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Approaches to Confounder Selection in Observational Studies Investigating Associations Between Physical Activity and Health-Related Outcomes: A Review.

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Title: Approaches to Confounder Selection in Observational Studies Investigating Associations Between Physical Activity and Health-Related Outcomes: A Review.
Authors: Boyle T; Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia.; School of Public Health, Adelaide University, Adelaide, SA, Australia., Boing L; College of Health and Sport Science, Santa Catarina State University, Florianopolis, SC, Brazil., Jefferis B; Primary Care and Population Health, University College London, London, United Kingdom., Alkahtani S; College of Sport Sciences and Physical Activity, King Saud University, Riyadh, Saudi Arabia., Bennett DA; Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom., Kontostoli E; Public Health Intelligence, Prevention and Communities, Swindon Borough Council, Swindon, United Kingdom., Mclaughlin M; School of Human Sciences, The University of Western Australia, Perth, WA, Australia.; School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia., Oluwayomi A; Human Kinetics and Health Education, University of Lagos, Lagos, Nigeria., Sadarangani KP; School of Kinesiology, Faculty of Health and Dentistry, Universidad Diego Portales, Santiago, Chile.; Escuela de Kinesiología, Universidad Autónoma de Chile, Santiago, Chile., von Rosen P; Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden., Prince SA; Centre for Surveillance and Applied Research, Public Health Agency of Canada, Ottawa, ON, Canada.; School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada., Yang L; Department of Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada.; Departments of Oncology and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada., Zhang Y; The University of Texas Health Science Center at Houston (UTHealth Houston) School of Public Health, Austin, TX, USA.; Michael & Susan Dell Center for Healthy Living, Austin, TX, USA., Lynch BM; Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia.; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.
Source: Journal of physical activity & health [J Phys Act Health] 2026 Apr 28, pp. 1-7. Date of Electronic Publication: 2026 Apr 28.
Publication Type: Journal Article; Review
Journal Info: Publisher: Human Kinetics Publishers Country of Publication: United States NLM ID: 101189457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1543-5474 (Electronic) Linking ISSN: 15433080 NLM ISO Abbreviation: J Phys Act Health Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Boyle+T%22">Boyle T</searchLink>; Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia.; School of Public Health, Adelaide University, Adelaide, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Boing+L%22">Boing L</searchLink>; College of Health and Sport Science, Santa Catarina State University, Florianopolis, SC, Brazil.<br /><searchLink fieldCode="AU" term="%22Jefferis+B%22">Jefferis B</searchLink>; Primary Care and Population Health, University College London, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Alkahtani+S%22">Alkahtani S</searchLink>; College of Sport Sciences and Physical Activity, King Saud University, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Bennett+DA%22">Bennett DA</searchLink>; Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Kontostoli+E%22">Kontostoli E</searchLink>; Public Health Intelligence, Prevention and Communities, Swindon Borough Council, Swindon, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Mclaughlin+M%22">Mclaughlin M</searchLink>; School of Human Sciences, The University of Western Australia, Perth, WA, Australia.; School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Oluwayomi+A%22">Oluwayomi A</searchLink>; Human Kinetics and Health Education, University of Lagos, Lagos, Nigeria.<br /><searchLink fieldCode="AU" term="%22Sadarangani+KP%22">Sadarangani KP</searchLink>; School of Kinesiology, Faculty of Health and Dentistry, Universidad Diego Portales, Santiago, Chile.; Escuela de Kinesiología, Universidad Autónoma de Chile, Santiago, Chile.<br /><searchLink fieldCode="AU" term="%22von+Rosen+P%22">von Rosen P</searchLink>; Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Prince+SA%22">Prince SA</searchLink>; Centre for Surveillance and Applied Research, Public Health Agency of Canada, Ottawa, ON, Canada.; School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Yang+L%22">Yang L</searchLink>; Department of Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada.; Departments of Oncology and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; The University of Texas Health Science Center at Houston (UTHealth Houston) School of Public Health, Austin, TX, USA.; Michael & Susan Dell Center for Healthy Living, Austin, TX, USA.<br /><searchLink fieldCode="AU" term="%22Lynch+BM%22">Lynch BM</searchLink>; Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia.; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.
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