Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Journal articles
  4. Association of Cut-point Free Metrics and Common Clinical Tests Among Older Adults After Proximal Femoral Fracture
 
Loading...
Thumbnail Image
research article

Association of Cut-point Free Metrics and Common Clinical Tests Among Older Adults After Proximal Femoral Fracture

Younesian, Hananeh
•
Singleton, David
•
Vereijken, Beatrix
Show more
April 18, 2025
Sensors

Highlights What are the main findings? Clinical lower limb assessments (both subjective and objective) were more discriminative in differentiating between the four PFF recovery groups in older adults. Older adults in the acute proximal femoral fracture recovery group demonstrated lower physical activity intensity compared to those in later recovery groups, with the differences being more pronounced for shorter-duration MX metrics (M1-M5). What is the implication of the main finding? The cut-point free method (e.g., MX metrics) is useful for measuring the physical activity magnitude of older adults recovering from proximal femoral fractures. Higher lower limb capacity and perception outcomes were strongly correlated with greater daily activity intensity, particularly in older adults at later stages of proximal femoral fracture recovery.Highlights What are the main findings? Clinical lower limb assessments (both subjective and objective) were more discriminative in differentiating between the four PFF recovery groups in older adults. Older adults in the acute proximal femoral fracture recovery group demonstrated lower physical activity intensity compared to those in later recovery groups, with the differences being more pronounced for shorter-duration MX metrics (M1-M5). What is the implication of the main finding? The cut-point free method (e.g., MX metrics) is useful for measuring the physical activity magnitude of older adults recovering from proximal femoral fractures. Higher lower limb capacity and perception outcomes were strongly correlated with greater daily activity intensity, particularly in older adults at later stages of proximal femoral fracture recovery.Abstract Wearable and lightweight devices facilitate real-world physical activity (PA) assessments. MX metrics, as a cut-point-free parameter, evaluate acceleration above which the most active X minutes are accumulated. It provides insights into the intensity of PA over specific durations. This study evaluated the association of MX metrics and clinical tests in older adults recovering from proximal femoral fracture (PFF). Analyses were conducted on the PFF cohort from the baseline assessment of the Mobilise-D project using an accelerometer-based device. Participants (N = 396) were categorized into four recovery groups: acute, post-acute, extended recovery, and long-term recovery. Mobility capacity was assessed through the 6 min walking test (6MinWT), Short Physical Performance Battery (SPPB), 4-m walking test (4MWT), and hand grip (HG) strength. Mobility perception was evaluated using the Late-Life Function and Disability Instrument (LLFDI). Eight MX metrics (M1-M90) were calculated using the GGIR package in R. Results showed a moderate to strong positive correlation between M1 and M30 and lower limb mobility capacity tests and mobility perception (Lower Extremity domains) particularly in the extended and long-term recovery groups. MX metrics can be used for measuring PA intensity among older adults recovering from PFF. Hence, MX metrics have a high potential for clinical use as personalized PA targets in PFF rehabilitation.

  • Details
  • Metrics
Type
research article
DOI
10.3390/s25082557
Web of Science ID

WOS:001475826600001

PubMed ID

40285246

Author(s)
Younesian, Hananeh
•
Singleton, David
•
Vereijken, Beatrix
•
Garcia-Aymerich, Judith
•
Rochester, Lynn
•
Berge, Martin Aursand
•
Engdal, Monika
•
Buekers, Joren
•
Koch, Sarah
•
Helbostad, Jorunn L.
Show more
Corporate authors
Mobilise-D Consortium
Date Issued

2025-04-18

Publisher

MDPI

Published in
Sensors
Volume

25

Issue

8

Article Number

2557

Subjects

acceleration

•

MX metrics

•

physical activity

•

clinical assessment

•

LLFDI

Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
PH-STI  
LTS5  
FunderFunding(s)Grant NumberGrant URL

European Union (EU)

101034252

Taighde Eireann-Research Ireland

Innovative Medicines Initiative 2 Joint Undertaking

820820

Show more
Available on Infoscience
May 6, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/249849
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés