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We used data from 807 adults who wore thigh accelerometers and recorded daily sleep\/work times over 1\u20134\u2009days and were categorized into four 24\u2010h movement behavior profiles: \u201cChimpanzees\u201d (balanced distribution of movement behaviors in work and leisure; <jats:italic>n<\/jats:italic>\u2009=\u2009226, reference), \u201cLions\u201d (more active work and sleep, and less active leisure; <jats:italic>n<\/jats:italic>\u2009=\u2009179), \u201cAnts\u201d (more active overall, less sedentary work and similar sleep, <jats:italic>n<\/jats:italic>\u2009=\u2009244), and \u201cKoalas\u201d (more sedentary and sleep, and less active overall <jats:italic>n<\/jats:italic>\u2009=\u2009158). Cardiorespiratory fitness and systolic blood pressure were measured, while low back pain and self\u2010rated health were self\u2010reported. Linear or ordinal logistic regression assessed the cross\u2010sectional associations between these profiles and outcomes, adjusting for age, sex, BMI, smoking, alcohol, occupational lifting\/carrying, and work type. We found that referencing Chimpanzees, Lions were detrimentally associated with cardiorespiratory fitness (<jats:italic>B<\/jats:italic>\u2009=\u2009\u22122.70\u2009mLO<jats:sub>2<\/jats:sub>\/min\/kg, <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.01), but beneficially associated with systolic blood pressure (<jats:italic>B<\/jats:italic>\u2009=\u2009\u22123.49\u2009mmHg, <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.05) and low back pain (odds ratio, OR\u2009=\u20090.67, <jats:italic>p<\/jats:italic>\u2009=\u20090.03). Koalas were detrimentally associated with systolic blood pressure (<jats:italic>B<\/jats:italic>\u2009=\u20093.66\u2009mmHg, <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.05) and cardiorespiratory fitness (<jats:italic>B<\/jats:italic>\u2009=\u2009\u22122.83 mLO<jats:sub>2<\/jats:sub>\/min\/kg, <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.01). Ants were detrimentally associated with self\u2010reported health (OR\u2009=\u20091.78, <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.01). We conclude that no 24\u2010h movement behavior profile was consistently (i.e., solely beneficial or detrimental) associated with the health outcomes. These findings indicate that research and practice about 24\u2010h movement behaviors need to consider multiple outcomes.<\/jats:p>","DOI":"10.1111\/sms.70060","type":"journal-article","created":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T03:41:51Z","timestamp":1746243711000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["From Single Movement Behaviors to Complete 24\u2010h Behaviors Profiles and Multiple Health Outcomes\u2014A\u00a0Cross\u2010Sectional Study Using Accelerometry"],"prefix":"10.1111","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0035-9342","authenticated-orcid":false,"given":"Nidhi","family":"Gupta","sequence":"first","affiliation":[{"name":"Department of Musculoskeletal Disorders and Physical Work Load National Research Centre for the Working Environment  Copenhagen Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David M.","family":"Hallman","sequence":"additional","affiliation":[{"name":"Department of Occupational Health, Psychology and Sport Sciences University of G\u00e4vle  G\u00e4vle Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8422-9969","authenticated-orcid":false,"given":"Mette","family":"Korsh\u00f8j","sequence":"additional","affiliation":[{"name":"Department of Occupational and Social Medicine, Holb\u00e6k Hospital Copenhagen University Hospital  Holb\u00e6k Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Charlotte Lund","family":"Rasmussen","sequence":"additional","affiliation":[{"name":"School of Allied Health Curtin University  Perth Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreas","family":"Holtermann","sequence":"additional","affiliation":[{"name":"Department of Musculoskeletal Disorders and Physical Work Load National Research Centre for the Working Environment  Copenhagen Denmark"},{"name":"Department of Sports Science and Clinical Biomechanics University of Southern Denmark  Odense Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,5,2]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140\u20106736(16)30370\u20101"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2022.930000"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11892\u2010016\u20100805\u20108"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140\u20106736(17)31634\u20103"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41569\u2010021\u201000547\u2010y"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/33.5.585"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1353\/mpq.2006.0029"},{"key":"e_1_2_10_9_1","first-page":"554","volume-title":"The Sage Encyclopedia of Social Sciences Research Method","author":"Vermunt J. 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