Availability, nutritional quality, and ecological labeling of animal-based products and plant-based analogues in Brazil

Authors

DOI:

https://doi.org/10.5433/1679-0359.2026v47n1p95

Keywords:

Availability, Plant-based analogues, Protein-rich foods, Nutritional quality, Eco-labeling, Sustainability.

Abstract

This study assessed the availability, nutritional quality, and economic accessibility of eco-labeled animal-based products and plant-based analogues within the urban food environment. A cross-sectional audit of 149 retail establishments in the city of Rio de Janeiro, Brazil, was conducted between July 2022 and June 2023, stratified by the Social Progress Index (Índice de Progresso Social - IPS). In total, 1,643 eco-labeled protein-rich foods (animal-based products and plant-based analogues) were evaluated for availability, price, and macronutrient composition. Multivariate factor analysis (MFA) and principal component analysis (PCA) were used to examine the relationships between product availability, geographic regions, and IPS levels, while chi-square and G tests compared product categories (p ≤ 0.05). The results indicated that IPS accounted for 86.8% of the variance in product availability, suggesting that socio-spatial segregation is strongly associated with differences in access to sustainable protein-rich foods. Plant-based products were on average 71% more expensive than their animal-based counterparts. Among plant-based products, burgers emerged as the most prevalent item in the segment, whereas certified chicken was the most prevalent within the animal-based category. The nutritional composition of plant-based products showed advantages, including higher dietary fiber content, absence of cholesterol, and a more favorable lipid profile, but also limitations, such as lower protein content and elevated sodium levels. The unequal concentration of eco-labeled protein-rich foods reinforces disparities in access to innovative and sustainable foods. The protein transition in Brazil is unlikely to occur solely through market forces; targeted public policies will be necessary to overcome structural barriers related to price, distribution, and consumer information within sustainable food systems.

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Author Biographies

Eliana de Souza Marques dos Santos, Universidade Federal do Estado do Rio de Janeiro

PhD student in the Food and Nutrition Graduate Program (PPGAN), Universidade Federal do Estado do Rio de Janeiro, UNIRIO, Rio de Janeiro, RJ, Brazil.

Davy William Hildalgo Chávez, Universidade Federal Rural do Rio de Janeiro

Professor, PhD, Department of Food Technology, Universidade Federal Rural do Rio de Janeiro, UFRRJ, Seropédica, RJ, Brazil.

Ellen Mayra Menezes Ayres, Universidade Federal do Estado do Rio de Janeiro

Professor, PhD, Food and Nutrition Graduate Program (PPGAN), UNIRIO, Rio de Janeiro, RJ, Brazil.

References

Alsubhi, M., Blake, M., Nguyen, T., Majmudar, I., Moodie, M., & Ananthapavan, J. (2023). Consumer willingness to pay for healthier food products: a systematic review. Obesity Reviews, 24(1), e13525. doi: 10.1111/obr.13525

Berrebi, L., Turquier, L., Kurth, T., & Taylor, L. (2023). Whetting consumers' appetite for sustainable foods. Boston Consulting Group. https://www.bcg.com/publications/2023/whetting-consumers-appetite-for-sustainable-foods

Borges, C. A., & Jaime, P. C. (2022). Ambiente alimentar do consumidor: definição, características, indicadores e instrumentos de auditoria. In L. L. Mendes, M. C. Pessoa, & B. V. de L. Costa (Orgs.), Ambiente alimentar: saúde e nutrição (pp. 87-97). Rio de Janeiro: Rubio.

Caccialanza A , Casati M , Muzzillo M , Iuffmann Ghezzi A (2026). How retail marketing levers influence demand for plant-based products: a revealed preference analysis across food categories and urbanization levels. Revista Britânica de Alimentos, 128 (3), 1209–1234. doi: 10.1108/bfj-10-2024-1093

Canto, N. M., Jaime, P. C., & Monteiro, C. A. (2020). Instrumentos para avaliação do ambiente alimentar em estabelecimentos comerciais de alimentos no Brasil: revisão sistemática. Cadernos de Saúde Pública, 36(8), e00097819. doi: 10.1590/0102-311x00097819

Carvalho, A. M. de, Verly, E., Jr., Marchioni, D. M., & Jones, A. D. (2021). Measuring sustainable food systems in Brazil: a framework and multidimensional index to evaluate socioeconomic, nutritional, and environmental aspects. World Development, 143(1), 105470. doi: 10.1016/j.worlddev.2021.105470

Clark, M. A., Domingo, N. G. G., Colgan, K., Thakrar, S. K., Tilman, D., Lynch, J., Azevedo, I. L., & Hill, J. D. (2020). Global food system emissions could preclude achieving the 1.5° and 2°C climate change targets. Science, 370(6517), 705-708. doi: 10.1126/science.aba7357

Clark, M. A., Springmann, M., Hill, J., & Tilman, D. (2019). Multiple health and environmental impacts of foods. Proceedings of the National Academy of Sciences, 116(46), 23357-23362. doi: 10.1073/pnas.1906908116

Clark, M. A., Springmann, M., Rayner, M., Scarborough, P., Hill, J., Tilman, D., Macdiarmid, J. I., Fanzo, J., Bandy, L., & Harrington, R. A. (2022). Estimating the environmental impacts of 57,000 food products. Proceedings of the National Academy of Sciences, 119(33), e2120584119. doi: 10.1073/pnas.2120584119

Cook, B., Costa Leite, J., Rayner, M., Stoffel, S., van Rijn, E., & Wollgast, J. (2023). Interação do consumidor com a rotulagem de sustentabilidade em produtos alimentícios: uma revisão narrativa da literatura. Nutrients, 15(17), 3837. doi: 10.3390/nu15173837

Costa-Catala, J., Toro-Funes, N., Comas-Basté, O., Hernández-Macias, S., Sánchez-Pérez, S., Latorre-Moratalla, M. L., Veciana-Nogués, M. T., Castell-Garralda, V., & Vidal-Carou, M. C. (2023). Comparative assessment of the nutritional profile of meat products and their plant-based analogues. Nutrients, 15(12), 2807. doi: 10.3390/nu15122807

Curtain, F., & Grafenauer, S. (2019). Plant-based meat substitutes in the flexitarian age: an audit of products on supermarket shelves. Nutrients, 11(11), 2603. doi: 10.3390/nu11112603

Cutroneo, S., Angelino, D., Tedeschi, T., Pellegrini, N., & Martini, D. (2022). Nutritional quality of meat analogues: results from the Food Labelling of Italian Products (FLIP) project. Frontiers in Nutrition, 9(1), 852831. doi: 10.3389/fnut.2022.852831

Deggerone, Z. A., Wiederkehr, F., & Bombardelli, C. L. (2023). Características do acesso aos alimentos em Erechim, Rio Grande do Sul, Brasil. Confins, 57(1), Article e52555. doi: 10.4000/confins.52555

Duran, A. C., Roux, A. V. D., Latorre, M. D. R. D., & Jaime, P. C. (2013). Neighborhood socioeconomic characteristics and differences in the availability of healthy food stores and restaurants in Sao Paulo, Brazil. Health & Place, 23(1), 39-47. doi: 10.1016/j.healthplace.2013.05.001

Engels, S., Hansmann, R., & Scholz, R. (2010). Toward a sustainability label for food products: an analysis of experts' and consumers' acceptance. Ecology of Food and Nutrition, 49(1), 30-60. doi: 10.1080/03670240903433154

Garnett, T. (2016). Plating up solutions. Science, 353(6305), 1202-1204. doi: 10.1126/science.aah4765

Glanz, K., Sallis, J. F., Saelens, B. E., & Frank, L. D. (2007). Nutrition environment measures survey in stores (NEMS-S): development and evaluation. American Journal of Preventive Medicine, 32(4), 282-289. doi: 10.1016/j.amepre.2006.12.019

Grasso, A. C., Hung, Y., Olthof, M. R., Verbeke, W., & Brouwer, I. A. (2019). Understanding meat consumption: attitudes, motives and dietary transitions. Food Quality and Preference, 73(1), 82-93. doi: 10.1016/j.foodqual.2018.11.011

Grunert, K., Sonntag, W., Glanz-Chanos, V., & Forum, S. (2018). Consumer interest in environmental impact, safety, health and animal welfare aspects of modern pig production: results of a cross-national choice experiment. Meat Science, 137(1), 123-129. doi: 10.1016/j.meatsci.2017.11.022

Hartmann, C., & Siegrist, M. (2017). Consumer perception and behaviour regarding sustainable protein consumption: a systematic review. Trends in Food Science & Technology, 61(1), 11-25. doi: 10.1016/j.tifs.2016.12.006

Hasegawa, T., Havlík, P., Frank, S., Palazzo, A., & Valin, H. (2019). Tackling food consumption inequality to fight hunger without pressuring the environment. Nature Sustainability, 2(9), 826-833. doi: 10.1038/s41893-019-0371-6

He, Y., & Tsvetkova, M. (2025). High socioeconomic status is associated with diverse consumption across brands and price levels. https://arxiv.org/abs/2506.13840

Henchion, M., Hayes, M., Mullen, A. M., Fenelon, M., & Tiwari, B. (2017). Future protein supply and demand: Strategies and factors influencing a sustainable equilibrium. Foods, 6(7), Article 53. https://doi.org/10.3390/foods6070053

Hötzel, M. J., & Vandresen, B. (2022). Brazilians' attitudes to meat consumption and production: present and future challenges to the sustainability of the meat industry. Meat Science, 192(1), 108893. doi: 10.1016/j.meatsci.2022.108893

Hurrell, R., & Egli, I. (2010). Iron bioavailability and dietary reference values. American Journal of Clinical Nutrition, 91(5), 1461S-1467S. doi: 10.3945/ajcn.2010.28674F

Instituto Pereira Passos (2023). Índice de progresso social da cidade do Rio de Janeiro. https://ips-rio-pcrj.hub.arcgis.com/

Instrução Normativa nº 75, de 08 de outubro de 2020 (2020). Agência Nacional de Vigilância Sanitária (ANVISA). https://anvisalegis.datalegis.net/.../numeroAto=00000075

International Organization for Standardization (2022). ISO 14020: environmental statements and programmes for products — principles and general requirements (3nd ed.). ISO.

Jiang, Y., Wang, H., Jin, S., & Delgado, M. S. (2019). The promising effect of a green food label in the new online market. Sustainability, 11(3), 796. doi: 10.3390/su11030796

Kortetmäki, T., & Oksanen, M. (2021). Is there a convincing case for climate veganism? Agriculture and Human Values, 38(3), 729-740. doi: 10.1007/s10460-020-10182-x

Kyriakopoulou, K., Keppler, J. K., & van der Goot, A. J. (2021). Functionality of ingredients and additives in plant-based meat analogues. Foods, 10(3), 600. doi: 10.3390/foods10030600

LendingTree (2024). Organic vs. conventional produce study: organic produce costs 52.6% more on average. https://www.lendingtree.com/debt-consolidation/organic-vs-conventional-study/

Lenormand, M., Samaniego, H., Chaves, J. C., Fonseca Vieira, V. da, Silva, M. A. H. B. da, & Evsukoff, A. G. (2020). Entropy as a measure of attractiveness and socioeconomic complexity in Rio de Janeiro Metropolitan Area. Entropy, 22(3), 368. doi: 10.3390/e22030368

Liu, Y., Song, S., Gittelsohn, J., Jiang, N., Hu, J., Ma, Y., & Wen, D. (2019). Adaptation and validation of the Chinese version of the nutrition environment measurement tool for stores. International Journal of Environmental Research and Public Health, 16(5), 782. doi: 10.3390/ijerph16050782

Lou, K. J. Q., Rajaram, N. N., & Say, Y. H. (2024). Availability, price and nutritional assessment of plant-based meat alternatives in hypermarkets and supermarkets in Petaling, the most populated district in Malaysia. Plos One, 19(12), e0309507. doi: 10.1371/journal.pone.0309507

Manian, C. (2023). What's the environmental impact of your favorite protein choices? Real Simple. https://www.realsimple.com/environmental-impact-different-proteins-7375705

McBey, D., McCormick, B. J. J., Hussain, M., & Macdiarmid, J. I. (2024). Does sociodemographic strata determine local access to plant-based meat alternatives? Proceedings of the Nutrition Society, 83(OCE4), E350. doi: 10.1017/S0029665124005883

Neff, R. A., Edwards, D., Palmer, A., Ramsing, R., Righter, A., & Wolfson, J. (2018). Reducing meat consumption in the USA: a nationally representative survey of attitudes and behaviours. Public Health Nutrition, 21(10), 1835-1844. doi: 10.1017/S1368980017004190

Núcleo de Estudos e Pesquisas em Alimentação (2011). Tabela brasileira de composição de alimentos (4a ed., rev. e exp.). NEPA-UNICAMP. http://www.nepa.unicamp.br/taco/

OpenStreetMap Contributors (2026). Map of Rio de Janeiro, Brazil. OpenStreetMap. https://www.openstreetmap.org

Poore, J., & Nemecek, T. (2018). Reducing food's environmental impacts through producers and consumers. Science, 360(6392), 987-992. doi: 10.1126/science.aaq0216

Resolução da Diretoria Colegiada (RDC) nº 429, de 08 de outubro de 2020. (2020). Agência Nacional de Vigilância Sanitária. https://anvisalegis.datalegis.net/.../numeroAto=00000429

Rizzolo-Brime, L., Orta-Ramirez, A., Puyol Martin, Y., & Jakszyn, P. (2023). Nutritional assessment of plant-based meat alternatives: a comparison of nutritional information of plant-based meat alternatives in Spanish supermarkets. Nutrients, 15(6), 1325. doi: 10.3390/nu15061325

Röös, E., Bajželj, B., Smith, P., Patel, M., Little, D., & Garnett, T. (2017). Greedy or needy? Land use and climate impacts of food in 2050 under different livestock futures. Global Environmental Change, 47, 1–12. https://doi.org/10.1016/j.gloenvcha.2017.09.001

Smoluk-Sikorska, J. (2024). Differences between prices of organic and conventional food in Poland. Agriculture, 14(12), 2308. doi: 10.3390/agriculture14122308

Sogari, G., Andreani, G., Livat, F., Lefebvre, M., Menozzi, D., & Mora, C. (2025). Understanding young consumers' motivations for purchasing plant-based burgers: insights from the means-end chain theory. Agricultural Economics, 13(37), 1-31. doi: 10.1186/s40100-025-00372-8

Song, M., Fung, T. T., Hu, F. B., Willett, W. C., Longo, V. D., Chan, A. T., & Giovannucci, E. L. (2016). Association of animal and plant protein intake with all-cause and cause-specific mortality. JAMA Internal Medicine, 176(10), 1453-1463. doi: 10.1001/jamainternmed.2016.4182

Stanišić, N., Kurćubić, V. S., Stajić, S. B., Tomasevic, I. D., & Tomasevic, I. (2025). Integration of dietary fibre for health benefits, improved structure, and nutritional value of meat products and plant-based meat alternatives. Foods, 14(12), 2090. doi: 10.3390/foods14122090

Stoyanov, S. (2017). An Analysis of Abraham H. Maslow's A Theory of Human Motivation. (1st ed.) Taylor & Francis. https://doi.org/10.4324/9781912282517

Summerhayes, L., Baker, D., & Vella, K. (2024). Food diversity and accessibility enabled urban environments for sustainable food consumption: a case study of Brisbane, Australia. Humanities and Social Sciences Communications, 11(1), 1386. doi: 10.1057/s41599-024-03724-9

Tetteh, H., Bala, A., Fullana-i-Palmer, P., Balcells, M., Margallo, M., Aldaco, R., & Puig, R. (2022). Carbon footprint: the case of four chicken meat products sold on the Spanish market. Foods, 11(22), 3712. doi: 10.3390/foods11223712

Tiboni-Oschilewski, O., Abarca, M., Santa Rosa Pierre, F., Rosi, A., Biasini, B., Menozzi, D., & Scazzina, F. (2024). Strengths and weaknesses of food eco-labeling: a review. Frontiers in Nutrition, 11(1), 1381135. doi: 10.3389/fnut.2024.1381135

Tilman, D., & Clark, M. (2014). Global diets link environmental sustainability and human health. Nature, 515(7528), 518-522. doi: 10.1038/nature13959

Watanabe, F., Yabuta, Y., Bito, T., & Teng, F. (2014). Vitamin B12-containing plant food sources for vegetarians. Nutrients, 6(5), 1861-1873. doi: 10.3390/nu6051861

Willett, W., Rockström, J., Loken, B., Springmann, M., Lang, T., Vermeulen, S., Garnett, T., Tilman, D., DeClerck, F., Wood, A., Jonell, M., Clark, M., Gordon, L. J., Fanzo, J., Hawkes, C., Zurayk, R., Rivera, J. A., Vries, W. de, Majele Sibanda, L., … Murray, C. J. L. (2019). Food in the anthropocene: the EAT–Lancet Commission on healthy diets from sustainable food systems. The Lancet, 393(10170), 447-492. doi: 10.1016/S0140-6736(18)31788-4

World Health Organization (2025). Sodium reduction. WHO. https://www.who.int/news-room/fact-sheets/detail/sodium-reduction

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Published

2026-03-31

How to Cite

Santos, E. de S. M. dos, Chávez, D. W. H., & Ayres, E. M. M. (2026). Availability, nutritional quality, and ecological labeling of animal-based products and plant-based analogues in Brazil. Semina: Ciências Agrárias, 47(1), 95–118. https://doi.org/10.5433/1679-0359.2026v47n1p95

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