Evidence map›Paper›PMID 30944052›Full record

ArticlePublic health nutrition2019

Measuring lunchtime consumption in school cafeterias: a validation study of the use of digital photography.

Mariel Marcano-Olivier, Mihela Erjavec, Pauline J Horne, Simon Viktor, Ruth Pearson

Abstract readValidation Study
In one paragraph

Article in Public health nutrition, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Review
  2. [Application of Digital Nutrition Technologies in Adult Weight Management].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025
    Article
  3. Review
  4. Article
  5. Article
  6. Observational
  7. Article
  8. Article
  9. 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

5 authors.

Mariel Marcano-OlivierThe Centre for Activity and Eating Research,Bangor University,School of Psychology,Brigantia,Penrallt Road,Bangor,Gwynedd,LL57 2AS,UK.ORCID 0000-0003-4091-8185
Mihela ErjavecThe Centre for Activity and Eating Research,Bangor University,School of Psychology,Brigantia,Penrallt Road,Bangor,Gwynedd,LL57 2AS,UK.
Pauline J HorneThe Centre for Activity and Eating Research,Bangor University,School of Psychology,Brigantia,Penrallt Road,Bangor,Gwynedd,LL57 2AS,UK.
Simon ViktorThe Centre for Activity and Eating Research,Bangor University,School of Psychology,Brigantia,Penrallt Road,Bangor,Gwynedd,LL57 2AS,UK.
Ruth PearsonThe Centre for Activity and Eating Research,Bangor University,School of Psychology,Brigantia,Penrallt Road,Bangor,Gwynedd,LL57 2AS,UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe present study tested the validity of a digital image-capture measure of food consumption suitable for use in busy school cafeterias.

designLunches were photographed pre- and post-consumption, and food items were weighed pre- and post-consumption for comparison.

settingA small research team recorded children's lunchtime consumption in one primary and one secondary school over seven working days.ParticipantsA primary-school sample of 121 children from North Wales and a secondary-school sample of 124 children from the West Midlands, UK, were utilised. Nineteen children were excluded because of incomplete data, leaving a final sample of 239 participants.

resultsResults indicated that (i) consumption estimates based on images were accurate, yielding only small differences between the weight- and image-based judgements (median bias=0·15-1·64 g, equating to 0·45-3·42 % of consumed weight) and (ii) good levels of inter-rater agreement were achieved, ranging from moderate to near perfect (Cohen's κ=0·535-0·819). This confirmed that consumption estimates derived from digital images were accurate and could be used in lieu of objective weighed measures.

conclusionsOur protocol minimised disruption to daily lunchtime routine, kept the attrition low, and enabled better agreement between measures and raters than was the case in the existing literature. Accurate measurements are a necessary tool for all those engaged in nutrition research, intervention evaluation, prevention and public health work. We conclude that our simple and practical method of assessment could be used with children across a range of settings, ages and lunch types.

Indexed as

LunchChildDiet SurveysFemaleFood ServicesHumansMaleObserver VariationPhotographyReproducibility of ResultsSchool Health ServicesSchoolsUnited KingdomCafeteriaConsumptionDigital photographyNutritionSchoolValidationVisual estimation

Identifiers

PMID30944052
PMCPMC10260622

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.