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Spatial disparity of income-weighted accessibility in Brazilian Cities: Application of a Google Maps API

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  • Costa, Cayo
  • Ha, Jaehyun
  • Lee, Sugie

Abstract

Equity in public transit ridership has attracted the attention of planning authorities as a mechanism to tackle social exclusion. The association of accessibility indexing with different income groups is fundamental to analyses of socio-spatial inequalities and identifying gaps in public transit services. However, few studies have addressed accessibility inequalities in medium-sized cities of the global South. This paper aims to identify spatial gaps in public transit service in seven medium-sized Brazilian cities by analyzing the relative accessibility of public transit and private automobiles for travel to central business districts (CBDs), which are primary employment and service centers. Demographic and socioeconomic data on the seven cities were extracted from the country's 2010 population census. To measure accessibility to CBDs, a Google Maps application programming interface was used to produce realistic estimates of travel times for public transit and private automobiles over different time periods. This method is more accurate than traditional accessibility calculation methods and provides real-time information on traffic conditions, such as speed limits, traffic jams, and waiting times. The study found significant intra-regional differences in accessibility to CBDs by public transit and private automobiles, providing a scientific basis to optimize the socio-spatial distribution of public transit services in seven cities in five different regions of Brazil.

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  • Costa, Cayo & Ha, Jaehyun & Lee, Sugie, 2021. "Spatial disparity of income-weighted accessibility in Brazilian Cities: Application of a Google Maps API," Journal of Transport Geography, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:jotrge:v:90:y:2021:i:c:s0966692320309820
    DOI: 10.1016/j.jtrangeo.2020.102905
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    1. Michael A. Niedzielski & E. Eric Boschmann, 2014. "Travel Time and Distance as Relative Accessibility in the Journey to Work," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(6), pages 1156-1182, November.
    2. Guzman, Luis A. & Oviedo, Daniel & Rivera, Carlos, 2017. "Assessing equity in transport accessibility to work and study: The Bogotá region," Journal of Transport Geography, Elsevier, vol. 58(C), pages 236-246.
    3. Manaugh, Kevin & Badami, Madhav G. & El-Geneidy, Ahmed M., 2015. "Integrating social equity into urban transportation planning: A critical evaluation of equity objectives and measures in transportation plans in North America," Transport Policy, Elsevier, vol. 37(C), pages 167-176.
    4. Delmelle, Elizabeth Cahill & Casas, Irene, 2012. "Evaluating the spatial equity of bus rapid transit-based accessibility patterns in a developing country: The case of Cali, Colombia," Transport Policy, Elsevier, vol. 20(C), pages 36-46.
    5. Karel Martens & Floridea Di Ciommo, 2017. "Travel time savings, accessibility gains and equity effects in cost–benefit analysis," Transport Reviews, Taylor & Francis Journals, vol. 37(2), pages 152-169, March.
    6. Stanley, Janet & Lucas, Karen, 2008. "Social exclusion: What can public transport offer?," Research in Transportation Economics, Elsevier, vol. 22(1), pages 36-40, January.
    7. Carleton, Phillip R. & Porter, J. David, 2018. "A comparative analysis of the challenges in measuring transit equity: definitions, interpretations, and limitations," Journal of Transport Geography, Elsevier, vol. 72(C), pages 64-75.
    8. Foth, Nicole & Manaugh, Kevin & El-Geneidy, Ahmed M., 2013. "Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006," Journal of Transport Geography, Elsevier, vol. 29(C), pages 1-10.
    9. Jose Carpio-Pinedo & Sonia De Gregorio Hurtado & Inés Sánchez De Madariaga, 2019. "Gender Mainstreaming in Urban Planning: The Potential of Geographic Information Systems and Open Data Sources," Planning Theory & Practice, Taylor & Francis Journals, vol. 20(2), pages 221-240, March.
    10. Delbosc, Alexa & Currie, Graham, 2011. "The spatial context of transport disadvantage, social exclusion and well-being," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1130-1137.
    11. García-López, Miguel Ángel & Moreno-Monroy, Ana I., 2016. "Income Segregation and Urban Spatial Structure: Evidence from Brazil," Research Department working papers 957, CAF Development Bank Of Latinamerica.
    12. Jaramillo, Ciro & Lizárraga, Carmen & Grindlay, Alejandro Luis, 2012. "Spatial disparity in transport social needs and public transport provision in Santiago de Cali (Colombia)," Journal of Transport Geography, Elsevier, vol. 24(C), pages 340-357.
    13. Currie, Graham, 2010. "Quantifying spatial gaps in public transport supply based on social needs," Journal of Transport Geography, Elsevier, vol. 18(1), pages 31-41.
    14. Currie, Grahama & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2010. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne - Updated results," Research in Transportation Economics, Elsevier, vol. 29(1), pages 287-295.
    15. Rafael Henrique Moraes Pereira & Tim Schwanen, 2013. "Commute Time in Brazil (1992-2009): Differences Between Metropolitan Areas, by Income Levels and Gender," Discussion Papers 1813a, Instituto de Pesquisa Econômica Aplicada - IPEA.
    16. Bocarejo S., Juan Pablo & Oviedo H., Daniel Ricardo, 2012. "Transport accessibility and social inequities: a tool for identification of mobility needs and evaluation of transport investments," Journal of Transport Geography, Elsevier, vol. 24(C), pages 142-154.
    17. Schwanen, Tim & Lucas, Karen & Akyelken, Nihan & Cisternas Solsona, Diego & Carrasco, Juan-Antonio & Neutens, Tijs, 2015. "Rethinking the links between social exclusion and transport disadvantage through the lens of social capital," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 123-135.
    18. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    19. Vasconcellos, Eduardo Alcantara, 2018. "Urban transport policies in Brazil: The creation of a discriminatory mobility system," Journal of Transport Geography, Elsevier, vol. 67(C), pages 85-91.
    20. Boisjoly, Geneviève & Serra, Bernardo & Oliveira, Gabriel T. & El-Geneidy, Ahmed, 2020. "Accessibility measurements in São Paulo, Rio de Janeiro, Curitiba and Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 82(C).
    21. Boisjoly, Geneviève & Moreno-Monroy, Ana Isabel & El-Geneidy, Ahmed, 2017. "Informality and accessibility to jobs by public transit: Evidence from the São Paulo Metropolitan Region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 89-96.
    22. Paul Knox, 1980. "Measures of accessibility as social indicators: A note," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 7(1), pages 367-377, January.
    23. Welch, Timothy F., 2013. "Equity in transport: The distribution of transit access and connectivity among affordable housing units," Transport Policy, Elsevier, vol. 30(C), pages 283-293.
    24. Church, A. & Frost, M. & Sullivan, K., 2000. "Transport and social exclusion in London," Transport Policy, Elsevier, vol. 7(3), pages 195-205, July.
    25. Antonio Páez & Ruben Gertes Mercado & Steven Farber & Catherine Morency & Matthew Roorda, 2010. "Relative Accessibility Deprivation Indicators for Urban Settings: Definitions and Application to Food Deserts in Montreal," Urban Studies, Urban Studies Journal Limited, vol. 47(7), pages 1415-1438, June.
    26. 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.
    27. Golub, Aaron & Martens, Karel, 2014. "Using principles of justice to assess the modal equity of regional transportation plans," Journal of Transport Geography, Elsevier, vol. 41(C), pages 10-20.
    28. 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.
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    2. Piotr Rosik & Sławomir Goliszek & Tomasz Komornicki & Patryk Duma, 2021. "Forecast of the Impact of Electric Car Battery Performance and Infrastructural and Demographic Changes on Cumulative Accessibility for the Five Most Populous Cities in Poland," Energies, MDPI, vol. 14(24), pages 1-12, December.
    3. Azmoodeh, Mohammad & Haghighi, Farshidreza & Motieyan, Hamid, 2023. "The capability approach and social equity in transport: Understanding factors affecting capabilities of urban residents, using structural equation modeling," Transport Policy, Elsevier, vol. 142(C), pages 137-151.
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    5. Maharjan, Sanju & Tilahun, Nebiyou & Ermagun, Alireza, 2022. "Spatial equity of modal access gap to multiple destination types across Chicago," Journal of Transport Geography, Elsevier, vol. 104(C).
    6. Zhu, Le & Shi, Fei, 2022. "Spatial and social inequalities of job accessibility in Kunshan city, China: Application of the Amap API and mobile phone signaling data," Journal of Transport Geography, Elsevier, vol. 104(C).
    7. Quezada Larriva, Adriana & Orellana, Daniel & Guerrero Balarezo, María Laura & García, Javier Andrés & Cárdenas Villenas, Galo & Osorio Guerrero, Pablo, 2023. "Impact of Quito's first metro line on the accessibility to urban opportunities," Journal of Transport Geography, Elsevier, vol. 108(C).
    8. Li, Wu & Guan, Haotian & Qin, Wenwen & Ji, Xiaofeng, 2023. "Collective and individual spatial equity measure in public transit accessibility based on generalized travel cost," Research in Transportation Economics, Elsevier, vol. 98(C).

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