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cross sectional design
Different age groups studied at one time
ex: comparing 5,6,7 year olds
longitudinal design
Same individuals studied over time.
ex: Following children from infancy to adolescence.
sequential design
Combination of cross-sectional and longitudinal
Studying multiple cohorts over time.
confounding variable
Unintended factor that affects results.
ex: Socioeconomic status influencing academic outcomes.