Evidence map›Paper›PMID 36297121›Full record

ArticleNutrients2022

Consumer Awareness of the Degree of Industrial Food Processing and the Association with Healthiness-A Pilot Study.

Dieuwerke Bolhuis, Ana Carolina Mosca, Nicoletta Pellegrini

Abstract read
In one paragraph

Article in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Food Processing Knowledge in Relation to Healthiness and Self-Reported Understanding of the Health Star Rating in Australia.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026
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  7. Review
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  11. Ultra-Processed Foods and Dietetic Practice: Findings From a Survey and Focus Group With UK Dietitians.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
    Article
  12. Review
  13. Article
  14. Article
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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

3 authors.

Dieuwerke BolhuisFood Quality and Design, Wageningen University and Research, P.O. Box 17, 6700 AA Wageningen, The Netherlands.ORCID 0000-0001-6734-5191
Ana Carolina MoscaFood and Drug Department, University of Parma, 43124 Parma, Italy.ORCID 0000-0003-3409-5776
Nicoletta PellegriniFood Quality and Design, Wageningen University and Research, P.O. Box 17, 6700 AA Wageningen, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Consumption of ultraprocessed foods (UPFs) has been associated with lower diet quality, obesity, and adverse health effects. Not much is known about how consumers evaluate the degree of processing of a food product and how they relate this to healthiness. An online questionnaire was completed by a total of 277 Dutch, 204 Italian, and 181 Brazilian consumers. Consumers were aged 18-65 year, mean 38 ± 13 year, 31% were males, and 71% were highly educated. Pictures of several common food products were evaluated on the degree of industrial processing and healthiness. Thirteen food categories were included, each including one minimally processed food (MPF), one High NS_UPF (Nutri-Score A or B), and one Low NS_UPF (Nutri-Score D or E). Lastly, knowledge and attitude about UPFs were assessed. Ultraprocessing was perceived as unhealthy by the majority of consumers (Dutch, Italian: 55%; Brazilian: 75%) and contributed to weight gain according to: 38% Dutch, 51% Italian, and 70% Brazilian consumers. Low NS_UPFs were correctly rated toward "processed" and "not healthy" in all countries. High NS_UPF were rated as processed but showed large variations in healthiness scores. In conclusion, consumers rated UPFs relatively low in healthiness compared with MPFs with similar Nutri-Scores within the same food category. These preliminary findings suggest that consumers incorporate, to some extent, the degree of industrial processing while assessing the healthiness of food products.

Indexed as

Fast FoodsFood HandlingDietFemaleHumansMaleNutritive ValuePilot Projectsconsumer awarenesshealthiness perceptionindustrial food processingNOVA classificationNutri-Scoreultraprocessed foods

Identifiers

PMID36297121
PMCPMC9610034

What OpenQuestion holds

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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.