validities and types of samples
construct validity
the extent to which an experiment measures the construct it is designed to measure
operationalism
to make something measurable
internal validity
the extent which a study can show a cause and effect relationship, if results can be attributed due t change in IV (minimum confounding variables)
internal validity experiment ex.
skateboarding example
higher internal validity
counterbalancing, placebo, double blind
lower internal validity
experimenter bias, lack of control, demand characteristics
external validity
can be applied outside of story(if results would be same in dif setting)
ecological validity
if the conditions reflect real world behavior
mundane realism
if experiment is low in ecological validity
population validity
the extent in which is applicable to a large population beyond pop sample
sample
participants being used in research/ experiment
target population
the ppl in which the finding can be generalized
random sample
equal chance of being picked
stratified sample
divide population from strata and selects from there while staying true to proportional population
self selected
participants who volunteered for study (advertisements)
opportunity/convenience sample
participants from easy to reach place for researcher (classroom)
judgemental/purposive sample
selected based on qualities needed for testing of experiment (in qualitative experiments)
snowball sample
existing participants recruit next particiapnt’s
strengths for opportunity sample
easy, cost effective
weakness for opportunity sample
potential bias
strength for random sample
less bias possible
weakness for random sample
leaves out some hard to reach population (unrepresenattve)
self selected strength
easy, able to do ethically questionable experiments
self selected weaknesses
selection bias (only ppl who volunteered doesn’t show all of pop),overrepresentation skews, lack of control
stratified strength
more representative of pop, higher accuracy
stratified weakness
complex, time consuming to list
snowball strength
cost effective(no need for adds), finds hard to reach population
snowball weakness
selection bias
purposive strength
good for qualitative research to find a trend
purposive weakness
researcher bias