Hindsight Bias – Believing you "knew it all along."
Confirmation Bias – Seeking info that supports beliefs.
Overconfidence – Thinking you're more accurate than reality.
Peer Reviewers – Experts who evaluate scientific work.
Theory – Explanation based on evidence.
Hypothesis – Testable prediction based on theory.
Falsifiable – Can be proven false by evidence.
Operational Definition – Describes variables in measurable terms.
Replication – Repeating study for consistent results.
Case Study – In-depth study of one subject.
Meta-Analysis – Combines results of many studies.
Naturalistic Observation – Watching behavior in natural setting.
Survey – Questionnaire to gather self-reported data.
Social Desirability Bias – Giving socially approved answers.
Self-Report Bias – Inaccurate personal reporting.
Experimenter Bias – Researcher influences outcome unintentionally.
Population – Entire group being studied.
Sample – Subset of population studied.
Sampling Bias – Sample doesn’t represent population.
Random Sample – Everyone has equal selection chance.
Convenience Sampling – Sample easiest to reach.
Representative Sample – Accurately reflects population characteristics.
Experimental Methodology – Manipulates variables to find cause.
Non-Experimental Methodology – Observes without changing variables.
Correlation – Relationship between two variables.
Correlation Coefficient – Strength/direction of correlation.
Variable – Anything measurable or changeable.
Scatterplot – Graph showing variable relationships.
Illusory Correlation – Perceiving relationship where none exists.
Directionality Problem – Can’t tell which variable influences the other.
Third Variable Problem – Unmeasured variable causes both.
Regression Toward the Mean – Extreme scores move toward average.
Experiment – Controlled test of variables.
Experimental Group – Gets treatment or condition.
Control Group – No treatment; comparison group.
Independent Variable – Manipulated by researcher.
Dependent Variable – Measured outcome.
Random Assignment – Subjects randomly in groups.
Single-Blind Procedure – Participants unaware of group.
Double-Blind Procedure – Both participants/researchers unaware.
Placebo – Inactive substance used in control.
Placebo Effect – Response to fake treatment.
Confounding Variable – Affects DV besides IV.
Validity – Measures what it claims to measure.
Quantitative Research – Uses numbers/statistics.
Qualitative Research – Uses open-ended, descriptive data.
Likert Scales – Rating scales for opinions.
Institutional Review – Approves ethical research.
Informed Consent – Participant agrees after knowing risks.
Informed Assent – Minor’s agreement to participate.
Protect from Harm – No unnecessary physical/psychological harm.
Confidentiality – Personal data kept private.
Research Confederates – Actors in an experiment.
Debriefing – Explaining study afterward.
Histogram – Bar graph of data distribution.
Measure of Central Tendency – Shows center of data.
Mode – Most frequent score.
Mean – Average score.
Median – Middle score.
Percentile Rank – Score’s position in distribution.
Skewed Distribution – Scores distorted left or right.
Bimodal Distribution – Two frequent scores (peaks).
Range – Difference between highest and lowest.
Standard Deviation – Spread of scores around mean.
Normal Curve – Bell-shaped symmetrical distribution.
Inferential Statistics – Draw conclusions about population.
Meta-Analysis – Repeated here—study of studies.
Statistical Significance – Unlikely result due to chance.
Effect Size – Strength of experimental outcome.