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This study examined associations between 24\u2010h movement behaviors and incidence of cardiovascular risk factors. The study included 866 adults (mean age 62.4\u2009years, SD 1.1) from the Finnish Retirement and Aging study who participated in wrist\u2010accelerometry measurements between 2014 and 2018. Incident register\u2010based cardiovascular risk factors including hypertension, dyslipidemia, type 2 diabetes, and questionnaire\u2010based obesity were followed up over on average 3\u2010year follow\u2010up. Compositional Cox regression models were adjusted for age, sex, occupation, smoking, and heavy alcohol consumption. We recorded 84 (17%) new cases of hypertension, 66 (9%) dyslipidemia, 28 (3%) type 2 diabetes, 43 (6%) obesity, and 94 (26%) any of these cardiovascular risk factors. Compared to mean composition (7.8\u2009h sleep, 11.0\u2009h SED, 4.2\u2009h light physical activity [LPA], 60\u2009min moderate\u2010to\u2010vigorous physical activity [MVPA]), having 10\u2009min more MVPA at the cost of other behaviors was associated with 5%\u20137% risk reduction in hypertension, 10%\u201313% in obesity, and 6%\u20137% in any cardiovascular risk factor. Among the least active (sleep 7.9\u2009h, SED 12.1\u2009h, LPA 3.6\u2009h, MVPA 24\u2009min), the risk reductions were nearly twofold. In conclusion, when accounting the interdependence of movement behaviors, MVPA associated with highest risk reduction in hypertension and obesity, especially among the least active participants. This suggests that even a small increase in daily MVPA could help prevent development of cardiovascular risk factors.<\/jats:p>","DOI":"10.1111\/sms.70030","type":"journal-article","created":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T02:48:52Z","timestamp":1740106132000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Associations of 24\u2010h Movement Behaviors With Incidence of Cardiovascular Risk Factors: The Finnish Retirement and Aging Study"],"prefix":"10.1111","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3520-8069","authenticated-orcid":false,"given":"Kristin","family":"Suorsa","sequence":"first","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7499-6128","authenticated-orcid":false,"given":"Tuija","family":"Leskinen","sequence":"additional","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jesse","family":"Pasanen","sequence":"additional","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jaana","family":"Pentti","sequence":"additional","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"},{"name":"Clinicum, Faculty of Medicine University of Helsinki  Helsinki Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jussi","family":"Vahtera","sequence":"additional","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7560-0930","authenticated-orcid":false,"given":"Sari","family":"Stenholm","sequence":"additional","affiliation":[{"name":"Department of Public Health University of Turku and Turku University Hospital  Turku Finland"},{"name":"Centre for Population Health Research University of Turku and Turku University Hospital Turku  Turku Finland"},{"name":"Research Services Turku University Hospital and University of Turku  Turku Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2025,2,20]]},"reference":[{"unstructured":"World Health Organisation. 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