A Pilot Study to Validate a Wearable Inertial Sensor for Gait Assessment in Older Adults with Falls

被引:15
|
作者
Garcia-Villamil, Guillermo [1 ,6 ]
Neira-Alvarez, Marta [2 ,3 ]
Huertas-Hoyas, Elisabet [4 ]
Ramon-Jimenez, Antonio [1 ]
Rodriguez-Sanchez, Cristina [5 ,6 ]
机构
[1] UPM CSIC, Ctr Automat & Robot, Madrid 28500, Spain
[2] European Univ, Dept Geriatr, Fdn Res & Biomed Innovat, Infanta Sofia Univ Hosp, Madrid 28702, Spain
[3] European Univ, Henares Univ Hosp, FIIB HUIS HHEN, Madrid 28702, Spain
[4] Rey Juan Carlos Univ, Phys Therapy Occupat Therapy Rehabil & Phys Med D, Madrid 28922, Spain
[5] Rey Juan Carlos Univ, Sch Expt Sci & Technol, Madrid 28933, Spain
[6] Rey Juan Carlos Univ, Madrid, Spain
关键词
frailty; gait analysis; IMU; mobile app; telemedicine; pedestrian dead reckoning; assistant; GAITRITE(R) WALKWAY SYSTEM; QUANTIFICATION; ASSOCIATION; RELIABILITY; PREDICTION; PARAMETERS; HEALTHY; SPEED; YOUNG;
D O I
10.3390/s21134334
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The high prevalence of falls and the enormous impact they have on the elderly population is a cause for concern. We aimed to develop a walking-monitor gait pattern (G-STRIDE) for older adults based on a 6-axis inertial measurement (IMU) with the application of pedestrian dead reckoning algorithms and tested its structural and clinical validity. A cross-sectional case-control study was conducted with 21 participants (11 fallers and 10 non-fallers). We measured gait using an IMU attached to the foot while participants walked around different grounds (indoor flooring, outdoor floor, asphalt, etc.). The G-STRIDE consisted of a portable inertial device that monitored the gait pattern and a mobile app for telematic clinical analysis. G-STRIDE made it possible to measure gait parameters under normal living conditions when walking without assessing the patient in the outpatient clinic. Moreover, we verified concurrent validity with convectional outcome measures using intraclass correlation coefficients (ICCs) and analyzed the differences between participants. G-STRIDE showed high estimation accuracy for the walking speed of the elderly and good concurrent validity compared to conventional measures (ICC = 0.69; p < 0.000). In conclusion, the developed inertial-based G-STRIDE can accurately classify older people with risk to fall with a significance as high as using traditional but more subjective clinical methods (gait speed, Timed Up and Go Test).
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Reliability and Validity of a Wearable Inertial Sensor System for Gait Assessment in Healthy Young Adults
    Hou, Ying
    Wang, Shujia
    Li, Jinping
    Komal, Sana
    Li, Ke
    2021 14TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2021), 2021,
  • [2] Fall risk assessment: A prospective study of the relationship between gait instability and falls in older adults
    Hausdorff, J
    Rios, D
    Edelberg, H
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2000, 48 (08) : S3 - S3
  • [3] Gait risk factors for falls in older adults
    Wagenaar, RC
    Holt, KG
    Ho, CL
    Kubo, M
    Jette, AM
    GERONTOLOGIST, 2001, 41 : 20 - 20
  • [4] Inertial measurement unit sensor-based gait analysis in adults and older adults: A cross-sectional study
    Yoon, Dong Hyun
    Kim, Jeong-Hyun
    Lee, Kyuwon
    Cho, Jae-Sung
    Jang, Seong-Ho
    Lee, Shi-Uk
    GAIT & POSTURE, 2024, 107 : 212 - 217
  • [5] Assessment of Wearable Device Adherence for Monitoring Physical Activity in Older Adults: Pilot Cohort Study
    Ding, Huitong
    Ho, Kristi
    Searls, Edward
    Low, Spencer
    Li, Zexu
    Rahman, Salman
    Madan, Sanskruti
    Igwe, Akwaugo
    Popp, Zachary
    Burk, Alexa
    Wu, Huanmei
    Ding, Ying
    Hwang, Phillip H.
    De Anda-Duran, Ileana
    Kolachalama, Vijaya B.
    Gifford, Katherine A.
    Shih, Ludy C.
    Au, Rhoda
    Lin, Honghuang
    JMIR AGING, 2024, 7
  • [6] A pilot study of a wearable monitoring system as an adjunct to geriatric assessment in older adults with cancer.
    Wong, Karlton
    Shen, John
    Ramezani, Ramin
    Zhang, Wenhao
    Xie, Zhuoer
    Naeim, Arash
    Elashoff, David
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [7] Neurological gait abnormalities and risk of falls in older adults
    Joe Verghese
    Anne F. Ambrose
    Richard B. Lipton
    Cuiling Wang
    Journal of Neurology, 2010, 257 : 392 - 398
  • [8] Wearables for independent living in older adults: Gait and falls
    Godfrey, A.
    MATURITAS, 2017, 100 : 16 - 26
  • [9] Neurological gait abnormalities and risk of falls in older adults
    Verghese, Joe
    Ambrose, Anne F.
    Lipton, Richard B.
    Wang, Cuiling
    JOURNAL OF NEUROLOGY, 2010, 257 (03) : 392 - 398
  • [10] Development of a falls reduction yoga program for older adults A pilot study
    Smith, Paul D.
    Mross, Paul
    Christopher, Nate
    COMPLEMENTARY THERAPIES IN MEDICINE, 2017, 31 : 118 - 126