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Sleep duration in preschool age and later behavioral and cognitive outcomes: an individual participant data meta-analysis in five European cohorts
Short sleep duration has been linked to adverse behavioral and cognitive outcomes in schoolchildren, but few studies examined this relation in preschoolers. We aimed to investigate the association between parent-reported sleep duration at 3.5 years and behavioral and cognitive outcomes at 5 years in...
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Published in: | European child & adolescent psychiatry 2024-01, Vol.33 (1), p.167-177 |
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creator | Guerlich, Kathrin Avraam, Demetris Cadman, Tim Calas, Lucinda Charles, Marie-Aline Elhakeem, Ahmed Fernández-Barrés, Silvia Guxens, Mònica Heude, Barbara Ibarluzea, Jesús Inskip, Hazel Julvez, Jordi Lawlor, Deborah A. Murcia, Mario Salika, Theodosia Sunyer, Jordi Tafflet, Muriel Koletzko, Berthold Grote, Veit Plancoulaine, Sabine |
description | Short sleep duration has been linked to adverse behavioral and cognitive outcomes in schoolchildren, but few studies examined this relation in preschoolers. We aimed to investigate the association between parent-reported sleep duration at 3.5 years and behavioral and cognitive outcomes at 5 years in European children. We used harmonized data from five cohorts of the European Union Child Cohort Network: ALSPAC, SWS (UK); EDEN, ELFE (France); INMA (Spain). Associations were estimated through DataSHIELD using adjusted generalized linear regression models fitted separately for each cohort and pooled with random-effects meta-analysis. Behavior was measured with the Strengths and Difficulties Questionnaire. Language and non-verbal intelligence were assessed by the Wechsler Preschool and Primary Scale of Intelligence or the McCarthy Scales of Children’s Abilities. Behavioral and cognitive analyses included 11,920 and 2981 children, respectively (34.0%/13.4% of the original sample). In meta-analysis, longer mean sleep duration per day at 3.5 years was associated with lower mean internalizing and externalizing behavior percentile scores at 5 years (adjusted mean difference: − 1.27, 95% CI [− 2.22, − 0.32] / − 2.39, 95% CI [− 3.04, − 1.75]). Sleep duration and language or non-verbal intelligence showed trends of inverse associations, however, with imprecise estimates (adjusted mean difference: − 0.28, 95% CI [− 0.83, 0.27] / − 0.42, 95% CI [− 0.99, 0.15]). This individual participant data meta-analysis suggests that longer sleep duration in preschool age may be important for children’s later behavior and highlight the need for larger samples for robust analyses of cognitive outcomes. Findings could be influenced by confounding or reverse causality and require replication. |
doi_str_mv | 10.1007/s00787-023-02149-0 |
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We aimed to investigate the association between parent-reported sleep duration at 3.5 years and behavioral and cognitive outcomes at 5 years in European children. We used harmonized data from five cohorts of the European Union Child Cohort Network: ALSPAC, SWS (UK); EDEN, ELFE (France); INMA (Spain). Associations were estimated through DataSHIELD using adjusted generalized linear regression models fitted separately for each cohort and pooled with random-effects meta-analysis. Behavior was measured with the Strengths and Difficulties Questionnaire. Language and non-verbal intelligence were assessed by the Wechsler Preschool and Primary Scale of Intelligence or the McCarthy Scales of Children’s Abilities. Behavioral and cognitive analyses included 11,920 and 2981 children, respectively (34.0%/13.4% of the original sample). In meta-analysis, longer mean sleep duration per day at 3.5 years was associated with lower mean internalizing and externalizing behavior percentile scores at 5 years (adjusted mean difference: − 1.27, 95% CI [− 2.22, − 0.32] / − 2.39, 95% CI [− 3.04, − 1.75]). Sleep duration and language or non-verbal intelligence showed trends of inverse associations, however, with imprecise estimates (adjusted mean difference: − 0.28, 95% CI [− 0.83, 0.27] / − 0.42, 95% CI [− 0.99, 0.15]). This individual participant data meta-analysis suggests that longer sleep duration in preschool age may be important for children’s later behavior and highlight the need for larger samples for robust analyses of cognitive outcomes. Findings could be influenced by confounding or reverse causality and require replication.</description><identifier>ISSN: 1018-8827</identifier><identifier>ISSN: 1435-165X</identifier><identifier>EISSN: 1435-165X</identifier><identifier>DOI: 10.1007/s00787-023-02149-0</identifier><identifier>PMID: 36749392</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Analysis ; Behavior ; Causality ; Child ; Child and Adolescent Psychiatry ; Child, Preschool ; Children ; Cognition ; Cognitive ability ; Cognitive science ; Cognitive-behavioral factors ; Externalizing behaviour ; Humans ; Intelligence ; Intelligence tests ; Internalization ; Language ; Life Sciences ; Medicine ; Medicine & Public Health ; Meta-analysis ; Original Contribution ; Preschool children ; Psychiatry ; Regression analysis ; Sleep ; Sleep Duration ; Statistics ; Verbal intelligence ; Wechsler Scales</subject><ispartof>European child & adolescent psychiatry, 2024-01, Vol.33 (1), p.167-177</ispartof><rights>The Author(s) 2023</rights><rights>2023. The Author(s).</rights><rights>The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c509t-71c38c21e5dffa5c916e7014a3e4d523619a8525a2a64082fa43b48ca12733f93</citedby><cites>FETCH-LOGICAL-c509t-71c38c21e5dffa5c916e7014a3e4d523619a8525a2a64082fa43b48ca12733f93</cites><orcidid>0000-0001-7168-2385 ; 0000-0003-0725-8306</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2917701856/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2917701856?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>230,314,780,784,885,12846,21394,21395,27924,27925,30999,33611,33612,34530,34531,43733,44115,74093,74511</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36749392$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04097515$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Guerlich, Kathrin</creatorcontrib><creatorcontrib>Avraam, Demetris</creatorcontrib><creatorcontrib>Cadman, Tim</creatorcontrib><creatorcontrib>Calas, Lucinda</creatorcontrib><creatorcontrib>Charles, Marie-Aline</creatorcontrib><creatorcontrib>Elhakeem, Ahmed</creatorcontrib><creatorcontrib>Fernández-Barrés, Silvia</creatorcontrib><creatorcontrib>Guxens, Mònica</creatorcontrib><creatorcontrib>Heude, Barbara</creatorcontrib><creatorcontrib>Ibarluzea, Jesús</creatorcontrib><creatorcontrib>Inskip, Hazel</creatorcontrib><creatorcontrib>Julvez, Jordi</creatorcontrib><creatorcontrib>Lawlor, Deborah A.</creatorcontrib><creatorcontrib>Murcia, Mario</creatorcontrib><creatorcontrib>Salika, Theodosia</creatorcontrib><creatorcontrib>Sunyer, Jordi</creatorcontrib><creatorcontrib>Tafflet, Muriel</creatorcontrib><creatorcontrib>Koletzko, Berthold</creatorcontrib><creatorcontrib>Grote, Veit</creatorcontrib><creatorcontrib>Plancoulaine, Sabine</creatorcontrib><title>Sleep duration in preschool age and later behavioral and cognitive outcomes: an individual participant data meta-analysis in five European cohorts</title><title>European child & adolescent psychiatry</title><addtitle>Eur Child Adolesc Psychiatry</addtitle><addtitle>Eur Child Adolesc Psychiatry</addtitle><description>Short sleep duration has been linked to adverse behavioral and cognitive outcomes in schoolchildren, but few studies examined this relation in preschoolers. We aimed to investigate the association between parent-reported sleep duration at 3.5 years and behavioral and cognitive outcomes at 5 years in European children. We used harmonized data from five cohorts of the European Union Child Cohort Network: ALSPAC, SWS (UK); EDEN, ELFE (France); INMA (Spain). Associations were estimated through DataSHIELD using adjusted generalized linear regression models fitted separately for each cohort and pooled with random-effects meta-analysis. Behavior was measured with the Strengths and Difficulties Questionnaire. Language and non-verbal intelligence were assessed by the Wechsler Preschool and Primary Scale of Intelligence or the McCarthy Scales of Children’s Abilities. Behavioral and cognitive analyses included 11,920 and 2981 children, respectively (34.0%/13.4% of the original sample). In meta-analysis, longer mean sleep duration per day at 3.5 years was associated with lower mean internalizing and externalizing behavior percentile scores at 5 years (adjusted mean difference: − 1.27, 95% CI [− 2.22, − 0.32] / − 2.39, 95% CI [− 3.04, − 1.75]). Sleep duration and language or non-verbal intelligence showed trends of inverse associations, however, with imprecise estimates (adjusted mean difference: − 0.28, 95% CI [− 0.83, 0.27] / − 0.42, 95% CI [− 0.99, 0.15]). This individual participant data meta-analysis suggests that longer sleep duration in preschool age may be important for children’s later behavior and highlight the need for larger samples for robust analyses of cognitive outcomes. Findings could be influenced by confounding or reverse causality and require replication.</description><subject>Analysis</subject><subject>Behavior</subject><subject>Causality</subject><subject>Child</subject><subject>Child and Adolescent Psychiatry</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Cognition</subject><subject>Cognitive ability</subject><subject>Cognitive science</subject><subject>Cognitive-behavioral factors</subject><subject>Externalizing behaviour</subject><subject>Humans</subject><subject>Intelligence</subject><subject>Intelligence tests</subject><subject>Internalization</subject><subject>Language</subject><subject>Life Sciences</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Meta-analysis</subject><subject>Original Contribution</subject><subject>Preschool children</subject><subject>Psychiatry</subject><subject>Regression analysis</subject><subject>Sleep</subject><subject>Sleep Duration</subject><subject>Statistics</subject><subject>Verbal intelligence</subject><subject>Wechsler 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Psychiatry</stitle><addtitle>Eur Child Adolesc Psychiatry</addtitle><date>2024-01-01</date><risdate>2024</risdate><volume>33</volume><issue>1</issue><spage>167</spage><epage>177</epage><pages>167-177</pages><issn>1018-8827</issn><issn>1435-165X</issn><eissn>1435-165X</eissn><abstract>Short sleep duration has been linked to adverse behavioral and cognitive outcomes in schoolchildren, but few studies examined this relation in preschoolers. We aimed to investigate the association between parent-reported sleep duration at 3.5 years and behavioral and cognitive outcomes at 5 years in European children. We used harmonized data from five cohorts of the European Union Child Cohort Network: ALSPAC, SWS (UK); EDEN, ELFE (France); INMA (Spain). Associations were estimated through DataSHIELD using adjusted generalized linear regression models fitted separately for each cohort and pooled with random-effects meta-analysis. Behavior was measured with the Strengths and Difficulties Questionnaire. Language and non-verbal intelligence were assessed by the Wechsler Preschool and Primary Scale of Intelligence or the McCarthy Scales of Children’s Abilities. Behavioral and cognitive analyses included 11,920 and 2981 children, respectively (34.0%/13.4% of the original sample). In meta-analysis, longer mean sleep duration per day at 3.5 years was associated with lower mean internalizing and externalizing behavior percentile scores at 5 years (adjusted mean difference: − 1.27, 95% CI [− 2.22, − 0.32] / − 2.39, 95% CI [− 3.04, − 1.75]). Sleep duration and language or non-verbal intelligence showed trends of inverse associations, however, with imprecise estimates (adjusted mean difference: − 0.28, 95% CI [− 0.83, 0.27] / − 0.42, 95% CI [− 0.99, 0.15]). This individual participant data meta-analysis suggests that longer sleep duration in preschool age may be important for children’s later behavior and highlight the need for larger samples for robust analyses of cognitive outcomes. Findings could be influenced by confounding or reverse causality and require replication.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>36749392</pmid><doi>10.1007/s00787-023-02149-0</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-7168-2385</orcidid><orcidid>https://orcid.org/0000-0003-0725-8306</orcidid><oa>free_for_read</oa></addata></record> |
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identifier | ISSN: 1018-8827 |
ispartof | European child & adolescent psychiatry, 2024-01, Vol.33 (1), p.167-177 |
issn | 1018-8827 1435-165X 1435-165X |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10805899 |
source | Applied Social Sciences Index & Abstracts (ASSIA); Springer Nature; Social Science Premium Collection (Proquest) (PQ_SDU_P3); Sociology Collection |
subjects | Analysis Behavior Causality Child Child and Adolescent Psychiatry Child, Preschool Children Cognition Cognitive ability Cognitive science Cognitive-behavioral factors Externalizing behaviour Humans Intelligence Intelligence tests Internalization Language Life Sciences Medicine Medicine & Public Health Meta-analysis Original Contribution Preschool children Psychiatry Regression analysis Sleep Sleep Duration Statistics Verbal intelligence Wechsler Scales |
title | Sleep duration in preschool age and later behavioral and cognitive outcomes: an individual participant data meta-analysis in five European cohorts |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T18%3A43%3A21IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Sleep%20duration%20in%20preschool%20age%20and%20later%20behavioral%20and%20cognitive%20outcomes:%20an%20individual%20participant%20data%20meta-analysis%20in%20five%20European%20cohorts&rft.jtitle=European%20child%20&%20adolescent%20psychiatry&rft.au=Guerlich,%20Kathrin&rft.date=2024-01-01&rft.volume=33&rft.issue=1&rft.spage=167&rft.epage=177&rft.pages=167-177&rft.issn=1018-8827&rft.eissn=1435-165X&rft_id=info:doi/10.1007/s00787-023-02149-0&rft_dat=%3Cproquest_pubme%3E2774268600%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c509t-71c38c21e5dffa5c916e7014a3e4d523619a8525a2a64082fa43b48ca12733f93%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2917701856&rft_id=info:pmid/36749392&rfr_iscdi=true |