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Validity
Harris Shah Abd Hamid, PhD
A test is valid to the extent that inferences
made from it are appropriate, meaningful,
and useful.
evolutionary, research-based judgment of
how adequately a test measures the
attribute it was designed to measure.
 content
 criterion-related
 construct
Content validity
 the degree to which the questions,
tasks, or items on a test are
representative of the universe of
behavior the test was designed to
sample.
Face validity
 The extent to which a test looks valid
to test users, examiners, and
especially the examinees.
 a matter of social acceptability
Criterion-related validity
 The extent to which a test is shown to be
effective in estimating an examinee’s
performance on some outcome measure
 concurrent validity: the criterion
measures are obtained at approximately
the same time as the test scores.
 predictive validity: the criterion
measures are obtained in the future,
usually months or years after the test
scores are obtained
Self-
Compassion
Self-
esteem
Subjective
well-being
Mindfulness
Research
anxiety
Attitude
towards
research
Research
completio
n time
Informatio
n seeking
anxiety
 95% of the time, the predicted score
will fall between ±2SE
Construct validity
 pertains to psychological tests that
claim to measure complex,
multifaceted, and theory-bound
psychological attributes
Approaches to Construct Validity
 Analysis to determine whether the test items or subtests are
homogeneous and therefore measure a single construct
 Study of developmental changes to determine whether they
are consistent with the theory of the construct
 Research to ascertain whether group differences on test
scores are theory-consistent
 Analysis to determine whether intervention effects on test
scores are theory-consistent
 Correlation of the test with other related and unrelated tests
and measures
 Factor analysis of test scores in relation to other sources of
information
 Analysis to determine whether test scores allow for the
correct classification of examinees
 Convergent validity is demonstrated
when a test correlates highly with
other variables or tests with which it
shares an overlap of constructs.
 Discriminant validity is
demonstrated when a test does not
correlate with variables or tests from
which it should differ.
factor analysis
 to identify the minimum number of
determiners (factors) required to account for
the intercorrelations among a battery of tests.
 The goal in factor analysis is to find a smaller
set of dimensions, called factors, that can
account for the observed array of
intercorrelations among individual tests.
 factor loading: correlation between an
individual test and a single factor; varies
between -1.0 and +1.0.
Classification Accuracy
 Sensitivity: accurate identification of
patients who have a syndrome
 Specificity: accurate identification
of normal patients.
 Screening tests typically provide a cut-
off score used to identify possible
cases of the syndrome in question.
N= 100
24
23
Screening test
79
Patients with
dimentia based on a
comprehensive test
21
N= 100
24
23
Screening test
17
Patients without
dimentia based on a
comprehensive test
83
Unintended Test Consequences
 The identified children may feel unusual
or
dumb
 Other children may call the children
names.
 Teachers may view these children as
unworthy of attention.
 The process may produce classes
segregated
by race or social class.
Functionalist Perspective
 Test validity is an overall evaluative
judgment of the adequacy and
appropriateness of inferences and
actions that flow from test scores.
 a test is valid if it serves the purpose
for which it is used
Test Utility
 “Does use of this test result in better
patient outcomes or more efficient
delivery of services?”
Psychological Testing 05 Validity.pptx

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Psychological Testing 05 Validity.pptx

  • 2.
  • 3.
  • 4.
  • 5. A test is valid to the extent that inferences made from it are appropriate, meaningful, and useful. evolutionary, research-based judgment of how adequately a test measures the attribute it was designed to measure.  content  criterion-related  construct
  • 6. Content validity  the degree to which the questions, tasks, or items on a test are representative of the universe of behavior the test was designed to sample.
  • 7.
  • 8.
  • 9.
  • 10. Face validity  The extent to which a test looks valid to test users, examiners, and especially the examinees.  a matter of social acceptability
  • 11. Criterion-related validity  The extent to which a test is shown to be effective in estimating an examinee’s performance on some outcome measure  concurrent validity: the criterion measures are obtained at approximately the same time as the test scores.  predictive validity: the criterion measures are obtained in the future, usually months or years after the test scores are obtained
  • 14.  95% of the time, the predicted score will fall between ±2SE
  • 15.
  • 16.
  • 17. Construct validity  pertains to psychological tests that claim to measure complex, multifaceted, and theory-bound psychological attributes
  • 18. Approaches to Construct Validity  Analysis to determine whether the test items or subtests are homogeneous and therefore measure a single construct  Study of developmental changes to determine whether they are consistent with the theory of the construct  Research to ascertain whether group differences on test scores are theory-consistent  Analysis to determine whether intervention effects on test scores are theory-consistent  Correlation of the test with other related and unrelated tests and measures  Factor analysis of test scores in relation to other sources of information  Analysis to determine whether test scores allow for the correct classification of examinees
  • 19.  Convergent validity is demonstrated when a test correlates highly with other variables or tests with which it shares an overlap of constructs.  Discriminant validity is demonstrated when a test does not correlate with variables or tests from which it should differ.
  • 20.
  • 21. factor analysis  to identify the minimum number of determiners (factors) required to account for the intercorrelations among a battery of tests.  The goal in factor analysis is to find a smaller set of dimensions, called factors, that can account for the observed array of intercorrelations among individual tests.  factor loading: correlation between an individual test and a single factor; varies between -1.0 and +1.0.
  • 22. Classification Accuracy  Sensitivity: accurate identification of patients who have a syndrome  Specificity: accurate identification of normal patients.  Screening tests typically provide a cut- off score used to identify possible cases of the syndrome in question.
  • 23. N= 100 24 23 Screening test 79 Patients with dimentia based on a comprehensive test 21
  • 24. N= 100 24 23 Screening test 17 Patients without dimentia based on a comprehensive test 83
  • 25. Unintended Test Consequences  The identified children may feel unusual or dumb  Other children may call the children names.  Teachers may view these children as unworthy of attention.  The process may produce classes segregated by race or social class.
  • 26. Functionalist Perspective  Test validity is an overall evaluative judgment of the adequacy and appropriateness of inferences and actions that flow from test scores.  a test is valid if it serves the purpose for which it is used
  • 27. Test Utility  “Does use of this test result in better patient outcomes or more efficient delivery of services?”

Editor's Notes

  1. Front. Psychol., 15 June 2018 | https://doi.org/10.3389/fpsyg.2018.00972