Evidence map›Paper›PMID 40420193›Full record

ArticleThe international journal of behavioral nutrition and physical activity2025

Typology of out-of-home eaters: a description of sociodemographic, lifestyle, nutritional and environmental characteristics in the NutriNet-Santé cohort.

Emma Meyer, Benjamin Allès, Justine Berlivet, Sandrine Péneau, Alice Bellicha, Mathilde Touvier, Brigitte Langevin, Philippe Pointereau, Denis Lairon, Serge Hercberg and 2 more

Registry-linked trialAbstract read
In one paragraph

Article in The international journal of behavioral nutrition and physical activity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03335644 (The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

NCT03335644 recruitingnot on this map

The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors

TypeobservationalSponsorUniversity of Paris 13Ran2009 to 2029Enrolled170,000ConditionsDiet, Food, and Nutrition, Exercise, Diseases Category, Cohort Studies
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Emma MeyerCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France. emma.meyer@eren.smbh.univ-paris13.fr.
Benjamin AllèsCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Justine BerlivetCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Sandrine PéneauCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Alice BellichaCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Mathilde TouvierCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Brigitte LangevinSolagro, 75 Voie TOEC, Toulouse Cedex 3, F-31076, France.
Philippe PointereauSolagro, 75 Voie TOEC, Toulouse Cedex 3, F-31076, France.
Denis LaironAix Marseille Université, Inserm, INRAE, C2VN, Marseille, 13005, France.
Serge HercbergCenter of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Emmanuelle Kesse-Guyot *Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.
Julia Baudry *Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, Inserm, INRAE, CNAM, Bobigny, F-93017, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe out-of-home (OOH) food sector holds the potential to promote healthier and more sustainable diets on a large scale given the high number of people eating OOH regularly. However, information about socioeconomic and dietary characteristics of OOH eaters is limited. This study aimed to identify a typology of OOH consumers by frequency and type of meal consumed OOH and their associated sociodemographic, lifestyle, nutritional, and environmental characteristics.

methodsBased on a sub-sample of adults of the French NutriNet-Santé cohort who completed a food frequency questionnaire and a questionnaire on OOH consumption habits in 2014 (n = 29,140, mean age: 53.6 (SD = 14.0) years, 74.3% women), we conducted a Multiple Factor Analysis followed by a clustering procedure. AN(C)OVA models were then used to examine the associations between the identified clusters and socio-demographic, lifestyle, and diet-related characteristics (using dietary scores and environmental indicators including greenhouse gas emissions, land use and energy consumption).

resultsWe identified five clusters based on their OOH consumption patterns: Weekday-only eaters (19%), Frequent weekday and weekend eaters (24%), Organic eaters (6%), Weekend and evening eaters (19%), and Home-only eaters (32%). Weekday-only eaters were younger, more likely to be professionally active and to have children at home than the other groups. Frequent weekday and weekend eaters, with the highest OOH consumption, had the lowest dietary quality and the highest diet-related environmental impacts and consisted mostly of younger women with higher socioeconomic status. Organic eaters, often living in urban areas and following specific diets such as vegan or vegetarian ones, had the best dietary quality and the lowest diet-related environmental impacts. Weekend and evening eaters and Home-only eaters had a higher proportion of retired individuals, with Weekend and evening eaters also showing a greater proportion of high-income individuals.

conclusionsOur findings indicate a lower dietary quality and higher dietary environmental impacts among frequent OOH eaters, whereas those with higher organic consumption showed opposite trends. This study contributes to the understanding of different OOH consumer characteristics and could provide a basis for further research in the field.

trial registrationThe study was registered at ClinicalTrials.gov (NCT03335644).

Indexed as

DietFeeding BehaviorLife StyleAdultAgedCohort StudiesEnvironmentFemaleFranceHumansMaleMiddle AgedNutritional StatusSociodemographic FactorsSocioeconomic FactorsSurveys and QuestionnairesDietary behavioursDiet qualityDiet sustainabilityEating out of homeObservational study

Identifiers

PMID40420193
PMCPMC12107787

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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.