The practical importance of a test depends on what?
The quality of the decision made on the basis of the test
To determine what the test adds to the decision, compare the decisions made with and without the test.
What is the base rate in the context of test utility?
Proportion of persons that is suited for the job within the applicant pool
Base rate equals the success ratio when selecting by chance.
What is the success ratio?
Proportion of the hired applicants that is successful
Example: Success ratio = 35% of the hired people is successful.
What does a selection ratio indicate?
Proportion of applicants that is being accepted for the job
Example: Selection ratio = 23% of the applicants is accepted.
True or false: A test with low predictive validity has no incremental value.
FALSE
Even tests with relatively low validity can have incremental validity under certain conditions.
What is the utility of a test based on?
Aim to hire successful candidates and reject unsuccessful candidates
The test is not perfect, thus also leads to incorrect decisions.
What are the four outcomes of a decision based on a test?
A: incorrectly rejected, B: correctly hired, C: correctly rejected, D: incorrectly hired.
What is the incremental value of a test?
The contribution of a test to decisions made
This is partly dependent on context factors.
What should be considered when deciding to use a test in a selection procedure?
Unsuccessful employees/students are expensive.
What does predictive validity check?
The quality of your data
It involves checking criterion measures and existing information.
What happens when the base rate is very high or very low?
The test is not useful
Almost everyone can do the job or almost no one can do the job.
What is the aim of utility models?
To optimize the success ratio
This includes the proportion of persons that is successful.
What is the Taylor-Russell table used for?
Estimation of the incremental value of a test
It provides the success ratio for a particular base rate, selection ratio, and predictive validity.
Fill in the blank: The success ratio is the proportion of the hired applicants that is __________.
successful
Example: Success ratio = 35% of the hired people is successful.
What is the utility of a test based on a table?
Aim to hire successful candidates and reject unsuccessful candidates
The test is not perfect, thus also leads to incorrect decisions.