People Preferences Towards Bikes and Electric Bikes in Urban Areas – Case Study for Hungary

In the last decade, innovations in micro-mobility (i.e. lightweight vehicles) have been developing fast. Travellers switch to more efficient, affordable, economical and eco-friendly transport modes as a cultural, habit and policy compliance to reduce the dependence on motorised transport modes. In this research, the behaviour of travellers toward two types of bikes: (1) electric bike (e-bike) and (2) regular bike (bike) is predicted. A mathematical model of transport mode choice is developed using the discrete choice modelling approach based on a stated preference (SP) survey distributed in Hungary. The developed transport choice model includes trip cost, trip time and walking distance to reach the location of bike/e-bike or to reach your destination after parking your bike/e-bike, parking type, economic, sociodemographic and travel variables. The developed model shows that travellers are more likely to choose bikes over e-bikes. Significant variables demonstrate influence on travellers in choosing bikes or e-bikes, such as parking type, which emphasises that free-floating parking is preferred over parking lots. This research adds value to the literature that emphasises the importance of parking type, trip purpose and other sociodemographic variables in choosing bikes/e-bikes in urban areas.

Authors

Institutions

Publication Details

Journal
PROMET - Traffic&Transportation
Published
2025-09-25
DOI
https://doi.org/10.7307/ptt.v37i5.902
Primary Topic
Electric Vehicles and Infrastructure
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

People Preferences Towards Bikes and Electric Bikes in Urban Areas – Case Study for Hungary

Ahmed Jaber, Jamil Hamadneh
PROMET - Traffic&Transportation
Electric Vehicles and Infrastructure
article

People Preferences Towards Bikes and Electric Bikes in Urban Areas – Case Study for Hungary

Ahmed Jaber, Jamil Hamadneh
article en

Abstract

In the last decade, innovations in micro-mobility (i.e. lightweight vehicles) have been developing fast. Travellers switch to more efficient, affordable, economical and eco-friendly transport modes as a cultural, habit and policy compliance to reduce the dependence on motorised transport modes. In this research, the behaviour of travellers toward two types of bikes: (1) electric bike (e-bike) and (2) regular bike (bike) is predicted. A mathematical model of transport mode choice is developed using the discrete choice modelling approach based on a stated preference (SP) survey distributed in Hungary. The developed transport choice model includes trip cost, trip time and walking distance to reach the location of bike/e-bike or to reach your destination after parking your bike/e-bike, parking type, economic, sociodemographic and travel variables. The developed model shows that travellers are more likely to choose bikes over e-bikes. Significant variables demonstrate influence on travellers in choosing bikes or e-bikes, such as parking type, which emphasises that free-floating parking is preferred over parking lots. This research adds value to the literature that emphasises the importance of parking type, trip purpose and other sociodemographic variables in choosing bikes/e-bikes in urban areas.

PROMET - Traffic&TransportationVol. 37(5)
Palestine Technical University - Kadoorie (PS), Budapest University of Technology and Economics (HU)
Openalex Percentile: Top 74%
Electric Vehicles and Infrastructure
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

People Preferences Towards Bikes and Electric Bikes in Urban Areas – Case Study for Hungary — Ahmed Jaber, Jamil Hamadneh · PROMET - Traffic&Transportation (2025) | TGRS Research Map | TGRS