The validity and reliability of consumer-grade activity trackers in older, community-dwelling adults: A systematic review
•This is the first systematic review to explore the validity and reliability of consumer-grade activity trackers for recording step count and activity duration in older, community-dwelling adults.•Consumer wearables are valid in the measurement of step count and duration of physical activity, as con...
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Published in | Maturitas Vol. 112; pp. 85 - 93 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Ireland
Elsevier B.V
01.06.2018
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Subjects | |
Online Access | Get full text |
ISSN | 0378-5122 1873-4111 1873-4111 |
DOI | 10.1016/j.maturitas.2018.03.016 |
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Abstract | •This is the first systematic review to explore the validity and reliability of consumer-grade activity trackers for recording step count and activity duration in older, community-dwelling adults.•Consumer wearables are valid in the measurement of step count and duration of physical activity, as confirmed by reference monitors or gold-standard validation techniques.•The majority of consumer wearables overestimated step count, and to a lesser extent duration of physical activity.•Slower walking speed and impaired ambulation reduced the level of agreement between consumer wearables and reference devices.
To understand the validity and reliability of consumer-grade activity trackers (consumer wearables) in older, community-dwelling adults.
A systematic review of studies involving adults aged over 65 years who underwent physical activity monitoring with consumer wearables. A total of 7 observational studies qualified, identified from electronic databases: MEDLINE, EMBASE, Cochrane Library and others (2014–2018). Validity was interpreted using correlation coefficients (CC) and percentage error for agreement between reference devices or gold-standard validation methods Reliability was compared using mean differences or ranges (under- or overestimation) of step count and activity time.
Total sample size was 290 adults, mean age of 70.2 ± 4.8 years and females constituting 46.7 ± 26.1%. The studies evaluated eight different consumer wearables used by community-dwelling adults with a range of co-morbidities. Daily step count for all consumer wearables correlated highly with validation criterion, especially the ActiGraph device: intraclass correlation coefficients (ICC) were 0.94 for Fitbit One, 0.94 for Zip, 0.86 for Charge HR and 0.96 for Misfit Shine. Slower walking pace and impaired ambulation reduced the levels of agreement. Daily step count captured by Fitbit Zip was on average 7117 (±5,880.6), which was overestimated by five of the eight consumer wearables compared with reference devices (range 167.6–2,690.3 steps/day). Measurement of activity duration was accurate compared with reference devices, yet less so than step count.
In older, community-dwelling adults, consumer wearables accurately measure step count and activity duration, as confirmed by reference devices and validation methods Further research is required to understand how co-morbidities, gait and activity levels interact with monitoring in free-living environments. |
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AbstractList | •This is the first systematic review to explore the validity and reliability of consumer-grade activity trackers for recording step count and activity duration in older, community-dwelling adults.•Consumer wearables are valid in the measurement of step count and duration of physical activity, as confirmed by reference monitors or gold-standard validation techniques.•The majority of consumer wearables overestimated step count, and to a lesser extent duration of physical activity.•Slower walking speed and impaired ambulation reduced the level of agreement between consumer wearables and reference devices.
To understand the validity and reliability of consumer-grade activity trackers (consumer wearables) in older, community-dwelling adults.
A systematic review of studies involving adults aged over 65 years who underwent physical activity monitoring with consumer wearables. A total of 7 observational studies qualified, identified from electronic databases: MEDLINE, EMBASE, Cochrane Library and others (2014–2018). Validity was interpreted using correlation coefficients (CC) and percentage error for agreement between reference devices or gold-standard validation methods Reliability was compared using mean differences or ranges (under- or overestimation) of step count and activity time.
Total sample size was 290 adults, mean age of 70.2 ± 4.8 years and females constituting 46.7 ± 26.1%. The studies evaluated eight different consumer wearables used by community-dwelling adults with a range of co-morbidities. Daily step count for all consumer wearables correlated highly with validation criterion, especially the ActiGraph device: intraclass correlation coefficients (ICC) were 0.94 for Fitbit One, 0.94 for Zip, 0.86 for Charge HR and 0.96 for Misfit Shine. Slower walking pace and impaired ambulation reduced the levels of agreement. Daily step count captured by Fitbit Zip was on average 7117 (±5,880.6), which was overestimated by five of the eight consumer wearables compared with reference devices (range 167.6–2,690.3 steps/day). Measurement of activity duration was accurate compared with reference devices, yet less so than step count.
In older, community-dwelling adults, consumer wearables accurately measure step count and activity duration, as confirmed by reference devices and validation methods Further research is required to understand how co-morbidities, gait and activity levels interact with monitoring in free-living environments. To understand the validity and reliability of consumer-grade activity trackers (consumer wearables) in older, community-dwelling adults.OBJECTIVETo understand the validity and reliability of consumer-grade activity trackers (consumer wearables) in older, community-dwelling adults.A systematic review of studies involving adults aged over 65 years who underwent physical activity monitoring with consumer wearables. A total of 7 observational studies qualified, identified from electronic databases: MEDLINE, EMBASE, Cochrane Library and others (2014-2018). Validity was interpreted using correlation coefficients (CC) and percentage error for agreement between reference devices or gold-standard validation methods Reliability was compared using mean differences or ranges (under- or overestimation) of step count and activity time.METHODSA systematic review of studies involving adults aged over 65 years who underwent physical activity monitoring with consumer wearables. A total of 7 observational studies qualified, identified from electronic databases: MEDLINE, EMBASE, Cochrane Library and others (2014-2018). Validity was interpreted using correlation coefficients (CC) and percentage error for agreement between reference devices or gold-standard validation methods Reliability was compared using mean differences or ranges (under- or overestimation) of step count and activity time.Total sample size was 290 adults, mean age of 70.2 ± 4.8 years and females constituting 46.7 ± 26.1%. The studies evaluated eight different consumer wearables used by community-dwelling adults with a range of co-morbidities. Daily step count for all consumer wearables correlated highly with validation criterion, especially the ActiGraph device: intraclass correlation coefficients (ICC) were 0.94 for Fitbit One, 0.94 for Zip, 0.86 for Charge HR and 0.96 for Misfit Shine. Slower walking pace and impaired ambulation reduced the levels of agreement. Daily step count captured by Fitbit Zip was on average 7117 (±5,880.6), which was overestimated by five of the eight consumer wearables compared with reference devices (range 167.6-2,690.3 steps/day). Measurement of activity duration was accurate compared with reference devices, yet less so than step count.RESULTSTotal sample size was 290 adults, mean age of 70.2 ± 4.8 years and females constituting 46.7 ± 26.1%. The studies evaluated eight different consumer wearables used by community-dwelling adults with a range of co-morbidities. Daily step count for all consumer wearables correlated highly with validation criterion, especially the ActiGraph device: intraclass correlation coefficients (ICC) were 0.94 for Fitbit One, 0.94 for Zip, 0.86 for Charge HR and 0.96 for Misfit Shine. Slower walking pace and impaired ambulation reduced the levels of agreement. Daily step count captured by Fitbit Zip was on average 7117 (±5,880.6), which was overestimated by five of the eight consumer wearables compared with reference devices (range 167.6-2,690.3 steps/day). Measurement of activity duration was accurate compared with reference devices, yet less so than step count.In older, community-dwelling adults, consumer wearables accurately measure step count and activity duration, as confirmed by reference devices and validation methods Further research is required to understand how co-morbidities, gait and activity levels interact with monitoring in free-living environments.CONCLUSIONIn older, community-dwelling adults, consumer wearables accurately measure step count and activity duration, as confirmed by reference devices and validation methods Further research is required to understand how co-morbidities, gait and activity levels interact with monitoring in free-living environments. To understand the validity and reliability of consumer-grade activity trackers (consumer wearables) in older, community-dwelling adults. A systematic review of studies involving adults aged over 65 years who underwent physical activity monitoring with consumer wearables. A total of 7 observational studies qualified, identified from electronic databases: MEDLINE, EMBASE, Cochrane Library and others (2014-2018). Validity was interpreted using correlation coefficients (CC) and percentage error for agreement between reference devices or gold-standard validation methods Reliability was compared using mean differences or ranges (under- or overestimation) of step count and activity time. Total sample size was 290 adults, mean age of 70.2 ± 4.8 years and females constituting 46.7 ± 26.1%. The studies evaluated eight different consumer wearables used by community-dwelling adults with a range of co-morbidities. Daily step count for all consumer wearables correlated highly with validation criterion, especially the ActiGraph device: intraclass correlation coefficients (ICC) were 0.94 for Fitbit One, 0.94 for Zip, 0.86 for Charge HR and 0.96 for Misfit Shine. Slower walking pace and impaired ambulation reduced the levels of agreement. Daily step count captured by Fitbit Zip was on average 7117 (±5,880.6), which was overestimated by five of the eight consumer wearables compared with reference devices (range 167.6-2,690.3 steps/day). Measurement of activity duration was accurate compared with reference devices, yet less so than step count. In older, community-dwelling adults, consumer wearables accurately measure step count and activity duration, as confirmed by reference devices and validation methods Further research is required to understand how co-morbidities, gait and activity levels interact with monitoring in free-living environments. |
Author | Gullick, Janice Bhindi, Ravinay Gallagher, Robyn Straiton, Nicola Bauman, Adrian Neubeck, Lis Alharbi, Muaddi |
Author_xml | – sequence: 1 givenname: Nicola surname: Straiton fullname: Straiton, Nicola email: nstr4913@uni.sydney.edu.au organization: Sydney Nursing School, University of Sydney, Sydney, NSW, Australia – sequence: 2 givenname: Muaddi orcidid: 0000-0003-0663-1906 surname: Alharbi fullname: Alharbi, Muaddi organization: Sydney Nursing School, University of Sydney, Sydney, NSW, Australia – sequence: 3 givenname: Adrian surname: Bauman fullname: Bauman, Adrian organization: The University of Sydney, Sydney, NSW, Australia – sequence: 4 givenname: Lis surname: Neubeck fullname: Neubeck, Lis organization: School of Health and Social Care, Edinburgh Napier University, Edinburgh, UK – sequence: 5 givenname: Janice orcidid: 0000-0002-9878-5533 surname: Gullick fullname: Gullick, Janice organization: Sydney Nursing School, University of Sydney, Sydney, NSW, Australia – sequence: 6 givenname: Ravinay surname: Bhindi fullname: Bhindi, Ravinay organization: Department of Cardiology, Royal North Shore Hospital, Sydney, NSW, Australia – sequence: 7 givenname: Robyn orcidid: 0000-0001-5588-9351 surname: Gallagher fullname: Gallagher, Robyn organization: Sydney Nursing School, University of Sydney, Sydney, NSW, Australia |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/29704922$$D View this record in MEDLINE/PubMed |
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Title | The validity and reliability of consumer-grade activity trackers in older, community-dwelling adults: A systematic review |
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