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Foundations of Measurements
Study Exam 2 (Validity)
50
Psychology
Graduate
03/04/2013

Additional Psychology Flashcards

 


 

Cards

Term

Validity Definition

Definition
"Degree to which the elements of an assessment instrument are relevant of targeted construct for the particular assessment purpose." -Haynes

Term

Content Validity Problems

Definition
  • Ommisions of relevant content
  • Inclusion of irrelevant content
  • Excessive over (or under) emphasis of some apsects of the domain
Term




General Steps when building Content Validity into NEW instruments

Definition

 

  1. Identify construct (or behavior)

2. Identify purpose (function of your measurement)

 

3. identify population (who will use the measurement)

Term

Validity: Classical Distinctions (3)

Definition
  • Content-Related Validity
  • Construct Validity
  • Criterion-related
Term
What is "Face Validity"

Definition

Does the measure appear to measure what it says it measures.

 

(No established formal proceedures, superficial examination usually by potential consumers)

Term
Content Validity

Definition
  • including appropriate content
  • avoiding inappropirate content

(Getting a good Balance)

Term
Forms of Construct Validity?


4 (+ other)

 

Definition
  1. Convergent Validity
  2. Descriminant Validity
  3. DescriminaTIVE Validity
  4. Factorial Validity 

Other Construct Valididty

 

(Getting at the MEANING of the scores)

 

Term

Convergent Validity

Definition

Compares:

 

Scores on target measure w/ scores on measure of SAME construct.

 

(Ex: Compares scores on my depression measure compared to scores on another depression measure)

 

(a form of Construct Validity)

Term
The Nomological Net
Definition

Web of relationships between Constructs

 

(a representation of the constructs, their observable manifestations, and the interrelationships among and between eachother. Cronbach and Meehl's view: Construct Valididty--> that in order to provide evidence that a measure has construct validity, a nomological network has to be developed for its measure.)

Term

Discriminant Validity

Definition

Compares:

 

Scores on target measure w/ scores on a measure of supposedly UNrelated construct(s).

 

(purpose is to discriminate between other constructs)

 

 (a form of Construct Validity)

 

Term

Discriminative Validity

Definition

Compares:

 

Two or more groups w/ scores from the target measure.

 

(ANOVA; significance between groups)



(a form of Construct Validity)

Term
Factorial Validity

Definition

 

Item assessed for how they group together

 

(How they cluster in meaningful ways)

 

Term
Negative Correlations

 

Definition

Inverse-Related (not UNrelated)

 

(strong magnitude, but in the opposite direction)

 

Term
What is Criterion Related Validity?
Definition

 

It addresses the relationship between our scores and some criterion we wish to approximate or predict

 

(scores can be used to predict a persons performance, behaviors, etc.)

 

(Criterion = Gold Standard)

Term
2 aspects of Criterion Validity?
Definition
  1. Concurrent Validity
  2. Predictive Validity
Term
Concurrent Validity
Definition

Do scores on my measure predict scores on the criterion measure given at approximately the same point in time?

Term
Predictive Validity
Definition

Do scores on my measure predict performance at a LATER time?

Term
Positive Predictive Power
Definition
a true positive (probability that a person who has a positive test result actually has the outcome)
Term
g-theory
Definition
an extension of classical test theory that uses ANOVA methods to evaluate the combine effects of multiple sources of error variance on tests scores simultaneously
Term
Goals of g-theory
Definition
Explains systematic influences on scores(differences among participants in terms of the construct)
-consider multiple contributors
-contributors = facets (eg; Raters (r), occasion/time of measurement (pre/post), group conditions, test items)
Term
g-theory looks at multiple _____ simultaneously.
Definition
facets
-Participants (p)
-Rater (r)
-Time (t)
Term
Purpose of a g-study
Definition
-to design a study that will have adequate generalizability
-concerned to with the extent to which a SAMPLE of measures generalizes to a more extensive set of conditions
Term
Why hasn't g-theory caught on?
Definition
-BC ITS VERY INTENSE! (must cross all levels (stats get complicated)
-No Rule of Thumb for interpretation of results
-Results depend upon variability among people in data set
-not enough measurement classes
Term
Relationship between reliability and validity
Definition
Classical measurement theory: Reliability of scores sets upper limit on validity coefficients (and other r's) involving that score = ATTENUATION
Term
Correction for Attenuation
Definition
Estimates what r would be if constructs were measured WITHOUT ANY ERROR
Note: Use reliable coefficients from your OWN data
Term
last but not least, "Content validity is ________."
Definition
Conditional
-it depends on a particular instrument, used for a particular purpose, used with a particular population
Term
Construct Validity; all aspects address the ________ of the scores.
Definition
Meaning!
-Do our scores show expected relationships (with construct bx's) based on theory or past research?
Term
4 aspects of Construct Validity
Definition
-Convergent Validity
-Discriminant Validity
-Discriminative Validity
-Other evidence for Construct validity
Term
Convergent Validity
Definition
Do scores on my measure relate positively to scores on another measure of the same construct?
Term
Discriminant Validity (Unrelated)
Definition
Are scores on my measure UNrelated to scores on a measure assessing a theoretically UNrelated construct.
Term
DiscrimanaTIVE Validity
Definition
do scores on my measure differentiate between groups KNOWN or SUSPECTED to differ on the construct i am assessing?
Term
4th Aspect of Construct Validity
Definition
Other evidence for Construct validity
-Factor Analysis (Factor Validity)
-->do scores change as predicted when exposed to factors that should produce change (experimental manipulations, developmental changes)
-Negative Correlations between target scores and scores assessing constructs expected to be INVERSELY RELATED to target construct
Term
2 Aspects of Criterion-Related Validity
Definition
-Negative Concurrent
-Predictive Validity
Term
Concurrent Validity (Aspect of Criterion-Related Validity)
Definition
Relationship between the test score and the criterion when the rest of the scores are obtained at about the same time that the criterion measures are obtained.
Term
Predictive Validity (Aspect of Criterion-Related Validity)
Definition
Relationship between the test scores and the criterion measure obtained at a FUTURE time
Term
Criterion?
-What should it have evidence of?
Definition
The standard to which a test or a test score is evaluated
-Reliability
-Relevance (the criterion should tell us something about what we are trying to measure)
-Validity
-Being "Uncontaminated"
Term
What is Criterion contamination?
Definition
When the criterion itself has been bases, at least in part, on the predictor of the measure. (this may indicate some knowledge of the predictor)
Term
What is the outcome of Criterion Contamination?
Definition
It may artificially inflate the correlation between the predictor and the criterion.
Term
2 variations in Criterion (outcomes)
Definition
-Dichotomous (disorder present/absent?, will person pass/fail?)
-Continuous (how well will a person will do; not just pass fail, not just yes or no)
Term
Differential Validity
Definition
-scores may not work well for all decisions
-different clinical utility based on group (ex: a test may work well in predicting one groups performance but not for another)
Term
Increment Validity (an additional increment)
Definition
"Degree to which an additional predictor explains something about the criterion measure that is not explained by predictors (data) already in use"
Term
3 types of Incremental Validity in Psychological research? (Hunsley & Meyer)
Definition
-Testing instruments
-Test-informed clinical inferences
-New measures
Term
Base Rate
Definition
The probability of the outcome in the population under investigation; without using the measure...how often does this outcome happen
Term
Selection Ratios
Definition
# of positions available / # of applicants for the positions
Term
3 Rules of Base Rates (BR)
Definition
-too low; a test is best used to rule OUT a condition, but not rule in.
-too high; a test is best used to rule IN a condition, but not rule out
-It is best at 50%; this is when tests work best :)
Term
What happens when base rates are too low?
Definition
Large portion of false positives (this is why we need to be aware of base rates)
Term
Sensitivity (base rates)
Definition
Detection Rate
-the percentage of true positives that test identities correctly (accurate identification of people with a disorder)
Term
Specificity (base rates)
Definition
Percentage of true negatives that the test identifies correctly (accurate exclusion of people without a disorder)
Term
Positive Predictive Power
Definition
The probability that person who has a positive test result actually has the outcome (TRUE POSITIVE)
Term
Negative Predictive Power
Definition
the probability that a person who has a negative test result does not have the outcome. (A TRUE NEGATIVE)
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