How wearable sensors have been utilised to evaluate frailty in older adults: a systematic review

被引:37
|
作者
Vavasour, Grainne [1 ]
Giggins, Oonagh M. [1 ]
Doyle, Julie [1 ]
Kelly, Daniel [2 ]
机构
[1] Dundalk Inst Technol, NetwellCASALA, Dundalk A91 K584, Louth, Ireland
[2] Ulster Univ, Fac Comp Engn & Built Environm, Derry BT48 7JL, Londonderry, North Ireland
关键词
Wearable sensor; Frailty; Older adults; Physical Activity; Mobility; UPPER-EXTREMITY MOTION; PHYSICAL-ACTIVITY; SEDENTARY BEHAVIOR; BALANCE ASSESSMENTS; IDENTIFY FRAILTY; FALLS RISK; GAIT; CLASSIFICATION; ASSOCIATION; TECHNOLOGY;
D O I
10.1186/s12984-021-00909-0
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background Globally the population of older adults is increasing. It is estimated that by 2050 the number of adults over the age of 60 will represent over 21% of the world's population. Frailty is a clinical condition associated with ageing resulting in an increase in adverse outcomes. It is considered the greatest challenge facing an ageing population affecting an estimated 16% of community-dwelling populations worldwide. Aim The aim of this systematic review is to explore how wearable sensors have been used to assess frailty in older adults. Method Electronic databases Medline, Science Direct, Scopus, and CINAHL were systematically searched March 2020 and November 2020. A search constraint of articles published in English, between January 2010 and November 2020 was applied. Papers included were primary observational studies involving; older adults aged > 60 years, used a wearable sensor to provide quantitative measurements of physical activity (PA) or mobility and a measure of frailty. Studies were excluded if they used non-wearable sensors for outcome measurement or outlined an algorithm or application development exclusively. The methodological quality of the selected studies was assessed using the Appraisal Tool for Cross-sectional Studies (AXIS). Results Twenty-nine studies examining the use of wearable sensors to assess and discriminate between stages of frailty in older adults were included. Thirteen different body-worn sensors were used in eight different body-locations. Participants were community-dwelling older adults. Studies were performed in home, laboratory or hospital settings. Postural transitions, number of steps, percentage of time in PA and intensity of PA together were the most frequently measured parameters followed closely by gait speed. All but one study demonstrated an association between PA and level of frailty. All reports of gait speed indicate correlation with frailty. Conclusions Wearable sensors have been successfully used to evaluate frailty in older adults. Further research is needed to identify a feasible, user-friendly device and body-location that can be used to identify signs of pre-frailty in community-dwelling older adults. This would facilitate early identification and targeted intervention to reduce the burden of frailty in an ageing population.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] How wearable sensors have been utilised to evaluate frailty in older adults: a systematic review
    Grainne Vavasour
    Oonagh M. Giggins
    Julie Doyle
    Daniel Kelly
    Journal of NeuroEngineering and Rehabilitation, 18
  • [2] Wearable Sensors and the Assessment of Frailty among Vulnerable Older Adults: An Observational Cohort Study
    Razjouyan, Javad
    Naik, Aanand D.
    Horstman, Molly J.
    Kunik, Mark E.
    Amirmazaheri, Mona
    Zhou, He
    Sharafkhaneh, Amir
    Najafi, Bijan
    SENSORS, 2018, 18 (05)
  • [3] Unsupervised Assessment of Frailty Status Using Wearable Sensors: A Feasibility Study among Community-Dwelling Older Adults
    Giggins, Oonagh Mary
    Vavasour, Grainne
    Doyle, Julie
    ADVANCES IN REHABILITATION SCIENCE AND PRACTICE, 2025, 14
  • [4] Sleep quality and duration and frailty in older adults: a systematic review
    de Souza, Angela Maria Natal
    Fernandes, Dalila Pinto de Souza
    Castro, Isabella Silva
    Grola, Fernanda Gaspar
    Ribeiro, Andreia Queiroz
    FRONTIERS IN PUBLIC HEALTH, 2025, 13
  • [5] The Association of Frailty with Poverty in Older Adults: A Systematic Review
    Hayajneh, Audai A.
    Rababa, Mohammad
    DEMENTIA AND GERIATRIC COGNITIVE DISORDERS, 2022, 50 (05) : 407 - 413
  • [6] E-Health Interventions for Older Adults With Frailty: A Systematic Review
    Han, Hyeong-Wook
    Park, Si-Woon
    Kim, Doo Young
    Lee, Bum-Suk
    Kim, Daham
    Jeon, Namo
    Yang, Yun-Jung
    ANNALS OF REHABILITATION MEDICINE-ARM, 2023, 47 (05): : 348 - 357
  • [7] The Effect of Exercise Program Interventions on Frailty, Clinical Outcomes, and Biomarkers in Older Adults: A Systematic Review
    Prommaban, Adchara
    Moonkayaow, Sasiwimon
    Phinyo, Phichayut
    Siviroj, Penprapa
    Sirikul, Wachiranun
    Lerttrakarnnon, Peerasak
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (21)
  • [8] Impact of Oral Health Interventions on Sarcopenia and Frailty in Older Adults: A Systematic Review
    Celis, Andres
    Caceres, Benjamin
    Escobar, Barbara
    Barahona, Pilar
    Dreyer, Erik
    Petermann-Rocha, Fanny
    JOURNAL OF CLINICAL MEDICINE, 2025, 14 (06)
  • [9] Effect of frailty on unplanned readmission in older adults: A systematic review
    Bourriquen, Maryline
    Couderc, Anne-Laure
    Bretelle, Fannie
    Villani, Patrick
    JOURNAL OF EPIDEMIOLOGY AND POPULATION HEALTH, 2024, 72 (05):
  • [10] Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations
    Zhang, Yiyuan
    D'Haeseleer, Ine
    Coelho, Jose
    Vanden Abeele, Vero
    Vanrumste, Bart
    SENSORS, 2021, 21 (06) : 1 - 23