Evidence map›Paper›PMID 34742314›Full record

ArticleThe international journal of behavioral nutrition and physical activity2021

24-hour movement behaviour profiles and their transition in children aged 5.5 and 8 years - findings from a prospective cohort study.

Natarajan Padmapriya, Bozhi Chen, Claire Marie Jie Lin Goh, Lynette Pei Chi Shek, Yap Seng Chong, Kok Hian Tan, Shiao-Yng Chan, Fabian Yap, Keith M Godfrey, Yung Seng Lee and 3 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in The international journal of behavioral nutrition and physical activity, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01174875 (Developmental Pathways to Health and Disease), which is not on this map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
8.0field-weighted citation impact, top 2% 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.

NCT01174875 active not recruitingnot on this map

Developmental Pathways to Health and Disease: Metabolic, Neurodevelopmental and Related Outcomes

TypeobservationalSponsorNational University Hospital, SingaporeRan2009 to 2029Enrolled1,247ConditionsMetabolic Diseases, Neurological and Mental Health Conditions, Genetic Predisposition, Skin Condition
3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 1 synthesis or guideline pooled it, 54 citations in OpenAlex.

  1. 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
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  17. Trajectories of lifestyle patterns from 2 to 8 years of age and cardiometabolic risk in children: the GUSTO study.The international journal of behavioral nutrition and physical activity · 2024
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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

13 authors at 7 institutions in 5 countries.

Natarajan PadmapriyaDepartment of Obstetrics & Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, 12 Science Drive 2, MD1 Tahir Foundation Building, Level 12, Singapore, 117549, Singapore. obgnp@nus.edu.sg.
Bozhi ChenSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Claire Marie Jie Lin GohSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Lynette Pei Chi ShekSingapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Yap Seng ChongDepartment of Obstetrics & Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, 12 Science Drive 2, MD1 Tahir Foundation Building, Level 12, Singapore, 117549, Singapore.
Kok Hian TanKK Women's and Children's Hospital, Singapore, Singapore.
Shiao-Yng ChanDepartment of Obstetrics & Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, 12 Science Drive 2, MD1 Tahir Foundation Building, Level 12, Singapore, 117549, Singapore.
Fabian YapKK Women's and Children's Hospital, Singapore, Singapore.
Keith M GodfreyMedical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK.
Yung Seng LeeSingapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Johan G ErikssonDepartment of Obstetrics & Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, 12 Science Drive 2, MD1 Tahir Foundation Building, Level 12, Singapore, 117549, Singapore.
Jonathan Y Bernard *Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Falk Müller-Riemenschneider *Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
National University of Singapore · SGKK Women's and Children's Hospital · SGNational University Health System · SGSingapore Institute for Clinical Sciences · SGAgency for Science, Technology and Research · SGBerlin Institute of Health at Charité - Universitätsmedizin Berlin · DEUniversity Hospital Southampton NHS Foundation Trust · GB

Funding

Medical Research Council MC_PC_21000Medical Research Council MC_PC_21001Medical Research Council MC_PC_21003Medical Research Council MC_UU_12011/4
6 · The paper itself

Abstract

backgroundTime spent in movement behaviours, including physical activity (PA), sedentary behaviour (SB) and sleep, across the 24-h day may have distinct health consequences. We aimed to describe 24-h movement behaviour (24 h-MB) profiles in children and how profile membership changed from age 5.5 to 8 years.

methodsChildren in the Growing Up in Singapore Towards healthy Outcomes (GUSTO) cohort were asked to wear an accelerometer (ActiGraph-GT3X+) on their wrist for seven consecutive days at ages 5.5 and 8 years to measure 24 h-MB patterns. Time spent in night sleep, inactivity (proxy for SB), light PA, moderate PA (MPA), and vigorous PA (VPA) per day were calculated using the R-package GGIR 2.0. Using latent profile analyses (n = 442) we identified 24 h-MB profiles, which were given animal names to convey key characteristics. Latent transition analyses were used to describe the profile membership transition from ages 5.5 to 8 years. Associations with sex and ethnicity were examined.

resultsWe identified four profiles, "Rabbits" (very high-MPA/VPA, low-inactivity and average-night-sleep), "Chimpanzees" (high-MPA, low-inactivity and average-night-sleep), "Pandas" (low-PA, high-inactivity and high-night-sleep) and "Owls" (low-PA, high-inactivity and low-night-sleep), among children at both time points. At ages 5.5 and 8 years, the majority of children were classified into profiles of "Chimpanzees" (51 and 39%, respectively) and "Pandas" (24 and 37%). Half of the sample (49%), particularly "Rabbits", remained in the same profile at ages 5.5 and 8 years: among children who changed profile the predominant transitions occurred from "Chimpanzees" (27%) and "Owls" (56%) profiles to "Pandas". Sex, but not ethnicity, was associated with profile membership: compared to girls, boys were more likely to be in the "Rabbits" profile (adjusted OR [95% CI]: 3.6 [1.4, 9.7] and 4.5 [1.8, 10.9] at ages 5.5 and 8 years, respectively) and less likely to be in the "Pandas" profile (0.5 [0.3, 0.9] and 0.4 [0.2, 0.6]) at both ages.

conclusionsWith increasing age about half the children stayed in the same of four 24 h-MB profiles, while the predominant transition for the remaining children was towards lower PA, higher inactivity and longer sleep duration. These findings can aid development and implementation of public health strategies to promote better health. STUDY REGISTRATION: This study was registered on 4th August 2010 and is available online at ClinicalTrials.gov: NCT01174875 .

Indexed as

Sedentary BehaviorSleepAccelerometryAnimalsCohort StudiesHumansProspective StudiesRabbitsSingaporeChildrenInactivityMovement behaviourPhysical activitySedentary behaviourSleep

Identifiers

PMID34742314
PMCPMC8572484
OpenAlexW3211582149

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.