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anectodal evidence
Evidence from others or from personal experiences
Experiment
Tool used to measure the effect of the independent variable on the dependent variable
Within-Subject Design
In an experiment, each participant is their own control group. Repeat task while manipulating independent variable. Cons: Time consuming, costly, and Practice Effect
Practice Effect
Improvement of performance caused by experience, repetition and familiarity
Random Assignmnent
Randomly assigning participants to control or experiment groups to reduce bias
Sample
Group that represents population and participates in experiment
Population
General people we are learning about
Random Sample
Selecting participants from a population at random for an experiment to reduce bias
Confounding Variable
Variable other than the independent variable that affects results
Placebo Effect
Participants demonstrate a response unrelated to the therapeutic effect when they know what the expected results are
Participant Bias
Actions by the participant that effect results, not including the independent variable
Experimenter Bias
Actions by the experimenter that promotes the results they hope to see thus causing inaccurate results
Double-Blind Study
When neither the experimenter nor the participants know what group the participants are a part of (experiment or control)
descriptive statistics
Way of presenting data that instantly describes the general idea of results
Histogram
Graph that shows frequency of each data point in a set of data
Frequency Distribution
Graph that shows the distribution of how frequently each value appears in a set of data. Derived from histogram
Normal Distribution
Symmetrical bell curve with one peak
Measures of Variability
Tell us how spread out data points are
Standard Deviation
Unit of measuring the average of each point from the mean. Smaller=Data points are concentrated towards the peak
inferential statistics
Statistics/results that allow for interpretation and inferences to be made about the population the sample represents
T-Test
Test that determines the probability that the two samples (group and experimental) were drawn from the same population therefore difference between data points were derived by chance
P-Value
T-tests's unit of measurement to determine whether difference between data point is large enough to make claim. <5% = Less than 5% probability to gain data by chance therefore significant.
Statistical Significant
Difference between groups are truly caused by manipulated variable rather than chance/random variation (P value <5%)
Observational/Correlation Studies
Form of data collection to avoid unethical experimentation. Observe variables without performing explicit manipulation
Correlation
A measure of the strength and direction of the relationship between two variables or data sets.
Correlation Coefficient. +1 , -1, 0
Value that tells us the strength and direction of a correlation. +1: Both increase, -1: As one increase the other decreases, 0= weak correlation
operational definition
a statement of the procedures (operations) used to define research variables. For example, human intelligence may be operationally defined as what an intelligence test measures. Specifies vague concepts
Constructs
theoretical idea that is useful for describing a general concept but difficult to measure in practice. E.g. Intelligence
Levels/Methods of Analysis
Different perspectives to research questions. Includes learning, cognition, social development, evolution and neuroscience. Research ideally applies a multi-level approach
Parsimony
When there are competing explanations, pick the explanation with the least number of untested assumptions. pillar of the scientific method
Natural Order
Behavior can be explained by underlying mechanisms for all people. pillar of the scientific method
Generalizability
Cause and effect found in a lab can also be produced in everyday life. Criticized pillar of the scientific method
Conservatism
Support current explanation until new fats accumulate that the current explanation cant deal with
Empircism
Knowledge should be based on both actual observation and research
Prediction
Theory that cannot be tested
Reliability
Ability of a test to yield very similar scores for the same individual over repeated testings
Validity
the extent to which a test measures or predicts what it is supposed to
Third Variable Problem
correlation does not equal causation
Binary Variable
Variable with only 2 possible values
Case Study pros and cons
Pros: In depth info, clear evidence for unusual cases. Cons: Not generalizable, subjective
Direct Observation pros and cons
Pros: Decrease artificial environment, long period of time. Cons: Hard for observers to go unnoticed, biased responses and interpretations
Experiment pros and cons
pros: Strict control, high accuracy. Cons: Artificial environment, hard to translate to real world, ethical and moral limits
measures of central tendency
mean, median, mode
Mean Cons
vulnerable to outliers
Mode Pros
Applicable to non-numerical values
Type 1 error
Claiming the IV manipulation had an effect when difference is actually the result of sampling error. Error is in the same direction as prediction
Type 2 error
Sampling error causes an effect opposite as prediction. Caught by replication
social desirability bias
A tendency to give socially approved answers to questions about oneself.
response set
a tendency to respond to questions in a particular way that is unrelated to the content of the questions
instrumental/operant conditioning
type of learning in which a behavioral response can be conditioned through reinforcement. Learning contingency between behavior and consequence
Thorndike
Performed Cat in a puzzle box experiment. Developed concept of refinement of behavior (stamped in, stamped out, and law of effect)
Law of Effect
Behavior resulting is positive reinforcements are stamped in
Reinforcer
A stimulus/consequence that changes the rate of response when presented after the response (can be positive or negative)
Reward Training
Presentation of a positive reinforcer to increase behavior
Omission Training
The removal of a positive reinforcement following a behaviour to decrease the frequency of that behaviour.
Escape Training
Removal of a negative reinforcer to increase behaviour
Punishment Training
presentation of a negative reinforcer after a response in order to decrease behavior
Cumulative Recorder
Graphic recorder that demonstrates rate of behavior/pattern of acquisition. Records response rate, time between responses
Autoshaping
Type of IC. Does not require guidance
Shaping
Type of IC. Requires guidance as behavior is complex
discriminative stimulus
Stimulus that individuates whether contingency is valid. SD+ = Valid
Continuous Reinforcement
Response is presented with reinforcer each trial
Partial Reinforcement
Response is presented with reinforcer sometimes
Ratio Response
Form of Partial Reinforcement. Reinforcer is presented based on the number of responses
Interval TIme
Form of Partial Reinforcement. Reinforcer is presented based on time since last reinforer was presented
Fixed Constant
Subcategory of interval and ratio schedules. Ratio and time reached has no exceptions
Variable Ratio/Interval Scale
Subcategory of interval and ratio schedules. Presentation of reinforcement is based on a variable ratio or time (average)
Fixed Ratio Schedule
Reinforcement is always given following a specific number of responses. Pause-and-run pattern
Fixed Interval Schedule
Reinforcement is always given at a specific time. Scalloped graph
Variable ratio schedule
Reinforcement is given following an average number of responses. Straight line up. VR-10 is more steep than VR-40. More robust
Variable interval schedule
Reinforcement is given following an average time. Response is continuous and steeper with shorter times. Doesn't want to miss opportunity for reinforcement
Operant
Behavior that directly causes a +ve or -ve consequence
Primary Reinforcer
Biologically beneficial reinforcer
Secondary Reinforcer
Come to reinforcing through previous learning
Operant Chamber
Chamber with mechanism by which an animal could respond to produce a reinforcer. Better than puzzle box
Delay of gratification
Ability to tolerate waiting for the +ve reinforcer
Testing Effect
Learning is better facilitated through difficult testing and feedback
Chaining
Teaching a complex behavior by reinforcing with the opportunity to perform the next response
Contrast effect
Changes in the value of a reward to shift response rate. -ve contrast: Decrease response reate
Overjustification effect
Newly introduced rewards for a previously unrewarded task can alter an individual's perception
Post-reinforcement pause
Occurs in FR schedule. Organism stops responding before starting again
Ratio Strain
Occurs in FR schedule. Longer pause of response as ratio for reinforcement increases (500 pecks by a bird for seed)
Break point
Occurs in FR schedule. Stopped response as ratio for reinforcement increases (500 pecks by a bird for seed)
Mirror neurons
cells that respond in the same way when performing an action as it does when the animal processing the cell observes someone else perform the action
Unconditioned Stimulus
Stimuli that automatically elicits a response without training
Unconditioned Response
Automatic reflex to a stimulus. Biological reflex. Affected by habituation or sensitization
Conditioned Stimulus
Originally neutral stimulus that becomes associated with the US. Presence of CS predicts the upcoming of the US. Occurs before the US. Acquisition between US and CS. Now causes response
Conditioned Response
Response to CS. Similar to UR
Acquisition
The learning of a contingency between a US and CS. Speed of acquisition can be fast or slow. Negatively accelerating curve
Ivan Pavlov
Noticed salivation in dogs when metronome was activated
Conditional Reflex
Trained reflex
Contingent relationship/Contingencies
One stimuli reliable predicts the presentation of another
Unconscious learning
Composed of Classical conditioning and Instrumental conditioning
Extinction
The loss of CR when the CS no longer predicts the US. Inhibitory response competes with previously learned contingency
Spontaneous Recovery
The reemergence of the CR with the presentation of the CS following a rest period after extinction
Stimulus Generalization
The ability for a range of similar CS to elicit the CR. Makes classical conditioning for efficient and flexible
Stimulus Discrimination
Restricts range of stimuli that can elicit response as stimuli that are too different from the CS do not accurately predict the presence of the US. Causes a flattened graph
CS+ (Excitory conditioning)
Stimuli that predicts the presence of the US. If a CS- is also present, intermediate response will occur
CS- (inhibitory conditioning)
Stimuli that predicts the absence of the US. Refines learning process. If a CS+ is also present, intermediate response will occur
Phobia
Exaggerated, intense fear of ___.