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Related Concept Videos

Variability: Analysis01:11

Variability: Analysis

Measures of variability are statistical metrics that reveal the dispersion pattern within a dataset. They are pivotal in biostatistics, providing insights into the heterogeneity within health and biological data. Variability signifies the degree to which data points diverge from one another, helping researchers understand the potential range of values and associated uncertainty within the data.
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Related Experiment Video

Updated: Jun 6, 2026

The Impact of Motor Task Conditions on Goal-Directed Arm Reaching Kinematics and Trunk Compensation in Chronic Stroke Survivors
15:00

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Published on: May 2, 2021

Joint angle variability and co-variation in a reaching with a rod task.

M Marieke C van der Steen1, Raoul M Bongers

  • 1Center for Human Movement Sciences, University Medical Center Groningen, University of Groningen, P.O. Box 196, 9700 AD Groningen, The Netherlands.

Experimental Brain Research
|December 4, 2010
PubMed
Summary

The neuromotor system flexibly uses abundant arm joint degrees of freedom (DOFs) to stabilize tool use. Synergies equally stabilize the arm and extended end-effector during reaching movements.

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Area of Science:

  • Neuroscience
  • Biomechanics
  • Motor Control

Background:

  • Motor control research addresses coordinating numerous neuromuscular units for goal-directed movements.
  • Degrees of freedom (DOFs) are increasingly viewed as abundant, enabling flexible movement performance.

Purpose of the Study:

  • To investigate how the neuromotor system exploits upper extremity DOFs for flexible performance.
  • To examine the stabilization of a displaced end-effector during tool use by analyzing arm joint variability.

Main Methods:

  • Participants performed pointing movements with an index finger and with rods of varying lengths (10, 20, 30 cm).
  • The uncontrolled manifold (UCM) method decomposed total joint angle variance into UCM (non-affecting end-effector) and ORT (affecting end-effector) components.

Main Results:

  • Joint angle variance was partitioned, with V(UCM) consistently larger than V(ORT) across all rod lengths.
  • This ratio did not change with rod length, indicating consistent arm synergy formation.
  • Variations and co-variations in arm joint angles were similar for the rod's tip and the hand.

Conclusions:

  • The neuromotor system forms synergies in the arm during reaching tasks involving an extended end-effector.
  • These synergies effectively stabilize the arm+rod system, regardless of the tool's length.