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Do Social Constructs and Big-5 Personality Traits Affect the Metro Use? An Application of CART in Decision Tree Model

  • 2026
  • OriginalPaper
  • Chapter
Published in:
Authors
Chanh Toan Pham
Xuan Long Nguyen
Nghia Pham
Published in
4th International Conference on Structural Health Monitoring and Engineering Structures (SHM&ES 2025)
Publisher
Springer Nature Switzerland

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Abstract

This study investigates the factors influencing the intention to use the Metro system in Ho Chi Minh City, focusing on the Big-5 personality traits and demographic characteristics. The research surveys 300 residents, collecting data around Metro stations to analyze the impact of personality traits on Metro usage. The study finds that personality traits, particularly Openness, significantly influence Metro usage intention, while demographic factors have a lesser impact. The decision tree model used in the analysis shows an overall accuracy of 76.0%, with Openness and Extraversion being the most influential traits. The study also highlights the importance of considering diverse community groups in station areas for sustainable urban development and improved operational efficiency of urban rail transit systems. Despite some limitations, such as the modest sample size and the imbalance between 'yes' and 'no' response groups, the study offers valuable insights into the influence of personality traits on public transportation decisions and contributes to research promoting equity in urban transport use.
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previous chapter Analyzing Motivators for Facilitating Circular Economy Implementation in Vietnamese Construction Enterprises
next chapter Assessing the Attributes Influencing Construction Project Performance from the Perspective of Different Stakeholders
Title
Do Social Constructs and Big-5 Personality Traits Affect the Metro Use? An Application of CART in Decision Tree Model
Authors
Chanh Toan Pham
Xuan Long Nguyen
Nghia Pham
Copyright Year
2026
Book
4th International Conference on Structural Health Monitoring and Engineering Structures (SHM&ES 2025)

Print ISBN: 978-3-032-04644-4

Electronic ISBN: 978-3-032-04645-1

Copyright Year: 2026

DOI
https://doi.org/10.1007/978-3-032-04645-1_74
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