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Screen time, physical activity, sleep, and depression risk in adolescents: an observational study based on the compositional isotemporal substitution model.

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Title: Screen time, physical activity, sleep, and depression risk in adolescents: an observational study based on the compositional isotemporal substitution model.
Authors: Guo H; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Man M; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Hu Z; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Liu Y; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Chen W; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Wang S; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Tang X; Hefei 168 High School, Hefei, Anhui, China., Geng A; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Ruan W; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Xu W; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Jiang K; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Shi H; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Du J; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China., Jin G; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.; The People's Hospital of Chizhou, Chizhou, Anhui, China., Zhang X; Hefei Center for Disease Control and Prevention, Hefei, Anhui, China., Zhang Z; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.; Department of Public Health and Health Administration, Clinical College of Anhui Medical University, Hefei, Anhui, China.
Source: Frontiers in public health [Front Public Health] 2026 May 04; Vol. 14, pp. 1782512. Date of Electronic Publication: 2026 May 04 (Print Publication: 2026).
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Screen time, physical activity, sleep, and depression risk in adolescents: an observational study based on the compositional isotemporal substitution model.
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  Data: <searchLink fieldCode="AU" term="%22Guo+H%22">Guo H</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Man+M%22">Man M</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Hu+Z%22">Hu Z</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Chen+W%22">Chen W</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Wang+S%22">Wang S</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Tang+X%22">Tang X</searchLink>; Hefei 168 High School, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Geng+A%22">Geng A</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Ruan+W%22">Ruan W</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Xu+W%22">Xu W</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Jiang+K%22">Jiang K</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Shi+H%22">Shi H</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Du+J%22">Du J</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Jin+G%22">Jin G</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.; The People's Hospital of Chizhou, Chizhou, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Zhang+X%22">Zhang X</searchLink>; Hefei Center for Disease Control and Prevention, Hefei, Anhui, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Z%22">Zhang Z</searchLink>; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.; Department of Public Health and Health Administration, Clinical College of Anhui Medical University, Hefei, Anhui, China.
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  Data: <searchLink fieldCode="JN" term="%22101616579%22">Frontiers in public health</searchLink> [Front Public Health] 2026 May 04; Vol. 14, pp. 1782512. <i>Date of Electronic Publication: </i>2026 May 04 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Editorial+Office%22">Frontiers Editorial Office </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101616579 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2296-2565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222962565%22">22962565 </searchLink><i>NLM ISO Abbreviation: </i>Front Public Health <i>Subsets: </i>MEDLINE
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              Text: 2026 May 04
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