Evidence map›Paper›PMID 38173129›Full record

ArticlePublic health nutrition2024

The environmental impact of beef and ultra-processed food consumption in Brazil.

Gabriela Lopes da Cruz, Maria Laura da Costa Louzada, Jacqueline Tereza da Silva, Josefa Maria Fellegger Garzillo, Fernanda Rauber, Ximena Schmidt Rivera, Christian Reynolds, Renata Bertazzi Levy

Open access · goldAbstract read
In one paragraph

Article in Public health nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
10.6field-weighted citation impact, top 1% of its field
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Sustainable diets: where from and where to?Journal of nutritional science · 2025
    Review
  7. Ten years of the The Dietary Guidelines for the Brazilian Population: history, science and policy.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2025
    Review
  8. Article
  9. Article
  10. Consumption of Meat in Brazil: A Perspective on Social Inequalities and Food and Nutrition Security.International journal of environmental research and public health · 2024
    Article
  11. Article
  12. Review
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

8 authors at 3 institutions in 2 countries.

Gabriela Lopes da CruzDepartment of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-8220-3498
Maria Laura da Costa LouzadaDepartment of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-3756-2301
Jacqueline Tereza da SilvaCenter for Epidemiological Research in Nutrition and Health (NUPENS), University of São Paulo, São Paulo, Brazil.ORCID 0000-0002-6082-8905
Josefa Maria Fellegger GarzilloDepartment of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil.ORCID 0000-0003-1671-5134
Fernanda RauberCenter for Epidemiological Research in Nutrition and Health (NUPENS), University of São Paulo, São Paulo, Brazil.ORCID 0000-0001-9693-7954
Ximena Schmidt RiveraEquitable Development and Resilience Research Group, Department of Chemical Engineering, College of Engineering, Design and Physical Science, Brunel University London, London, UK.ORCID 0000-0003-0157-2679
Christian ReynoldsCentre for Food Policy, City University, London, UK.
Renata Bertazzi LevyCenter for Epidemiological Research in Nutrition and Health (NUPENS), University of São Paulo, São Paulo, Brazil.ORCID 0000-0001-5388-7002
Universidade de São Paulo · BRBrunel University of London · GBCity, University of London · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study evaluated the independent and combined environmental impacts of the consumption of beef and ultra-processed foods in Brazil.

designCross-sectional study.

settingBrazil.

participantsWe used food purchases data from a national household budget survey conducted between July 2017 and July 2018, representing all Brazilian households. Food purchases were converted into energy, carbon footprints and water footprints. Multiple linear regression models were used to assess the association between quintiles of beef and ultra-processed foods in total energy purchases and the environmental footprints, controlling for sociodemographic variables.

resultsBoth beef and ultra-processed foods had a significant linear association with carbon and water footprints (

conclusionsAlthough the environmental footprints associated with beef consumption are higher, dietary patterns with lower consumption of beef and ultra-processed foods combined showed the greatest reduction in carbon and water footprints in Brazil. The high consumption of beef and ultra-processed foods is harmful to human health, as well as to the environment; thus, their reduction is beneficial to both.

Indexed as

Energy IntakeFood, ProcessedAnimalsBrazilCarbonCarbon FootprintCattleCross-Sectional StudiesDietFast FoodsFood HandlingHumansWaterCarbonWaterBrazilCarbon footprintNutritional epidemiologyUltra-processed foodsWater use

Identifiers

PMID38173129
PMCPMC10897569
OpenAlexW4390584785

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.