Approximate Entropy and Velocity of Center of Pressure to Determine Postural Stability: A Pilot Study
Source abstract
Abstract
The body’s postural control system is responsible for responding to perturbations of balance and keeping the body upright. During quiet standing, the center of pressure oscillates about the center of mass, counteracting imbalances. These oscillations can be analyzed to determine the degree of stability, which could be helpful in quantifying the effects of brain injuries. In this research, the center of pressure was recorded for stances with feet together and feet tandem, with eyes opened and eyes closed, in neurotypical participants. These signals were analyzed using indices of approximate entropy and velocity to determine how sensitive the measures were in tracking changes to stability levels. One-way ANOVA test results showed increased approximate entropy in anterior/posterior and medial/lateral directions (p = 1.21 × 10−11, 3 × 10−14) and increased velocity in both directions (p = 2.87 × 10−6, 4.87 × 10−7) during conditions with decreased stability. Dunnett’s post hoc testing indicated that approximate entropy was significantly greater in all the less stable feet tandem trials in comparison to the most stable eyes open, feet together condition with p < 0.001 in nearly every participant and that velocity was significantly greater in the least stable eyes closed, feet tandem trials in comparison to the most stable condition with p < 0.01 in nearly every participant.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Balance, Gait, and Falls Prevention · Injury Epidemiology and Prevention · Cerebral Palsy and Movement Disorders
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Engineering, Grand Valley State University, Grand Rapids, MI 49504, USA
Department of Physical Therapy & Athletic Training, Grand Valley State University, Grand Rapids, MI 49503, USA
References (52)
Show source-provided references
1. What Is Balance?10.1191/0269215500cr342oa ↗
2. Cortical Control of Postural Responses10.1007/s00702-007-0657-0 ↗
3. Postural Orientation and Equilibrium: What Do We Need to Know about Neural Control of Balance to Prevent Falls?10.1093/ageing/afl077 ↗
4. Human Balance and Posture Control during Standing and Walking10.1016/0966-6362(96)82849-9 ↗
5. Postural Control System10.1016/0959-4388(94)90137-6 ↗
6. Center of Pressure Control for Balance Maintenance during Lateral Waist-Pull Perturbations in Older Adults10.1016/j.jbiomech.2015.02.012 ↗
7. Balance Markers in Adolescents at 1 Month Postconcussion10.1177/2325967117695507 ↗
8. Common Muscle Synergies for Control of Center of Mass and Force in Nonstepping and Stepping Postural Behaviors10.1152/jn.00549.2010 ↗
9. Oba, N., Sasagawa, S., Yamamoto, A., and Nakazawa, K. (2015). Difference in Postural Control during Quiet Standing between Young Children and Adults: Assessment with Center of Mass Acceleration. PLoS ONE, 10.10.1371/journal.pone.0140235 ↗
10. Different Gait Tasks Distinguish Immediate vs. Long-Term Effects of Concussion on Balance Control10.1186/1743-0003-6-25 ↗
11. Evaluation of Nintendo Wii Balance Board as a Tool for Measuring Postural Stability After Sport-Related Concussion10.4085/1062-6050-52.1.13 ↗
12. Evaluation of Postural Control in Quiet Standing Using Center of Mass Acceleration: Comparison Among the Young, the Elderly, and People with Stroke10.1016/j.apmr.2007.10.047 ↗
13. Force Plate Assessment of Quiet Standing Balance Control: Perspectives on Clinical Application within Stroke Rehabilitation10.4137/RPO.S20363 ↗
14. Hip and Ankle Responses for Reactive Balance Emerge from Varying Priorities to Reduce Effort and Kinematic Excursion: A Simulation Study10.1016/j.jbiomech.2016.08.007 ↗
15. Comparison of Three Methods to Estimate the Center of Mass during Balance Assessment10.1016/S0021-9290(03)00251-3 ↗
16. Motor Mechanisms of Balance during Quiet Standing10.1016/S1050-6411(02)00085-8 ↗
17. The Dynamic Balance of the Children with Cerebral Palsy and Typical Developing during Gait. Part I: Spatial Relationship between COM and COP Trajectories10.1016/j.gaitpost.2008.11.007 ↗
18. Sensitivity of Body Sway Parameters During Quiet Standing to Manipulation of Support Surface Size
19. Measures of Postural Steadiness: Differences between Healthy Young and Elderly Adults10.1109/10.532130 ↗
20. Perturbation of the Postural Control System Induced by Muscular Fatigue10.1016/S0966-6362(02)00198-4 ↗
21. A Unified View of Quiet and Perturbed Stance: Simultaneous Co-Existing Excitable Modes10.1016/j.neulet.2004.11.071 ↗
22. Reciprocal Angular Acceleration of the Ankle and Hip Joints during Quiet Standing in Humans10.1007/s002210000603 ↗
23. Intermittent Control with Ankle, Hip, and Mixed Strategies during Quiet Standing: A Theoretical Proposal Based on a Double Inverted Pendulum Model10.1016/j.jtbi.2012.06.019 ↗
24. All Leg Joints Contribute to Quiet Human Stance: A Mechanical Analysis10.1016/j.jbiomech.2009.08.014 ↗
25. Interjoint Dynamic Interaction during Constrained Human Quiet Standing Examined by Induced Acceleration Analysis10.1152/jn.01082.2012 ↗
26. A Multi-Joint Model of Quiet, Upright Stance Accounts for the “Uncontrolled Manifold” Structure of Joint Variance10.1007/s00422-017-0733-y ↗
27. Morasso, P., Cherif, A., and Zenzeri, J. (2019). Quiet Standing: The Single Inverted Pendulum Model Is Not so Bad after All. PLoS ONE, 14.10.1371/journal.pone.0213870 ↗
28. Long Term Correlation and Inhomogeneity of the Inverted Pendulum Sway Time-Series under the Intermittent Control Paradigm10.1016/j.cnsns.2021.106198 ↗
29. Vestibular and Balance Issues Following Sport-Related Concussion10.3109/02699052.2014.965206 ↗
30. Acute Sport-Related Concussion Screening for Collegiate Athletes Using an Instrumented Balance Assessment10.4085/1062-6050-174-17 ↗
31. A Practical Concussion Physical Examination Toolbox10.1177/1941738116641394 ↗
32. Recovery of Postural Control after Cerebral Concussion: New Insights Using Approximate Entropy
33. Approximate Entropy (ApEn) as a Complexity Measure10.1063/1.166092 ↗
34. Decreased High-Frequency Center-of-Pressure Complexity in Recently Concussed Asymptomatic Athletes10.1016/j.gaitpost.2016.08.026 ↗
35. Approximate Entropy Detects the Effect of a Secondary Cognitive Task on Postural Control in Healthy Young Adults: A Methodological Report10.1186/1743-0003-4-42 ↗
36. On the Use of Approximate Entropy and Sample Entropy with Centre of Pressure Time-Series10.1186/s12984-018-0465-9 ↗
37. Winter, D.A. (2020). Biomechanics and Motor Control of Human Movement, Wiley. [4th ed.]. Available online: https://www.wiley.com/en-us/Biomechanics+and+Motor+Control+of+Human+Movement%2C+4th+Edition-p-9780470398180.
38. Kirchner, M. Characterising Postural Sway Fluctuations in Humans Using Linear and Nonlinear Methods. [Ph.D. Thesis, Goethe University].
39. Movement Sway: Changes in Postural Sway during Voluntary Shifts of the Center of Pressure10.1007/s00221-003-1419-3 ↗
40. The Spectral Content of Postural Sway during Quiet Stance: Influences of Age, Vision and Somatosensory Inputs10.1016/j.jelekin.2011.10.007 ↗
41. On Optimal Smoothing and Derivative Estimation From Noisy Displacement Data in Biomechanics10.1016/0167-9457(85)90004-1 ↗
42. (2020, April 27). Combined Output from Multiple Force Plates—Nexus 2.6 Documentation—Vicon Documentation. Available online: https://docs.vicon.com/display/Nexus26/Combined+output+from+multiple+force+plates.
43. Calculating Centre of Pressure from Multiple Force Plates for Kinetic ANalyses of Sprint Running
44. Process Stationarity and Reliability of Trunk Postural Stability10.1016/j.clinbiomech.2008.01.008 ↗
45. Identification of Distinct Characteristics of Postural Sway in Parkinson’s Disease: A Feature Selection Procedure Based on Principal Component Analysis10.1016/j.neulet.2005.10.020 ↗
46. Multiscale Fuzzy Entropy Analysis of Balance: Evidences of Scale-Dependent Dynamics on Diabetic Patients with and without Neuropathy10.1109/TNSRE.2023.3248322 ↗
47. Hadamus, A., Błażkiewicz, M., Kowalska, A.J., Wydra, K.T., Grabowicz, M., Łukowicz, M., Białoszewski, D., and Marczyński, W. (2022). Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls. Diagnostics, 12.10.3390/diagnostics12071595 ↗
48. Human Movement Variability, Nonlinear Dynamics, and Pathology: Is There A Connection?10.1016/j.humov.2011.06.002 ↗
49. Comparing Dynamical Systems Concepts and Techniques for Biomechanical Analysis10.1016/j.jshs.2016.01.013 ↗
50. A Nonlinear Dynamic Approach for Evaluating Postural Control: New Directions for the Management of Sport-Related Cerebral Concussion10.2165/00007256-200535110-00002 ↗
51. Detecting Altered Postural Control after Cerebral Concussion in Athletes with Normal Postural Stability10.1136/bjsm.2004.015909 ↗
52. Physiological Time-Series Analysis Using Approximate Entropy and Sample Entropy10.1152/ajpheart.2000.278.6.H2039 ↗