Superior Gait Symmetry and Postural Stability among Yoga Instructors—Inertial Measurement Unit-Based Evaluation
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Demographic Data
2.3. The IMU System
2.4. Evaluation of Gait Performance
2.5. Evaluation of Postural Stability
- (1)
- Standing on the dominant foot with eyes open.
- (2)
- Standing on the dominant foot with eyes closed.
- (3)
- Standing on the non-dominant foot with eyes open.
- (4)
- Standing on the non-dominant foot with eyes closed.
2.6. Statistical Analyses
3. Results
3.1. Evaluation of Gait Performance
3.2. Evaluation of Postural Stability
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
Subject | Single-Leg Stance Time (sec) | |||
---|---|---|---|---|
Action (1) | Action (2) | Action (3) | Action (4) | |
Y1 | 60 | 30 | 60 | 16 |
Y2 | 56 | 15 | 60 | 12 |
Y3 | 60 | 42 | 60 | 29 |
Y4 | 60 | 52 | 60 | 58 |
Y5 | 60 | 7 | 60 | 42 |
Y6 | 60 | 7 | 60 | 8 |
Y7 | 60 | 10 | 60 | 42 |
Y8 | 60 | 48 | 60 | 37 |
Y9 | 60 | 15 | 60 | 21 |
Y10 | 60 | 23 | 60 | 25 |
Y11 | 60 | 13 | 41 | 19 |
Y12 | 60 | 16 | 60 | 23 |
Y13 | 60 | 14 | 60 | 8 |
Y14 | 60 | 9 | 60 | 12 |
Y15 | 60 | 15 | 60 | 7 |
Y16 | 60 | 10 | 60 | 14 |
Y17 | 60 | 30 | 60 | 34 |
Y18 | 60 | 39 | 60 | 45 |
Y19 | 60 | 44 | 60 | 38 |
Y20 | 60 | 60 | 60 | 60 |
Y21 | 60 | 7 | 60 | 12 |
Y22 | 60 | 22 | 60 | 38 |
Y23 | 60 | 6 | 60 | 7 |
Y24 | 60 | 22 | 60 | 24 |
Y25 | 60 | 12 | 60 | 48 |
Yoga average | 59.8 | 22.7 | 59.2 | 27.2 |
C1 | 21 | 15 | 60 | 13 |
C2 | 14 | 9 | 7 | 7 |
C3 | 20 | 27 | 60 | 7 |
C4 | 60 | 14 | 60 | 12 |
C5 | 60 | 7 | 60 | 9 |
C6 | 60 | 6 | 60 | 10 |
C7 | 60 | 12 | 60 | 14 |
C8 | 24 | 6 | 11 | 4 |
C9 | 60 | 14 | 22 | 14 |
C10 | 60 | 15 | 60 | 35 |
C11 | 60 | 16 | 60 | 19 |
C12 | 60 | 43 | 60 | 6 |
C13 | 60 | 56 | 60 | 41 |
C14 | 33 | 5 | 60 | 4 |
C15 | 60 | 17 | 60 | 16 |
C16 | 60 | 4 | 37 | 13 |
C17 | 56 | 5 | 28 | 8 |
C18 | 60 | 20 | 60 | 22 |
C19 | 21 | 3 | 32 | 3 |
C20 | 60 | 9 | 60 | 16 |
C21 | 60 | 5 | 60 | 3 |
C22 | 60 | 28 | 60 | 28 |
C23 | 60 | 54 | 60 | 33 |
C24 | 46 | 8 | 60 | 6 |
C25 | 60 | 10 | 60 | 16 |
Control average | 50.2 | 16.3 | 51.1 | 14.4 |
Appendix C
Appendix D
Appendix E
Subject | Normal Walk | Tandem Gait (Eyes Open) | Tandem Gait (Eyes Closed) |
---|---|---|---|
Y1 | 10.13 | 24.72 | 24.41 |
Y2 | 6.97 | 13.58 | 20.74 |
Y3 | 9.57 | 22.87 | 36.29 |
Y4 | 3.71 | 13.54 | 28.75 |
Y5 | 2.39 | 11.48 | 32.38 |
Y6 | 5.44 | 19.10 | 49.20 |
Y7 | 5.33 | 18.27 | 64.25 |
Y8 | 9.43 | 20.57 | 22.07 |
Y9 | 9.25 | 18.97 | 34.69 |
Y10 | 3.77 | 21.41 | 36.07 |
Y11 | 7.08 | 17.14 | 29.91 |
Y12 | 2.85 | 19.99 | 54.94 |
Y13 | 12.70 | 17.77 | 52.64 |
Y14 | 6.84 | 16.70 | 41.49 |
Y15 | 3.08 | 20.54 | 63.59 |
Y16 | 4.99 | 29.36 | 51.47 |
Y17 | 6.20 | 21.60 | 38.04 |
Y18 | 4.47 | 14.46 | 25.79 |
Y19 | 4.04 | 18.01 | 29.17 |
Y20 | 3.42 | 22.59 | 20.49 |
Y21 | 9.28 | 22.94 | 45.19 |
Y22 | 4.02 | 20.45 | 33.78 |
Y23 | 3.56 | 25.85 | 53.77 |
Y24 | 4.87 | 14.49 | 18.42 |
Y25 | 3.32 | 27.02 | 44.44 |
Yoga average | 5.87 | 19.74 | 38.08 |
C1 | 5.32 | 17.15 | 27.11 |
C2 | 8.72 | 40.55 | 74.31 |
C3 | 12.73 | 21.37 | 50.21 |
C4 | 6.34 | 13.71 | 64.39 |
C5 | 6.02 | 17.24 | 18.06 |
C6 | 6.45 | 18.19 | 46.19 |
C7 | 21.11 | 20.80 | 39.95 |
C8 | 6.50 | 27.75 | 84.15 |
C9 | 2.66 | 24.09 | 47.96 |
C10 | 3.56 | 13.34 | 22.55 |
C11 | 10.99 | 11.91 | 27.59 |
C12 | 9.11 | 29.16 | 52.45 |
C13 | 6.56 | 29.54 | 31.49 |
C14 | 11.80 | 18.75 | 31.74 |
C15 | 4.88 | 32.82 | 43.01 |
C16 | 6.19 | 23.70 | 26.74 |
C17 | 11.19 | 31.14 | 29.65 |
C18 | 13.40 | 39.75 | 47.26 |
C19 | 7.89 | 38.94 | 117.67 |
C20 | 3.65 | 12.46 | 40.95 |
C21 | 3.10 | 60.18 | 75.34 |
C22 | 4.49 | 26.17 | 44.55 |
C23 | 7.64 | 18.17 | 39.45 |
C24 | 12.46 | 48.47 | 53.88 |
C25 | 8.83 | 26.36 | 44.26 |
Control average | 8.06 | 26.47 | 47.24 |
Appendix F
Appendix G
Subject | Action | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
Y1 | 0.048 | 0.127 | 0.052 | 0.191 |
Y2 | 0.044 | 0.131 | 0.060 | 0.101 |
Y3 | 0.062 | 0.114 | 0.062 | 0.090 |
Y4 | 0.031 | 0.059 | 0.039 | 0.072 |
Y5 | 0.052 | 0.264 | 0.053 | 0.090 |
Y6 | 0.057 | 0.192 | 0.036 | 0.199 |
Y7 | 0.028 | 0.064 | 0.037 | 0.105 |
Y8 | 0.042 | 0.096 | 0.033 | 0.057 |
Y9 | 0.037 | 0.102 | 0.038 | 0.070 |
Y10 | 0.039 | 0.055 | 0.036 | 0.078 |
Y11 | 0.035 | 0.119 | 0.032 | 0.075 |
Y12 | 0.033 | 0.066 | 0.044 | 0.090 |
Y13 | 0.057 | 0.136 | 0.042 | 0.142 |
Y14 | 0.056 | 0.128 | 0.061 | 0.072 |
Y15 | 0.042 | 0.076 | 0.041 | 0.064 |
Y16 | 0.041 | 0.115 | 0.031 | 0.078 |
Y17 | 0.052 | 0.137 | 0.060 | 0.084 |
Y18 | 0.021 | 0.052 | 0.017 | 0.041 |
Y19 | 0.114 | 0.038 | 0.032 | 0.035 |
Y20 | 0.041 | 0.115 | 0.044 | 0.112 |
Y21 | 0.054 | 0.091 | 0.049 | 0.090 |
Y22 | 0.036 | 0.047 | 0.042 | 0.087 |
Y23 | 0.046 | 0.174 | 0.035 | 0.093 |
Y24 | 0.032 | 0.067 | 0.027 | 0.098 |
Y25 | 0.083 | 0.222 | 0.073 | 0.136 |
Yoga average | 0.047 | 0.112 | 0.043 | 0.094 |
C1 | 0.106 | 0.249 | 0.091 | 0.236 |
C2 | 0.292 | 0.290 | 0.353 | 0.518 |
C3 | 0.080 | 0.063 | 0.059 | 0.175 |
C4 | 0.061 | 0.138 | 0.054 | 0.105 |
C5 | 0.040 | 0.080 | 0.035 | 0.066 |
C6 | 0.113 | 0.489 | 0.073 | 0.237 |
C7 | 0.048 | 0.184 | 0.062 | 0.116 |
C8 | 0.059 | 0.183 | 0.249 | 0.183 |
C9 | 0.062 | 0.120 | 0.048 | 0.100 |
C10 | 0.033 | 0.081 | 0.041 | 0.109 |
C11 | 0.052 | 0.173 | 0.048 | 0.123 |
C12 | 0.041 | 0.069 | 0.051 | 0.104 |
C13 | 0.040 | 0.084 | 0.054 | 0.102 |
C14 | 0.057 | 0.162 | 0.049 | 0.137 |
C15 | 0.036 | 0.077 | 0.028 | 0.064 |
C16 | 0.035 | 0.063 | 0.041 | 0.063 |
C17 | 0.047 | 0.143 | 0.051 | 0.084 |
C18 | 0.051 | 0.134 | 0.048 | 0.068 |
C19 | 0.063 | 0.165 | 0.074 | 0.374 |
C20 | 0.045 | 0.162 | 0.035 | 0.121 |
C21 | 0.033 | 0.157 | 0.039 | 0.258 |
C22 | 0.061 | 0.089 | 0.075 | 0.079 |
C23 | 0.034 | 0.065 | 0.047 | 0.064 |
C24 | 0.079 | 0.238 | 0.110 | 0.287 |
C25 | 0.044 | 0.138 | 0.046 | 0.125 |
Control average | 0.064 | 0.152 | 0.074 | 0.156 |
Subject | Action | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
Y1 | 0.048 | 0.083 | 0.049 | 0.109 |
Y2 | 0.047 | 0.099 | 0.053 | 0.072 |
Y3 | 0.070 | 0.137 | 0.072 | 0.122 |
Y4 | 0.034 | 0.067 | 0.047 | 0.067 |
Y5 | 0.053 | 0.380 | 0.053 | 0.071 |
Y6 | 0.056 | 0.264 | 0.033 | 0.250 |
Y7 | 0.032 | 0.064 | 0.039 | 0.119 |
Y8 | 0.043 | 0.099 | 0.035 | 0.055 |
Y9 | 0.043 | 0.083 | 0.045 | 0.079 |
Y10 | 0.041 | 0.047 | 0.041 | 0.067 |
Y11 | 0.043 | 0.083 | 0.041 | 0.085 |
Y12 | 0.036 | 0.054 | 0.043 | 0.081 |
Y13 | 0.068 | 0.179 | 0.050 | 0.154 |
Y14 | 0.054 | 0.107 | 0.049 | 0.057 |
Y15 | 0.041 | 0.056 | 0.038 | 0.047 |
Y16 | 0.047 | 0.181 | 0.038 | 0.110 |
Y17 | 0.057 | 0.143 | 0.074 | 0.082 |
Y18 | 0.026 | 0.065 | 0.023 | 0.047 |
Y19 | 0.140 | 0.040 | 0.041 | 0.044 |
Y20 | 0.044 | 0.087 | 0.052 | 0.093 |
Y21 | 0.060 | 0.091 | 0.057 | 0.118 |
Y22 | 0.039 | 0.049 | 0.043 | 0.082 |
Y23 | 0.048 | 0.186 | 0.039 | 0.103 |
Y24 | 0.043 | 0.089 | 0.036 | 0.163 |
Y25 | 0.074 | 0.216 | 0.061 | 0.159 |
Yoga average | 0.052 | 0.118 | 0.046 | 0.097 |
C1 | 0.109 | 0.319 | 0.105 | 0.325 |
C2 | 0.231 | 0.207 | 0.412 | 0.588 |
C3 | 0.096 | 0.091 | 0.094 | 0.255 |
C4 | 0.066 | 0.127 | 0.053 | 0.080 |
C5 | 0.041 | 0.086 | 0.036 | 0.074 |
C6 | 0.172 | 0.742 | 0.083 | 0.246 |
C7 | 0.062 | 0.225 | 0.073 | 0.142 |
C8 | 0.087 | 0.288 | 0.396 | 0.265 |
C9 | 0.082 | 0.129 | 0.067 | 0.142 |
C10 | 0.033 | 0.078 | 0.037 | 0.103 |
C11 | 0.045 | 0.141 | 0.043 | 0.101 |
C12 | 0.049 | 0.069 | 0.048 | 0.085 |
C13 | 0.045 | 0.067 | 0.050 | 0.071 |
C14 | 0.055 | 0.165 | 0.060 | 0.130 |
C15 | 0.065 | 0.200 | 0.077 | 1.732 |
C16 | 0.036 | 0.073 | 0.048 | 0.069 |
C17 | 0.055 | 0.127 | 0.053 | 0.074 |
C18 | 0.065 | 0.106 | 0.061 | 0.072 |
C19 | 0.115 | 0.248 | 0.144 | 0.602 |
C20 | 0.053 | 0.166 | 0.045 | 0.130 |
C21 | 0.035 | 0.142 | 0.039 | 0.359 |
C22 | 0.068 | 0.098 | 0.092 | 0.097 |
C23 | 0.041 | 0.067 | 0.056 | 0.070 |
C24 | 0.133 | 0.409 | 0.205 | 0.413 |
C25 | 0.053 | 0.136 | 0.061 | 0.117 |
Control average | 0.076 | 0.180 | 0.098 | 0.254 |
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Characteristics | Yoga Instructor | Control Group |
---|---|---|
Age, years | 44.6 ± 7.9 | 44.5 ± 8.7 |
Sex, no. (%) | ||
Male | 5 (20%) | 4 (16%) |
Female | 20 (80%) | 21 (84%) |
Weight, kg | 54.9 ± 7.7 | 61.2 ± 14.5 |
Height, cm | 163.2 ± 6.8 | 160.6 ± 7.8 |
BMI | 20.6 ± 1.9 | 23.5 ± 3.6 |
Variable | Value |
---|---|
Dimensions, mm | 43.7 × 39.7 × 13.7 |
Weight (with battery), g | <25 |
Resolutions, bits | 17.5 |
Sampling rates, Hz | 20 to 128 |
Transmission range (line of sight), m | 30 |
Ranges of the accelerometer, g | ±200 |
Ranges of the gyroscope, deg/s | ±2000 |
Ranges of the magnetometer, Gauss | ±8 |
Lin’s concordance correlation coefficients | >0.93 [23] |
Yoga Instructor | Control Group | ||||
---|---|---|---|---|---|
Mean | SD | Mean | SD | p-Value | |
Normal walk | 5.87 | 2.78 | 8.06 | 4.17 | 0.028 |
Tandem gait (eyes open) | 19.74 | 4.43 | 26.47 | 11.93 | 0.022 |
Tandem gait (eyes closed) | 38.08 | 13.50 | 47.24 | 23.99 | 0.090 |
Balance Parameters | Yoga Instructor | Control Group | |||
---|---|---|---|---|---|
Mean | SD | Mean | SD | p-Value | |
Dominant foot (eyes opened) | 0.048 | 0.019 | 0.064 | 0.052 | 0.051 |
Dominant foot (eyes closed) | 0.102 | 0.056 | 0.152 | 0.093 | 0.025 |
Non-dominant foot (eyes opened) | 0.041 | 0.013 | 0.074 | 0.072 | 0.004 |
Non-dominant foot (eyes closed) | 0.083 | 0.039 | 0.156 | 0.110 | 0.008 |
Mean | SD | Mean | SD | p-Value | |
Dominant foot (eyes opened) | 0.052 | 0.022 | 0.076 | 0.047 | 0.029 |
Dominant foot (eyes closed) | 0.120 | 0.080 | 0.018 | 0.146 | 0.038 |
Non-dominant foot (eyes opened) | 0.046 | 0.012 | 0.098 | 0.099 | 0.008 |
Non-dominant foot (eyes closed) | 0.097 | 0.047 | 0.254 | 0.345 | 0.017 |
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Lin, A.-C.; Lin, T.-T.; Tan, Y.-K.; Pan, W.-R.; Shih, C.-J.; Lee, C.-J.; Chen, S.-F.; Wang, F.-C. Superior Gait Symmetry and Postural Stability among Yoga Instructors—Inertial Measurement Unit-Based Evaluation. Sensors 2022, 22, 9683. https://doi.org/10.3390/s22249683
Lin A-C, Lin T-T, Tan Y-K, Pan W-R, Shih C-J, Lee C-J, Chen S-F, Wang F-C. Superior Gait Symmetry and Postural Stability among Yoga Instructors—Inertial Measurement Unit-Based Evaluation. Sensors. 2022; 22(24):9683. https://doi.org/10.3390/s22249683
Chicago/Turabian StyleLin, Ang-Chieh, Tzu-Tung Lin, Yin-Keat Tan, Wei-Ren Pan, Chih-Jen Shih, Chun-Ju Lee, Szu-Fu Chen, and Fu-Cheng Wang. 2022. "Superior Gait Symmetry and Postural Stability among Yoga Instructors—Inertial Measurement Unit-Based Evaluation" Sensors 22, no. 24: 9683. https://doi.org/10.3390/s22249683
APA StyleLin, A. -C., Lin, T. -T., Tan, Y. -K., Pan, W. -R., Shih, C. -J., Lee, C. -J., Chen, S. -F., & Wang, F. -C. (2022). Superior Gait Symmetry and Postural Stability among Yoga Instructors—Inertial Measurement Unit-Based Evaluation. Sensors, 22(24), 9683. https://doi.org/10.3390/s22249683