Evidence map›Paper›PMID 32182889›Full record

ArticleNutrients2020

Lifestyle Patterns Begin in Early Childhood, Persist and Are Socioeconomically Patterned, Confirming the Importance of Early Life Interventions.

Sandrine Lioret, Karen J Campbell, Sarah A McNaughton, Adrian J Cameron, Jo Salmon, Gavin Abbott, Kylie D Hesketh

Registry-linked trialAbstract readEvaluation Study
In one paragraph

Article in Nutrients, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05730530 (Nutrition Education Intervention to Improve Fruit and Vegetable Consumption in Preschoolers), which is not on this map. Cited by 87 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
87citing papers in PubMed, 8 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.

NCT05730530 nacompletednot on this mapstarted 2023, after this paper: background citation

Nutrition Education Intervention to Improve Fruit and Vegetable Consumption in Preschoolers

TypeinterventionalSponsorUniversity of VirginiaRan2023 to 2023Enrolled19ConditionsChildren, Only, Nutrition, HealthyArmsNutrition education curriculum
3 · Its place in the literature

Who cites it

87 citing papers in PubMed, 8 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Tracking and changes in the clustering of physical activity, sedentary behavior, diet, and sleep across childhood and adolescence: A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Shaping Pathways to Child Health: A Systematic Review of Street-Scale Interventions in City Streets.International journal of environmental research and public health · 2022
    Pooled it
  8. Measurement of screen time among young children aged 0-6 years: A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2021
    Pooled it
  9. Trial
  10. Trial
  11. Trial
  12. Trial
  13. Trial
  14. Article
  15. Article
  16. Toddler diet quality: a factor associated with childhood growth?International journal of obesity (2005) · 2026
    Article
  17. Association of early childhood lifestyle patterns with overweight in preschoolers and timing of adiposity rebound.The international journal of behavioral nutrition and physical activity · 2026
    Article
  18. Article
  19. Article
  20. Article

27 more citing papers are in PubMed but not listed here.

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

7 authors.

Sandrine LioretResearch Center in Epidemiology and Biostatistics (CRESS), Université de Paris, INSERM, INRA, 75004 Paris, France.
Karen J CampbellInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.
Sarah A McNaughtonInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.
Adrian J CameronGlobal Obesity Centre (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, VIC 3220, Australia.
Jo SalmonInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.
Gavin AbbottInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.ORCID 0000-0003-4014-0705
Kylie D HeskethInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Traditional approaches to understanding the behavioural determinants of adiposity have considered diet, physical activity and sedentary behaviour in isolation. Although integrative approaches have identified a variety of lifestyle patterns in children at preschool-age or older, along with some variability by socio-economic positions, this has rarely been examined in younger cohorts. We aimed to identify lifestyle patterns at 1.5, 3.5 and 5 years, including dietary intake, outdoor time and television viewing time, to assess associations with maternal education (as a proxy for socio-economic position), and to investigate their persistence between toddlerhood and preschool age. Participants were 417 and 293 children aged 1.5 y from the Melbourne Infant Feeding Activity and Nutrition Trial (InFANT) and InFANT Extend Programs, respectively. Data were collected using questionnaires at child ages 1.5, 3.5 and 5 y (InFANT); and 1.5 and 3.5 y (InFANT Extend). Principal component analysis was undertaken at each time point on the separate and pooled datasets. Associations between the lifestyle patterns scores and maternal education were assessed with multivariable regression analysis. Two lifestyle patterns ("Discretionary consumption and TV" and "Fruit, vegetables and outdoor") were identified as early as 1.5 y. They remained consistent across ages and were evident in both datasets. These patterns were inversely and positively associated with maternal education, respectively. Such early clustering of obesity related energy balance behaviours and tracking during early childhood suggests there may be shared antecedents common to the individual behaviours that could be targeted for intervention. Our findings provide support for interventions targeting multiple behaviours and tailored to the level of family socio-economic disadvantage.

Indexed as

Health BehaviorLife StyleSocioeconomic FactorsAustraliaChild, PreschoolCluster AnalysisDietEducational StatusFeeding BehaviorFemaleHumansInfantMalePediatric ObesityPrincipal Component AnalysisRandomized Controlled Trials as Topicdietearly childhoodenergy balance-related behaviourslifestyle patternsphysical activitysedentary behaviourtracking

Identifiers

PMID32182889
PMCPMC7146362

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.