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The Advantage of Gait Pattern Assessment in Patients With Osteoarthritis Using Pearson Correlation Coefficient and SMAPE: A Case Series
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Title
The Advantage of Gait Pattern Assessment in Patients With Osteoarthritis Using Pearson Correlation Coefficient and SMAPE: A Case Series
Issued Date
2025-10
Citation
Annals of Rehabilitation Medicine, v.49, no.5, pp.323 - 333
Type
Article
Author Keywords
Hip osteoarthritisGait analysisHip jointLocomotionCorrelation of data
ISSN
2234-0645
Abstract
Objective: To assess patient gait ability by capturing both trend and scale aspects, this study proposes a method using the Pearson correlation coefficient and symmetric mean absolute percentage error (SMAPE).Methods: Gait patterns from three patients with hip osteoarthritis (OA) were analyzed using kinematic and kinetic data. In each case, using MAPE or Pearson correlation alone failed to provide a reliable assessment, revealing limitations in capturing the full characteristics of gait patterns.Results: The combined use of Pearson and SMAPE effectively identified gait abnormalities across all cases. This integrated approach offered a more accurate and comprehensive evaluation than single-metric methods.Conclusion: The findings highlight the importance of considering both trend and scale in gait analysis. The proposed dual-metric methodology overcomes the limitations of conventional and single-metric approaches, enabling a clearer understanding of gait characteristics in patients with hip OA.
URI
https://scholar.dgist.ac.kr/handle/20.500.11750/59265
DOI
10.5535/arm.250023
Publisher
대한재활의학회
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오세훈
Oh, Sehoon오세훈

Department of Robotics and Mechatronics Engineering

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