Exploring the Relative Importance and Interactive Impacts of Explanatory Variables of the Built Environment on Ride-Hailing Ridership by Using the Optimal Parameter-Based Geographical Detector (OPGD) Model

Exploring the Relative Importance and Interactive Impacts of Explanatory Variables of the Built Environment on Ride-Hailing Ridership by Using the Optimal Parameter-Based Geographical Detector (OPGD) Model

The impact of the built environment on the ridership of ride-hailing results depends on the spatial grid scale. The existing research on the demand model of ride-hailing ignores the modifiable areal unit problem (MAUP). Taking Chengdu as an example, and taking the density of pick-ups and drop-offs a...

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Bibliographic Details
Main Authors: Zhenbao Wang, Shuyue Liu, Yuchen Zhang, Xin Gong, Shihao Li, Dong Liu, Ning Chen
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
ride-hailing
built environment
geographic detector
the modifiable areal unit problem
Chengdu
Online Access:https://www.mdpi.com/2076-3417/13/4/2180

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