Table 2.

Result of measurement model

CODEItemsOuter loadingCronbach’s alphaComposite reliabilityAVE
Attitude
ATT1Riding shared e-scooters for touring enhances my overall travel experience0.8210.8960.9280.763
ATT2I believe using shared e-scooters for tours is a positive way to explore urban areas0.905
ATT3I believe adopting the shared e-scooters for touring is desirable0.913
ATT4Using shared e-scooters for touring enhances my perception of exploring new places with excitement0.852
Subjective norms
SN1My friends and family encourage me to consider shared e-scooter tours as a preferred way of exploring urban areas0.8850.8510.9000.694
SN2People who are important to me expect that I should use the shared e-scooters for tour experience0.878
SN3People around me use shared e-scooter in urban areas for tour experiences0.824
SN4If people around me use shared e-scooters, I will also use it0.737
Perceived behavioural control
PBC1I feel confident in my ability to use shared e-scooters for touring0.8320.8260.8850.658
PBC2I have enough resources (money) to use the shared e-scooters when travelling0.720
PBC3I believe I have the necessary skills to navigate shared e-scooter tours0.843
PBC4I have enough opportunities to use e-scooters for tour experience0.842
Behavioural intention
BI1I would use shared e-scooter in the future for touring purposes0.8160.9030.9250.675
BI2I plan to use shared e-scooter in the near future for touring purposes0.817
BI3I intend to use shared e-scooter for touring purposes whenever available0.883
B14I would recommend the e-scooter touring ride at the selected city to family and friends0.871
BI5I would say positive things about shared e-scooter touring ride to other people0.817
BI6I think shared e-scooter is worth buying for tour purposes in the future0.717
Actual behaviour
AB1I often use shared e-scooter when touring because it is easy for me0.8140.8900.9180.693
AB2I have been using an e-scooter for touring experience purposes in a sustainable way0.893
AB3I chose shared e-scooter for touring, if it is convenient0.830
AB4I always talk about the benefits of e-scooter for touring to families and friends0.799
AB5I often use shared e-scooter for touring to avoid traffic congestion0.821
Environment moral obligation
EMO1I feel more obligation to use e-scooter for saving environment0.8600.9020.9320.773
EMO2I feel moral obligations to use shared e-scooter for tour purpose to reduce the air pollution0.891
EMO3I feel moral obligations to use shared e-scooter for tour purpose for the preservation of natural resources0.913
EMO4I feel moral obligations to use shared e-scooter for betterment of the society0.851

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