Accessibility derivative: Measuring the accessibility contribution of public transit routes

Accessibility is one of the most essential objectives of public transit systems as the transit service’s useability and service quality. The accessibility of transit systems as a whole is well understood; however, it is still unclear how each route contributes to the system-wide accessibility. Meanwhile, with a higher risk of disruptions and more uncertainties from climate change and other disruptions, there is an urgent need to systematically study the impacts of service change with the contribution of each route to general accessibility. To address this gap, we introduce the accessibility derivative , a model-agnostic measure of the contribution of each route in a transit system. We define the derivative of a route as the systemwide change in accessibility after removing the route from the system. We demonstrate how to calculate the derivative numerically from widely available public transit schedule and automated passenger count data. The measure reflects the inherent structure of a transit system and reveals the impacts of potential route-level service changes. The results provide firsthand evidence on public transit assessment and planning, including performance assessment, schedule redesign, and planning transfers.

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Publication Details

Journal
Environment and Planning B Urban Analytics and City Science
Published
2024-08-12
DOI
https://doi.org/10.1177/23998083241272098
Citations
3
Primary Topic
Urban Transport and Accessibility
Type
article
Field-Weighted Citation Impact
0.68
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article

Accessibility derivative: Measuring the accessibility contribution of public transit routes

Luyu Liu, Harvey J. Miller
3 citations
Environment and Planning B Urban Analytics and City Science
Urban Transport and Accessibility
0.68
article

Accessibility derivative: Measuring the accessibility contribution of public transit routes

Luyu Liu, Harvey J. Miller
article en
3 citations

Abstract

Accessibility is one of the most essential objectives of public transit systems as the transit service’s useability and service quality. The accessibility of transit systems as a whole is well understood; however, it is still unclear how each route contributes to the system-wide accessibility. Meanwhile, with a higher risk of disruptions and more uncertainties from climate change and other disruptions, there is an urgent need to systematically study the impacts of service change with the contribution of each route to general accessibility. To address this gap, we introduce the accessibility derivative , a model-agnostic measure of the contribution of each route in a transit system. We define the derivative of a route as the systemwide change in accessibility after removing the route from the system. We demonstrate how to calculate the derivative numerically from widely available public transit schedule and automated passenger count data. The measure reflects the inherent structure of a transit system and reveals the impacts of potential route-level service changes. The results provide firsthand evidence on public transit assessment and planning, including performance assessment, schedule redesign, and planning transfers.

Environment and Planning B Urban Analytics and City ScienceVol. 52(4)
The Ohio State University (US), Auburn University (US)
Climate action
Openalex Percentile: Top 23%
Urban Transport and Accessibility
0.68
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