Candidate Pre-screening Tools - Candidate pre-screening refers to the initial evaluation of candidate qualifications at time of application. The purpose is to reduce a potentially large candidate pool to a more manageable number of candidates. While there is certainly a focus on efficiency in pre-screening candidates, there is also a concern about accuracy. You do not want to advance the wrong candidates or reject high quality candidates in the process. Three of the more common approaches to candidate pre-screening include:
Resume Matching Technology - There are a number of technologies that have been developed to search resume content for key constructs, phrases, or words that are relevant for a given position. They provide a tremendous efficiency advantage over manual resume reviews. Unfortunately, they are not necessarily accurate. Forbes Magazine has a list of the top lies people put on their resumes. Some of the more common ones include:
Another problem is candidates have learned to "seed" their resume with key words and phrases that are likely to result in a false match with a particular resume search.
Even when the resume is totally factual, it provides little information for truly differentiating individuals against the full range of job requirements for a position.
Profile Matching Technology - The concept of matching people to opportunities based on profiles is very familiar to most people today with the proliferation of dating services that rely on this approach.
The approach is quite straightforward. The talent creates a profile of core attributes relevant for their consideration as a candidate (e.g., industry experience, management experience, salary preferences, etc.) and the profile is matched to the position requirements provided by an employer. While conceptually sound in theory, in practice there are problems. Most candidates are not willing to complete a lengthy profiling process as a pre-screen. Lengthy profiles would result in a high rate of abandonment. Therefore, the candidate match is only based on a relatively small number of job requirements and many unqualified candidates are incorrectly identified as a good fit.
In order to obtain a complete and useful requirement profile of a position for accurate matching, it is important to consider a number of characteristics. These characteristics could include:
It is for this reason job/talent matching is more appropriately applied later in the selection process when the candidate is more motivated to provide a complete profile.
Scored Application Forms - The application form is also a traditional source for evaluating candidate potential. There is typically a lot of overlap in information provided by a resume and information requested on an application form. The primary difference is the application form is a structured process that solicits the same information from all candidates. It overcomes the problem of difference in resume content and formats. It also allows the addition of specific questions regarding qualifications, preferences, and experiences that are important to the employer.
Application items can be assigned a particular weight and value for different responses. Automated routines can be used to score application forms thereby eliminating the subjectivity of manual reviews and also addressing the criterion of efficiency. They need not be overly long and still provide relevant information concerning the full range of requirements. Scored application blanks have also been shown to be reasonably accurate (Reilly and Chao, 1982; and Schmitt, Noe, & Kirsch, 1984)
Custom Screening Questionnaires - Custom screening questionnaires are similar to application forms but are designed specifically for a particular job. Structured questions that relate to the specific requirements of the job are created. These questionnaires are most commonly presented online and scored in real time. Differential weights are applied to candidate responses to create a weighted score. Knock out factors on mandatory requirements are included. Resume data are also captured and can be potentially scored.
Current Trends - Technology providers are increasingly integrating screening questionnaires and resume review processes into selection workflow capabilities. The trend is to move beyond simple efficiencies in selection to being concerned with quality of hire.
Recommendations - Custom screening questionnaires are recommended as the preferred method for candidate pre-screening. They are highly efficient, provide a structured approach for reviewing candidates, and are able to collect the job specific information necessary for making an accurate screening decision. One would review the resumes of screened-in candidates before making a progression decision.
Profile matching technology is recommended as an important component of the selection process which would be used later when candidates are willing to provide a complete talent profile.
Pre-Employment Tests - Pre-employment tests are quite prevalent today. According to a recent survey roughly 86% of companies are using some form of pre-employment testing. While there are a large number of different types of tests available, the two most common are:
Ability Tests - While there are a large number of different kinds of ability tests, the most common type of ability test is a measure of cognitive or mental ability. There is abundant evidence that this type of test is a strong predictor of overall performance across a wide range of jobs. In an often cited paper, Schmidt & Hunter (2004) provide evidence that general mental ability "predicts both occupational level attained and performance within one's chosen occupation and does so better than any other ability, trait, or disposition and better than job experience" (p. 162). There are three common types of mental ability tests.
The main drawback to mental ability testing is evidence of adverse impact on minority populations. Diversity goals are negatively affected by this type of testing. Therefore, it is common practice to combine such tests with other tests or selection procedures to dilute their adverse impact.
Personality Tests - Although personality tests measure a variety of specific constructs, these constructs typically collapse to five basic factors of personality. These factors, commonly called "the big five", include: (1) openness to experience, (2) extroversion, (3) agreeableness, (4) conscientiousness, and (5) emotional stability. There is growing evidence of the usefulness of these factors in predicting job performance (Barrick, M.R. & Mount, M.K., 1991).
When using personality tests, it is important to use those that were specifically developed for selection rather than for general research on individual differences. It is equally important to review the validity evidence for any selected instrument. Additionally, there are concerns that candidates may be successful in faking personality instruments. It is therefore important to select an instrument that contains a well-designed "faking" scale as a key construct.
The lack of adverse impact and the consistent evidence of validity have made personality testing a frequent component of selection procedures.
Current Trends - There is increasing support for a different type of norm based test called an Experience Inventory. Everyone intuitively knows that experience matters when considering the qualifications of a candidate…but which experiences? Extensive research on the types of experiences that lead to leadership success has surfaced specific themes. Items have been created for these themes which has led to the construction of norm based experience inventories. These inventories are showing early promise as a new type of valid predictor.
There is also a trend toward non-proctored web-based testing to provide greater convenience for the test taker.
Recommendation - A recommended approach is to combine personality testing, experience inventories, and mental ability testing to optimize the amount of predictive information that is gathered while minimizing the adverse impact of the mental ability test. It is also recommended to use numerical reasoning and abstract reasoning rather than verbal reasoning tests to further lessen adverse impact. Short forms of tests should be used when available to reduce the time required for test completion. Generally, testing should usually be positioned later in the selection process with candidates that have passed earlier hurdles and are motivated to complete the testing process. Test results should be used in matching talent profiles to job requirements.
Interviews - Interviews are the most ubiquitous selection tool in use today. They are also the selection method with the poorest execution. Many interviews are more of a "personal chemistry" check than a reliable and accurate evaluation of qualifications. Interview practices can be sorted into two basic categories:
Structured Behavioral Interviews - There is a considerable body of research that supports the power of the interview when it is a structured process. When interviews are structured, they have considerable reliability and predictive value and are a powerful selection tool.
Unstructured Interviews - Research suggests that when interviews are unstructured, they are little better than flipping a coin. Unstructured interviews are characterized by:
Current Trends - Web-based interviewing solutions are now available in the market to help drive consistency, accuracy, and to reduce legal exposure. These interviewing platforms also make it easier to deploy and bring value to competency modeling efforts.
Recommendation - Combine online interviewer training with an online interviewing management system to create structured interviews, manage the entire interview process, and equip interviewers with the tools and skills to conduct accurate interviews.
Behavioral Simulations - Simulations are designed to mirror important challenges within a particular job. When properly designed, they provide candidates with a realistic view of the skill requirements of the position and provide a forum for the candidate to demonstrate job relevant skills in a high fidelity representation of critical job demands.
Current Trends - There are an increasing number of web-based simulations. Virtual reality technology is transforming the ability to simulate realistic work challenge and capture realistic candidate responses. However, tt will still be some time before technology can replace trained assessors for providing insightful feedback and maximizing developmental impact.
Recommendations - Use behavioral simulations at the executive level - The time and costs associated with simulations and trained assessors can be justified at the executive level. The impact of an executive's performance on the organization argues strongly to take the time to thoroughly review candidate skills and qualifications.
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