Revealing preferences for Bangkok Metro Station access modes through perceptions of safety, walkability, and service quality: A hybrid choice modeling approach

Key Points

• Access mode preferences were significantly influenced by perceived safety and service quality.
• Key evidence showed that perceptions of walkability correlate strongly with access choice satisfaction.
• Assessment using hybrid choice modeling identified the importance of multiple perception factors in mode selections.
• Findings support the need for improved safety measures and higher service quality in urban transit systems.