A study suggests that smart changes in bus payment systems and real-time information could increase bus ridership by over 30% in southern England.
Improving the passenger experience with modern technology like contactless payments and mobile apps can make bus travel more appealing.
Survey data and machine learning tools were used to determine passenger preferences and behaviors.
Easy payment methods and accurate bus arrival information were found to significantly influence people's choice of transportation.
The goal is to make bus travel smoother and stress-free to encourage more people to choose buses over cars.
Machine Learning Influence Flow Analysis (MIFA) helped predict the impact of changes in payment and information systems on public opinion and behavior.
Challenges that deter people from using buses include complex payment systems, unclear schedules, safety concerns, and delays.
Introducing smartcard payments, mobile apps with live tracking, and improved bus lanes can enhance the attractiveness of bus travel.
Integrated ticketing systems that allow seamless travel across different modes of transport could further boost bus ridership.
Government policies should facilitate collaboration among different transport providers to improve overall travel experiences.
Enhancing bus convenience and reliability through smart payments and real-time information is crucial to making buses a preferred travel option.