Data management and wearables in older adults: A systematic review
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作者:
Alharbi, Muaddi
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机构:
Univ Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Univ Sydney, Sydney Nursing Sch, Sydney, NSW, AustraliaUniv Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Alharbi, Muaddi
[1
,2
]
Straiton, Nicola
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机构:
Univ Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Univ Sydney, Sydney Nursing Sch, Sydney, NSW, AustraliaUniv Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Straiton, Nicola
[1
,2
]
Smith, Sidney
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机构:
Univ N Carolina, Div Cardiol, Fac Med, Chapel Hill, NC 27515 USAUniv Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Smith, Sidney
[3
]
Neubeck, Lis
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机构:
Edinburgh Napier Univ, Sch Hlth & Social Care, Edinburgh, Midlothian, ScotlandUniv Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
Neubeck, Lis
[4
]
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机构:
Gallagher, Robyn
[1
,2
]
机构:
[1] Univ Sydney, Charles Perkins Ctr, Sydney, NSW, Australia
[2] Univ Sydney, Sydney Nursing Sch, Sydney, NSW, Australia
[3] Univ N Carolina, Div Cardiol, Fac Med, Chapel Hill, NC 27515 USA
[4] Edinburgh Napier Univ, Sch Hlth & Social Care, Edinburgh, Midlothian, Scotland
Background: Wearable trackers as research or clinical tools are increasingly used to support the care of older adults, due to their practicality in self-monitoring and potential to promote healthy lifestyle behaviours. However, there is limited understanding of appropriate data collection and analysis methods in different contexts. Aim: To summarise evidence on wearable data generation and management in older adults, focusing on physical activity (PA), electrocardiogram (ECG), and vital signs monitoring. In addition to examine the accuracy and utility of wearable trackers in the care of older people. Methods: A systematic search of CINAHL, MEDLINE, PubMed and a manual search were conducted. Twenty studies on the use of wearable trackers by older adults met the inclusion criteria. Results: Methodological designs for data collection and analysis were heterogeneous, with diverse definitions of wear and no-wear time, the number and type of valid days, and proprietary algorithms. Wearable trackers had adequate accuracy for measuring step counts, moderate to vigorous physical activity (MVPA), ECG and heart rate (HR), but not for respiratory rate. Participants reported ease of use and had high-level adherence over daily long-term use. Moreover, wearable trackers encouraged users to increase their daily level of physical activity and decrease waist circumference, facilitating atrial fibrillation (AF) diagnoses and predicting length of stay. Conclusion: Wearable trackers are multi-dimensional technologies offering a viable and promising approach for sustained and scaled monitoring of older people's health. Frameworks and/or guidelines, including standards for the design, data management and application of use specifically for older adults, are required to enhance validity and reliability.
机构:
Sci & Res Ctr Koper, Inst Kinesiol Res, Koper, Slovenia
Univ Ljubljana, Fac Sport, Ljubljana, Slovenia
Alma Mater Europaea ECM, Dept Hlth Sci, Maribor, SloveniaSci & Res Ctr Koper, Inst Kinesiol Res, Koper, Slovenia
Pus, Katarina
Paravlic, Armin H.
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Univ Ljubljana, Fac Sport, Ljubljana, Slovenia
Masaryk Univ, Fac Sports Studies, Brno, Czech RepublicSci & Res Ctr Koper, Inst Kinesiol Res, Koper, Slovenia
Paravlic, Armin H.
Simunic, Bostjan
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机构:
Sci & Res Ctr Koper, Inst Kinesiol Res, Koper, SloveniaSci & Res Ctr Koper, Inst Kinesiol Res, Koper, Slovenia
机构:
Univ Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Univ Claude Bernard Lyon 1, Univ Lyon, UMR CNRS 5615, Lab Multimat & Interfaces, F-69622 Villeurbanne, FranceUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Castelo, Raisa
Attik, Nina
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机构:
Univ Claude Bernard Lyon 1, Univ Lyon, UMR CNRS 5615, Lab Multimat & Interfaces, F-69622 Villeurbanne, France
Univ Claude Bernard Lyon 1, Univ Lyon, Fac Odontol, F-69008 Lyon, FranceUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Attik, Nina
Catirse, Alma Blasida Concepcion Elizaur Benitez
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机构:
Univ Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, FranceUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Catirse, Alma Blasida Concepcion Elizaur Benitez
Pradelle-Plasse, Nelly
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机构:
Univ Claude Bernard Lyon 1, Univ Lyon, UMR CNRS 5615, Lab Multimat & Interfaces, F-69622 Villeurbanne, France
Univ Sao Paulo, Fac Dent, Dept Odontol Conservatrice Endodontie, Hop Rothschild,AP HP, Sao Paulo, BrazilUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Pradelle-Plasse, Nelly
Tirapelli, Camila
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机构:
Univ Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, FranceUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France
Tirapelli, Camila
Grosgogeat, Brigitte
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机构:
Univ Claude Bernard Lyon 1, Univ Lyon, UMR CNRS 5615, Lab Multimat & Interfaces, F-69622 Villeurbanne, France
Univ Claude Bernard Lyon 1, Univ Lyon, Fac Odontol, F-69008 Lyon, France
Hosp Civils Lyon, Ctr Consultat & Traitements Dent, F-69007 Lyon, FranceUniv Sao Paulo, Dept Mat Dentarios & Protese, Fac Odontol Ribeirao Preto, Sao Paulo, France