DOI 10.60531/INSIGHTOUT.2024.2.8| LAI: SMART CITY TRANSITION_ INSIGHTOUT 2(2024) 52 No. Q4 Q4.3 Q5.3 Q6 Q6.1 Q7 Q15 Question Measure Analysis Have you used any of the following smartphone-based mobility ser- Nominal Usage vices in the past twelve months? [route-planning; estimated time of arrival(ETA); parking; shared mo­bility; ride-hailing] Have you ever faced any problems when using mobile apps for smart- Nominal Access phone-based mobility services? [app crashes or technical glitches; payment or billing problems; exces­sive battery or data usage; difficulties in using app features; inaccura­te tracking of services(incorrect ETA); limited availability or services; poor customer service] For your most frequent journey, how much time do you need on ave- Scale Usage rage to reach your destination? How much do you agree with the following statements(concept of smartphone)? Q6b Smartphone is an essential device in my daily life. Scale Attitude Q6e My life would be much better without smartphone. Attitude Q6f I cannot access any mobility services without smartphone. Access How much do you agree with the following statements(smartphones in travel behaviour)? Q6.1d I am always cautious if the smartphone-based mobility Scale Attitude service is using my real-time location data. Q6.1f Smartphone-based mobility services have helped me to Usage reduce my travel time. Q6.1g I believe smartphone-based mobility services can help Usage reduce traffic congestion. Q6.1j I believe smartphone-based mobility services can assist Attitude citizens who have difficulty using traditional transportation modes to travel around the city. Q6.1l Smartphone-based mobility services are environmentally Attitude friendly. How important are the following factors when you are considering Scale Usage using specific transportation modes? [time; cost; safety; accessible information; purchase methods] What is your average monthly disposable income for travel expenses Scale Access approximately? Table 1: Questions for analysis