Development and Evaluation of Sedentary Time Cut-Points for the activPAL in Adults Using the GGIR R-Package Article Swipe
Duncan S. Buchan
,
Julien S. Baker
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.3390/ijerph20032293
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.3390/ijerph20032293
The purpose of this study was to develop sedentary cut-points for the activPAL and evaluate their performance against a criterion measure (i.e., activPAL processed by PALbatch). Part 1: Thirty-five adults (23.4 ± 3.6 years) completed 12 laboratory activities (6 sedentary and 6 non-sedentary activities). Receiver operator characteristic (ROC) curves proposed optimal Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD) cut-points of 26.4 mg (ENMO) and 30.1 mg (MAD). Part 2: Thirty-eight adults (22.6 ± 4.1 years) wore an activPAL during free-living. Estimates from PALbatch and MAD revealed a mean percent error (MPE) of 2.2%, mean absolute percent error (MAPE) of 6.5%, limits of agreement (LoA) of 19% with absolute and relative equivalence zones of 5% and 0.3 SD. Estimates from PALbatch and ENMO revealed an MPE of −10.6%, MAPE of 14.4%, LoA of 31% and 16% and 1 SD equivalence zones. After standing was isolated from sedentary behaviours, ROC analysis proposed an optimal cut-off of 21.9 mg (herein ENMOs). Estimates from PALbatch and ENMOs revealed an MPE of 3.1%, MAPE of 7.5%, LoA of 25% and 9% and 0.5 SD equivalence zones. The MAD and ENMOs cut-points performed best in discriminating between sedentary and non-sedentary activity during free-living.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/ijerph20032293
- https://www.mdpi.com/1660-4601/20/3/2293/pdf?version=1675842100
- OA Status
- gold
- Cited By
- 5
- References
- 36
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4318475279
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4318475279Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/ijerph20032293Digital Object Identifier
- Title
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Development and Evaluation of Sedentary Time Cut-Points for the activPAL in Adults Using the GGIR R-PackageWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-01-27Full publication date if available
- Authors
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Duncan S. Buchan, Julien S. BakerList of authors in order
- Landing page
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https://doi.org/10.3390/ijerph20032293Publisher landing page
- PDF URL
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https://www.mdpi.com/1660-4601/20/3/2293/pdf?version=1675842100Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://www.mdpi.com/1660-4601/20/3/2293/pdf?version=1675842100Direct OA link when available
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Mathematics, Equivalence (formal languages), Receiver operating characteristic, Limits of agreement, Statistics, Medicine, Mean absolute percentage error, Mean squared error, Nuclear medicine, Discrete mathematicsTop concepts (fields/topics) attached by OpenAlex
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5Total citation count in OpenAlex
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2024: 5Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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