Evidence map›Paper›PMID 30217199›Full record

ArticleJournal of the International Society of Sports Nutrition2018

Development and validation of a dietary screener for carbohydrate intake in endurance athletes.

Stéphanie Harrison, Élise Carbonneau, Denis Talbot, Simone Lemieux, Benoît Lamarche

Open access · goldAbstract readValidation Study
In one paragraph

Article in Journal of the International Society of Sports Nutrition, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
0.2field-weighted citation impact, top 47% of its field
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

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

  1. Pooled it
  2. Article
  3. Dietary Intake of Canadian Middle-Aged Endurance Athletes.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
    Article
  4. Article
  5. Article
  6. Development and validation of a food frequency questionnaire for Japanese athletes (FFQJA).Journal of the International Society of Sports Nutrition · 2021
    Article
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 at 1 institution in 1 country.

Stéphanie HarrisonInstitute of Nutrition and Functional Foods (INAF), Pavillon des Services, Laval University, 2440, Hochelaga Boulevard, Quebec City, G1V 0A6, Canada.
Élise CarbonneauInstitute of Nutrition and Functional Foods (INAF), Pavillon des Services, Laval University, 2440, Hochelaga Boulevard, Quebec City, G1V 0A6, Canada.
Denis TalbotDepartment of Social and Preventive Medicine , Laval University, Quebec, G1V 0A6, Canada.
Simone LemieuxInstitute of Nutrition and Functional Foods (INAF), Pavillon des Services, Laval University, 2440, Hochelaga Boulevard, Quebec City, G1V 0A6, Canada.
Benoît LamarcheInstitute of Nutrition and Functional Foods (INAF), Pavillon des Services, Laval University, 2440, Hochelaga Boulevard, Quebec City, G1V 0A6, Canada. benoit.lamarche@fsaa.ulaval.ca.ORCID http://orcid.org/0000-0002-4443-5378
Université Laval · CA

Funding

Canadian Institutes of Health Research FHG 129921
6 · The paper itself

Abstract

backgroundStudies have shown that the majority of endurance athletes do not achieve the minimal recommended carbohydrate (CHO) intake of 6 g/kg of body weight (BW), with potentially negative impacts on recovery and performance. The purpose of this study was to develop and validate a rapid and easy to use dietary screener to identify athletes who do and do not achieve a CHO intake > 6 g/kg BW in the context of endurance sports.

methodsThe dietary screener was developed using multiple logistic regression modeling of data from a sample of 1571 non-athlete adults (826 women and 745 men, mean age 44.75 ± 14.2 years) among whom dietary intake was assessed using a validated web-based food frequency questionnaire (web-FFQ). Three models were developed based on whole food intake using the 5, 10 and 15 most significant variables predicting CHO intake. The three models were then validated in a target population of non-elite endurance athletes having taken part in multisport events (n = 175, 64 women and 111 men, mean age 37.1 ± 11.3 years) and compared using sensitivity, specificity, positive and negative predictive values (PPV and NPV, respectively) and c-statistics.

resultsThe 15-variables model provided significantly better accuracy in predicting CHO intake adequacy in non-elite endurance athletes (c-statistic = 0.94) compared with the 10- and 5-variables model (c-statistic = 0.90 and 0.71 respectively). The 15-variables model predicts CHO intake adequacy in the target population of endurance athlete with a sensitivity of 89.5%, a specificity of 87.3% and PPV and NPV of 77.3 and 94.5%, respectively.

conclusionWe have successfully developed a short and valid dietary screener that identifies endurance athletes at risk of not achieving a CHO intake > 6 g/kg BW. Use of this rapid screener may help alleviate the highly prevalent issue of suboptimal CHO consumption in the endurance sports realm.

Indexed as

Nutritional RequirementsNutrition AssessmentAdultAthletesDietary CarbohydratesFemaleHumansLogistic ModelsMaleMiddle AgedPredictive Value of TestsSensitivity and SpecificitySports Nutritional Physiological PhenomenaDietary CarbohydratesCarbohydratesDietary screenerEndurance athletes

Identifiers

PMID30217199
PMCPMC6137928
OpenAlexW2889971139

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.