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Performance outcome measures
A category of motor skill performance measures that indicate the outcome or result of performing a motor skill.
Performance production measures
A category of motor skill performance measures that indicates the performance of specific aspects of the motor control system during the performance of a motor skill.
Measures that indicate the behavior of limbs or body that led to outcome.
Reaction time (RT)
The interval of time between the onset of a signal or stimulus and the initiation of a response.
Movement time (MT)
The interval of time between the initiation of a response or movement and the completion of the response or movement.
Response time
The time from the onset of a signal or stimulus to the completion of a response or movement.
Time interval involving both reaction time and movement time.
Simple RT
The reaction time when the situation involves only 1 signal and each signal requires its own specific response.
Choice RT
The reaction time when the situation involves more than 1 signal and each signal requires its own specific response.
Discrimination RT
The reaction time when the situation involves more than 1 signal but only 1 response, which is to only 1 of the signals.
Absolute error (AE)
The unsigned deviation from the target or criterion, representing amount of error.
Constant error (CE)
The signed (+/-) deviation from the target or criterion.
Variable error (VE)
An error source representing the variability (or conversely, the consistency) of performance.
Root-mean-squared-error
An error measure used for continuous skills to indicate the amount of error between the performance curve produced and the criterion performance curve for a specific amount of time during which performance is sampled.
Kinematics
The description of motion without regard to force or mass.
It includes displacement, velocity, and acceleration.
Displacement
A kinematic measure describing changes in the spatial positions of a limb or joint during the time course of the movement.
Velocity
A kinematic measure describing the rate of change of an objects position with respect to time.
Acceleration
A kinematic measure that describes change in velocity during movements.
Kinetics
The study of the role of force as a cause of motion.
Electromyography (EMG)
A measurement technique that records the electrical activity of a muscle or group of muscles.
Electroencephalography (EEG)
The recording of brain activity by the detection of electrical activity in specific areas on the surface of the cortex by several surface electrodes placed on a persons scalp.
Research and measurement in motor behavior
General research terms
Research
Experiment
Data
Research
Finding solutions to problems
Experiment
A scientific procedure where variables are manipulate and then measurements on other variables are taken.
Data
Factual information obtained by measurement in an experiment.
Contrasting research terms
Population
Sample
Contrasting research terms
Independent variable
Dependent variable
Contrasting research terms
Experimental group
Control group
Contrasting research terms
Null hypothesis
Research hypothesis
Contrasting research terms
Internal validity
External validity
Contrasting research terms
Basic research
Applied research
Population
All members within a defined group.
Sample
A part or subgroup of a population.
Independent variable
Variable that is manipulated by intentionally changing its characteristics in an experiment.
The variable of interest.
Dependent variable
Variable that is measured in an experiment.
The effect of the independent variable.
Experimental group
Participants in an experiment who are exposed to the critical level(s) of the independent variable.
Control group
Participants in an experiment who are treated exactly the same as the experimental group except that the group is not exposed to the critical level(s) of the independent variable.
Null hypothesis
Hypothesis stating that there is no significant difference between groups.
Research hypothesis
Hypothesis stating that there is a significant difference between groups.
Hypothesis deducted from theory or induced from empirical studies that is based on logical reasoning and is predictive of the outcome of the study.
Internal validity
The degree to which the manipulation of the independent variable truly accounts for the changes observed by the experimenter.
External validity
The degree to which the results of an experiment are generalizable.
Basic research
Research in which the goal is to develop knowledge for having implications for expanding theory.
Applied research
Research in which the goal is to develop knowledge that can answer an immediate and specific problem.
Characteristics of basic research
Deals with theoretical issues
Animal participants
Conducted in laboratories
Carefully controlled
Results lack application
Characteristics of applied research
Answer immediate problems
Human participants
Conducted in real-world settings
Lacks control
Results directly useful
Performance outcome measures are measures that
indicate the outcome or result of performing a motor skill.
Performance outcome measures do not tell us about
behavior of limbs or body that led to outcome.
Performance outcome measures do not provide
information about activity of various muscles involved.
Speed measures
Reaction time (RT)
Movement time (MT)
Response time
Reaction time interval components
Premotor time (PRMOT)
Motor time (MOT)
Premotor time
Quiet interval of time between onset of stimulus and beginning of activity.
Motor time
Period from increase in muscle activity until actual limb movement.
Types of reaction time
Simple RT
Choice RT
Discrimination RT
One-dimensional error measures
Absolute error (AE)
Constant error (CE)
Absolute constant error (|CE|)
Variable error (VE)
Total variability (E)
Absolute error (AE) is the
overall error
Constant error (CE) is the
response bias
Absolute constant error (|CE|) is the
response bias
Variable error (VE) is the
response consistency
Total variability (E) is the
overall accuracy
Two-dimensional error measures
Mean radial error (MRE)
Group centroid radial error (GRE)
Bivariate variable error (BVE)
Mean radial error (MRE) is similar to
absolute error (AE)
Group centroid radial error (GRE) is similar to
absolute constant error (|CE|)
Bivariate variable error (BVE) is similar to
variable error (VE)
Performance production measures are measures that
indicate the performance of specific aspects of the motor control system during the performance of an action.
Kinematic measures
Refers to descriptors of motion without concern for cause of motion.
Displacement, velocity, and acceleration all fall under
kinematic measures.
Kinetic measures and EMG measures fall under
performance production measures.
EMG measures
Movement involving electrical activity in muscles.
Electrodes detect muscle activity.
Recordings can indicate when a muscle begins and ends activation.