Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan
The determinants of biking behaviour are less studied in a wide range of developing countries including South Asia. This study takes Lahore, Pakistan as a case-study city to explore the factors defining commute and non-commute bike trips as well as commuting by bike. These issues were analysed by co...
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Università di Napoli Federico II
2020-12-01
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doaj-c092adb6ed2448779a19293442e9fc742020-12-31T00:12:42ZengUniversità di Napoli Federico IITeMA: Journal of Land Use, Mobility and Environment1970-98891970-98702020-12-0113329130810.6092/1970-9870/69836983Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, PakistanHoushmand E. Masoumi0Muhammad Asim1Izza Anwer2S. Atif Bilal Aslam3Center for Technology and Society, Zentrum Technik und Gesellschaft, Technische Universität BerlinUniversity of Engineering and Technology Lahore, Pakistan, Department of City and Regional PlanningUniversity of Engineering and Technology Lahore, Pakistan, Department of City and Regional PlanningUniversity of Engineering and Technology Lahore, Pakistan, Department of City and Regional PlanningThe determinants of biking behaviour are less studied in a wide range of developing countries including South Asia. This study takes Lahore, Pakistan as a case-study city to explore the factors defining commute and non-commute bike trips as well as commuting by bike. These issues were analysed by collecting data from 379 subjects accommodating in three socio-economic statuses (lower, medium, and higher) in Lahore in spring 2018. The data were analysed by applying multinomial logistic regression for investigating biking frequency and binomial logistic regression for examining commuting by bike. The results show that gender, age, education, income, purpose of majority of trips, preferred distance to travel using cycle, preferred time to travel using cycle, and preferred bike trip purpose are significantly correlated with biking frequency. The significant determinants of bicycle commuting included categories of education, the purpose of the majority of trips, using bike in combination with other modes, preferred distance to bike, preferred biking time, and preferred bike trip purpose are associated with bicycle commuting. Commuting by bike is more popular in socio-economically weaker neighbourhoods. The discussion of this study shows that the determinants of biking in the sample in Lahore are different from those that have already been addressed by studies undertaken in high-income countries.http://www.tema.unina.it/index.php/tema/article/view/6983cyclingactive transportationsustainable mobilityhuman perceptionspakistan |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Houshmand E. Masoumi Muhammad Asim Izza Anwer S. Atif Bilal Aslam |
spellingShingle |
Houshmand E. Masoumi Muhammad Asim Izza Anwer S. Atif Bilal Aslam Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan TeMA: Journal of Land Use, Mobility and Environment cycling active transportation sustainable mobility human perceptions pakistan |
author_facet |
Houshmand E. Masoumi Muhammad Asim Izza Anwer S. Atif Bilal Aslam |
author_sort |
Houshmand E. Masoumi |
title |
Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan |
title_short |
Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan |
title_full |
Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan |
title_fullStr |
Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan |
title_full_unstemmed |
Logistic models explaining the determinants of biking for commute and non-commute trips in Lahore, Pakistan |
title_sort |
logistic models explaining the determinants of biking for commute and non-commute trips in lahore, pakistan |
publisher |
Università di Napoli Federico II |
series |
TeMA: Journal of Land Use, Mobility and Environment |
issn |
1970-9889 1970-9870 |
publishDate |
2020-12-01 |
description |
The determinants of biking behaviour are less studied in a wide range of developing countries including South Asia. This study takes Lahore, Pakistan as a case-study city to explore the factors defining commute and non-commute bike trips as well as commuting by bike. These issues were analysed by collecting data from 379 subjects accommodating in three socio-economic statuses (lower, medium, and higher) in Lahore in spring 2018. The data were analysed by applying multinomial logistic regression for investigating biking frequency and binomial logistic regression for examining commuting by bike. The results show that gender, age, education, income, purpose of majority of trips, preferred distance to travel using cycle, preferred time to travel using cycle, and preferred bike trip purpose are significantly correlated with biking frequency. The significant determinants of bicycle commuting included categories of education, the purpose of the majority of trips, using bike in combination with other modes, preferred distance to bike, preferred biking time, and preferred bike trip purpose are associated with bicycle commuting. Commuting by bike is more popular in socio-economically weaker neighbourhoods. The discussion of this study shows that the determinants of biking in the sample in Lahore are different from those that have already been addressed by studies undertaken in high-income countries. |
topic |
cycling active transportation sustainable mobility human perceptions pakistan |
url |
http://www.tema.unina.it/index.php/tema/article/view/6983 |
work_keys_str_mv |
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