Evidence map›Paper›PMID 40607027›Full record

ArticleFrontiers in nutrition2025

Assessing nutritional composition and ingredients of packaged foods in Brazil: an in-store census method for creating a comprehensive food label database.

Mariana Vieira Dos Santos Kraemer, Ana Carolina Fernandes, Maria Cecília Cury Chaddad, Tailane Scapin, Beatriz Vasconcellos de Barros, Elisa Milano, Marina Padovan, Paula Lazzarin Uggioni, Greyce Luci Bernardo, Neha Khandpur and 2 more

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Mariana Vieira Dos Santos KraemerNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Ana Carolina FernandesNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Maria Cecília Cury ChaddadMovimento Põe no Rótulo, São Paulo, Brazil.
Tailane ScapinNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Beatriz Vasconcellos de BarrosNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Elisa MilanoNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Marina PadovanNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Paula Lazzarin UggioniNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Greyce Luci BernardoNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.
Neha KhandpurDivision of Human Nutrition and Health, Wageningen University, Wageningen, Netherlands.
Gastón AresSensometrics and Consumer Science, Instituto Polo Tecnológico de Pando, Facultad de Química, Universidad de la República, Montevideo, Uruguay.
Rossana Pacheco da Costa ProençaNutrition in Foodservice Research Centre, Nutrition Postgraduate Program, Federal University of Santa Catarina, Florianópolis, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The consumption of ultra-processed packaged foods has surged worldwide with important health implications. It is pertinent to study the composition of packaged foods through information provided on labels. However, there is limited methodological discussion in the field. This study aimed at discussing methodological evolution and challenges of in-store census methods for assessing the composition of packaged foods, and characterizing a Brazilian food label database. Methods: The first Brazilian food label database reported in the scientific literature, based on data of in-store census method, was created in 2010 by the Nutrition in Foodservice Research Centre (NUPPRE at the Federal University of Santa Catarina). The in-store census method involves collecting primary data directly from the labels of packaged foods available for sale through retail food outlets. In 2020, the in-store census was carried out in partnership with the FoodSwitch Program. The NUPPRE/FoodSwitch Brazil 2020 database was developed in four steps: pre-data collection, data collection, data tabulation, and database construction and processing. The database was characterized by calculating the prevalence of foods per food group and foods that declared mandatory nutrition and health information on food labels according to Brazilian regulation. Results: The nutritional profile and ingredients of packaged foods was obtained from four food label censuses (2010, 2011, 2013 and 2020), supporting the Brazilian government on food labeling regulations and public policies. The experience prompted reflections about the methodological aspects of food label studies, and enabled improvements to the research process, such as a more accurate data collection, the inclusion of all packaged foods and beverages available for sale in the supermarket and the inclusion of more variables to the analysis. It is noteworthy the relevance of building nationwide food labeling databases. However, there are important challenges regarding the costs and efforts needed to maintain and update the data, especially in continental countries such as Brazil. The NUPPRE/FoodSwitch Brazil 2020 database consists of 7,828 packaged foods, 94% of the sampled brands sold nationwide. Most foods presented the mandatory information according to Brazilian regulation. Conclusion: This study proposed a series of methodological procedures to be carefully considered, designed, and executed during planning, data collection, data tabulation, and database processing. Greater rigor and detail are needed in the methods section of scientific articles, to aid replication.

Indexed as

ingredient listmethodsnutrition informationnutrition labelingsupermarketsultra-processed foods

Identifiers

PMID40607027
PMCPMC12218245

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.