Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke
Accurate monitoring of physical activity (PA) and sedentary behaviour (SB) is crucial for tailoring interventions aimed at improving movement behaviour. This study evaluated the validity of the pocket-worn RISE device for measuring movement behaviour in community-dwelling patients with stroke. Crite...
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2025-05-01
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| author | Camille F. M. Biemans Laura van der Heiden Cindy Veenhof Olaf W. Verschuren Johanna M. A. Visser-Meily Martijn F. Pisters Yvonne A. W. Hartman |
| author_facet | Camille F. M. Biemans Laura van der Heiden Cindy Veenhof Olaf W. Verschuren Johanna M. A. Visser-Meily Martijn F. Pisters Yvonne A. W. Hartman |
| author_sort | Camille F. M. Biemans |
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| description | Accurate monitoring of physical activity (PA) and sedentary behaviour (SB) is crucial for tailoring interventions aimed at improving movement behaviour. This study evaluated the validity of the pocket-worn RISE device for measuring movement behaviour in community-dwelling patients with stroke. Criterion validity was assessed in a laboratory setting using video recordings. Construct validity was assessed in a free-living setting using the thigh-affixed ActivPAL. In the laboratory setting (25 participants, 66 ± 11.8 years), the RISE device showed good criterion validity for SB and PA. In the free-living setting (19 participants, 73 ± 10.2 years), the RISE device showed good construct validity for SB and PA, though further improvements could enhance the accuracy of individual-level measurements of moderate to vigorous physical activity (MVPA) and prolonged sedentary bouts. The mean absolute percentage error and mean percentage error were below the predefined 20% threshold for SB and PA. Intraclass correlation coefficients (ICCs) for SB and PA showed good reliability, but ICC ranges for prolonged sedentary bouts and MVPA were too broad to draw firm conclusions. These findings indicate the RISE device is well-suited for measuring SB and PA in free-living conditions. With real-time feedback, app compatibility, and pocket-wear convenience, the RISE device shows potential for behavioural interventions targeting movement behaviour in stroke and other chronic conditions. |
| format | Article |
| id | doaj-art-141ef3b017a54c01a67ea3ac76326b3e |
| institution | Kabale University |
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| language | English |
| publishDate | 2025-05-01 |
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| spelling | doaj-art-141ef3b017a54c01a67ea3ac76326b3e2025-08-20T03:46:46ZengMDPI AGSensors1424-82202025-05-012511330810.3390/s25113308Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with StrokeCamille F. M. Biemans0Laura van der Heiden1Cindy Veenhof2Olaf W. Verschuren3Johanna M. A. Visser-Meily4Martijn F. Pisters5Yvonne A. W. Hartman6Department of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsDepartment of Rehabilitation, Physiotherapy Science & Sport, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht University, 3584 CXUtrecht, The NetherlandsAccurate monitoring of physical activity (PA) and sedentary behaviour (SB) is crucial for tailoring interventions aimed at improving movement behaviour. This study evaluated the validity of the pocket-worn RISE device for measuring movement behaviour in community-dwelling patients with stroke. Criterion validity was assessed in a laboratory setting using video recordings. Construct validity was assessed in a free-living setting using the thigh-affixed ActivPAL. In the laboratory setting (25 participants, 66 ± 11.8 years), the RISE device showed good criterion validity for SB and PA. In the free-living setting (19 participants, 73 ± 10.2 years), the RISE device showed good construct validity for SB and PA, though further improvements could enhance the accuracy of individual-level measurements of moderate to vigorous physical activity (MVPA) and prolonged sedentary bouts. The mean absolute percentage error and mean percentage error were below the predefined 20% threshold for SB and PA. Intraclass correlation coefficients (ICCs) for SB and PA showed good reliability, but ICC ranges for prolonged sedentary bouts and MVPA were too broad to draw firm conclusions. These findings indicate the RISE device is well-suited for measuring SB and PA in free-living conditions. With real-time feedback, app compatibility, and pocket-wear convenience, the RISE device shows potential for behavioural interventions targeting movement behaviour in stroke and other chronic conditions.https://www.mdpi.com/1424-8220/25/11/3308wearable electronic devicesvaliditysedentary behaviourphysical activityaccelerometry |
| spellingShingle | Camille F. M. Biemans Laura van der Heiden Cindy Veenhof Olaf W. Verschuren Johanna M. A. Visser-Meily Martijn F. Pisters Yvonne A. W. Hartman Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke Sensors wearable electronic devices validity sedentary behaviour physical activity accelerometry |
| title | Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke |
| title_full | Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke |
| title_fullStr | Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke |
| title_full_unstemmed | Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke |
| title_short | Criterion and Construct Validity of the Pocket-Worn RISE Device to Assess Movement Behaviour in Community-Dwelling People with Stroke |
| title_sort | criterion and construct validity of the pocket worn rise device to assess movement behaviour in community dwelling people with stroke |
| topic | wearable electronic devices validity sedentary behaviour physical activity accelerometry |
| url | https://www.mdpi.com/1424-8220/25/11/3308 |
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