Evidence mapPaperPMID 41874644Full record

ArticleEuropean journal of nutrition2026

Trajectories of appetitive traits and dietary patterns from childhood to adolescence: findings from the Generation XXI birth cohort.

Alexandra Costa, Milton Severo, Rita Pereira, Marion M Hetherington, Carla Lopes, Andreia Oliveira

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Article in European journal of nutrition, 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

What it found

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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.

Alexandra CostaEPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Rua das Taipas, n° 135, Porto, 4050-600, Portugal. alexandra.costa@ispup.up.pt.ORCID http://orcid.org/0000-0002-3773-4302
Milton SeveroEPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Rua das Taipas, n° 135, Porto, 4050-600, Portugal.ORCID http://orcid.org/0000-0002-5787-4871
Rita PereiraEPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Rua das Taipas, n° 135, Porto, 4050-600, Portugal.ORCID http://orcid.org/0000-0001-6127-8637
Marion M HetheringtonSchool of Psychology, University of Leeds, Woodhouse Lane, LS2 9JT, Leeds, UK.ORCID http://orcid.org/0000-0001-8677-5234
Carla LopesEPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Rua das Taipas, n° 135, Porto, 4050-600, Portugal.ORCID http://orcid.org/0000-0003-1524-852X
Andreia OliveiraEPIUnit ITR, Instituto de Saúde Pública da Universidade do Porto, Universidade do Porto, Rua das Taipas, n° 135, Porto, 4050-600, Portugal.ORCID http://orcid.org/0000-0002-6714-5939

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study examined the association between appetitive trait profiles and dietary patterns from childhood to early adolescence.

methodsWe included 5040 participants from the Generation XXI cohort (Porto, Portugal). Appetitive traits were assessed at ages 7, 10, and 13 with the validated Children’s Eating Behaviour Questionnaire. Six trajectory-based profiles were previously identified: “Smallest appetite”, “Small appetite but increasing”, “Small to moderate appetite”, “Moderate appetite”, “Increasing appetite”, and “Avid appetite”. A validated Food Frequency Questionnaire collected dietary intake at ages 4, 7, 10, and 13. Latent class analyses identified dietary patterns at each age and dietary patterns trajectories across childhood. Multinomial logistic regression assessed the association of appetitive trait profiles and dietary patterns.

resultsThree dietary patterns (“Healthier”, “Lower Consumption”, and “Energy-Dense Foods” (EDF)) and two trajectories from 4 to 13 years (“Predominantly Healthier” and “Predominantly EDF”) were identified. Compared with the “Moderate appetite” profile, children in the “Small appetite but increasing” (characterised by food avoidance and high Desire to Drink) had 54% higher odds of the “Predominantly EDF” trajectory. Conversely, individuals in the “Small to moderate appetite” profile (lowest food approach and emotional eating, suggestive of better appetite regulation) and “Avid appetite” profile were less likely to follow the “Predominantly EDF” trajectory.

conclusionsAppetitive trait profiles are linked to dietary patterns from childhood to adolescence. Food avoidance combined with a high Desire to Drink predicted less healthy diets, while stronger food approach traits and a profile indicative of improved appetite regulation were linked to healthier dietary choices.

Indexed as

AppetiteDietFeeding BehaviorAdolescentBirth CohortChildChild, PreschoolCohort StudiesFemaleHumansMalePortugalSurveys and QuestionnairesAppetiteBehaviorCohort studiesDietary patternsPediatric population

Identifiers

PMID41874644
PMCPMC13013234

What Socratic holds

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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.