9 tactics for generalization
Train and Hope Sequential Modification Introduce to Natural Maintaining Contin- gencies Train Sufficient Exemplars Train Loosely Use Indiscriminable Contingencies Program Common Stimuli train to generalize mediate generalization
External validity
Internal validity
Homogenious group
- Less range, variability than heterogeneous
How is heterogeneity related to samples
the more adequately the group represents the general population, the less relevance it will have to a specific individual.
Logical generalization
adequate sample
large enough to provide precision by minimizing chance
-replication in single case design makes up for the lack of participants.
random sample
Simple random sampling is the basic sampling technique where we select a group of subjects (a sample) for study from a larger group (a population). Each individual is chosen entirely by chance and each member of the population has an equal chance of being included in the sample.
four types of generality
What are 2 limitations of group designs in establishing generality pg. 48
inferring that results from a generally homogeneous group are representative of a given population
-generalizing an average response of a heterogeneous group to an individual.
what is the problem with averaging data
doesn’t represent any individual
blocking
averaging two or more data points within a phase
what is a trend
takes past info to make a prediction
3 patterns of variability
-subjects fail to improve (previously demonstrated to be effective)
-subjects improve spontaneously (placebo effect/during BL)
-cyclical variability (intra subject variability) eg. asthma mom example
First 2 inter subject variability
What is meant by rapidly changing designs?
make immediate changes to the experimental design based on hypothesis or unexpected changes
What is meant by repeated measurement
test one group of subjects more than once.
-within-subject design
What is meant when one highlights variability
.
What is variability
Variability is the extent to which data points in a statistical distribution or data set diverge from the average, or mean, value as well as the extent to which these data points differ from each other
What is generality of findings
The generality of a finding refers to the degree to which a functional relationship obtained in one situation is able to predict the obtained relationship in a new situation.
What is meant by statistical significance?
Statistically significant is the likelihood that a relationship between two or more variables is caused by something other than random chance
Functional relationship
relationship between IV and DV
How can statistical significance over and under estimate clinical effectiveness
ex. treatment is quite effective with a few participants but not so much with others. shows effectiveness of treatment, or not, even when there may not be for some people.
What is meant by when the data are averaged overall the subjects, the effects of the uncontrolled
variables are presumed to add algebraically to zero?
In a large group of subjects, the reasoning goes, the uncontrolled factor will change the behavior of some subjects in one direction and will affect the remaining subjects in the opposite away. When the data are averaged over all the subjects, the effects of the uncontrolled variables are presumed to add algebraically to zero.
What is meant by variability was intrinsic to the organism
due to the organism rather than the experimenter/experiment.