Trial reportNutrients2018
Are Front-of-Package Warning Labels More Effective at Communicating Nutrition Information than Traffic-Light Labels? A Randomized Controlled Experiment in a Brazilian Sample.
Trial report in Nutrients, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers.
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.
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.
Who cites it
77 citing papers in PubMed.
- A Randomized Intercept Survey Trial to Test the Effectiveness of Multiple Traffic Light Labels on Online Grocery Shopping Behaviors in Bahrain.Nutrients · 2026Trial
- Effects of front-of-package nutrition labelling systems on objective understanding and purchase intention in El Salvador: results from a multi-arm parallel-group randomised controlled trial.European journal of nutrition · 2025Trial
- Traffic Light Labels and Dietary Behavior Change: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Trial
- Becoming Healthier without Paying More? Experimental Evidence from the Impact of Multiple Traffic Lights on Chinese College Students.Nutrients · 2024Trial
- Trial
- Effect of Climate Change Impact Menu Labels on Fast Food Ordering Choices Among US Adults: A Randomized Clinical Trial.JAMA network open · 2022Trial
- Impact of front-of-pack labels on the perceived healthfulness of a sweetened fruit drink: a randomised experiment in five countries.Public health nutrition · 2022Trial
- An Experimental Study Evaluating the Influence of Front-of-Package Warning Labels on Adolescent's Purchase Intention of Processed Food Products.International journal of environmental research and public health · 2022Trial
- Trial
- A comparative assessment of two different front-of-package nutrition label designs: A randomized experiment in Brazil.PloS one · 2022Trial
- Performance and perception on front-of-package nutritional labeling models in Brazil.Revista de saude publica · 2021Trial
- Effectiveness of Different Front-of-Pack Nutrition Labels among Italian Consumers: Results from an Online Randomized Controlled Trial.Nutrients · 2020Trial
- Impact of front-of-pack nutrition labels on consumer purchasing intentions: a randomized experiment in low- and middle-income Mexican adults.BMC public health · 2020Trial
- How should sugar-sweetened beverage health warnings be designed? A randomized experiment.Preventive medicine · 2019Trial
- Estimated health and economic effects of different salt reduction strategies on cardiovascular disease in Brazil: a microsimulation analysis.Scientific reports · 2026Article
- Consumer understanding, preferences and acceptance of front-of-pack labels in Thailand: foundational evidence for policy development.Public health nutrition · 2026Article
- Scoping review of evidence on front-of-pack warning labels and nutrition and health variables in Peru.Revista panamericana de salud publica = Pan American journal of public health · 2026Review
- Sociodemographic differences in the understanding of front-of-pack nutrition labeling, perception of healthfulness, and food purchase intention in Brazil.Food & nutrition research · 2026Article
- Brazilian front-of-package nutrition labeling: consumer perceptions on social media platform X.Frontiers in nutrition · 2025Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBrazil is currently debating the implementation of front-of-package labels. This study tested if Warning labels (WLs) improved consumer understanding, perceptions, and purchase intentions compared to Traffic-Light labels (TLLs) in 1607 Brazilian adults.
methodsIn this online, randomized controlled experiment participants saw images of 10 products and answered questions twice-once in a no-label, control condition and then again in a randomly assigned label condition. The relative differences in responses between WLs and TLLs between control and label conditions were estimated using one-way ANOVAs or Chi-square tests.
resultsPresenting WLs on products compared to TLLs helped participants: (i) improve their understanding of excess nutrient content (27.0% versus 8.2%,
conclusionsWLs would be more effective at improving consumer food choices.
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Registered trials
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.