Exploratory Data Analysis of Electric Tricycle as Sustainable Public Transport Mode in General Santos City Using Logistic Regression

TL;DR

This study explores the potential of electric tricycles as a sustainable and reliable public transport option in General Santos City, using logistic regression to analyze factors influencing adoption and supporting policy recommendations.

Contribution

It provides an empirical analysis of electric tricycle adoption using logistic regression, highlighting its viability as a sustainable transport mode in the city.

Findings

Model accuracy of 72.72% in predicting e-tricycle adoption

Electric tricycle offers environmental and safety benefits over motorized tricycles

Policy recommendations for integrating e-tricycles into city transport planning

Abstract

General Santos City, as the tuna capital of the Philippines, relies with the presence of tricycles in moving people and goods. Considered as a highly-urbanized city, General Santos City serves as vital link of the entire SOCKSARGEN region's economic activities. With the current thrust of the city in providing a sustainable transport service, several options were identified to adopt in the entire city, that includes cleaner and better transport mode. Electric tricycle is an after sought alternative that offers better choice in terms of identified factors of sustainable transport: reliability, safety, comfort, environment, affordability, and facility. A literature review was conducted to provide a comparison of cost and emission between a motorized tricycle and an e-tricycle. The study identified the existing tricycle industry of the city and reviewed the modal share with the city's travel pattern. The survey revealed a number of hazards were with the current motorized tricycle that needs to address for the welfare of the passengers and drivers. The study favors the shift to adopting E-tricycle. The model derived from binary logistics regression provided a 72.72% model accuracy. Based from the results and findings, electric tricycle can be an alternative mode of public transport in the city that highly support sustainable option that provides local populace to improve their quality of life through mobility and economic activity. Further recommendation to local policy makers in the transport sector of the city include the clustering of barangays for better traffic management and franchise regulation, the inclusion of transport-related infrastructure related to tricycle service with their investment planning and programming, the roll out and implementation of tricycle code of the city, and the piloting activity of introducing e-tricycle in the city.