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random sample
A group chosen from a population where every person has an equal chance of being selected.
random selection
The process of choosing people from a population in a way that gives everyone an equal chance.
random assignment
Putting participants into different groups (like experimental or control) by chance, not choice.
representative sample
A sample that reflects the important characteristics of the larger population.
population
The entire group of people or things a researcher is interested in studying.
reliability
The consistency of results when something is measured repeatedly.
validity
How well a test or study measures what it is supposed to measure.
independent variable
The factor that the researcher changes or manipulates.
dependent variable
The outcome or result that is measured in an experiment.
confounding variable
An outside factor that could affect the results and confuse interpretation.
experimental group
The group that receives the treatment or condition being tested.
control group
The group that does not get the treatment, used for comparison.
placebo group
A control group that gets a "fake" treatment (like a sugar pill) to test the real treatment's effect.
single blind design
An experiment where participants don't know if they're in the experimental or control group, but researchers do.
double blind design
An experiment where neither participants nor researchers know who is in which group.
placebo effect
When people show improvement just because they believe they are receiving a real treatment.