Evidence map›Paper›PMID 29656934›Full record

ArticleJournal of the Academy of Nutrition and Dietetics2018

Reliability and Validity of Digital Imagery Methodology for Measuring Starting Portions and Plate Waste from School Salad Bars.

Melanie K Bean, Hollie A Raynor, Laura M Thornton, Alexandra Sova, Mary Dunne Stewart, Suzanne E Mazzeo

Abstract read
In one paragraph

Article in Journal of the Academy of Nutrition and Dietetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

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

  1. A systematic review of school meal nudge interventions to improve youth food behaviors.The international journal of behavioral nutrition and physical activity · 2020
    Pooled it
  2. Trial
  3. Validity of Weighed and Digital Photography Diet Estimation Study in a Childcare Setting.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
    Article
  4. Impact of school salad bars on fruit and vegetable selection, intake, and waste in Mid-Atlantic elementary schools.The international journal of behavioral nutrition and physical activity · 2025
    Observational
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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.

Melanie K Bean
Hollie A Raynor
Laura M Thornton
Alexandra Sova
Mary Dunne Stewart
Suzanne E Mazzeo

Funding

The Impact of Salad Bars on Fruit, Vegetable, and Energy Intake in Elementary SchoolsR03HD088985 · NICHD · VIRGINIA COMMONWEALTH UNIVERSITY · PI BEAN, MELANIE K · 2016 to 2017
$153k
NICHD NIH HHS R03 HD088985
6 · The paper itself

Abstract

backgroundScientifically sound methods for investigating dietary consumption patterns from self-serve salad bars are needed to inform school policies and programs.

objectiveTo examine the reliability and validity of digital imagery for determining starting portions and plate waste of self-serve salad bar vegetables (which have variable starting portions) compared with manual weights. DESIGN/

methodsIn a laboratory setting, 30 mock salads with 73 vegetables were made, and consumption was simulated. Each component (initial and removed portion) was weighed; photographs of weighed reference portions and pre- and post-consumption mock salads were taken. Seven trained independent raters visually assessed images to estimate starting portions to the nearest ¼ cup and percentage consumed in 20% increments. These values were converted to grams for comparison with weighed values. STATISTICAL ANALYSES: Intraclass correlations between weighed and digital imagery-assessed portions and plate waste were used to assess interrater reliability and validity. Pearson's correlations between weights and digital imagery assessments were also examined. Paired samples t tests were used to evaluate mean differences (in grams) between digital imagery-assessed portions and measured weights.

resultsInterrater reliabilities were excellent for starting portions and plate waste with digital imagery. For accuracy, intraclass correlations were moderate, with lower accuracy for determining starting portions of leafy greens compared with other vegetables. However, accuracy of digital imagery-assessed plate waste was excellent. Digital imagery assessments were not significantly different from measured weights for estimating overall vegetable starting portions or waste; however, digital imagery assessments slightly underestimated starting portions (by 3.5 g) and waste (by 2.1 g) of leafy greens.

conclusionsThis investigation provides preliminary support for use of digital imagery in estimating starting portions and plate waste from school salad bars. Results might inform methods used in empirical investigations of dietary intake in schools with self-serve salad bars.

Indexed as

Food ServicesHumansObserver VariationPhotographyPortion SizeReproducibility of ResultsSchool Health ServicesWaste ProductsWaste ProductsElementary schoolNutrition policyPlate wasteSalad barsSchool lunch

Identifiers

PMID29656934
PMCPMC6064651

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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.