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Bus ridership and its determinants in Beijing: A spatial econometric perspective

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Main Authors: Jiaoe, Wang, Yanan, Li, Jingjuan, Jiao
Format: Book
Language:English
Published: Springer 2023
Subjects:
geographically weighted regression
spatial econometric perspective
Online Access:https://link.springer.com/article/10.1007/s11116-021-10248-7
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7782
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spelling oai:localhost:PNK-77822023-04-11T08:52:35Z Bus ridership and its determinants in Beijing: A spatial econometric perspective Jiaoe, Wang Yanan, Li Jingjuan, Jiao geographically weighted regression spatial econometric perspective CC BY Understanding the temporal and spatial dynamics and determinants of public transport ridership play an important role in urban planning. Previous studies have focused on exploring the determinants at the station level using global models, or a local model, geographically weighted regression (GWR), which cannot reveal spatial autocorrelation at the global level. This study explores the factors affecting bus ridership considering spatial autocorrelation using the spatial Durbin model (SDM). Taking the community in Beijing as the basic study unit, this study aims to explore the temporal and spatial dynamics of bus ridership and identify its key determinants considering neighboring effects. The results show the following: (1) The temporal dynamics are quite distinct on weekdays and weekends as well as at different time slots of the day. (2) The spatial patterns of bus ridership varied across different time slots, and the hot areas are mainly located near the central business district (CBD), transport hubs, and residential areas. (3) 2023-04-11T08:52:35Z 2023-04-11T08:52:35Z 2022 Book https://link.springer.com/article/10.1007/s11116-021-10248-7 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7782 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic geographically weighted regression
spatial econometric perspective
spellingShingle geographically weighted regression
spatial econometric perspective
Jiaoe, Wang
Yanan, Li
Jingjuan, Jiao
Bus ridership and its determinants in Beijing: A spatial econometric perspective
description CC BY
format Book
author Jiaoe, Wang
Yanan, Li
Jingjuan, Jiao
author_facet Jiaoe, Wang
Yanan, Li
Jingjuan, Jiao
author_sort Jiaoe, Wang
title Bus ridership and its determinants in Beijing: A spatial econometric perspective
title_short Bus ridership and its determinants in Beijing: A spatial econometric perspective
title_full Bus ridership and its determinants in Beijing: A spatial econometric perspective
title_fullStr Bus ridership and its determinants in Beijing: A spatial econometric perspective
title_full_unstemmed Bus ridership and its determinants in Beijing: A spatial econometric perspective
title_sort bus ridership and its determinants in beijing: a spatial econometric perspective
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11116-021-10248-7
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7782
_version_ 1762909085750001664
score 8.881002

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