experimental design and methods Flashcards
variable
phenomena in the real world that has variation
independent variable
variable that is manipulated to examine changes in the dependent variable
- on x axis
dependent variable
depends on the independent variable and change is measured
- on y axis
confounding variable
third variable that affects both the independent and dependent variables
mediating variable
provides a link between the independent and dependent variables (in between/ middle)
moderating variable
modulates the intensity between the variables
operationalization
translating into a measurable way
experimental studies
researchers directly manipulate an independent variable
observational studies
carefully examine prexsisting patterns - independent variable is not manipulated
negative controls
do not recieve treatment or intervention
positive controls
recieve a treatment that has known outcomes to compare a new treatment
what kind of experimental design is used when placebo testing a new drug?
double blindq
randomized controlled trial (RCT)
particpants are randomized to control vs treatment group
cross-sectional study
type of observational study where researchers take a group of people that represent a population and measure things about them
- give a snapshot about a population at one specific time
- cannot assume causality `
- retrospective study
longtitudinal study
type of observational study where the same group of cohorts are studied over a long period of time
risk factors
independent variables associated with higher risk of a negative outcome
protective factors
independent variables associated with positive outcome
cohort studies
subset of longtitudinal studies that follows a specific group over time
- prospective study
case control studies
subtype of observational studies
- compare specific cases of interest with controls
- used in epidemiology
case study
researcher reports their specific experience with a specific condition
- if multiple cases .. it is a case series
mixed methods
record qualitative and quantitative results
validity
extent to which the results are GENUINE AND GENERALIZABLE
-internal, external, and test
internal validity
confirming a causual relationship
external validity
extent that lab results can be generalized to describe real population