Evidence map›Paper›PMID 40143737›Full record

ArticlePublic health nutrition2025

A novel FFQ for Brazilian adults based on the Nova classification system: development, reproducibility and validation.

Evelyn Oliveira da Silva Frade, Kamila Tiemann Gabe, Caroline Dos Santos Costa, Daniela Neri, Euridice Martínez-Steele, Fernanda Rauber, Josiane Steluti, Renata Bertazzi Levy, Maria Laura da Costa Louzada

Abstract readValidation Study
In one paragraph

Article in Public health nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Food Frequency Questionnaires Validated in Brazil: A Scoping Review.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026
    Article
  6. Development and Validation of a New Tool for Assessing the Intake of Ultra-Processed Foods in Adult Population: GR-UPFAST.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
    Article
  7. Article
  8. Article
  9. 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

9 authors.

Evelyn Oliveira da Silva FradePostgraduate Program in Nutrition and Health, Department of Nutrition, School of Public Health, University of São Paulo (USP), São Paulo, Brazil.ORCID 0000-0003-2382-3790
Kamila Tiemann GabeCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0001-5138-9552
Caroline Dos Santos CostaCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-3522-1546
Daniela NeriCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0003-1397-9126
Euridice Martínez-SteeleCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-2907-3153
Fernanda RauberCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0001-9693-7954
Josiane StelutiPublic Policies and Collective Health Department, Health and Society Institute, Federal University of Sao Paulo, Santos, Brazil.ORCID 0000-0001-7629-4189
Renata Bertazzi LevyCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0001-5388-7002
Maria Laura da Costa LouzadaCentre for Epidemiological Studies in Nutrition and Health, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-3756-2301

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo describe the development and validation of the Nova FFQ (NovaFFQ) for Brazilian adults.

designThe NovaFFQ is a self-administered, semi-quantitative questionnaire. The food list includes the most consumed foods and drinks based on 2017-2018 National Food Intake Survey data. We identified and differentiated foods that could be classified into multiple Nova groups. We assessed reproducibility and criterion validity using the percent energy contribution of each Nova group. Reproducibility was assessed by comparing NovaFFQ estimates on two occasions. Criterion validity was assessed by comparing the first NovaFFQ estimate against the mean of two Nova24h recalls. We estimated the intraclass correlation coefficients (ICC) for both analyses and assessed the agreement of classification into quintiles using the prevalence-and-bias-adjusted kappa coefficients for criterion validity analysis.

settingNationwide Brazilian study, the NutriNet-Brasil cohort.

participantsThere were 243 participants in the reproducibility analysis and 376 in the criterion validity analysis.

resultsStrong reproducibility was observed, with an ICC of 0·91 for all the Nova groups. Criterion validity showed a moderate ICC, ranging from 0·61 for processed and ultra-processed foods (UPF) to 0·65 for unprocessed and minimally processed foods. Substantial agreement in ranking individuals across quintiles was found, as indicated by the prevalence-and-bias-adjusted kappa (PABAK = 0·74, 0·72, 0·70 and 0·73 for unprocessed and minimally processed foods, culinary ingredients and processed and ultra-processed foods, respectively).

conclusionsThe NovaFFQ is a valid instrument for assessing food consumption by processing level, especially for discriminating individuals according to the magnitude of consumption in all Nova groups.

Indexed as

DietDiet SurveysAdultBrazilCohort StudiesFemaleHumansMaleMiddle AgedReproducibility of ResultsSurveys and QuestionnairesYoung AdultDietary intakeNova systemNutritional epidemiologySurveys and questionnaires

Identifiers

PMID40143737
PMCPMC12100568

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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.