Spatial Accessibility of Bakeries and Supermarkets in Belo Horizonte, Brazil

João Guilherme da Costa Braga França (Department of Transportation and Geotechnical Engineering, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil)
Isabela Kopperschmidt de Oliveira (Pos-graduation in Civil Engineering, Federal University of Pernambuco, Recife, 50670-901, Brazil)
Leise Kelli de Oliveira (Department of Transportation and Geotechnical Engineering, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil; Pos-graduation in Civil Engineering, Federal University of Pernambuco, Recife, 50670-901, Brazil)

Article ID: 5106



The recent events and constant global changes show the importance of rethinking city planning. In this context, the 15-Minute City concept got important as it brings people closer to activities and services, through short trips by active modes, being the key to a sustainable city. Based on this concept, this paper analysed the spatial accessibility of residents of Belo Horizonte (Brazil) to two establishments essential to the quality of life: bakeries and supermarkets. The analyses were made through the influence areas, spatial clusters, and the Local Indicators of Spatial Association. The results showed that bakeries are more accessible than supermarkets, which are not accessible to the entire population, especially in low-density and low-income regions. In addition, areas with potential for new projects were identified by the relationship between existing facilities (supermarkets or bakeries) and population density/income. Finally, the results highlight the challenges for developing sustainable cities considering the 15-Minute City concept throughout the territory of Belo Horizonte.


Accessibility; Spatial distribution; Bakeries and supermarkets; Spatial analysis; 15-Minute City; 16 sustainable cities

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[1] Di Crosta, A., Ceccato, I., Marchetti, D., et al., 2021. Psychological Factors and Consumer Behavior during the COVID-19 Pandemic. PLOS ONE. 16, e0256095. DOI:

[2] Pozoukidou, G., Chatziyiannaki, Z., 2021. 15-Minute City: Decomposing the New Urban Planning Eutopia. Sustainability. 13. DOI:

[3] Moreno, C., Allam, Z., Chabaud, D., et al., 2021. Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities. Smart Cities. 4, 93-111. DOI:

[4] Litman, T., 2022. Evaluating Accessibility for Transportation Planning: Measuring People’s Ability to Reach Desired Services and Activities. Victoria Transport Policy Institute: Victoria.

[5] Páez, A., Gertes Mercado, R., Farber, S., et al., 2010. Relative Accessibility Deprivation Indicators for Urban Settings: Definitions and Application to Food Deserts in Montreal. Urban Stud. 47, 1415-1438. DOI:

[6] Dunkley, B., Helling, A., Sawicki, D.S., 2004. Accessibility Versus Scale: Examining the Tradeoffs in Grocery Stores. Journal of Planning Education and Research. 23, 387-401. DOI:

[7] Ma, L., Cao, J., 2019. How Perceptions Mediate the Effects of the Built Environment on Travel Behavior? Transportation. 46, 175-197. DOI:

[8] Gupta, R., Nair, K., Radhakrishnan, L., 2021. Impact of COVID-19 Crisis on Stocking and Impulse Buying Behaviour of Consumers. International Journal of Social Economics. 48, 1794-1809. DOI:

[9] Pacione, M., 1989. Access to Urban Services: The Case of Secondary Schools in Glasgow. Scottish Geographical Magazine. 105, 12-18. DOI:

[10] Miller, E.J., 2018. Accessibility: Measurement and Application in Transportation Planning. Transport Reviews. 38, 551-555. DOI:

[11] Lotfi, S., Koohsari, M.J., 2009. Measuring Objective Accessibility to Neighborhood Facilities in the City: A Case Study: Zone 6 in Tehran, Iran. Cities. 26, 133-140. DOI:

[12] Krizek, K.J., 2003. Neighborhood Services, Trip Purpose, and Tour-Based Travel. Transportation. 30, 387-410. DOI:

[13] Caselli, B., Carra, M., Rossetti, S., et al., 2022. Exploring the 15-Minute Neighbourhoods. An Evaluation Based on the Walkability Performance to Public Facilities. Transportation Research Procedia. 60, 346-353. DOI:

[14] Song, Y., Sohn, J., 2007. Valuing Spatial Accessibility to Retailing: A Case Study of the Single Family Housing Market in Hillsboro, Oregon. Journal of Retailing and Consumer Services. 14, 279-288. DOI:

[15] Solá, A.G., Vilhelmson, B., Larsson, A., 2018. Understanding Sustainable Accessibility in Urban Planning: Themes of Consensus, Themes of Tension. Journal of Transport Geography. 70, 1-10. DOI:

[16] Banister, D., 2008. The Sustainable Mobility Paradigm. Transport policy. 15, 73-80. DOI:

[17] Geurs, K.T., van Wee, B., 2004. Accessibility Evaluation of Land-Use and Transport Strategies: Review and Research Directions. Journal of Transport Geography. 12, 127-140.DOI:

[18] van Wee, B., Geurs, K., Chorus, C., 2013. Information, Communication, Travel Behavior and Accessibility. Journal of Transport and Land Use. 16, 1-16. DOI:

[19] Sharkey, J.R., 2009. Measuring Potential Access to Food Stores and Food-Service Places in Rural Areas in the U.S. American Journal of Preventive Medicine. 36, S151-S155. DOI:

[20] Helling, A., Sawicki, D.S., 2003. Race and Residential Accessibility to Shopping and Services. Housing Policy Debate. 14, 69-101. DOI:

[21] Grengs, J., 2015. Nonwork Accessibility as a Social Equity Indicator. International Journal of Sustainable Transportation. 9, 1-14. DOI:

[22] Negron-Poblete, P., Séguin, A.M., Apparicio, P., 2016. Improving Walkability for Seniors through Accessibility to Food Stores: A Study of Three Areas of Greater Montreal. Journal of Urbanism: International Research On Placemaking and Urban Sustainability. 9, 51-72. DOI:

[23] Li, A., Chen, J., Qian, T., et al., 2020. Spatial Accessibility to Shopping Malls in Nanjing, China: Comparative Analysis with Multiple Transportation Modes. Chinese Geographical Science. 30, 710-724. DOI:

[24] Capasso Da Silva, D., King, D.A., Lemar, S., 2020. Accessibility in Practice: 20-Minute City as a Sustainability Planning Goal. Sustainability. 12. DOI:

[25] Pitarch-Garrido, M.D., 2018. Social Sustainability in Metropolitan Areas: Accessibility and Equity in the Case of the Metropolitan Area of Valencia (Spain). Sustainability. 10. DOI:

[26] Handy, S.L., Clifton, K.J., 2001. Evaluating Neighborhood Accessibility: Possibilities and Practicalities. Journal of transportation and statistics. 4, 67-78.

[27] IBGE Downloads - IBGE. Available online: (Accessed on 26 January 2022).

[28] Belo Horizonte BHMap. Available online: (Accessed on 14 May 2022).

[29] Oliveira, L.K., Oliveira, R.L.M., Sousa, L.T.M., et al., 2019. Analysis of Accessibility from Collection and Delivery Points: Towards the Sustainability of the e-Commerce Delivery. Urbe-Revista Brasileira de Gestao Urbana. 11, e20190048. DOI:

[30] Arranz-López, A., Soria-Lara, J.A., Witlox, F., et al., 2019. Measuring Relative Non-Motorized Accessibility to Retail Activities. International Journal of Sustainable Transportation. 13, 639-651. DOI:

[31] Anselin, L., 1995. Local Indicators of Spatial Association—LISA. Geographical Analysis. 27, 93-115. DOI:

[32] Spatial Analysis Methods and Practice: Describe – Explore – Explain through GIS, 2020. Grekousis, G., Ed.; Cambridge University Press: Cambridge.

[33] Kahle, D., Wickham, H., 2013. Ggmap: Spatial Visualization with Ggplot2. R Journal. 5, 144-161.

[34] Bivand, R.S., Wong, D.W.S., 2018. Comparing Implementations of Global and Local Indicators of Spatial Association. TEST. 27, 716-748. DOI:

[35] Ferreira, F.R., César, C.C., Camargos, V.P., et al., 2010. Aging and Urbanization: The Neighborhood Perception and Functional Performance of Elderly Persons in Belo Horizonte Metropolitan Area-Brazil. Journal of Urban Health-Bulletin of the New York Academy of Medicine. 87, 54-66. DOI:

[36] Silveira, C.A., Schvartz, M.A., Padillo, A.R., et al., 2020. Importance of Quality Attributes of Sidewalk Infrastructure: Study of the Perceptions of Merchants in the Central Area of Cachoeira Do Sul - RS (Brazil). Logo Ciência e Natura. 42, e6. DOI:

[37] Larranaga, A.M., Arellana, J., Rizzi, L.I., et al., 2019. Using Best–Worst Scaling to Identify Barriers to Walkability: A Study of Porto Alegre, Brazil. Transportation. 46, 2347-2379. DOI:

[38] Belo Horizonte Law 11,181. Available online: (Accessed on 20 October 2022).

[39] Belo Horizonte Law No 7165, 1996. Available online: (Accessed on 20 October 2022).

[40] Belo Horizonte Mobility Plan. Available online: (Accessed on 20 October 2022).

[41] Belo Horizonte Law No 8616, 2003. Available online:

[42] Belo Horizonte Law No 9725, 2009. Available online: (Accessed on 20 October 2022).

[43] Özdemir, D., Selçuk, İ., 2017. From Pedestrianisation to Commercial Gentrification: The Case of Kadıköy in Istanbul. Cities. 65, 10-23. DOI:


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