Evidence map›Paper›PMID 40198640›Full record

ArticlePloS one2025

The impact of a low-carbohydrate nutrition education program on food preferences: The correspondence between self-report consumption and supermarket purchases.

Sofia Monteiro, Georgina Pujol-Busquets, James Smith, Kate Larmuth

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Sofia MonteiroGlobal Health Research Group, Kiel Institute for the World Economy, Kiel, Schleswig-Holstein, Germany.ORCID https://orcid.org/0000-0002-5644-6111
Georgina Pujol-BusquetsFaculty of Health Sciences, Universitat Oberta de Catalunya (Open University of Catalonia, UOC), Barcelona, Catalonia, Spain.ORCID https://orcid.org/0000-0001-5711-4314
James SmithHealth through Physical Activity Lifestyle and Sport Research Centre, Sports Science Institute of South Africa, University of Cape Town, Cape Town, Western Cape, South Africa.
Kate LarmuthHealth through Physical Activity Lifestyle and Sport Research Centre, Sports Science Institute of South Africa, University of Cape Town, Cape Town, Western Cape, South Africa.ORCID https://orcid.org/0000-0001-8680-7558

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is reasonable concern that self-reported nutrition assessments do not reflect actual food choices. Yet, a correspondence between both is imperative to evaluate any intervention on food preferences. This paper makes such a comparison. It provides evidence from a low-carbohydrate nutrition education program, which is assessed with both surveys and an incentivized behavioral measure of food choice. The main result is that there is a large correspondence between survey and behavioral measures for our sample of 95 women from two historically underprivileged communities in the Western Cape, South Africa. Compared to the control, the treatment group reported a 35% lower intake from the high-carbohydrate/ ultra-processed food Red List and 60% higher intake from the low-carbohydrate whole foods Green List. The treatment group was also 40% less likely to buy anything from the Red List with a supermarket voucher. In terms of the Green List, the treatment group was significantly more likely to buy eggs, organ meat, traditional fats, avocado and fish but there was no difference in red meat and chicken, non-starchy vegetables and full cream dairy. Low-cost incentivized measures of revealed preferences can be designed to validate subjective habits, increasing confidence in the quality of evidence from nutrition intervention studies.

Indexed as

Diet, Carbohydrate-RestrictedFood MarketsFood PreferencesHealth EducationAdultConsumer BehaviorFemaleHumansMiddle AgedSelf ReportSouth AfricaYoung Adult

Identifiers

PMID40198640
PMCPMC11978070

What OpenQuestion holds

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LicenceCC BY
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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.