Comparing the activPAL CREA and GHLA Algorithms for the Classification of Postures and Activity in Free-Living Children Article Swipe
Duncan S. Buchan
,
Ukadike C. Ugbolue
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/ijerph192315962
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/ijerph192315962
The activPAL accelerometer has been used extensively in research to assess sedentary behaviour (SB) and physical activity (PA) outcomes. The aim of this study was to assess the comparability of PA and SB outcomes from two automated algorithms (CREA and GHLA) applied to the activPAL accelerometer. One hundred and twenty participants aged 8–12 years wore an activPAL accelerometer on their right thigh continuously for seven days on two occasions, providing valid data from 1058 days. The PALbatch software downloaded the data after applying the CREA and GHLA (latest) algorithms. The comparability of the algorithms were assessed using the mean absolute percent error (MAPE), intra-class correlation coefficients (ICC), and equivalence testing. Comparisons for daily wear time, primary lying, sitting and standing time, sedentary and stepping time, upright time, total number of steps, sit–stand transitions and stepping time ≤ 1 min revealed mainly small MAPE (≤2%), excellent ICCs (lower bound 95% CI ≥ 0.97), and equivalent outcomes. Time spent in sitting bouts > 60 min and stepping bouts > 5 min were not equivalent with the absolute zone needed to reach equivalence (≥7%). Comparable outcomes were provided for wear time and postural outcomes using the CREA or GHLA algorithms, but not for time spent in sitting bouts > 60 min and stepping bouts > 5 min.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/ijerph192315962
- https://www.mdpi.com/1660-4601/19/23/15962/pdf?version=1669794978
- OA Status
- gold
- Cited By
- 7
- References
- 28
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4311001991
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4311001991Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/ijerph192315962Digital Object Identifier
- Title
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Comparing the activPAL CREA and GHLA Algorithms for the Classification of Postures and Activity in Free-Living ChildrenWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-11-30Full publication date if available
- Authors
-
Duncan S. Buchan, Ukadike C. UgbolueList of authors in order
- Landing page
-
https://doi.org/10.3390/ijerph192315962Publisher landing page
- PDF URL
-
https://www.mdpi.com/1660-4601/19/23/15962/pdf?version=1669794978Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
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https://www.mdpi.com/1660-4601/19/23/15962/pdf?version=1669794978Direct OA link when available
- Concepts
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Sitting, Accelerometer, Comparability, Algorithm, Mathematics, Medicine, Equivalence (formal languages), Physical activity, Physical medicine and rehabilitation, Physical therapy, Statistics, Computer science, Discrete mathematics, Pathology, Operating system, CombinatoricsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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7Total citation count in OpenAlex
- Citations by year (recent)
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2025: 4, 2024: 2, 2023: 1Per-year citation counts (last 5 years)
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28Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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