Evidence map›Paper›PMID 35274701›Full record

ArticleThe Journal of nutrition2022

Correlates of Self-Reported and Functional Understanding of Nutrition Labels across 5 Countries in the 2018 International Food Policy Study.

Jasmin Bhawra, Sharon I Kirkpatrick, Marissa G Hall, Lana Vanderlee, James F Thrasher, David Hammond

Abstract read
In one paragraph

Article in The Journal of nutrition, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
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  10. Sociodemographic differences in nutrition labels effect on Chilean and Mexican youth.Revista panamericana de salud publica = Pan American journal of public health · 2024
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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

6 authors.

Jasmin BhawraSchool of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0001-9926-8442
Sharon I KirkpatrickSchool of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0001-9896-5975
Marissa G HallDepartment of Health Behavior, Gillings School of Global Public Health, and Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.ORCID 0000-0002-8690-9498
Lana VanderleeÉcole de Nutrition, Centre Nutrition, santé et société (Centre NUTRISS), and Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Québec, Canada.ORCID 0000-0001-5384-1821
James F ThrasherDepartment of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.ORCID 0000-0001-6418-4863
David HammondSchool of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0001-8197-6010

Funding

CIHR PJT-162167
6 · The paper itself

Abstract

backgroundNutrition labels on prepackaged foods are an important source of nutrition information; however, differences in comprehension of varying label formats can limit their use and effectiveness.

objectivesThis study examined levels and correlates of consumers' self-reported understanding of Nutrition Facts tables (NFts) and front-of-package (FOP) labels, as well as functional NFt understanding.

methodsAdults (≥18 y) in Australia (n = 3901), Canada (n = 4107), Mexico (n = 4012), the United Kingdom (n = 5121), and the United States (n = 4445) completed online surveys in November/December 2018. Descriptive statistics summarized sample profiles by country. Linear regression models examined the association between label understanding (self-reported NFt and FOP, functional NFt) and consumer dietary behaviors, functional nutrition knowledge, and sociodemographic characteristics. NFt understanding was measured in all countries, with FOP labeling assessed only in Mexico, Australia, and the United Kingdom.

resultsSelf-reported and functional NFt understanding was significantly higher in the United States and Canada (P < 0.0001). In adjusted analyses, functional NFt understanding was significantly higher among women compared to men (P < 0.0001); respondents from the "majority" ethnic group in their respective countries compared with minority ethnic groups (P < 0.0001); those with higher education levels (P < 0.0001) and functional nutrition knowledge compared with their lower education and nutrition knowledge counterparts (P < 0.0001), respectively; and those making efforts to consume less sodium, sugar, or fat compared with those not reporting dietary efforts (P < 0.0001). Self-reported FOP label understanding was significantly higher for interpretive labeling systems in Australia (health star ratings) and the United Kingdom (traffic lights) compared with Mexico's Guideline Daily Amounts (GDAs) (P < 0.0001).

conclusionsNutrition labels requiring greater numeracy skills (i.e., NFts, GDAs) were more difficult for consumers to understand than interpretive FOP labels (i.e., traffic lights). Differences in NFt and FOP label understanding by income adequacy and education suggest potential disparities in labeling policy effects among vulnerable subgroups.

Indexed as

Food LabelingFood PreferencesAdultChoice BehaviorConsumer BehaviorFemaleHumansMaleNutrition PolicyNutritive ValueSelf Reportconsumer understandingfood labeling policyfront-of-package labelinternationalnutrition facts tablenutrition label

Identifiers

PMID35274701
PMCPMC9188861

What OpenQuestion holds

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Registered trials

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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.