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Hindsight Bias
Believing you 'knew it all along.'
Confirmation Bias
Seeking information that supports pre-existing beliefs.
Overconfidence
Thinking you're more accurate than reality.
Peer Reviewers
Experts who evaluate scientific work.
Theory
Explanation based on evidence.
Hypothesis
A testable prediction based on a theory.
Falsifiable
Can be proven false by evidence.
Operational Definition
Describes variables in measurable terms.
Replication
Repeating a study to obtain consistent results.
Case Study
An in-depth study of one subject.
Meta-Analysis
Combines results of many studies.
Naturalistic Observation
Watching behavior in a natural setting.
Survey
A questionnaire to gather self-reported data.
Social Desirability Bias
Providing socially approved answers.
Self-Report Bias
Inaccurate personal reporting.
Experimenter Bias
When a researcher unintentionally influences the outcome.
Population
The entire group being studied.
Sample
A subset of the population being studied.
Sampling Bias
When a sample doesn’t accurately represent the population.
Random Sample
Everyone in the population has an equal chance of selection.
Convenience Sampling
Sampling from the easiest to reach subjects.
Representative Sample
A sample that accurately reflects population characteristics.
Experimental Methodology
Manipulates variables to determine cause.
Non-Experimental Methodology
Observes without altering variables.
Correlation
A relationship between two variables.
Correlation Coefficient
Indicates strength and direction of a correlation.
Variable
Anything measurable or changeable.
Scatterplot
A graph showing relationships between variables.
Illusory Correlation
Perceiving a relationship where none exists.
Directionality Problem
Uncertainty about which variable influences the other.
Third Variable Problem
An unmeasured variable that accounts for two measured variables.
Regression Toward the Mean
Extreme scores move toward the average.
Experiment
A controlled test of variables.
Experimental Group
The group receiving treatment or condition.
Control Group
The group that receives no treatment; for comparison.
Independent Variable
The variable manipulated by the researcher.
Dependent Variable
The measured outcome of an experiment.
Random Assignment
Subjects are randomly assigned to different groups.
Single-Blind Procedure
Participants are unaware of which group they are in.
Double-Blind Procedure
Both participants and researchers are unaware of the groups.
Placebo
An inactive substance used in a control group.
Placebo Effect
The response to a fake treatment.
Confounding Variable
A variable affecting the dependent variable besides the independent variable.
Validity
The extent to which a measure reflects what it claims to measure.
Quantitative Research
Research that uses numbers and statistics.
Qualitative Research
Research that uses open-ended, descriptive data.
Likert Scales
Rating scales used to assess opinions.
Institutional Review
Committee that approves ethical research.
Informed Consent
Participant agrees after being informed of risks.
Informed Assent
Minor’s agreement to participate in research.
Protect from Harm
Ensures no unnecessary physical or psychological harm is done.
Confidentiality
Keeping personal data private.
Research Confederates
Actors used within the context of an experiment.
Debriefing
Explaining the study to participants afterward.
Histogram
A bar graph of data distribution.
Measure of Central Tendency
Shows the center of a dataset; includes mode, mean, and median.
Mode
The most frequent score in a dataset.
Mean
The average score calculated by summing all scores divided by the number of scores.
Median
The middle score in a dataset when ordered.
Percentile Rank
Indicates a score's position relative to others in the distribution.
Skewed Distribution
When scores are not symmetrically distributed, leaning left or right.
Bimodal Distribution
A distribution with two high frequency scores (peaks).
Range
The difference between the highest and lowest scores.
Standard Deviation
Describes how spread out scores are around the mean.
Normal Curve
A bell-shaped symmetrical distribution of data.
Inferential Statistics
Statistical methods to draw conclusions about a population based on sample data.
Statistical Significance
Indicates that a result is unlikely to be due to chance.
Effect Size
Indicates the strength of an experimental outcome.