Access to fresh food in vulnerable urban areas: a classification study of the favelas and formal establishments in São Paulo

Main Article Content

André Luís de Castro Moura Duarte
https://orcid.org/0000-0002-8721-9683
Vinicius Picanço Rodrigues
https://orcid.org/0000-0002-6647-9291
Raquel Carolinne Freitas Alves
Gustavo Magalhães de Oliveira
https://orcid.org/0000-0002-5296-662X

Abstract

The environment significantly influences individuals’ food choices. Vulnerable urban areas, such as favelas, can have a decisive impact on discouraging the consumption of fresh, nutritionally rich foods. This issue is exacerbated by the urban infrastructure required to deliver fresh foods to these locations. Therefore, it is essential to understand the context of the favelas in the municipality of São Paulo in terms of the food environment and infrastructure to support the design of public policies that enhance the presence of minimally processed foods in these areas. We applied the k-means clustering method to two datasets: the food environment of favelas, characterized by food establishments, and the urban infrastructure of the favelas in the municipality of São Paulo. Of the city’s 1,701 favelas, only 271 have formally registered food establishments. Larger favelas with better urban infrastructure generally exhibited a food environment with greater access to fresh foods. The results suggest that investing in urban infrastructure can increase access to fresh foods in these areas. It is also necessary to consider local specificities to find effective solutions that increase the availability of minimally processed foods, thereby improving the population’s quality of life and health.

Downloads

Download data is not yet available.

Article Details

How to Cite
Duarte, A. L. de C. M., Rodrigues, V. P., Alves, R. C. F., & Oliveira, G. M. de. (2024). Access to fresh food in vulnerable urban areas: a classification study of the favelas and formal establishments in São Paulo. Brazilian Journal of Public Administration, 58(1), e2023–0056. https://doi.org/10.1590/0034-761220230056
Section
Article

References

Abers, R. N., & Von Bülow, M. (2021). Solidarity during the pandemic in Brazil: creative recombination’s in social movement frames and repertoires. In M. Fernandez, C. Machados (Eds.), COVID-19’s political challenges in Latin America. Springer. https://doi.org/10.1007/978-3-030-77602-2

Blanco, E. E., & Fransoo, J. C. (2013). Reaching 50 million nanostores retail distribution in emerging megacities (Working Papers, 404). Technische Universiteit Eindhoven, Eindhoven, Netherlands. https://pure.tue.nl/ws/portalfiles/portal/3458387/731270145741620.pdf

Bogard, J. R. et al. (2021). A typology of food environments in the pacific region and their relationship to diet quality in Solomon Islands. Foods, 10(11), 2592. https://doi.org/10.3390/foods10112592

Borges, C. A., Louzada, M. L., Da Silva, F. V., Hardy, R., & Baraldi, L. G. (2018). Urban food sources and the challenges of food availability according to the Brazilian dietary guidelines recommendations. Sustainability, 10(12), 4643. https://doi.org/10.3390/su10124643

Câmera Interministerial de Segurança Alimentar e Nutricional. (2018). Estudo Técnico: Mapeamento dos Desertos Alimentares no Brasil. Ministério do Desenvolvimento Social. https://aplicacoes.mds.gov.br/sagirmps/noticias/arquivos/files/Estudo_tecnico_mapeamento_desertos_alimentares.pdf

Castro, P. C. P. D., Jr. (2018). Ambiente alimentar comunitário medido e percebido: descrição e associação com índice de massa corporal de adultos brasileiros. Fiocruz.

Cavalcanti, R. P. (2020). A southern criminology of violence, youth and policing: governing insecurity in urban Brazil. Routledge.

Coutinho, M. (2014). Do Brazilian courts contribute to the implementation of the right to housing? (Research Paper Series No. 16). Fundação Getulio Vargas, São Paulo, SP, Brasil. https://doi.org/10.2139/ssrn.2393591

Duarte, A. L. D. C. M., Macau, F., Silva, C. F. E., & Sanches, L. M. (2019). Last mile delivery to the bottom of the pyramid in Brazilian slums. International Journal of Physical Distribution and Logistics Management, 49(5), 473-491. https://doi.org/10.1108/IJPDLM-01-2018-0008

Duran, A. C. F. L. (2013). Ambiente alimentar urbano em São Paulo, Brasil: avaliação, desigualdades e associação com consumo alimentar (Tese de Doutorado). Universidade de São Paulo, São Paulo, Brasil. https://doi.org/10.11606/T.6.2013.tde-02102013-164136

Franco, M., Roux, A. V. D., Glass, T. A., Caballero, B., & Brancati, F. L. (2008). Neighborhood characteristics and availability of healthy foods in Baltimore. American Journal of Preventive Medicine, 35(6), 561-567. https://doi.org/10.1016/j.amepre.2008.07.003

Fleury, S. (2023). We for us: collective action in the favelas during the pandemic. In A. Battisti (Ed.), Equity in health and health promotion in urban areas: multidisciplinary interventions at international and national level. Springer International Publishing.

Frayne, B., & McCordic, C. (2015). Planning for food secure cities: measuring the influence of infrastructure and income on household food security in Southern African cities. Geoforum, 65, 1-11. https://doi.org/10.1016/j.geoforum.2015.06.025

Glanz, K., Sallis, J. F., Saelens, B. E., & Frank, L. D. (2005). Healthy nutrition environments: concepts and measures. American Journal of Health Promotion, 19(5), 330-333. https://doi.org/10.4278/0890-1171-19.5.330

Global Panel on Agriculture and Food Systems for Nutrition. (2016). Sistemas alimentares e dietas: como enfrentar os desafios do século XXI. https://www.glopan.org/wp-content/uploads/2019/06/ForesightSummaryPortuguese.pdf

Global Panel on Agriculture and Food Systems for Nutrition. (2020). Future food systems: for people, our planet, and prosperity. https://www.glopan.org/wp-content/uploads/2020/09/Foresight-2.0_Future-Food-Systems_For-people-our-planet-and-prosperity.pdf

Gonçalves, M., & Malfitano, A. (2020). Brazilian youth experiencing poverty: everyday life in the favela. Journal of Occupational Science, 3(27), 311-326. https://doi.org/10.1080/14427591.2020.1757495

Gordon-Larsen, P., Nelson, M. C., Page, P., & Popkin, B. M. (2006). Inequality in the built environment underlies key health disparities in physical activity and obesity. Pediatrics, 117(2), 417-424.

Grace, D. (2016). Influencing food environments for healthy diets through food safety. Food and Agriculture Organization of the United Nations. https://www.fao.org/3/a-i6484e.pdf

Jaime, P. C., Duran, A. C., Sarti, F. M., & Lock, K. (2011). Investigating environmental determinants of diet, physical activity, and overweight among adults in Sao Paulo, Brazil. Journal of Urban Health, 3(88), 567-581. https://doi.org/10.1007/s11524-010-9537-2

Johns, R., & Davey, J. (2019). Introducing the transformative service mediator: value creation with vulnerable consumers. Journal of Services Marketing, 33(1), 5-15. https://doi.org/10.1108/JSM-10-2018-0282

Khan, S. S., & Ahmad, A. (2004). Cluster center initialization algorithm for K-means clustering. Pattern Recognition Letters, 25(11), 1293-1302. https://doi.org/10.1016/j.patrec.2004.04.007

Kin, B. (2018). The fragmented last mile to nanostores in cities: a stakeholder-based search for a panacea. Vrije Universiteit Brussel. https://researchportal.vub.be/en/publications/the-fragmented-last-mile-to-nanostores-in-cities-a-stakeholder-ba

Larson, N. I., Story, M. T., & Nelson, M. C. (2009). Neighborhood environments: disparities in access to healthy foods in the U.S. American Journal of Preventive Medicine, 36(1), 74-81. https://doi.org/10.1016/j.amepre.2008.09.025

Lovasi, G., Hutson, M., Guerra, M., & Neckerman, K. (2009). Built environments and obesity in disadvantaged populations. Epidemiologic Reviews, 1(31), 7-20. https://doi.org/10.1093/epirev/mxp005

Massara, V. M. (2012). A implantação de infraestrutura na cidade de São Paulo: o centro expandido no período (1890-1999). Outros Tempos - Pesquisa em Foco, 9(13), 228-251. https://doi.org/10.18817/ot.v9i13.44

Mollenkopf, D. A., Ozanne, L. K., & Stolze, H. J. (2021). A transformative supply chain response to COVID-19. Journal of Service Management, 32(2), 190-202. https://doi.org/10.1108/JOSM-05-2020-0143

Monteiro, C. A., Cannon, G., Levy, R., Moubarac, J.-C., Jaime, P., Martins, A. P., Canella, D., Louzada, M., & Parra, D. (2016). Nova: the star shines bright. World Nutrition, 7(1-3), 28-38. https://worldnutritionjournal.org/index.php/wn/article/view/5

Moore, L. V., & Roux, A. V. D. (2006). Associations of neighborhood characteristics with the location and type of food stores. American Journal of Public Health, 96(2), 325-331. https://doi.org/10.2105%2FAJPH.2004.058040

Morland, K., Wing, S., Roux, A. D., & Poole, C. (2002). Neighborhood characteristics associated with the location of food stores and food service places. American Journal of Preventive Medicine, 22(1), 23-29. https://doi.org/10.1016/s0749-3797(01)00403-2

Mukherjee, S., Ganguly, P., & Botchwey, N. (2021). A multilevel scenario based predictive analytics framework to model the community mental health and built environment nexus. Scientific Report, 11(1), 17548. https://doi.org/10.1038/s41598-021-96801-x

Murphy, M., Badland, H., Koohsari, M., Astell-Burt, T., Trapp, G., Villanueva, K., Mavoa, S., Davern, M., & Giles-Corti, B. (2016). Indicators of a health-promoting local food environment: a conceptual framework to inform urban planning policy and practice. Health Promotion Journal of Australia, 1(28), 82-84. https://doi.org/10.1071/he15098

Navarro, H. A. R. (2020). Urban logistics in Sao Paulo city a comparison (Tese de Doutorado). Universidade Federal de São Carlos, São Carlos, SP, Brasil. https://repositorio.ufscar.br/handle/ufscar/12677

Omran, M. G. H., Engelbrecht, A. P., & Salman, A. (2007). An overview of clustering methods. Intelligent Data Analysis, 11(6), 583-605. https://doi.org/10.48550/arXiv.1205.1117

Patel, R. B., Colangelo, L. A., Gordon-Larsen, P., Yancy, C. W., Lloyd-Jones, D. M., Kershaw, K. N, & Khan, S. S. (2020). Abstract P449: associations of unhealthy food and physical activity environments with adverse cardiac function: the coronary artery risk development in young adults (cardia) study. Circulation, 141(Suppl_1), 449. https://doi.org/10.1161/circ.141.suppl_1.P449

Portugal, P., Moreira, J., Póvoas, M., Silva, C., & Guedes, A. (2021). The favela as a place for the development of smart cities in Brazil: local needs and new business strategies. Smart Cities, 4(4), 1259-1275. https://doi.org/10.3390/smartcities4040067

Prefeitura Municipal de São Paulo. (2016). Panorama da segurança alimentar e nutricional na cidade de São Paulo: ações, desafios e perspectivas do papel da cidade na alimentação. https://www.prefeitura.sp.gov.br/cidade/secretarias/upload/servicos/documentos/seguranca_alimentar/Relatorio_Seguranca_Alimentar.pdf

Robinson, P. L., Dominguez, F., Teklehaimanot, S., Lee, M., Brown, A., & Goodchild, M. (2013). Does distance decay modelling of supermarket accessibility predict fruit and vegetable intake by individuals in a large metropolitan area? Journal of Health Care for the Poor and Underserved, 24(1), 172-185. https://doi.org/10.1353/hpu.2013.0049

Romão, L. (2018). Excesso de peso, consumo de frutas e hortaliças por adolescentes e ambiente alimentar local em São Paulo (Tese de Doutorado). Universidade de São Paulo, Faculdade de Saúde Pública, São Paulo, SP, Brasil. https://doi.org/10.11606/D.6.2018.tde-15082018-152208

Roux, A. V. D., & Mair, C. (2010). Neighborhoods and health. Annals of the New York Academy of Sciences, 1186(1), 125-145. https://doi.org/10.1111/j.1749-6632.2009.05333.x

Samel, A. N., Bandeira, R. A. M., Campos, V. B. G., & Mello, L. C. B. (2017). Análise da logística urbana para distribuição de alimentos perecíveis. Instituto Militar de Engenharia. https://doi.org/10.19177/rgsa.v8e2201979-103

Swinburn, B., Sacks, G., Vandevijvere, S., Kumanyika, S., Lobstein, T., Neal, B., Barquera, S., Friel, S., Hawkes, C., Kelly, B., L’abbé, M., Lee, A., Ma, J., Macmullan, J., Mohan, S., Monteiro, C., Rayner, M., Sanders, D., Snowdon, W., & Walker, C. (2013). Informas: overview and key principles. Obesity Reviews, 14(S1), 1-12. https://doi.org/10.1111/obr.12087

Turner, C., Aggarwal, A., Walls, H., Herforth, A., Drewnowski, A., Coates, J., Kalamatianou, S., & Kadiyala, S. (2018). Concepts and critical perspectives for food environment research: a global framework with implications for action in low-and middle-income countries. Global Food Security, 18, 93-101. https://doi.org/10.1016/j.gfs.2018.08.003

Turner, C., Kalamatianou, S., Drewnowski, A., Kulkarni, B., Kinra, S., & Kadiyala, S. (2020). Food environment research in low-and middle-income countries: a systematic scoping review. Advances in Nutrition, 11(2), 387-397. https://doi.org/10.1093/advances/nmz031

United Nations. (2018). 2018 Revision of World Urbanization Prospects. https://population.un.org/wup/

Walker, R. E., Keane, C. R., & Burke, J. G. (2010). Disparities and access to healthy food in the United States: a review of food deserts literature. Health & Place, 16(5), 876-884. https://doi.org/10.1016/j.healthplace.2010.04.013

Wang, H., & Qiu, F. (2016). Fresh food access revisited. Cities, 51, 64-73. https://doi.org/10.1016/j.cities.2015.11.026

Zenk, S. N., Schulz, A. J., Israel, B. A., James, S. A., Bao, S., & Wilson, M. L. (2005). Neighborhood racial composition, neighborhood poverty, and the spatial accessibility of supermarkets in metropolitan Detroit. American Journal of Public Health, 95(4), 660-667. https://doi.org/10.2105/ajph.2004.042150

Zmitrowicz, W., & De Angelis, G., Neto. (1997). Infra-Estrutura Urbana (Texto Técnico, 17). Universidade de São Paulo, Escola Politécnica, Departamento de Engenharia de Construção Civil, São Paulo, SP, Brasil. https://edisciplinas.usp.br/pluginfile.php/4530014/mod_resource/content/1/TTInfraestrutura17.pdf

Most read articles by the same author(s)