Methods for Analyzing Movement Variability

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Variability is a fact of life. Variability is variations that occur in Human performance after multiple repetitions. The central concept of behavioral flexibility in motor control was presented by Bernstein when he stated that movements are a “repetition without repetition” to describe how, well-learned movements, show variation when achieving the task outcome. Handwriting is an example of a complex task that results from a sequence of movements. It has a specific variability structure, and temporal organization, that inform the regularity with which children write as well as their adaptability to the task, e.g., a fractal dynamics behavior. Movement analysis using nonlinear dynamical systems theory for human behavior provides a better understanding of the execution of pathologies, psychomotor problems, or problems in motor control. Dynamic Systems theory suggests that biological systems self-organize according to the environment, and biomechanical and morphological constraints to find the most stable solution for producing a given movement. The concepts of variability and chaotic variation in human movement, along with advanced tools used to measure human movement variability open new perspectives to guide practice and a fundamental complementary means of diagnosis.

Original languageEnglish
Title of host publicationGraphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition - 21st International Conference of the International Graphonomics Society, IGS 2023, Proceedings
EditorsAntonio Parziale, Moises Diaz, Filipe Melo
PublisherSpringer Science and Business Media Deutschland GmbH
Pages191-202
Number of pages12
ISBN (Print)9783031454608
DOIs
Publication statusPublished - 2023
Externally publishedYes
EventThe 21st International Graphonomics Society Conference, IGS 2023 - Évora, Portugal
Duration: 16 Oct 202319 Oct 2023

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14285 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceThe 21st International Graphonomics Society Conference, IGS 2023
Country/TerritoryPortugal
CityÉvora
Period16/10/2319/10/23

Keywords

  • Handwriting
  • Nonlinear
  • Variability

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