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What are the key characteristics of skilled performance?
Achieves goals with high accuracy (certainty)
Uses minimal energy (mental + physical)
Uses minimal time
Involves: perception, decision-making, motor control
How do open and closed skills differ?
Open skills: performed in changing, unpredictable environments (e.g., soccer)
Closed skills: performed in stable, predictable environments (e.g., archery)
What distinguishes discrete, serial, and continuous skills?
Discrete: clear start and end (e.g., dart throw)
Serial: sequence of discrete actions (e.g., gymnastics routine)
Continuous: ongoing, no clear start/end (e.g., swimming)
What do CE (Constant Error), AE (Absolute Error), VE (Variable Error), and RMSE (Root Mean Square Error) measure in motor performance? What contexts are they used?
CE: directional bias (over/under target)
AE: overall accuracy (magnitude of error)
VE: consistency (spread of performance)
RMSE: combined error (bias + variability), used in continuous tasks like tracking
Can you estimate CE, AE, VE if provided a distribution of points from an experiment?
Yes:
CE = average signed error
AE = average absolute distance from target
VE = variability around the mean error
What are the stages in the information processing model for human performance?
Stimulus identification
Response selection
Movement programming
What is the difference between reaction time (RT), movement time (MT), and response time?
RT: stimulus → start of movement
MT: movement execution
Response time: RT + MT
How does each processing stage influence overall reaction time?
Slower stimulus recognition → longer RT
More choices → longer RT
More complex movement → longer RT
What does Hick’s Law tell us about reaction time and decision-making? What is the shape of the curve in Hick’s law?
More choices → longer reaction time
Relationship is logarithmic (curved, not linear)
How does stimulus-response compatibility affect reaction time? How can we deal with S-R incompatibility?
High compatibility → faster RT
Low compatibility → slower RT
Practice improves S-R compatibility
How can anticipation reduce reaction time?
Allows movement to begin early or immediately
Can reduce RT close to 0 ms
Risk: incorrect anticipation worsens performance
What is the speed-accuracy tradeoff, and how is it explained by Fitts’ Law?
Faster movement → less accurate
Higher accuracy → slower movement
Fitts’ Law: MT = a + b * log₂(2A/W)
MT increases with: larger distance (A) or smaller target (W)
What are the “independent” and “dependent” variables involved in Fitts’ law? What do the slope and intercept represent?
Independent variables: A (distance), W (target size)
Dependent variable: MT
Intercept (a): baseline speed
Slope (b): information processing capacity
Why does increasing speed typically reduce accuracy in spatial tasks?
More force variability (signal-dependent noise)
Less time for corrections
How is Fitts’ Law applied in computer interface design?
Make buttons larger and closer → faster user interaction
What is the speed-accuracy relation in temporal (or timing) tasks?
Opposite pattern: faster movement → better timing accuracy
Why are tasks like hitting a baseball that involve both spatial and temporal constraints challenging? How do athletes deal with such constraints?
Require: high spatial accuracy (slow) + high temporal accuracy (fast) → conflicting demands
Athletes: keep movement timing consistent (downswing) and adjust setup timing (backswing/start)
What are the defining characteristics of closed-loop control?
Uses feedback during movement
Allows real-time corrections
Best for slower movements
What components make up a closed-loop control system?
Executive
Effector
Comparator (reference)
Error signal
What types of sensory feedback do humans use in movement control?
Vision, Audition, Touch, Proprioception, Vestibular
What are the two visual streams, and how do they contribute to movement?
Ventral: “what” → object identification
Dorsal: “where/how” → movement control
What is optic flow?
Visual info about motion (expansion = approaching, contraction = moving away)
How does proprioception contribute to reflexive control?
Provides body position info
Enables fast reflex corrections (30–80 ms)
What are the advantages and disadvantages of closed-loop control?
Advantages: flexible, adaptive
Disadvantages: slow, feedback delays
What are the characteristics of open-loop control?
Pre-programmed movement
No feedback during execution
Used for fast actions
What are the pros and cons of using open-loop control?
Pros: fast, efficient
Cons: cannot adjust mid-movement
What is a motor program, and what evidence supports its existence?
Pre-structured movement plan
Evidence:
RT increases with complexity
Startle responses trigger prepared movement
Movement possible without feedback
How does learning occur in open-loop control systems?
Feedback after movement → corrections for next trial
What is a Generalized Motor Program (GMP), and what evidence supports it?
Template for movement
Can adjust speed, force, limbs
Solves storage + novelty problems
How can predictions act as a form of fast feedback?
Brain predicts outcomes before feedback arrives → acts like immediate correction
How can open- and closed-loop control systems be combined?
Open-loop: fast execution
Closed-loop: corrections
Both used together
What does “degrees of freedom” mean in movement control?
Number of ways a body can move
What is the “degrees of freedom problem”?
Too many movement possibilities to control individually
What is context-conditioned variability, and how do anatomical, mechanical, and physiological factors contribute?
Movement changes depending on anatomical, mechanical, physiological factors
What are strategies to simplify the degrees of freedom problem?
Freeze degrees of freedom
Create synergies (link movements)
How do motor plans, motor commands, and feedback contribute to postural, locomotor, and hand-eye coordination?
Motor plan: sets goal
Motor command: executes movement
Feedback: monitors and corrects
How does the dynamical systems view of coordination differ from the motor program view?
Motor program → top-down control
Dynamical systems → self-organizing patterns
What did Kelso’s “finger wiggling” experiment reveal about motor control?
In-phase = most stable
Anti-phase unstable at high speeds
What rules seem to underlie temporal coordination in bimanual tasks?
Same muscles easier
1:1 rhythms easiest
Simple ratios easier than complex
What rules seem to underlie spatial coordination in bimanual tasks?
Same direction easier
Different amplitudes interfere (assimilation)
How does Fitts’ Law apply to bimanual movements? How is it different from the unimanual case?
Both hands act as one system
Harder task slows both hands
How can task conceptualization help overcome temporal and spatial constraints?
Turns task into single unified action
Reduces planning difficulty
What are the differences between learning “part” versus “whole” in bimanual coordination?
Whole practice (both hands together) better
Part practice less effective