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Psyc Measurement Midterm 1
Intro, test development, citical test theory and reliability
67
Psychology
Undergraduate 3
04/11/2012

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Term
What is Psychometrics?
Definition
The science of psychological measurement
Term
What are the three defining characteristics of A psychological test?
Definition
1) test is a sample of behavior
2) sample is obtained under standardized conditions
3) established rules for scoring
Term
What are the 3 categories of psychological tests?
Definition
1) tests of performance (well-defined task)
2) behavior observations (response to a context)
3) self-report
Term
What kind of test is a driving test and example of?
Definition
test of performance
Term
What are 2 Concerns over Psychological Tests?
Definition
1) Psychological tests might have an undue impact on an individual
2) Tests might change decisions/actions of individual
Term
What are the 4 scales of measurement?
Definition
-Nominal
-Ordinal
-Interval
-Ratio
Term
What is the mean and how is it calculated?
Definition
-average score
(ΣX)/N
Term
What is the mode and how is it calculated?
Definition
-most common score
-if more than 1 most common, average or report 2 modes
Term
What is the median and how is it calculated?
Definition
-middle score
-(N+1)/2
-for an even number average the two middle scores
Term
What does A large variance indicate?
Definition
that individual scores tend to differ substantially from the mean and therefore from each other
Term
What does A small variance indicate?
Definition
that most
individuals received very similar scores and therefore that most people are very close to the mean
Term
what does standard deviation mean?
Definition
the average amount the scores deviated
from the mean
Term
How is standard deviation calculated?
Definition
Square root of the variance
Term
How is the variance calculated? σ2
Definition
-for each score: subtract the mean from it and square it
-add up all the new cores
-divide the total by N
Term
What is the difference between a positive Z score and a negative Z score?
Definition
+ above the mean
- below the mean
Term
How is a Z score calculated?
Definition
(X-mean)/SD
Term
With a perfect correlation, all points in the scattergram will _______?
Definition
fall on a straight line
Term
How is correlation calculated?
Definition
rXY = (ΣZxZy)/n
Term
What does a regression do?
Definition
it chooses a line called the
Least Squares Line. The line is chosen based on when prediction errors are at a minimum.
Term
What is the mean and standard deviation of a T score?
Definition
mean = 50
SD = 10
Term
What is the formula for a T score?
Definition
T = (new SD/old SD) x (old score - old mean) + new mean
Term
Do linear transformations change the shape of the distribution?
Definition
no
Term
What is percentile rank?
Definition
The percentile rank represents the percentage of the norm group that earned a raw score less than or
equal to the score of that particular individual
Term
How is percentile rank calculated?
Definition
Place from the top score / n
Term
What is A norm-based score?
Definition
where an individual stands in
comparison with the particular normative group that defines the
set of standards
Term
What are Criterion-referenced tests?
Definition
evaluate a person's score with reference to a set standard (e.g., a driving test)
Term
What is wrong with this question:

My instructor grades fairly and
quickly.
Definition
it should only have central thought, more than one makes it double-barreled
Term
What is wrong with this question?

For what age group will it not be
the case that people disapprove of graded vehicle licensing?
Definition
It is a double-negative
Term
What is a Thurstone scale?
Definition
-attempt to measure attitudes on an interval scale
-statements are are sorted into categories by judges based on how strong the statements are
Term
What is a Guttman scale?
Definition
All respondents who agree with the stronger statements of the attitude will also agree with milder statements
Term
What is Cumulative scoring?
Definition
the higher the score on the test, the higher the test taker is on the ability, trait, characteristic
Term
What is Ipsative scoring?
Definition
the response choices are pitted against one another so that choosing one option, by definition, makes the respondent higher on one scale and lower on the other
Term
What is the Construct, or rational approach Test Development Strategy?
Definition
Start with psychological theory underlying the construct/trait
Term
What are the two kinds of Empirical Approaches to test development?
Definition
-The contrasted groups approach
-The criterion keyed approach
Term
What is the criterion keyed approach?
Definition
focuses on examining the correlation between each item and some criterion (e.g., performance in university)
Term
What is the contrasted groups approach?
Definition
focuses on looking for differences in the way two groups respond to the same item
Term
What are the 5 kinds of response sets?
Definition
-social desirability
-random responding
-dissimulation
-acquiescence
-criticalness
Term
What is social desirability?
Definition
a kind of response set.
A propensity for giving a socially approved response (rather than the true response)
Term
What is random responding?
Definition
a kind of response set.
when examinees fail to attend to the
content of test items, and respond randomly Due to:
-lack of motivation
-Inability to complete task accurately
Term
What is dissimulation?
Definition
a kind of response set.
Refers to completing an inventory so as to “fake good” or “fake bad”
Term
What is acquiescence?
Definition
a kind of response set.
Tendency to generally agree
Term
What is criticalness?
Definition
a kind of response set.
Tendency to disagree.
Term
What is true score?
Definition
the expected value (long term average) of the variable
Term
What is the difference between random and systematic error?
Definition
Systematic: errors that are consistently in the same direction
Random: average out to zero over an infinite number of  measurements
Term
What are the assumptions of classical test theory?
Definition
X = T + E

Error is random (+ve or ‐ve)
Term
What is The correlation between true score and error according to classical test theory?
Definition
0
Term
What is the reliability coefficient rxx?
Definition
the ratio of true score variance to the total variance of test scores
Term
A test with _____ measurement error is a 
reliable test
Definition
little
Term
Reliability indicates the proportion of variance in test scores that is due to or accounted by  variability in ______
Definition
true scores
Term
What is Parallel Test Model?
Definition
way of thinking about Reliability: the correlation between any two random parallel tests
- a high correlation means a high reliability
Term
Smaller error scores will __________
reliabilities
Definition
raise
Term
What are the 4 ways to assess reliability?
Definition
-test-retest reliability
-parallel forms reliability
-split-half reliability
-internal consistency (alpha)
Term
What is Test‐Retest Reliability?
Definition
This is an estimate of stability
-a test is taken and then retaken later
-Practice & carryover effects can
spuriously increase reliability
Term
What is Parallel Forms Reliability?
Definition
This is an estimate of equivalence
-take a test and then take a similar test again later
Term
What is Split‐Half Reliability?
Definition
This is an estimate of internal consistency
-correlate two halves of the test
-each different split ½ will yield a different reliability coefficient
Term
What is Cronbach’s Alpha?
Definition
a measure of internal consistency
Term
In the Cronbach’s Alpha formula, what do these mean?
K
σ2i
σ2x
Definition
K: number of test items
σ2i: variance of the test item
σ2x: variance of the test total scores
Term
for the Standardized Alpha formula, what do these mean?

k
rij
Definition
k: number of test items
rij: average inter-correlation among test items
Term
How does the  length of the test (k) influence reliability?
Definition
The more items you have, the more the random errors cancel each other out. This is because errors are sometimes +ve and sometimes –ve
Term
How can you see how the mean inter‐item correlation of the test (r) is influencing your reliability?
Definition
use the standardized alpha formula
Term
How does The variance of the true scores in the sample (σ2T) influence reliability?
Definition
if there is no variance, the reliability is lowered
Term
What formula can be used to 
predict the effect of lengthening a test?
Definition
The Spearman Brown formula
Term
In the The Spearman Brown formula, what do these terms mean?
newrx
oldrxx
n
Definition
newrx : Reliability of lengthened/shortened test
oldrxx : Reliability of original test
n : Ratio of new to old test length of the form
Term
What is The Standard Error of Measurement (SEM)?
Definition
how much observed scores deviate from the true score
Term
The higher the reliability of a test, the _____ the SEM
Definition
lower
Term
In the Standard Error of Measurement (SEM) formula, what do these mean?

σx
rxx
Definition
σx : standard deviation of test scores
rxx : reliability of the test
Term
What is Correction for attenuation?
Definition
estimate of the correlation you would expect between two imperfect measures if the effects of measurement error could be removed
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