Evidence map›Paper›PMID 42870382›Full record

ArticleEuropean journal of sport science2026

The Remote Food Photography Method Is Valid for Assessing Dietary Intake of Serie A Football Players.

Costanza Gavioli, Florentino Huertas Olmedo, Mathieu Lacome, Rossella Dodi, Mauro Mandorino, Julien Louis

Abstract readValidation Study
In one paragraph

Article in European journal of sport science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Costanza GavioliPerformance and Analytics Department, Parma Calcio 1913, Parma, Italy.ORCID https://orcid.org/0000-0002-4797-5214
Florentino Huertas OlmedoFaculty of Physical Education and Sport Sciences, Catholic University of Valencia "San Vicente Martyr", Torrent, Spain.ORCID https://orcid.org/0000-0002-1518-8582
Mathieu LacomeMedical & Performance Department, Paris Saint-Germain Football Club, Poissy, France.
Rossella DodiPerformance and Analytics Department, Parma Calcio 1913, Parma, Italy.
Mauro MandorinoMedical & Performance Department, Paris Saint-Germain Football Club, Poissy, France.
Julien LouisResearch Institute for Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, UK.ORCID https://orcid.org/0000-0002-9109-0958

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To ensure football players meet their nutritional demands, sport nutritionists need to accurately collect and analyse dietary intake. However, dietary assessment methods have limitations. The Remote Food Photography Method (RFPM) is a valid approach, but the validation in real-life settings requires further investigations. This study aims to evaluate validity, accuracy and agreement of analysing energy and macronutrient intake using the RFPM in Serie A football players. Twenty players collected food intake over six nonconsecutive post-training meals representative of three typical training days. Players independently served themselves food from the club's canteen; plates were then weighed and consequently photographed. Energy, carbohydrate (CHO), protein and fat intake were analysed. RFPM demonstrated a very large validity between weighed and estimated values for CHO (rrmcorr (repeated measure correlation) = 0.87, 95% confidence interval [CI]: 0.82-0.92, p < 0.05), protein (rrmcorr = 0.87, 95% CI: 0.81-0.92, p < 0.05), fat (rrmcorr = 0.87, 95% CI: 0.81-0.92, p < 0.05) and energy intake (rrmcorr = 0.85, 95% CI: 0.78-0.90, p < 0.05). Good agreement was observed for CHO -0.83 [-24.41 to 22.75] g, protein 3.23 [-10.87 to 17.33] g, fat 0.85 [-6.96 to 8.66] g and energy 17.27 [-160.41 to 194.95] kcal. There was no systematic bias. Moderate accuracy and acceptable precision, consistent over different training days, were demonstrated for CHO, protein and energy intake. Intra-operator reliability, performed by repeating 30% of the estimations by the same operator, was good for CHO (CV = 4.7%), protein (CV = 3.6%) and energy (CV = 3.8%) and acceptable for fat intake (CV = 7.8%). The study confirms the RFPM is accurate and reliable for assessing energy and macronutrient intake of elite football players in a real-training environment.

Indexed as

Energy IntakeNutrition AssessmentPhotographySoccerAdultDietary CarbohydratesDietary FatsDietary ProteinsHumansMaleReproducibility of ResultsYoung AdultDietary CarbohydratesDietary FatsDietary Proteins

Identifiers

PMID42870382
PMCPMC13662229

What Socratic 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 Socratic graph.