RESEARCH Flashcards
(42 cards)
what does Regression mean?
All Variables examined are continuous( makes assumption of which variable is influencing other)
(think one variable causes the other to regress)
what does Linear Regression mean?
Degree of dependence between one variable on another
when all variables are categorical, looks at if 2 distributions differ from each other
Chi-square
compares mean values of continuous variable between 2 groups
T-test
compares mean values of continuous variable between 3+ groups
ANOVA
think: A nova comet hits 3 mean(angry) groups
this study type looks at a group of different people at one moment in time
cross-sectional study
this study follows a subset of the population over a lifetime
cohort study
lifetime COuples HORT “hurt”
group of people that share a commone characteristic (example: people born and exposed to same polutant)
cohort
think COuples have somethinig in common
cohort that looks back at events that have already taken place
retrospective cohort design
cohort that follows a group of individuals over a period of time
Prospective cohort design
type of study in which, data is gathered for the same subjects repeatedly over a period of time
longitudinal study
type of observational study in which 2 groups differ in outcome and are compared to find causal factor
(Ex. comparing
people with the disease
with those who don’t but are otherwise similar)
Case-Control study
Highly controlled interventional study
Clinical trial
people studied randomly given one of treatments under study, used to test efficacy/side effects of medical interventions like drugs. Gold
standard for a clinical trial
Randomized controlled trial
Type of study that involves the manipulation of variables (independent and dependent)
Experimental study
is similar to an experimental
design but lacks random assignment.
Quasi-Experimental design
in this type of study there is no interference or manipulation of variables
Observational
what dos a correlation coefficient that is below -1 mean?
Likely the result of an error
what does “regression to the mean” mean?
phenomenon in which scores become more average overtime
(type of validity) Whether results of the study can be generalized to other situations
external validity
(type of validity)extent to which a causal conclusion based on a study is warranted
internal validity
type of external validity which describes how well the sample used can be extrapolated to a population as a whole. “Generalizability”
Population validity
type of external validity which looks at the testing environment and determines how much it influences behavior
Ecological validity
measures how
well a test matches up with a
benchmark test, which is usually another valid measure of the same
construct
Concurrent Validity