CHAPTER 5 RELIABILITY Flashcards
(29 cards)
this index of reliability is a proportion that indicates the ratio between the true score variance on a test and the total variance.
Reliability Coefficient
this statistic is useful in describing sources of test score variability (the standard deviation squared)
Variance
what is true variance?
variance from true differences
this term refers to the proportion of the total variance attributed to true variance
Reliability
what is error variance?
variance from irrelevant, random
sources
this source of error comes from unpredictable fluctuations and inconsistencies of other variables in the measurement process
Random Error
what are the two categories of measurement error?
random error and systematic error
this type of variable involves pressing emotional problems, physical discomfort, lack of sleep, and the effects of drugs or
medication
testtaker variables
this error refers to all of the factors associated with the process of measuring some variable, other than the variable being measured.
Measurement error
this source of error is typically constant or proportionate to what is presumed to be the true value of the variable being measured
Systematic Error
what are the sources of error variance?
- Test Construction
- Test Administration
- Test Scoring and Interpretation
this term refers to the practice of administering different subsets of items to different test takers
refers to the variation of items both within a single test and between different tests
Item Sampling (Content Sampling)
this type of variables involve the examiner’s physical appearance and demeanor—even the presence or absence of an examiner—are some factors for consideration here
Examiner-related Variables
for test-retest reliability, what is its source of error, procedure, reliability coefficient/index, and when is it used?
source of error: time
procedure: correlating the same test at different times
reliability coefficient/index: coefficient of stability
used for time-dependent variables
this term is an estimate of reliability obtained by correlating pairs of scores from the same people on two different administrations of the same test.
Test-Retest Reliability Estimates
what are the types of reliability estimates?
- Test-Retest
- Parallel-Forms & Alternate Forms
- Split-Half Reliability
- Internal Consistency Reliability
what are the estimates used in internal consistency reliability?
- KR20
- KR21
- Cronbach’s Alpha
this reliability estimate refers to an estimate of the extent to which item sampling and other errors have affected test scores on versions of the same test when, for each form of the test, the means and variances of observed test scores are equal.
Parallel-Forms Reliability
this reliability estimate refers to an estimate of the extent to which these different forms of the same test have been affected by item sampling error, or other error
Alternate Forms of Reliability
for parallel forms and alternate-forms reliability, what is its source of error, procedure, reliability coefficient/index, and when is it appropriate
source of error: item form/structure/arrangement
procedure: correlate the scores with two tests, with the same everything including test takers
reliability coefficient/index: coefficient of equivalence
appropriate for form or arrangement dependent variables
this reliability estimate is obtained by correlating two pairs of scores obtained from equivalent halves of a single test
administered once.
Split-Half Reliability
for internal consistency reliability, what is its source of error, procedure, reliability coefficient/index, and when is it appropriate
source of error: item heterogeneity
procedure: Kuder-Richardson 20/21 forms
reliability coefficient/index: coefficient of item homogeneity
appropriate for test that are dichotomous or binary response
when is KR20 appropriate?
when it is a true dichotomous test (true or false)
when is KR21 appropriate?
when it is an artificial dichotomy (multiple choice, binary scoring)