Related Experiment Video
Updated: May 9, 2026

08:16
Movement Retraining using Real-time Feedback of Performance
Published on: January 17, 2013
Intra-individual movement variability during skill transitions: a useful marker?
Howie J Carson1, Dave Collins, Jim Richards
1a Institute for Coaching and Performance , University of Central Lancashire , Preston , UK.
European Journal of Sport Science
|July 11, 2013
Summary
Coaches can use movement variability and mental effort to assess skill refinement in athletes. Monitoring these indicators helps determine when to adjust training for optimal performance and automaticity.
Area of Science:
- Sports Science
- Motor Control
- Skill Acquisition
Background:
- Athletes and coaches face challenges in determining the optimal level of conscious attention for movement execution.
- Skill refinement, especially during transitional phases, requires careful management of attentional focus.
- Understanding the interplay between movement variability and mental effort is crucial for effective technical coaching.
Purpose of the Study:
- To explore movement variability as a tool for informing coaching decisions during technical skill refinement.
- To investigate the relationship between movement variability, mental effort, and automaticity in athletes.
- To provide a framework for evaluating automaticity during skill transitions using objective measures.
Main Methods:
- Analysis of movement variability and co-variability in mechanical degrees-of-freedom.
- Examination of mental effort directed towards specific skill components (target variables) versus non-target variables.
- Exemplar data collection and analysis from golf skill refinement.
Main Results:
- Movement variability decreased when mental effort was high on a target variable during skill refinement.
- Conversely, movement variability increased for non-target variables when focus was on a specific skill component.
- A link was established between reduced movement variability and increased mental effort on the target skill aspect.
Conclusions:
- Movement variability and mental effort can serve as indicators for evaluating the automaticity of refined skills.
- Coaches can utilize these measures to guide intervention strategies during different stages of skill development.
- This approach offers a systematic method for assessing and optimizing technical refinement in athletes.
Related Concept Videos
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.
The range is a simple measure of variability, indicating the difference between the highest and...
The range is a simple measure of variability, indicating the difference between the highest and...
Relative Motion Analysis - Acceleration
A slider-crank mechanism converts rotational motion from the crank into linear motion of the slider or vice versa. This mechanism consists of three main parts: the crank, the connecting rod, and the slider. The movement of the slider-crank is an example of general plane motion as the fluctuating angle between the crank and the connecting rod. Consider a segment AB where point A is at the end of the slider and point B is on the diametrically opposite end to point A, on a crack. The variance in...
Variation
An important characteristic of any set of data is the variation in the data. In some data sets, the data values are concentrated closely near the mean; in other data sets, the data values are more widely spread out from the mean. The most common measure of variation, or spread, is the standard deviation, which is the square root of variance.
When independent and dependent variables are plotted on a scatter plot, the slope of a line is a value that describes the rate of change between the two...
When independent and dependent variables are plotted on a scatter plot, the slope of a line is a value that describes the rate of change between the two...
Relative Motion Analysis - Velocity
A stroke engine has a slider-crank mechanism that converts rotational motion from the crank into linear motion of the slider or vice versa. This mechanism consists of three main parts: the crank, the connecting rod, and the slider.
When an external force is exerted, it sets the crank into a rotational movement. This, in turn, instigates the motion of the connecting rod, leading to what is referred to as a general plane motion. This process involves two key points - point A on the connecting rod...
When an external force is exerted, it sets the crank into a rotational movement. This, in turn, instigates the motion of the connecting rod, leading to what is referred to as a general plane motion. This process involves two key points - point A on the connecting rod...

