Evidence map›Paper›PMID 42237043›Full record

ArticleWorld journal of pediatrics : WJP2026

Screen viewing time from age 1 to 8 years and subsequent academic performance and working memory.

Shuai Yang, Natarajan Padmapriya, Seang-Mei Saw, Yap Seng Chong, Lynette P Shek, Peter D Gluckman, Keith M Godfrey, Johan G Eriksson, Falk Müller-Riemenschneider, Evelyn C Law and 1 more

Abstract read
PubMed Publisher
In one paragraph

Article in World journal of pediatrics : WJP, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Shuai YangCentre for Research in Epidemiology and StatisticS (CRESS), Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, F-75004, Paris, France.
Natarajan PadmapriyaDepartment of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore, Singapore.
Seang-Mei SawSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Yap Seng ChongDepartment of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore, Singapore.
Lynette P ShekInstitute for Human Potential and Development (IHPD), Agency for Science, Technology and Research (A*STAR), 30 Medical Drive, Brenner Centre for Molecular Medicine, Singapore, 117609, Singapore.
Peter D GluckmanInstitute for Human Potential and Development (IHPD), Agency for Science, Technology and Research (A*STAR), 30 Medical Drive, Brenner Centre for Molecular Medicine, Singapore, 117609, Singapore.
Keith M GodfreyMedical Research Council Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK.
Johan G ErikssonDepartment of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore, Singapore.
Falk Müller-RiemenschneiderSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Evelyn C LawInstitute for Human Potential and Development (IHPD), Agency for Science, Technology and Research (A*STAR), 30 Medical Drive, Brenner Centre for Molecular Medicine, Singapore, 117609, Singapore. paelecn@nus.edu.sg.
Jonathan Y BernardCentre for Research in Epidemiology and StatisticS (CRESS), Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, F-75004, Paris, France. jonathan.bernard@inserm.fr.ORCID http://orcid.org/0000-0002-6418-983X

Funding

Agence Nationale de la Recherche ANR-20-CE36-0001Medical Research Council MC_UU_12011/4National Medical Research Council NMRC/TCR/004-NUS/2008National Medical Research Council NMRC/TCR/012-NUHS/2014
6 · The paper itself

Abstract

backgroundScreen viewing time is associated with children's academic and cognitive outcomes, but longitudinal studies are scarce, hindering identification of the most sensitive age periods. We assessed the associations of single and cumulative average screen viewing time with academic performance and working memory.

methodsIn the Growing Up in Singapore Towards healthy Outcomes birth cohort, parents reported their child's screen viewing time at ages 1, 1.5, 2, 3, 6 and 8 years. At ages 9 and 10.5, trained psychologists assessed academic performance (Wechsler Individual Achievement Test-Third Edition) and working memory (Letter-Number Sequencing task; Wechsler Intelligence Scale for Children-Fifth Edition). Associations of single and cumulative average screen viewing time with psychological outcomes were examined by multivariable linear regression (N = 502 children).

resultsMean (standard deviation) screen viewing time ranged from 2.1 (2.0) hours/day at age 1 year, to 3.0 (2.2) hours/day at 8 years. In unadjusted models, higher screen viewing time from age 1 to 8 years was consistently associated with poorer academic performance at age 9 years and working memory at 10.5 years. After adjustment, effect sizes were reduced, but higher screen viewing time at ages 1 year [β = - 1.47, 95% confidence interval (CI): - 2.37 to - 0.57 standard points per additional hour per day], 1.5 years (β = - 0.95, 95% CI: - 1.85 to - 0.06), and 6 years (β = - 0.88, 95% CI: - 1.55 to - 0.21) had persisting associations with poorer academic performance at age 9 years. Greater screen viewing time at ages 1 year (β = - 1.12, 95% CI: - 2.07 to - 0.17) and 6 years (β = - 1.01, 95% CI: - 1.71 to - 0.31) was associated with poorer working memory at age 10.5 years. Cumulative average exposure models showed that screen viewing time over childhood was consistently associated with poorer academic performance but not working memory.

conclusionIn this longitudinal study, cumulative average screen viewing time was associated with lower academic performance but not working memory, with the strongest effect sizes seen for single screen viewing time occurring in early infancy.

Indexed as

Academic PerformanceMemory, Short-TermScreen TimeChildChild, PreschoolFemaleHumansInfantLongitudinal StudiesMaleSingaporeTime FactorsAcademic performanceBirth cohortCognitionScreen timeWechsler Scales

Identifiers

What OpenQuestion holds

Textmetadata
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.