Title VII of the Civil Rights Act prohibits employers from
discriminating in employment decisions on the basis of race, color, religion,
sex and national origin. Using a test to help determine an applicant's qualifications
is entirely lawful, provided that the test-like all other aspects of the hiring
or promotion process-does not discriminate against a protected class of applicants.
The Equal Employment Opportunity Commission's Uniform Guidelines for Employee
Selection Procedures, 29 C.F.R. Part 16071 state
as follows:
"Nothing in these guidelines is intended or should be interpreted as discouraging
the use of a selection procedure [i.e., a test] for the purpose of determining
qualifications or for the purpose of selection on the basis of relative qualifications,
if the selection procedure had been validated in accord with these guidelines
for each such purpose for which it is to be used."
The Guidelines provide a framework to help insure that
a test used as part of the hiring, evaluation or promotion process will be employed
in a non-discriminatory manner. In general, a testing process that has an "adverse
impact" on the selection rates for any race, sex or ethnic group is considered
to be discriminatory, unless it has been "validated" in accordance
with the Guidelines.
"Adverse impact" is determined by a statistical
measurement of selection rates for various applicant groups. In most cases,
if the selection rate for a particular race, sex or ethnic group is less than
4/5 (80%) of the selection rate for the group with the highest rate, it is considered
evidence of discriminatory adverse impact2. The "4/5 Rule" applies
first to "bottom line" selection rates-that is, the percentage of
applicants hired or promoted as a result of the total application, evaluation
and selection process. An analysis of the impact of any particular selection
procedure- such as a test-is required only if the "bottom line" selection
rates show an adverse impact.
For example, an employer may evaluate applicants for a particular position or
class of positions on the basis of relevant education, relevant experience,
proficiency in tested skills and a personal interview. If the range of selection
rates for males and females, as well as for all races and ethnic groups, complies
with the "4/5 Rule," no further analysis is necessary. However, if
the selection rate for a particular group is less than 80% of the highest selection
rate, the individual components of the selection process-including any tests-must
be evaluated to determine if they have had an adverse impact.
Nevertheless, the fact that a test has resulted in a selection
rate for one applicant group that is less than 80% of the highest rate does
not mean that the employer has acted unlawfully. If the testing procedure has
been "validated" in accordance with the EEOC Guidelines, it will not
be found to be discriminatory.
"Validation" of a test or similar selection process
can be accomplished in several ways. Tests such as those employed by Brainbench,
Inc., which measure an applicant's technical knowledge in specified areas, are
subject to a "content validity" study3.
"Content validity" requires that the employer
have data showing that the contents of the test are representative of important
aspects of the job for which the applicants are being selected. Two factors
are involved in this showing. First, the test must consist of, and measure,
a representative sample of the knowledge, skill or ability it purports to evaluate.
Second, the knowledge, skill or ability must be used in, and be a necessary
prerequisite to, critical or important aspects of the job. It is important that
the tested knowledge or skill be "operationally" defined-that is,
it should be the body of learned information or work behavior that actually
will be used in performing the job4.
The EEOC emphasizes, therefore, that any content validity study should be based
on a job analysis. This analysis should identify the important work behaviors
that are required for successful performance of most of the aspects of the job,
and their relative importance. If those behaviors result in identifiable work
products, the work products should also be analyzed. The areas to be tested
should relate as closely as possible to the analyzed work behaviors and products.
In many cases, an employer will use test procedures for screening purposes,
on a pass/fail basis. In that situation cutoff scores should be set at a level
that is reasonable and consistent with the employer's normal expectations of
proficiency in the workforce. If the employer intends to use test scores to
rank candidates, however, a more complete showing is required. Based on its
job analysis or other information, the employer must be able to demonstrate
that a higher score is likely to result in better job performance. In doing
this, the employer should identify and measure candidates' performance in those
areas of knowledge, skill or ability which, if done well, relate most directly
to better job performance.
Content Validity of Brainbench Tests
Brainbench tests are designed to satisfy the content validity requirement that
a test consist of, and measure, a representative sample of the knowledge, skill
or ability they purport to evaluate. Each Brainbench test module is tuned to
measure knowledge relevant to typical activities performed by individuals on
the job. For example, the Oracle DBA test covers the typical activities performed
by an Oracle Database Administrator on the job. Brainbench's software programming
assessments provide many software code samples for the examinee to interpret,
simulating work typically performed on the job. Additionally, test time limits
are set to allow the candidate to consult a handy reference if necessary to
answer the question (but not to completely learn the topic), again simulating
the way the person would act on the job. In this way, the assessments are built
to relate directly to job performance.
The processes Brainbench uses to develop and administer tests
are consistent with computer adaptive testing approaches studied during the
past 30 years by experts in the field of psychometrics5.
Computer adaptive testing is currently employed by several major testing organizations,
such as the U.S. Department of Defense, and the Educational Testing Service6.
Today, the SAT, LSAT, GRE and similar standardized tests are being converted
to this more efficient and accurate method.
In the Brainbench development process, at least four credentialed
experts are employed to develop a content outline and set of questions for each
module that measure typical job-related knowledge and skills. After content,
editing, and psychometric reviews, the tests are beta tested by at least 100
individuals for both reliability and score validity before final calibration
and release into production. Today, thousands of users have taken Brainbench
assessments. The test content outlines, credentials of the test developers,
and summary results from beta tests and subsequent analysis are retained and
available, if necessary.
Reliable Administration over the Internet
To ensure that Brainbench tests are "safe" for multiple administrations
over the Internet, each test module is actually a pool of 200 - 450 questions.
Individual tests only use 12-20 questions each. In each test, the next question
is selected from the available pool of questions based on how the examinee has
answered the previous questions. By using a large pool, the same test can be
administered multiple times without exposing the same question twice. This allows
employers to administer the test both before and after training, for example,
to verify training effectiveness. The size of each question bank is set so that
it is easier for a person to learn the topic than to memorize the questions,
if they were available, which they are not.
Summary
Use of testing in hiring, promotion, or retention is an established and accepted
practice. More than 30 percent of all for-profit organizations in the U.S. and
over 60% of the fortune 100 use some form of testing in their employment practices
today, and this percentage is growing.
If an employer's selection rate for a protected group violates the four-fifths
rule, all components of the employer's selection process should be investigated
to determine if they have an "adverse impact" on the affected group.
If testing is used and shown to have an "adverse impact", the test
must be validated according to EEOC guidelines. In general, this validation
process requires that the employer confirm that the test criteria are directly
related to job performance, and that the test used actually measures these criteria.
All Brainbench tests are developed to ensure they test the specific,
work-related criteria they are intended to address, and that these criteria
are focused on typical job functions. Data supporting this process are collected
and retained.
1The Guidelines were adopted jointly by the EEOC, the Department
of Labor (including its Office of Federal Contract Compliance Programs) and
the Department of Justice.
2The Guidelines require employers to maintain records
sufficient to show the impact of selection procedures by sex, and the following
races and ethnic groups: Blacks, American Indians, Asians, Hispanics, and whites
other than Hispanics.
3"Content validity" cannot be used for tests
that purport to predict job performance, or to measure characteristics-such
as leadership or judgment-that are important to successful performance of the
job.
4Knowledge or skills which the employee is expected
to learn on the job, especially those that can be learned through a brief orientation
period, should not be the subject of selection tests.
5Item Response Theory (Lord, 1980a), Random selection
of test items from a proportioned pool of items (Lord and Norvich, 1968), Stradaptive
process for test item selection for use in computer adaptive testing (Sands,
Waters, McBride 1997).
6Armed Services Vocational Aptitude Battery
(ASVAB) (Sands, Waters, McBride, 1997).
This paper has been prepared by Brainbench, Inc., with the assistance
of its legal counsel, Russell J. Gaspar of Cohen Mohr, LLP, Washington, D.C.
It is intended to be descriptive and informational in nature, to assist employers
who are considering the use of Brainbench' services. It is not intended, and
should not be construed, to constitute legal advice.