1 | I often use shared e-scooter when touring because it is easy for me | 0.814 | 0.890 | 0.918 | 0.693 |
| AB2 | I have been using an e-scooter for touring experience purposes in a sustainable way | 0.893 | |||
| AB3 | I chose shared e-scooter for touring, if it is convenient | 0.830 | |||
| AB4 | I always talk about the benefits of e-scooter for touring to families and friends | 0.799 | |||
| AB5 | I often use shared e-scooter for touring to avoid traffic congestion | 0.821 | |||
| EMO1 | I feel more obligation to use e-scooter for saving environment | 0.860 | 0.902 | 0.932 | 0.773 |
| EMO2 | I feel moral obligations to use shared e-scooter for tour purpose to reduce the air pollution | 0.891 | |||
| EMO3 | I feel moral obligations to use shared e-scooter for tour purpose for the preservation of natural resources | 0.913 | |||
| EMO4 | I feel moral obligations to use shared e-scooter for betterment of the society | 0.851 | |||
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