Define: validity
an indication of accuracy in terms of the extent to which a research conclusion corresponds with reality
Define: Internal Validity
extent to which a study provides evidence of a cause-effect relationship between the independent and dependent variables (142)
Define: Construct Validity
extent to which the results support the theory behind the research
Define: External Validity and explain the difference between it and ecological validity
how well the findings of an experiment generalize to other situations or populations
eco v: how well the experiment applies to real world situations
Define: statistical conclusion validity
extent to which data are shown to be the result of cause-effect relationships rather than accident
Define: history
Events that occur outside of the experiment that could influence the results of the experiment
Define: maturation
a source of error in an experiment related to the amount of time between measurements (kids growing older between tests for example)
Define: effects of retesting
performance on a second test is influenced by simply having taken a first test
Define: regression effects
tendency of subjects with extreme scores on a first measure to score closer to the mean on a second testing
Define: selection
a confound that can occur due to assignment of subjects to groups (as opposed to random selection)
Define: mortality
the dropping out of some subjects before an experiment is completed, causing a threat to validity
Define: Role demands (demand characteristics)
partici- pants’ expectations of what an experiment requires them to do
Define: randomization
unbiased assignment pro- cess that gives each subject an equal and independent chance of being placed in every condition
Define: matching
control procedure to ensure that experimental and control groups are equated on one or more variables before the experiment
Define: statistical control
mathematical means of comparing subjects on paper when they cannot be equated as they exist
in fact (177)
Define: replicability
replication: repeating an experiment to see if the results will be the same
Define Power
the probability of rejecting the null hypothesis when it is, in fact, false (relevant to statisitcal conclusion validity
What is meant by confounding?
error that occurs when the effects of two variables in an experiment cannot be separated, resulting in a confused interpretation of the results
Why is confounding particularly acute in research in which a subject variable is used?
All of the factors that make up the subject variable are confounding variables.
List the seven major threats to internal validity
1) Ambiguous temporal precedence
2) History
3) Maturation
4) Effect of testing (repeat testing)
5)Regression effect
6) selection
7) mortality
What is the regression effect? When does it arise?
tendency of subjects with extreme scores on a first measure to score closer to the mean on a second testing
-When one assumes correlation between two variables without enough data (kid does good thing without praise=praise is not useful)
What is mortality and when is it a threat to internal validity?
the dropping out of some subjects before an experiment is completed, causing a threat to validity
When it heavily skews the difference between groups (weight losee example p.149)
Briefly describe two threats to construct validity
Loose Connection Between Theory and Method
-unsure of the validity of the method or measure used (cat aggression can be fighting or hunting)
Ambiguous Effect of Independent Variables
-when the experimenter and the P have different expectations?? (You werent concerned about how this tasted right?-participant trying to do something else)
Briefly describe three threats to external validity
Other Subjects (college students)
Other Times
Other Settings