TY - JOUR
T1 - Mobility Performance in Community-Dwelling Older Adults
T2 - Potential Digital Biomarkers of Concern about Falling
AU - Wang, Changhong
AU - Patriquin, Michelle
AU - Vaziri, Ashkan
AU - Najafi, Bijan
N1 - Funding Information:
This work was supported by the National Institutes of Health/ National Institute on Agings (award numbers SB1AG032748 and R42AG060853). M.P. is supported through funding from The
Funding Information:
This work was supported by the National Institutes of Health/National Institute on Agings (award numbers SB1AG032748 and R42AG060853). M.P. is supported through funding from The Menninger Clinic and The Menninger Clinic Foundation.
Funding Information:
A.V. is with BioSensics LLC, manufacturer of PAMsys used in this study. He is also serving as the Principal Investigator of a NIH SBIR grant, which partially sponsored this study. He has, however, only contributed in the technical aspect of this study and did not involve in patient recruitment, data analysis, or interpretation of clinical data. None of other co-authors claimed conflict of interest relevant to the scope of this study.
Publisher Copyright:
© 2021 S. Karger AG. All rights reserved.
PY - 2021/6
Y1 - 2021/6
N2 - Introduction: Concern about falling is a prevalent worry among community-dwelling older adults and may contribute to a decline in physical and mental health. This study aimed to examine the association between mobility performance and concern about falling. Methods: Older adults aged 65 years and older, with Mini-Mental State Examination score ≥24, and ambulatory (with or without the assistive device) were included. Concern about falling was evaluated with Falls Efficacy Scale-International (FES-I) scores. Participants with high concern about falling were identified using the cutoff of FES-I ≥23. Participants' motor capacity was assessed in standardized walking tests under single- and dual-task conditions. Participants' mobility performance was measured based on a 48-h trunk accelerometry signal from a wearable pendant sensor. Results: No significant differences were observed at participant characteristics across groups with different levels of concern about falling (low: N = 64, age = 76.3 ± 7.2 years, female = 46%; high: N = 59, age = 79.3 ± 9.1 years, female = 47%), after propensity matching with BMI, age, depression, and cognition. With adjustment of motor capacity (stride velocity and stride length under single- and dual-task walking conditions), participants with high concern about falling had significantly poorer mobility performance than those with low concern about falling, including lower walking quantity (walking bouts, steps and time per day, and walking bout average, walking bout variability, and longest walking bout, p ≤ 0.013), and poorer daily-life gait (stride velocity and gait variability, p ≤ 0.023), and poorer walking quality (frontal gait symmetry, and trunk acceleration and velocity intensity, p ≤ 0.041). The selected mobility performance metrics (daily steps and frontal gait symmetry) could significantly contribute to identifying older adults with high concern about falling (p ≤ 0.042), having better model performance (p = 0.036) than only walking quantity (daily steps) with adjustment of confounding effects from the motor capacity (stride length under dual-task walking condition). Conclusion: There is an association between mobility performance and concern about falling in older adults. Mobility performance metrics can serve as predictors to identify older adults with high concern about falling, potentially providing digital biomarkers for clinicians to remotely track older adults' change of concern about falling via applications of remote patient monitoring.
AB - Introduction: Concern about falling is a prevalent worry among community-dwelling older adults and may contribute to a decline in physical and mental health. This study aimed to examine the association between mobility performance and concern about falling. Methods: Older adults aged 65 years and older, with Mini-Mental State Examination score ≥24, and ambulatory (with or without the assistive device) were included. Concern about falling was evaluated with Falls Efficacy Scale-International (FES-I) scores. Participants with high concern about falling were identified using the cutoff of FES-I ≥23. Participants' motor capacity was assessed in standardized walking tests under single- and dual-task conditions. Participants' mobility performance was measured based on a 48-h trunk accelerometry signal from a wearable pendant sensor. Results: No significant differences were observed at participant characteristics across groups with different levels of concern about falling (low: N = 64, age = 76.3 ± 7.2 years, female = 46%; high: N = 59, age = 79.3 ± 9.1 years, female = 47%), after propensity matching with BMI, age, depression, and cognition. With adjustment of motor capacity (stride velocity and stride length under single- and dual-task walking conditions), participants with high concern about falling had significantly poorer mobility performance than those with low concern about falling, including lower walking quantity (walking bouts, steps and time per day, and walking bout average, walking bout variability, and longest walking bout, p ≤ 0.013), and poorer daily-life gait (stride velocity and gait variability, p ≤ 0.023), and poorer walking quality (frontal gait symmetry, and trunk acceleration and velocity intensity, p ≤ 0.041). The selected mobility performance metrics (daily steps and frontal gait symmetry) could significantly contribute to identifying older adults with high concern about falling (p ≤ 0.042), having better model performance (p = 0.036) than only walking quantity (daily steps) with adjustment of confounding effects from the motor capacity (stride length under dual-task walking condition). Conclusion: There is an association between mobility performance and concern about falling in older adults. Mobility performance metrics can serve as predictors to identify older adults with high concern about falling, potentially providing digital biomarkers for clinicians to remotely track older adults' change of concern about falling via applications of remote patient monitoring.
KW - Concern about falling
KW - Digital biomarker
KW - Mobility performance
KW - Remote patient monitoring
KW - Wearables
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U2 - 10.1159/000512977
DO - 10.1159/000512977
M3 - Article
C2 - 33535225
AN - SCOPUS:85100643832
SN - 0304-324X
VL - 67
SP - 365
EP - 373
JO - Gerontology
JF - Gerontology
IS - 3
ER -