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UTILITY
WHAT IS UTILITY?
• How useful the test is
• The practical value of test as it aids in the decision-
making process/efficiency
• Utility Analysis: techniques entailing a cost-benefit
analysis designed to yield information relevant to a
decision about usefulness and/or practical value of
the test.
• “Does the benefit outweigh the cost?”
FACTORS AFFECTING TEST
UTILITY
• Psychometric Soundness
• Reliability and validity are acceptably high
• The higher the criterion-related validity of test scores,
the higher the utility.
• Utility has something to do with the behavior of
targeted users
FACTORS AFFECTING TEST
UTILITY
• Costs
• Allocate funds to purchase a particular test
• Funds to supply of blank test protocols
• Funds for computerized processing, scoring, and
interpretation
• May include the ff.:
• Professional fee
• Charges for testing facility
• Routine costs of doing business (i.e., legal, accounting,
licensing)
FACTORS AFFECTING TEST
UTILITY
• Benefits
• Justification of costs
• Increase in worker performance
• Reduction in training time
• Reduction in accidents
• Reduction in turnover
CONDUCTING UTILITY
ANALYSIS
• Expectancy Data
• Provides an indication of the likelihood that a testtaker
will score within some interval of scores on a criterion
measure
• Brogden-Cronbach-Gleser Formula
• Measure the productivity gains or the estimated
increase in work output
• Estimates the benefit of using a particular method in
the selection method
CONDUCTING UTILITY
ANALYSIS
• Considerations:
• Pool of applicants
• Complexity of Job
• Cut scores – the reference point derived as a result of a
judgment and used to divide a set of data into
classifications
• Relative cut score – reference point in the distribution that classifies
the set of data based on norm-related considerations
• Fixed cut score - reference point in the distribution that classifies the
set of data based on judgments concerning a minimum level of
proficiency required to be included
• Multiple cut score – two or more cut scores with reference to one
predictor for categorizing testtakers
SETTING CUT SCORES
• Angoff Method
• Presence or absence of a particular trait, attribute, or
ability
• Provides an estimate on how testtakers with the least
minimal competence should answer the items correctly
• The judgments of the experts are averaged to yield the
cut scores for the test
SETTING CUT SCORES
• Known Groups Method
• Entails collection of data on the predictor of interest
from groups known to possess a trait, attribute, or
ability
• Involves a problem of determination on where to set
cutoff score due to the composition of groups
SETTING CUT SCORES
• IRT-Based Methods
• Based on testtakers’ performance across all items on the
test
• Some of the total number of items must be scored correct
• Each item is associated with a particular level of difficulty
• In order to pass, the testtaker must answer items that are
deemed to be above some minimum level as determined by
experts
• Item mapping is used in licensing examination
• Bookmark method is used in academic applications
SETTING CUT SCORES
• Discriminant Analysis
• A family of statistical techniques used to shed light on
the relationship between certain variables and two
naturally occurring groups
WRAP-UP
• Creation of psychological tests can also be a matter
of business, but since we are concerned with the
welfare of everything, it is important that we can
make it accessible by publishing utility studies
• The higher the utility the more likely it will be
purchased but there must be proper considerations
on how it could be determined

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Test Utility

  • 2. WHAT IS UTILITY? • How useful the test is • The practical value of test as it aids in the decision- making process/efficiency • Utility Analysis: techniques entailing a cost-benefit analysis designed to yield information relevant to a decision about usefulness and/or practical value of the test. • “Does the benefit outweigh the cost?”
  • 3. FACTORS AFFECTING TEST UTILITY • Psychometric Soundness • Reliability and validity are acceptably high • The higher the criterion-related validity of test scores, the higher the utility. • Utility has something to do with the behavior of targeted users
  • 4. FACTORS AFFECTING TEST UTILITY • Costs • Allocate funds to purchase a particular test • Funds to supply of blank test protocols • Funds for computerized processing, scoring, and interpretation • May include the ff.: • Professional fee • Charges for testing facility • Routine costs of doing business (i.e., legal, accounting, licensing)
  • 5. FACTORS AFFECTING TEST UTILITY • Benefits • Justification of costs • Increase in worker performance • Reduction in training time • Reduction in accidents • Reduction in turnover
  • 6. CONDUCTING UTILITY ANALYSIS • Expectancy Data • Provides an indication of the likelihood that a testtaker will score within some interval of scores on a criterion measure • Brogden-Cronbach-Gleser Formula • Measure the productivity gains or the estimated increase in work output • Estimates the benefit of using a particular method in the selection method
  • 7. CONDUCTING UTILITY ANALYSIS • Considerations: • Pool of applicants • Complexity of Job • Cut scores – the reference point derived as a result of a judgment and used to divide a set of data into classifications • Relative cut score – reference point in the distribution that classifies the set of data based on norm-related considerations • Fixed cut score - reference point in the distribution that classifies the set of data based on judgments concerning a minimum level of proficiency required to be included • Multiple cut score – two or more cut scores with reference to one predictor for categorizing testtakers
  • 8. SETTING CUT SCORES • Angoff Method • Presence or absence of a particular trait, attribute, or ability • Provides an estimate on how testtakers with the least minimal competence should answer the items correctly • The judgments of the experts are averaged to yield the cut scores for the test
  • 9. SETTING CUT SCORES • Known Groups Method • Entails collection of data on the predictor of interest from groups known to possess a trait, attribute, or ability • Involves a problem of determination on where to set cutoff score due to the composition of groups
  • 10. SETTING CUT SCORES • IRT-Based Methods • Based on testtakers’ performance across all items on the test • Some of the total number of items must be scored correct • Each item is associated with a particular level of difficulty • In order to pass, the testtaker must answer items that are deemed to be above some minimum level as determined by experts • Item mapping is used in licensing examination • Bookmark method is used in academic applications
  • 11. SETTING CUT SCORES • Discriminant Analysis • A family of statistical techniques used to shed light on the relationship between certain variables and two naturally occurring groups
  • 12. WRAP-UP • Creation of psychological tests can also be a matter of business, but since we are concerned with the welfare of everything, it is important that we can make it accessible by publishing utility studies • The higher the utility the more likely it will be purchased but there must be proper considerations on how it could be determined