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An adapted centrality index to assess spatial accessibility in street networks: Application to two medium-sized cities in Brazil

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  • Gonçalves, Gustavo Maciel
  • Maraschin, Clarice
  • Maffini, Ana Luisa

Abstract

This paper explores an adapted network-based measure for assessing spatial accessibility in urban street networks: the Potential Accessibility (PA) index. Building upon network centrality measures and incorporating concepts from transportation and geography studies, the proposed index integrates spatial competition for limited-capacity opportunities into a directed, weighted network model. The PA index accounts for both supply (e.g., employment opportunities) and demand (e.g., population) attributes, and their spatial interaction within a global analysis or a local one (with a predefined catchment radius). To demonstrate the PA index's properties and practical relevance, we apply it to two medium-sized Brazilian cities, analyzing accessibility to formal employment opportunities. We conducted four experiments: an unweighted analysis, a supply-weighted analysis, a competition-based analysis with both supply and demand weights, and a local accessibility analysis using a 1600-m radius. A fifth experiment compares the PA index to Reach centrality, a non-competitive network-based accessibility measure. Results reveal how variations in street network configuration influence accessibility outcomes and inequality patterns, captured using the Palma Ratio. The PA index distinguishes local from global accessibility more effectively than the Reach index and better reveals how competition and proximity affect opportunity access. The method's flexibility allows for multiscalar analysis, integration of social attributes, and scenario simulations, supporting planning applications aimed at equitable access to services. The study contributes to accessibility research especially by introducing a network-based framework with the potential to enhance proximity-centered and local accessibility urban policies, particularly relevant to small and medium-sized cities.

Suggested Citation

  • Gonçalves, Gustavo Maciel & Maraschin, Clarice & Maffini, Ana Luisa, 2025. "An adapted centrality index to assess spatial accessibility in street networks: Application to two medium-sized cities in Brazil," Journal of Transport Geography, Elsevier, vol. 126(C).
  • Handle: RePEc:eee:jotrge:v:126:y:2025:i:c:s0966692325001292
    DOI: 10.1016/j.jtrangeo.2025.104238
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    References listed on IDEAS

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    1. Laurent Gobillon & Harris Selod, 2013. "Spatial Mismatch, Poverty and Vulnerable Populations," PSE-Ecole d'économie de Paris (Postprint) halshs-00754821, HAL.
    2. Cheng, Jianquan & Bertolini, Luca, 2013. "Measuring urban job accessibility with distance decay, competition and diversity," Journal of Transport Geography, Elsevier, vol. 30(C), pages 100-109.
    3. Michael Batty, 2009. "Accessibility: In Search of a Unified Theory," Environment and Planning B, , vol. 36(2), pages 191-194, April.
    4. repec:plo:pone00:0218773 is not listed on IDEAS
    5. Porta, Sergio & Crucitti, Paolo & Latora, Vito, 2006. "The network analysis of urban streets: A dual approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 369(2), pages 853-866.
    6. Weibull, Jorgen W., 1976. "An axiomatic approach to the measurement of accessibility," Regional Science and Urban Economics, Elsevier, vol. 6(4), pages 357-379, December.
    7. Cervero, Robert & Rood, Timothy & Appleyard, Bruce, 1995. "Job Accessibility as a Performance Indicator: An Analysis of Trends and Their Social Policy Implications in the San Francisco Bay Area," University of California Transportation Center, Working Papers qt6mp941d9, University of California Transportation Center.
    8. Anna Matas & Josep-Lluis Raymond & Josep-Lluis Roig, 2010. "Job Accessibility and Female Employment Probability: The Cases of Barcelona and Madrid," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 769-787, April.
    9. Karen Lucas & Bert Wee & Kees Maat, 2016. "A method to evaluate equitable accessibility: combining ethical theories and accessibility-based approaches," Transportation, Springer, vol. 43(3), pages 473-490, May.
    10. Rafael H. M. Pereira & Tim Schwanen & David Banister, 2017. "Distributive justice and equity in transportation," Transport Reviews, Taylor & Francis Journals, vol. 37(2), pages 170-191, March.
    11. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(2), pages 175-197.
    12. Aura Reggiani & Pietro Bucci & Giovanni Russo, 2011. "Accessibility and Impedance Forms: Empirical Applications to the German Commuting Network," International Regional Science Review, , vol. 34(2), pages 230-252, April.
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