The Influence of Sociodemographic Background on Active Transportation: A Case Study of Bangsar and Shah Alam, Malaysia

An essential element for promoting sustainable urban transport is active transportation. Many factors are associated with walkability, such as individual characteristics, sociodemography, and distance. This research presents findings on transportation use relating to sociodemographic background. Using a questionnaire survey an instrument, the study was performed in Bangsar Shah Alam, Malaysia, via stratified random sampling. The binomial logistic regression model analysis of variance (ANOVA) were used statistically analyzing data from 325 respondents. ANOVA demonstrated that education level occupational status influenced home–public station outcomes could benefit many sectors, planning, transportation, health, education. enhanced understanding contribute decision-making among relevant authorities facilitating