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Critical thinking
Analyzing and evaluating information to make reasoned judgments.
Hindsight bias
Belief that you 'knew it all along' after an event happens.
Peer reviewers
Experts who evaluate research before publication.
Theory
A broad explanation based on evidence and observations.
Hypothesis
A testable prediction about the outcome of research.
Falsifiable
Can be proven false through evidence.
Operational definition
How a concept is specifically measured in a study.
Replication
Repeating a study to confirm results.
Case study
In-depth study of one person or small group.
Naturalistic observation
Observing behavior in natural settings without interference.
Survey
A method of collecting self-reported data from people.
Social desirability bias
Tendency to answer in ways seen as favorable by others.
Self-report bias
Inaccuracies in reporting one's own behavior or feelings.
Sampling bias
A sample that does not accurately represent the population.
Random sample
Every person has an equal chance of being selected.
Population
The entire group a researcher wants to study.
Correlation
A relationship between two variables.
Correlation coefficient
A number (from -1 to +1) showing strength and direction of a correlation.
Variable
Any factor that can change or be changed.
Scatterplot
A graph showing the relationship between two variables.
Illusory correlation
Perceiving a relationship where none exists.
Regression toward the mean
Unusual scores tend to return to average on retesting.
Experiment
A research method to test cause and effect.
Experimental group
Group that receives the treatment.
Control group
Group that does not receive the treatment.
Random assignment
Placing participants into groups by chance.
Single-blind procedure
Participants don’t know if they are receiving the treatment.
Double-blind procedure
Neither participants nor researchers know who is receiving the treatment.
Placebo effect
Changes caused by expectations, not the treatment itself.
Independent variable
The variable that is manipulated.
Confounding variable
Extra variable that could affect the outcome.
Experimenter bias
When a researcher's expectations influence results.
Dependent variable
The outcome measured in a study.
Validity
The degree to which a test measures what it claims to measure.
Quantitative research
Focuses on numbers and statistical analysis.
Qualitative research
Focuses on descriptions and subjective data.
Informed consent
Participants agree to a study with full knowledge of risks.
Debriefing
Explaining the purpose and details of a study after participation.
Descriptive statistics
Numbers that summarize data (e.g., average, range).
Histogram
A bar graph showing frequency of data.
Mode
The most frequently occurring score.
Mean
The average score.
Median
The middle score when numbers are ordered.
Percentile rank
The percentage of scores below a particular score.
Skewed distribution
A distribution that is not symmetrical.
Range
The difference between the highest and lowest scores.
Standard deviation
Measure of how spread out scores are.
Normal curve
Bell-shaped curve showing normal distribution of data.
Inferential statistics
Analyzing data to make generalizations about a population.
Meta-analysis
Combining results of multiple studies.
Statistical significance
Likelihood that results are not due to chance.
Effect size
The strength of the relationship between variables.