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Vocabulary and key concepts from the AP Psychology Unit 1 review lecture covering research methods, statistics, ethics, and cognitive biases.
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Experimental Research
Research that shows cause and effect by changing one variable to see its impact.
Independent Variable
The variable that is changed by the researcher.
Dependent Variable
The variable measured to see if it changes due to the independent variable.
Confounding Variables
Other factors that may affect the dependent variable.
Random Assignment
Randomly placing participants into groups to avoid bias.
Experimental Group
The group that receives the treatment in a study.
Control Group
The group that does not receive treatment, used for comparison.
Placebo
A fake treatment that looks real, used to test if effects are due to belief.
Double-blind Procedures
Both participants and researchers don't know who is in which group to reduce bias.
Operational Definition
How a variable will be measured in a study.
Replication
Repeating a study to see if similar results occur.
Likert Scales
Rating scales that measure how much someone agrees or disagrees.
Hypothesis
A testable prediction about the relationship between variables.
Non-experimental Research
Research methods that cannot establish cause and effect.
Case Studies
In-depth studies of a single person or group.
Correlational Research
Examines the relationship between two variables without altering them.
Third Variable Problem
An unseen variable that may influence the results.
Correlational Coefficient
A number between −1 and +1 showing how strongly two variables are related.
Positive Correlation
Both variables increase or decrease together.
Negative Correlation
One variable increases while the other decreases.
Meta-analysis
Combining results from multiple studies to find broader trends.
Naturalistic Observation
Watching behavior in a natural setting without interference.
Random Sampling
Choosing participants so everyone has an equal chance of being selected.
Convenience Sampling
Choosing participants based on easy access.
Sampling Bias
When certain members of a population are overrepresented.
Institutional Review Board (IRB)
A board that ensures ethical standards in research are met.
Informed Consent
Participants must be told about the study and agree to join.
Confederates
Actors in a study pretending to be participants.
Debriefing
Explaining the study's true purpose to participants after it ends.
Mean
The average of a set of numbers.
Median
The middle number in a sorted list.
Mode
The most common value in a dataset.
Range
Difference between the highest and lowest values.
Standard Deviation
How spread out values are from the average.
Normal Curve
A bell-shaped distribution where most values are near the average.
Positively Skewed Distribution
A distribution with a long tail to the right.
Negatively Skewed Distribution
A distribution with a long tail to the left.
Bimodal Distribution
A distribution with two peaks.
Percentile Rank
The percentage of scores below a certain score.
Regression Towards the Mean
Extreme scores tend to be followed by average ones.
Effect Size
Indicates how strong a relationship is, categorized as small, medium, or large.
Statistical Significance
Results are unlikely due to chance.
Hindsight Bias
Seeing events as more predictable after they happen.
Confirmation Bias
Favoring information that confirms existing beliefs.
Overconfidence
Being more confident in judgment than justified.
Social Desirability Bias
Answering in a way that aligns with social norms.
Experimenter Bias
Researcher expectations unintentionally affecting results.