Research Design Flashcards
Group designs vs single-subject designs
one or more groups of subjects exposed to one or more levels of the IV(‘s)
example: young vs old subjects, various levels of noise added to a speech recognition task
focus is on individual behavior, can include multiple subjects but they are not analyzed primarily as a group
example: looking at effects of various types of phonemic training, in a child (or children) with reading deficits
Between subjects vs within-subjects designs vs mixed
all these can be group designs, group equivalence needs to make sure that factors such as age, education, gender, intelligence, etc don’t contribute to differences in the dependent variable
two strategies
- subject randomization
-subject matching
different groups of subjects are exposed to different levels of the IV
-sequencing effects
order effects
carryover effects
-two solutions
sequence randomization
counterbalancing
same subjects are exposed to different levels of the IV, require fewer subjects
use both between-subject and within-subject variables
Test Validity
Face
Content
Predictive
Concurrent
Convergent
Discriminant
Internal vs External Validity
experimental validity
the extent to which an experiment accurately measures what it intended to measure
-depends on how well the experiment was designed and controlled for relevant extraneous factors
the extent to which the results of an experiment can be generalized to a larger context, beyond the confines of the experiment itself
-also depends on good study design, to maximize generalizability
Threats to Internal Validity/sources of excess variability
history
maturation
reactive pretest
instrumentation
statistical regression
differential subject selection
attrition
interaction of factors
credibility
Generalizability