Association of Gait Quality With Daily-Life Mobility: An Actigraphy and Global Positioning System Based Analysis in Older Adults

被引:0
|
作者
Suri, Anisha [1 ]
VanSwearingen, Jessie [2 ]
Baillargeon, Emma M. [3 ,4 ]
Crane, Breanna M. [5 ]
Moored, Kyle D. [5 ]
Carlson, Michelle C. [5 ]
Dunlap, Pamela M. [2 ]
Donahue, Patrick T. [5 ]
Redfern, Mark S. [6 ]
Brach, Jennifer S.
Sejdic, Ervin [1 ,7 ]
Rosso, Andrea L. [8 ]
机构
[1] Univ Pittsburgh, Dept Elect & Comp Engn, Swanson Sch Engn, Pittsburgh, PA USA
[2] Univ Pittsburgh, Dept Phys Therapy, Sch Hlth & Rehabil Sci, Pittsburgh, PA USA
[3] Univ Pittsburgh, Div Geriatr Med, Dept Med, Sch Med, Pittsburgh, PA USA
[4] Univ Pittsburgh, Dept Epidemiol, Sch Publ Hlth, Pittsburgh, PA USA
[5] Johns Hopkins Univ, Dept Mental Hlth, Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA
[6] Univ Pittsburgh, Dept Bioengn, Swanson Sch Engn, Pittsburgh, PA USA
[7] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON, Canada
[8] Univ Pittsburgh, Dept Epidemiol, Sch Publ Hlth, Pittsburgh, PA 15261 USA
关键词
Particle measurements; Atmospheric measurements; Global Positioning System; Legged locomotion; Biomedical measurement; Older adults; Correlation; Mobility behavior; gait analysis; wearables; physical activity; PHYSICAL-ACTIVITY; MOTOR SKILL; FALL-RISK; WALKING; VALIDITY; HEALTH; SPEED; RELIABILITY; VALIDATION; GUIDELINES;
D O I
10.1109/TBME.2023.3293752
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: Walking is a key component of daily-life mobility. We examined associations between laboratory-measured gait quality and daily-life mobility through Actigraphy and Global Positioning System (GPS). We also assessed the relationship between two modalities of daily-life mobility i.e., Actigraphy and GPS.Methods: In community-dwelling older adults (N = 121, age = 77 +/- 5 years, 70% female, 90% white), we obtained gait quality from a 4-m instrumented walkway (gait speed, walk-ratio, variability) and accelerometry during 6-Minute Walk (adaptability, similarity, smoothness, power, and regularity). Physical activity measures of step-count and intensity were captured from an Actigraph. Time out-of-home, vehicular time, activity-space, and circularity were quantified using GPS. Partial Spearman correlations between laboratory gait quality and daily-life mobility were calculated. Linear regression was used to model step-count as a function of gait quality. ANCOVA and Tukey analysis compared GPS measures across activity groups [high, medium, low] based on step-count. Age, BMI, and sex were used as covariates.Results: Greater gait speed, adaptability, smoothness, power, and lower regularity were associated with higher step-counts (0.20<|rho(p)| < 0.26, p < .05). Age(beta = -0.37), BMI(beta = -0.30), speed(beta = 0.14), adaptability(beta = 0.20), and power(beta = 0.18), explained 41.2% variance in step-count. Gait characteristics were not related to GPS measures. Participants with high (>4800 steps) compared to low activity (steps<3100) spent more time out-of-home (23 vs 15%), more vehicular travel (66 vs 38 minutes), and larger activity-space (5.18 vs 1.88 km(2)), all p < .05.Conclusions: Gait quality beyond speed contributes to physical activity. Physical activity and GPS-derived measures capture distinct aspects of daily-life mobility. Wearable-derived measures should be considered in gait and mobility-related interventions.
引用
收藏
页码:130 / 138
页数:9
相关论文
共 50 条
  • [21] Facilitators and barriers to real-life mobility in community-dwelling older adults: a narrative review of accelerometry- and global positioning system-based studies
    Suri, Anisha
    VanSwearingen, Jessie
    Dunlap, Pamela
    Redfern, Mark S.
    Rosso, Andrea L.
    Sejdic, Ervin
    AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2022, 34 (08) : 1733 - 1746
  • [22] Association between a Deficit Accumulation Frailty Index and Mobility Outcomes in Older Adults: Secondary Analysis of the Lifestyle Interventions and Independence for Elders (LIFE) Study
    Brown, Joshua D.
    Alipour-Haris, Golnoosh
    Pahor, Marco
    Manini, Todd M.
    JOURNAL OF CLINICAL MEDICINE, 2020, 9 (11) : 1 - 13
  • [23] Exploration of the association between quality of life, assessed by the EQ-5D and ICECAP-O, and falls risk, cognitive function and daily function, in older adults with mobility impairments
    Davis, Jennifer C.
    Bryan, Stirling
    McLeod, Rob
    Rogers, Jessica
    Khan, Karim
    Liu-Ambrose, Teresa
    BMC GERIATRICS, 2012, 12
  • [24] Perturbation-based gait training to improve daily life gait stability in older adults at risk of falling: protocol for the REACT randomized controlled trial
    Rieger, Markus M.
    Papegaaij, Selma
    Steenbrink, Frans
    van Dieen, Jaap H.
    Pijnappels, Mirjam
    BMC GERIATRICS, 2020, 20 (01)
  • [25] Perturbation-based gait training to improve daily life gait stability in older adults at risk of falling: protocol for the REACT randomized controlled trial
    Markus M. Rieger
    Selma Papegaaij
    Frans Steenbrink
    Jaap H. van Dieën
    Mirjam Pijnappels
    BMC Geriatrics, 20
  • [26] Responsiveness of Daily Life Gait Quality Characteristics over One Year in Older Adults Who Experienced a Fall or Engaged in Balance Exercise
    Schootemeijer, Sabine
    Weijer, Roel H. A.
    Hoozemans, Marco J. M.
    Delbaere, Kim
    Pijnappels, Mirjam
    van Schooten, Kimberley S.
    SENSORS, 2023, 23 (01)
  • [27] Feasibility testing of a home-based sensor system to monitor mobility and daily activities in Korean American older adults
    Chung, Jane
    Demiris, George
    Thompson, Hilaire J.
    Chen, Ke-Yu
    Burr, Robert
    Patel, Shwetak
    Fogarty, James
    INTERNATIONAL JOURNAL OF OLDER PEOPLE NURSING, 2017, 12 (01)
  • [28] Years of Healthy Life among Older Adults in Brazil: An Analysis Based on the Global Activity Limitation Indicator,1998 and 2008 *
    Alves, Luciana Correia
    Camargos, Mirela Castro Santos
    Machado, Carla Jorge
    REVISTA LATINOAMERICANA DE POBLACION, 2024, 18
  • [29] Exploration of the association between quality of life, assessed by the EQ-5D and ICECAP-O, and falls risk, cognitive function and daily function, in older adults with mobility impairments
    Jennifer C Davis
    Stirling Bryan
    Rob McLeod
    Jessica Rogers
    Karim Khan
    Teresa Liu-Ambrose
    BMC Geriatrics, 12
  • [30] The Relationships Between Activities of Daily Living, Depression, and Quality of Life in Older Adults with Multiple Chronic Conditions: A Path Analysis
    Jafari-Koulaee, Azar
    Mohammadi, Eesa
    Fox, Mary T.
    Rasekhi, Aliakbar
    Akha, Ozra
    CLINICAL GERONTOLOGIST, 2024,