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A Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data

Authors: Shiqin Liu; Carl Higgs; Jonathan Arundel; Geoff Boeing; Nicholas Cerdera; David Moctezuma; Ester Cerin; +3 Authors

A Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data

Abstract

Pedestrian accessibility is an important factor in urban transport and land use policy and critical for creating healthy, sustainable cities. Developing and evaluating indicators measuring inequalities in pedestrian accessibility can help planners and policymakers benchmark and monitor the progress of city planning interventions. However, measuring and assessing indicators of urban design and transport features at high resolution worldwide to enable city comparisons is challenging due to limited availability of official, high‐quality, and comparable spatial data, as well as spatial analysis tools offering customizable frameworks for indicator construction and analysis. To address these challenges, this study develops an open source software framework to construct pedestrian accessibility indicators for cities using open and consistent data. It presents a generalized method to consistently measure pedestrian accessibility at high resolution and spatially aggregated scale, to allow for both within‐ and between‐city analyses. The open source and open data methods developed in this study can be extended to other cities worldwide to support local planning and policymaking. The software is made publicly available for reuse in an open repository.

Countries
Australia, Australia, United States, Australia
Keywords

FOS: Computer and information sciences, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Health Policy, inequality, General Economics (econ.GN), bepress|Social and Behavioral Sciences|Urban Studies and Planning, open data, 710, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Urban Studies, SocArXiv|Social and Behavioral Sciences|Geography, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Public Policy, city planning, Computer Science - Computers and Society, bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Infrastructure, open source, SocArXiv|Social and Behavioral Sciences|Geography|Spatial Science, healthy cities, bepress|Social and Behavioral Sciences|Environmental Studies, network analysis, Computation (stat.CO), SocArXiv|Social and Behavioral Sciences|Geography|Human Geography, Economics - General Economics, SocArXiv|Social and Behavioral Sciences|Urban Studies and Planning, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Recreation, Parks and Tourism Administration, 000, public health, bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Recreation, Parks and Tourism Administration, SocArXiv|Social and Behavioral Sciences|Economics, bepress|Social and Behavioral Sciences|Geography|Spatial Science, sustainability, bepress|Social and Behavioral Sciences|Geography|Human Geography, SocArXiv|Social and Behavioral Sciences|Food Studies, 004, accessibility, docker, sustainable cities, bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Transportation, pedestrian, SocArXiv|Social and Behavioral Sciences|Economics|Regional Economics, openstreetmap, bepress|Social and Behavioral Sciences|Geography|Geographic Information Sciences, public transit, Physics - Physics and Society, smart cities, bepress|Social and Behavioral Sciences|Economics, FOS: Physical sciences, bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Public Policy, Physics and Society (physics.soc-ph), bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Urban Studies, SocArXiv|Social and Behavioral Sciences|Economics|Growth and Development, urban design, Statistics - Computation, urban planning, FOS: Economics and business, bepress|Social and Behavioral Sciences|Economics|Regional Economics, Computers and Society (cs.CY), bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Health Policy, active transport, bepress|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration, walkability, transportation, bepress|Social and Behavioral Sciences|Food Studies, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Infrastructure, bepress|Social and Behavioral Sciences|Economics|Health Economics, 380, land use, bepress|Social and Behavioral Sciences|Geography, SocArXiv|Social and Behavioral Sciences|Environmental Studies, GTFS, python, street network, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration, bepress|Social and Behavioral Sciences, SocArXiv|Social and Behavioral Sciences|Economics|Health Economics, SocArXiv|Social and Behavioral Sciences|Public Affairs, Public Policy and Public Administration|Transportation, SocArXiv|Social and Behavioral Sciences, SocArXiv|Social and Behavioral Sciences|Geography|Geographic Information Sciences, bepress|Social and Behavioral Sciences|Economics|Growth and Development

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    23
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
23
Top 10%
Top 10%
Top 10%
Green
hybrid