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33 Cards in this Set

  • Front
  • Back
To what extent can the intervention, rather than extraneous influences, be considered to account for the results, changes, or group differences?
internal validity
To what extent can the results be generalized or extended to people, settings, times, measures, and characteristics other than those in this experimental arrangement?
external validity
Given that the intervention was responsible for change, what specific aspect of the intervention or arrangement was the causal agent, that is, what is the conceptual basis (construct) underlying the effect?
construct validity
To what extent is a relation shown, demonstrated, or evident, and how well can the investigation detect effects if they exist?
statistical conclusion validity
this type of validity establishes that there is an effect
statistical conclusion validity
this type of validity makes sure that the effect was caused by our intervention
Internal validity
Given that the intervention was responsible for change, this type of validity allows us to say that there was change in the construct (i.e., depression, not just BDI score).
construct validity
this type of validity asks " can we generalize to certain subpopulations?"
external validity
if there is no difference between groups and we reject the null, this is...
false +

(where rejecting the null is pos, and failing to reject null is neg).
if there is no diff betw groups and we fail to reject the null, this is ....
true -

(where rejecting the null is pos, and failing to reject null is neg).
If there is a diff between groups and we reject the null, this is ....
true +

(where rejecting the null is pos, and failing to reject null is neg).
If there is a diff and we fail to reject null, this is...
false -

(where rejecting the null is pos, and failing to reject null is neg).
Describe Dr.M's steps for experimental research (6).
1. Define a population and a construct of interest
2. Draw a sample
3. use randomization/random assignment
4. may do pretest
5. Intervention
6. Compare post-test scores from the group
What Statistical Conclusion Validity Issues, External Validity issues, and Construct Validity issues are present during step 1, Define a population and a construct of interest?
SCV issues here: population heterogeneity

External Validity issues: generalizability may be limited by certain types of populations

Construct Validity Issues: how depression is related to negative affectivity, etc.
What are some examples of statistical conclusion validity issues (SCV)?
population heterogeneity, will sample be large enought to detect the effect we think is present, hidden nesting, reliability of instruments, random error.
What are some examples of external validity issues?
generalizability limited by certain types populations, volunteerism, how representative of the population is my sample
What are some examples of construct validity issues?
how depression is related to negative affectivity, is tx you are doing a good representation of all cbt tx,
What are some examples of internal validity issues?
instrumentation in testing, regression to the mean, people drop out
With this technique, we make sure that we include individual from each strata. It is designed to address the external validity issue of represenativeness.
stratified random sampling
What SCV, EV issues are present during step 2 (Draw a sample)?
SCV: will sample be large enough to detect the effect we think will be present

External validity: how representative of the population is my sample. Do we have a random sample?;also, volunteerism
Step 3 involves using randomization/random assignment. What SCV issues are present here?
1. hidden nesting- violates assumption of independence.
make several subpopulations and subrandomize among those
for example, 3 blocks could be created among people with low, mid and high BDI scores.
randomization blocks
What is hidden nesting? Why is it a problem? Which step in the research process is it likely to appear?
hidden nesting = you recruit kids from several classrooms, but kids in class A are more similar than kids in other classes

hidden nesting is a problem be/c it violates the assumption of independence.

hidden nesting is likely to appear when you use randomization/random assignment to form groups (step 3).
What SCV and internal validity issues are associated with step 4, pretest?
SCV: reliability of BDI

Internal Validity: instrumentation in testing
What IV and CV issues are associated with step 5, intervention?
IV: regression to the mean

CV: is your Tx a good representation of all CBT tx?
What internal validity issue is present in step 6 (compare post-test scores from the groups)?
people drop out
Issues of random error are associated with what kind of validity?
SCV
You can increase power by..
1. collecting pretest data
2. using an ANCOVA
Describe some of the distinguishing features of a scientific theory.
1. theory has empirical support.
2. It allows for hypotheses that can be falsified
3. theory allows for the operationalization of constructs (i.e, it allows you to measure them in a way that is valid).
set of interrelated hypotheses for the purpose of explanation, understanding, predicting the course of a behavioral problem/disorder, controlling course of prob through tx.
scientific theories
According to Platt, what three things are needed in order to make a strong inference?
1. generate multiple hypotheses from competing theories
2. design study that eliminates as many alternative hypotheses as possible
3. cleanly conduct the experiment
When Platt suggests that experiments should be cleanly conducted, what does this mean?
1. use standardized instruments to decrease variance
2. administer instruments reliably
3. ask questions in a way that will minimize expectancy, anchoring effects, and control for social desireability.
Distinguish between the types of causes discussed in the Haynes article.
original causes = proceeds all other causes and is independent of them; sets off the chain

maintaining causes = allow for continued behavior prob

triggering causes = associated with the immediate onset of a behavior disorder. (i.e., psychosocial stressor that triggers idea of hopelessness).