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case study
Study of one/few rare individuals; rich detail but not generalizable.
naturalistic observation
Observing behavior in natural setting; realistic but hard to control & may have observer bias.
survey
Questions given to many people; quick, large sample, generalizable but shallow & can be inaccurate.
archival research
Using past records/data; no direct participant contact.
longitudinal research
Same group studied over time; shows change but slow & costly.
cross-sectional research
Compare groups (e.g., ages) at one time; faster but can confuse age vs. generation.
correlation
Two variables are related, but correlation ≠ causation.
positive correlation
Both variables increase or decrease together.
negative correlation
One variable increases while the other decreases.
confounding variable
A hidden third factor that influences results.
hypothesis
Testable prediction (if-then).
experimental group
Group that receives the independent variable.
control group
Group that does not receive the independent variable.
independent variable (IV)
The factor that is manipulated.
dependent variable (DV)
The factor measured as the outcome.
operational definition
Exact way variables are measured.
random sample
Subset that fairly represents the population.
random assignment
Equal chance of being placed in experimental or control group; reduces bias.
main strength of experiments
They prove cause & effect.
reliability
Produces consistent results.
validity
Accurately measures what it's supposed to.
IRB
Institutional Review Board that reviews human research.
informed consent
Voluntary agreement with risks explained & confidentiality guaranteed.
debriefing
Explaining the study to participants afterward.
rules for animal research
Mostly rodents/birds used; must minimize pain & treat ethically.