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Relationship between gait stability indices and gait parameters comprising joint angles based on walking data from
Takashi Inagaki1, Yasuhiro Akiyama2, Shogo Okamoto3
1Department of Mechanical and Aerospace Engineering, Nagoya University Graduate School of Engineering, Nagoya, Japan.
Nagoya Journal of Medical Science
|June 22, 2023
Summary
This study found that the margin of stability (MoS) during walking relates to speed and joint angles, while the maximum Lyapunov exponent (λ) does not correlate with gait parameters, indicating they measure different aspects of stability.
Area of Science:
- Biomechanics
- Human Gait Analysis
- Kinematics
Background:
- Walking stability is crucial for preventing falls and injuries.
- Existing research has not extensively explored the relationship between major gait stability indices and detailed gait parameters in a large cohort.
- Understanding these relationships is key to developing effective fall prevention strategies.
Purpose of the Study:
- To investigate the relationships between margin of stability (MoS) and maximum Lyapunov exponent (λ) with various gait parameters in healthy adults.
- To analyze these relationships using a large dataset of 300 healthy individuals.
- To determine if MoS and λ represent similar or distinct aspects of gait stability.
Main Methods:
- Calculated MoS and λ from a gait database of 300 healthy individuals.
- Performed correlation coefficient calculations and multiple regression analysis.
- Examined relationships between stability indices and gait parameters like joint angles and walking speed.
Main Results:
- MoS was found to be primarily influenced by walking speed in the forward direction and associated with multiple joint angles in the lateral direction.
- No significant relationships were identified between the maximum Lyapunov exponent (λ) and the analyzed gait parameters.
- MoS and λ were found to be independent measures of gait stability.
Conclusions:
- The margin of stability (MoS) and maximum Lyapunov exponent (λ) are independent indicators of walking stability.
- MoS reflects aspects of gait influenced by speed and joint kinematics.
- λ may represent a different, uncharacterized aspect of gait dynamics, distinct from MoS.

