Associations of movement behaviors and body mass index: comparison between a report-based and monitor-based method using Compositional Data Analysis

dc.contributor.author Kim, Youngwon
dc.contributor.author Burns, Ryan
dc.contributor.author Lee, Duck-Chul
dc.contributor.author Lee, Duck-Chul
dc.contributor.author Welk, Gregory
dc.contributor.department Kinesiology
dc.date 2020-12-30T19:55:17.000
dc.date.accessioned 2021-02-26T02:28:48Z
dc.date.available 2021-02-26T02:28:48Z
dc.date.copyright Wed Jan 01 00:00:00 UTC 2020
dc.date.issued 2020-07-13
dc.description.abstract <p>Background/objectives Evidence on the associations between lifestyle movement behaviors and obesity has been established without taking into account the time-constrained nature of categorized, time-based lifestyle behaviors. We examined the associations of sleep, sedentary behavior (SED), light-intensity physical activity (LPA), and moderate-to-vigorous PA (MVPA) with body mass index (BMI) using Compositional Data Analysis (CoDA), and compared the associations between a report-based method (24-h Physical Activity Recall; 24PAR) and a monitor-based method (SenseWear Armband; SWA). Subjects/methods Replicate data from a representative sample of 1247 adults from the Physical Activity Measurement Survey (PAMS) were used in the study. Participants completed activity monitoring on two randomly selected days, each of which required wearing a SWA for a full day, and then completing a telephone-administered 24PAR the following day. Relationships among behavioral compositional parts and BMI were analyzed using CoDA via multiple linear regression models with both 24PAR and SWA data. Results Using 24PAR, time spent in sleep (γ = −3.58, p = 0.011), SED (γ = 3.70, p = 0.002), and MVPA (γ = −0.53, p = 0.018) was associated with BMI. Using SWA, time spent in sleep (γ = −5.10, p < 0.001), SED (γ = 8.93, p < 0.001), LPA (γ = −3.12, p < 0.001), and MVPA (γ = −1.43, p < 0.001) was associated with BMI. The SWA models explained more variance in BMI (R2 = 0.28) compared with the 24PAR models (R2 = 0.07). The compositional isotemporal substitution models revealed reductions in BMI when replacing SED by MVPA, LPA (not with 24PAR) or sleep for both 24PAR and SWA, but the effect estimates were larger with SWA. Conclusions Favorable levels of relative time spent in lifestyle movement behaviors were, in general, associated with decreased BMI. The observed associations were stronger using the monitor-based SWA method compared with the report based 24PAR method.</p>
dc.description.comments <p>This article is published as Kim, Y., Burns, R.D., Lee, Dc. et al. Associations of movement behaviors and body mass index: comparison between a report-based and monitor-based method using Compositional Data Analysis. <em>International Journal of Obesity </em>45, 266–275 (2021). doi:<a target="_blank">10.1038/s41366-020-0638-z</a>. </p>
dc.format.mimetype application/pdf
dc.identifier archive/lib.dr.iastate.edu/kin_pubs/76/
dc.identifier.articleid 1072
dc.identifier.contextkey 20877729
dc.identifier.s3bucket isulib-bepress-aws-west
dc.identifier.submissionpath kin_pubs/76
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/96544
dc.language.iso en
dc.source.bitstream archive/lib.dr.iastate.edu/kin_pubs/76/2020_LeeDC_Associations_of_movement_behaviors.pdf|||Sat Jan 15 01:51:17 UTC 2022
dc.source.uri 10.1038/s41366-020-0638-z
dc.subject.disciplines Comparative Nutrition
dc.subject.disciplines Demography, Population, and Ecology
dc.subject.disciplines Exercise Science
dc.subject.disciplines Family, Life Course, and Society
dc.subject.disciplines Kinesiology
dc.subject.disciplines Psychology of Movement
dc.title Associations of movement behaviors and body mass index: comparison between a report-based and monitor-based method using Compositional Data Analysis
dc.type article
dc.type.genre article
dspace.entity.type Publication
relation.isAuthorOfPublication 4b9a255a-7593-4589-b7fa-5bdb5817d9d7
relation.isOrgUnitOfPublication f7b0f2ca-8e43-4084-8a10-75f62e5199dd
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