Muhammad Zainul Abidin Kamaludin
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Muhammad Zainul Abidin Kamaludin has a total of 7 co-authors. Here are the top co-authors by number of shared publications:
- Juffrizal Karjanto
Universiti Teknikal Malaysia Melaka
1 shared publication - Matthias Rauterberg
Eindhoven University of Technology, Eindhoven, The Netherlands
1 shared publication - Mohamad Zairi Baharom
Faculty of Mechanical & Automotive Engineering Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Pekan 26600, Pahang, Malaysia
1 shared publication - Muhammad Zahir Hassan
Universiti Teknikal Malaysia Melaka (UTeM), Malaysia
1 shared publication - Nidzamuddin Md. Yusof
Universiti Teknikal Malaysia Melaka, Malaysia
1 shared publication - Noryani Muhammad
Universiti Teknikal Malaysia Melaka
1 shared publication
Latest Publications
- Open Access
- 14 February 2025
- Published by MDPI AG in Information
- Vol. 16 (2) , 140
The Correlation Between Self-Assessment and Observation in Driving Style Classification: An On-Road Case Study
A typical classification of driving style from a human driver is conducted via self-assessment, which begs the question of the possibility of bias from the respondents. Although some research has been carried out validating the questionnaire, no controlled studies have yet to be reported to validate the Malaysian driving style. This study aimed to validate the Malaysian driver using the Multidimensional Driving Style Inventory (MDSI) with five-factor driving styles (careful, risky, angry, anxious, and dissociative) in on-road situations. Forty-one respondents completed the experiment on two designated routes recorded over 45 min of driving. A modest correlation existed between the MDSI and the score retrieved from the on-road observation assessment. The result showed a low-to-medium correlation collected from acceleration in longitudinal directions compared with correlation analysis utilizing the MDSI scale. Exploring such latent traits is essential for precisely classifying human driver styles without bias.
- 14 February 2025
- Published by MDPI AG in Information
- Vol. 16 (2) , 140
Open AccessThe Correlation Between Self-Assessment and Observation in Driving Style Classification: An On-Road Case Study
A typical classification of driving style from a human driver is conducted via self-assessment, which begs the question of the possibility of bias from the respondents. Although some research has been carried out validating the questionnaire, no controlled studies have yet to be reported to validate the Malaysian driving style. This study aimed to validate the Malaysian driver using the Multidimensional Driving Style Inventory (MDSI) with five-factor driving styles (careful, risky, angry, anxious, and dissociative) in on-road situations. Forty-one respondents completed the experiment on two designated routes recorded over 45 min of driving. A modest correlation existed between the MDSI and the score retrieved from the on-road observation assessment. The result showed a low-to-medium correlation collected from acceleration in longitudinal directions compared with correlation analysis utilizing the MDSI scale. Exploring such latent traits is essential for precisely classifying human driver styles without bias.