Selection

Selection determines the overall quality of an organization’s human resources. Consider what happens when the wrong person is hired or promoted. How do you, as a customer, like being served by someone who is slow and inept? How would you, as a line supervisor, like to deal with the problems caused by a worker who cannot perform necessary tasks on a production line? Hiring the wrong person can also cause friction among staff as other workers become resentful of having to pick up the slack for inept employees. Inappropriate hires may even lead better employees to seek employment elsewhere. We’ve seen that all these effects have economic ramifications.

In fact, the economic value of good selection procedures is higher than most people realize. For example, an academic study in 1984 estimated that the federal government’s use of ability testing for entry-level jobs saved the government over $15 billion per year.31 This amazing figure, which can only be larger in today’s dollars, is derived from the cumulative effects of modest job performance increases by people hired because they scored better than average on the selection test. Continually hiring people who perform, say, 20 percent above average can make a tremendous difference to an organization that hires many workers.

A variety of tools can be used in the selection process. Before we consider these techniques, though, you should be aware of two concepts important for selection tools: reliability and validity.

Reliability and Validity

Reliability refers to consistency of measurement, usually across time but also across judges. If a measure produces perfectly consistent results, that measure is perfectly reliable. For example, if you take a math test every week for five weeks and always obtain the same score, then that measure of your mathematical skill level would be considered to be perfectly reliable. Likewise, if five different interviewers all judged you to have the same level of social skill, the interjudge reliability would be perfect.

However, perfect reliability is rarely if ever achieved. Measurement almost always involves some error and that error is “noise,” or unreliability. The greater the amount of noise in a measure, the harder it is to determine the true signal that the measure is trying to detect. Reliability is an index of how much error has influenced the measures.

The error with which something is measured can be broken down into two types: deficiency error and contamination error.32 Deficiency error occurs when a component of the domain being measured is not included in the measure. Not including subtraction questions in a test of basic math skills would yield a deficient measure: one that does not capture the true level of basic math skill.

Contamination error occurs when a measure includes unwanted influences. For example, an interviewer may be under undue time pressure from other job duties and not take the time to accurately assess a job candidate. Or, an interviewer might rate an average job candidate lower than average because of the contrast with an outstanding candidate who preceded him.

Validity is the extent to which the technique measures the intended knowledge, skill, or ability. In the selection context, this means that validity is the extent to which scores on a test or interview correspond to actual job performance. A technique that is not valid is useless and may even present legal problems. When discrimination in hiring practices is charged, the critical evidence will be the job relatedness (validity) of the selection technique.33 Documentation of validity is critical.

There are typically two basic strategies for demonstrating the validity of selection methods: content and empirical. A content validity strategy assesses the degree to which the content of the selection method (say, an interview or a test) is representative of job content. For instance, applicants for the job of commercial airline pilot are required to take a series of exams administered by the Federal Aviation Administration. These exams assess whether the candidates have the necessary knowledge to pilot safely and effectively. However, passing these tests does not guarantee that the applicant has the other abilities necessary to perform well in the cockpit.

An empirical validity strategy demonstrates the relationship between the selection method and job performance. Scores on the selection method (say, interview judgments or test scores) are compared to ratings of job performance. If applicants who receive higher scores on the selection method also turn out to be better job performers, then empirical validity has been established.

There are two types of empirical (also known as criterion-related) validity: concurrent and predictive.34 Concurrent validity indicates the extent to which scores on a selection measure are related to job performance levels, when both are measured at roughly the same time. To illustrate, say that a company develops a test to use for hiring additional workers. To see how well the test might indicate job performance levels, the company gives the test to its current workforce. The company then correlates the test scores with the performance appraisal scores that supervisors just completed. The correlation between the test scores and job performance scores indicates the concurrent validity of the test because both the test and job performance scores were measured concurrently in time.

Predictive validity indicates the extent to which scores on a selection measure correlate with future job performance. For example, the company gives the test to all applicants and then checks new hires’ job performance levels 12 months later. The correlation between the test scores and job performance in this case indicates the predictive validity of the test because the selection measure preceded the assessment of job performance.

Even if empirical validity is the goal when developing or choosing a selection measure, all measures should have content validity.35 That is, what is being measured to assist in making the hiring decision should be job related. The starting point for establishing job-related content is a job analysis (see Chapter 2). However, content validity does not necessarily guarantee empirical validity. For instance, a measure that is content valid but so difficult that no one can earn a passing score will probably not be found to have empirical validity. Further, if empirical validity is assessed, the two forms, concurrent and predictive, each have their advantages and disadvantages.

Concurrent validation can be done relatively quickly and easily. However, the validity found with the concurrent approach may not be a good estimate of how valid a measure may be when used for assessing job applicants. To illustrate, current workers may not be representative of job applicants in that they may be older and tend to be white and male. We see, then, that concurrent validity may not be a good estimate of how valid a selection measure might be in practice.

In contrast, predictive validation most closely matches the hiring problem of trying to predict who will develop into the best performers for the organization. However, determining the predictive validity of a measure requires a fairly large number of people, at least 30, for whom both selection and job performance scores are available. Further predictive validity cannot be determined until job performance is measured, perhaps 6 to 12 months later.

Selection methods can be reliable but not valid; however, selection methods that are not reliable cannot be valid. This fact has a great deal of practical significance. Whether someone has an M.B.A. or not can be measured with perfect reliability. But if having an M.B.A. is not associated with improved job performance, attainment of an M.B.A. is not a valid selection criterion for that job. It seems clear that more highly motivated applicants make better employees, but if the selection method used to measure motivation is full of errors (not reliable), then it cannot be a valid indicator of job performance.

Selection Tools as Predictors of Job Performance

In this section we look at the most commonly used methods of selection, in no particular order. Each approach has its limitations as well as its advantages.

Letters of Recommendation

In general, letters of recommendation are not highly related to job performance because most are highly positive.36 This does not mean that all letters of recommendation are poor indicators of performance, however. A poor letter of recommendation may be very predictive and should not be ignored.

A content approach to considering letters of recommendation can increase the validity of this selection tool. This approach focuses on the content of the letters rather than on the extent of their positivity.37 Assessment is done in terms of the traits the letter writer attributes to the job candidate.38 For example, two candidates may be given equally positive letters, but the first candidate’s letter may describe a detail-oriented person, whereas the second candidate’s letter describes someone who is outgoing and helpful. The job to be filled may require one type of person rather than the other. For example, a job in customer relations requires an outgoing and helpful person, whereas clerical work requires someone who is good at details.

A more proactive approach to increasing the validity and usefulness of letters as well as verbal references (see “Reference Checks ,” p. 170) is to focus the reference on key job competencies. Rather than asking a reference broad questions, such as “Tell me what you think of this job candidate?” ask the reference about the applicant’s specific skill in areas relevant to the job opening.39

Application Forms

Organizations often use application forms as screening devices to determine whether a candidate satisfies minimum job specifications, particularly for entry-level jobs. The forms typically ask for information regarding past jobs and present employment status.

A recent variation on the traditional application form is the biodata form. 40 This is essentially a more detailed version of the application form in which applicants respond to a series of questions about their background, experiences, and preferences. Responses to these questions are then scored. For instance, candidates might be asked how willing they are to travel on the job, what leisure activities they prefer, and how much experience they have had with computers. As with any selection tool, the biodata most relevant to the job should be identified through job analysis before the application form is created. Biodata have moderate validity in predicting job performance.

Application forms are often the first formal contact a job seeker has with an organization. Typically, most job applicants are eliminated in this initial stage, and it is therefore important that the application form be seen as fair and nondiscriminatory. If an applicant feels that he or she was rejected based on personal information collected in the application form, a charge of discrimination and a lawsuit may result. Based on an analysis of federal court cases involving application forms, items about an applicant’s gender, age, race, and national origin were most frequently associated with charges of discrimination involving the application form.41 To lower this legal risk, organizations need to be sure that information concerning an applicant’s gender, age, race, or national origin is not collected on the application forms.

Ability Tests

Various tests measure a wide range of abilities, from verbal and qualitative skills to perceptual speed. Cognitive ability tests measure a candidate’s capability in a certain area, such as math, and are valid predictors of job performance when the abilities tested are based on a job analysis.

A number of studies have examined the validity of general cognitive ability (g) as a predictor of job performance. General cognitive ability is typically measured by summing the scores on tests of verbal and quantitative ability. Essentially, g measures general intelligence. A higher level of g indicates a person who can learn more and faster and who can adapt quickly to changing conditions. People with higher levels of g have been found to be better job performers, at least in part because few jobs are static today.42

Some more specific tests measure physical or mechanical abilities. For example, the physical ability tests used by police and fire departments measure strength and endurance. The results of these tests are considered indicators of how productively and safely a person could perform a job’s physical tasks. However, companies can often get a more direct measure of applicants’ performance ability by observing how well they perform on actual job tasks. These types of direct performance tests, called work sample tests, ask applicants to perform the exact same tasks that they will be performing on the job. For example, one of Levi Strauss’s work sample tests asks applicants for maintenance and repair positions to disassemble and reassemble a sewing machine component.43 Work sample tests typically have high reliability and validity, the essential ingredients for an effective and legal selection tool.44

Work sample tests are widely viewed as fair and valid measures of job performance, as long as the work samples adequately capture the variety and complexity of tasks in the actual job. Work sample test scores have even been used as criteria for assessing the validity of general mental ability selection measures.45 However, physical ability measures have been found to screen out more women and minorities than white men. Physical preparation before the testing has been found to reduce this adverse impact significantly.46

Another form of ability, emotional intelligence, has become popular to measure. Emotional intelligence has been variously defined by researchers,47 but can probably be fairly described as the ability to perceive and manage emotions in the self and in others.48 Although the concept is popular, its validity has yet to be proven convincingly.49 For instance, one study found no correlation between a measure of emotional intelligence and grade point average. However, a measure of general cognitive ability and personality measures were found to be correlated with grade point average. Similar findings for work performance has led researchers to question whether emotional intelligence really adds to our ability to predict performance beyond measures of general intelligence and ability.50

Personality Tests

Personality tests assess traits, individual workers’ characteristics that tend to be consistent and enduring. Personality tests were widely used to make employee selection decisions in the 1940s and 1950s,51 but then fell out of favor as predictors of job-related behaviors.52 The arguments against using personality tests revolve around questions of reliability and validity. It has been argued that traits are subjective and unreliable,53 unrelated to job performance,54 and not legally acceptable.55 Research on the use of personality measures in selection continues, and the use of personality measures in organizations continues to increase.56

Many traits can be measured in a variety of ways, and this lack of consistency produces problems with reliability and validity. However, recent research on personality measurement has demonstrated that personality can be reliably measured57 and summarized as being composed of five dimensions.58 The “Big Five” factors, now widely accepted in the field of personality psychology, follow:59

  • ▪ Extroversion The degree to which someone is talkative, sociable, active, aggressive, and excitable.

  • ▪ Agreeableness The degree to which someone is trusting, amiable, generous, tolerant, honest, cooperative, and flexible.

  • ▪ Conscientiousness The degree to which someone is dependable and organized and conforms and perseveres on tasks.

  • ▪ Emotional stability The degree to which someone is secure, calm, independent, and autonomous.

  • ▪ Openness to experience The degree to which someone is intellectual, philosophical, insightful, creative, artistic, and curious.

Of the five factors, conscientiousness appears to be most related to job performance.60 It is hard to imagine a measure of job performance that would not require dependability or an organization that would not benefit from employing conscientious workers. Conscientiousness is thus the most generally valid personality predictor of job performance. Conscientiousness has also been found to be related to safety at work.61 For example, people with low levels of conscientiousness tend to ignore safety rules and regulations and, thus, tend to have more accidents and injuries than people with higher levels of conscientiousness.

The validity of the other personality factors seems to be more job specific, which bring us to two warnings about personality tests. First, whether personality characteristics are valid predictors of job performance depends on both the job and the criteria used to measure job performance. A job analysis should be done first to identify the personality factors that enhance job performance. Second, personality may play little or no role in predicting performance on certain measures, such as the number of pieces produced on a factory line (which may depend largely on such factors as speed of the production line). However, personality factors may play a critical role in jobs that are less regimented and demand teamwork and flexibility. Clearly, then, selection procedures should take both personality and the work situation into account.62 Some types of people may be better suited for some work situations than for others. Overall, although the validity of personality tests can vary across work situations, research supports the conclusion that personality measures are valid for predicting job performance.63 It remains to be seen, however, whether personality measures are sufficiently valid so as to be useful tools in the hiring process.64

Honesty Tests

Employee theft is a serious problem for organizations, thus it is no surprise that employers want to make sure that they are hiring honest workers. The polygraph test measures an interviewee’s pulse, breathing rate, and galvanic skin response (perspiration) while he or she is asked a series of questions. The theory is that these physiological measures will change when the interviewee is not telling the truth. However, the passage of the federal Employee Polygraph Protection Act in 1988 has eliminated the use of polygraph tests by most employers.

Honesty or integrity tests are designed to identify job applicants who are likely to engage in theft and other undesirable behavior. Integrity tests can now be administered in a variety of forms, including paper and pencil, via telephone, and via the Internet, among others. The typical test measures attitudes toward honesty, particularly whether the applicant believes that dishonest behavior is normal and not criminal.65 For example, the test might measure the applicant’s tolerance for theft by other people and the extent to which the applicant believes most people steal regularly.

A study by independent researchers appears to confirm the validity of honesty testing.66 It found that those who scored more poorly on the honesty test were more likely to steal from their employer. A study reported by one of the major honesty test publishers supports the validity of the measure. Specifically, a retailer began using an integrity test in 600 of its 1,900 locations. Within one year there was a 35 percent drop in the rate of inventory shrinkage in the stores using the test while there was a 10 percent rise in the shrinkage rates in the stores not using the tests.67

Nevertheless, honesty tests are controversial. Most of the arguments against integrity testing center on the issue of false-positive results: people who are honest but score poorly on the tests. Typically, at least 40 percent of the test takers receive failing marks.68

Interviews

Although the job interview is probably the most common selection tool, it has often been criticized for its poor reliability and low validity.69 Countless studies have found that interviewers do not agree with one another on candidate assessments. Other criticisms include human judgment limitations and interviewer biases. For example, one early study found that most interviewers make decisions about candidates in the first two or three minutes of the interview.70 Snap decisions can adversely affect an interview’s validity because they are made based on limited information. More recent research, however, indicates that interviewers may not make such hasty decisions.71

Another criticism is that traditional interviews are conducted in such a way that the interview experience is very different from interviewee to interviewee. For instance, it is very common for the interviewer to open with the following question: “Tell me about yourself.” The interview then proceeds in a haphazard fashion depending on the applicant’s answer to that first question. Essentially, each applicant experiences a different selection method.

Dissatisfaction with the traditional unstructured interview has led to an alternative approach called the structured interview.72 The structured interview is based directly on a thorough job analysis. It applies a series of job-related questions with predetermined answers consistently across all interviews for a particular job.73

Figure 5.6 gives examples of the three types of questions commonly used in structured interviews:74

Type Example
Situational You are packing things into your car and getting ready for your family vacation when you realize that you promised to meet a client this morning. You did not pencil the meeting into your calendar and it slipped your mind until just now. What do you do?
Job knowledge What is the correct procedure for determining the appropriate oven temperature when running a new batch of steel?
Worker requirements Some periods are extremely busy in our business. What are your feelings about working overtime?

FIGURE 5.6

Examples of Structured Interview Questions

  • ▪ Situational questions try to elicit from candidates how they would respond to particular work situations. These questions can be developed from the critical incident technique of job analysis: Supervisors and workers rewrite critical incidents of behavior as situational interview questions, then generate and score possible answers as a benchmark.75

  • ▪ Job knowledge questions assess whether candidates have the basic knowledge needed to perform the job.

  • ▪ Worker requirements questions assess candidates’ willingness to perform under prevailing job conditions.

Structured interviews are valid predictors of job performance.76 First, the content of a structured interview is, by design, limited to job-related factors. Second, the questions asked are consistent across all interviewees. Third, all responses are scored the same way. Finally, because a panel of interviewers is typically involved in conducting the structured interview, the impact of individual interviewers’ idiosyncrasies and biases is limited.

Structured interviews have been used very successfully at numerous companies. Interviewing panels range from two to six members and typically include an HR professional, the hiring manager, and the person who will be the candidate’s manager. The panels often also include key people from other departments who will have to work very closely with the new hire.

The usual practice is to interview all candidates over a one- or two-day period. This makes it easier to recall interviewee responses and compare them equitably. Immediately after an interview, panel members rate the interviewee using a one- to two-page sheet that lists important job dimensions along with a five-point rating scale. After each interviewer has rated the candidate, one member of the panel—usually either the HR professional or the hiring manager—facilitates a discussion in which the panel arrives at a group rating for the candidate. After all applicants have been interviewed, the panel creates a rank order of acceptable job candidates.77

If the structured interview is so effective, why does the traditional interview remain popular? One reason is that many equate the panel format of structured interviews with a stress test. Another is that organizations find the traditional interview quite useful, probably because it serves more functions than just selection.78 For example, it can be an effective public relations tool in which the interviewer gives a positive impression of the organization. Even a candidate who is not hired may retain this positive impression. In addition, the unstructured interview may be a valid predictor of the degree to which a candidate will fit with the organization. Finally, the open-ended nature of unstructured interviews may provide an opportunity for unsuitable candidates to demonstrate the qualities that make them less desirable as potential employees.

Whatever the interview procedure, employers are assessing interviewees for the role of employee. In addition to responses to interview questions, the assessment of job candidates may include mannerisms and behavior during the interview, as well as dress. If you want to make a good impression during the job interview, you might begin by avoiding some of the real-life interviewing mistakes presented in Figure 5.7.

The impression you make through your behavior at a job interview is critical to your being favorably considered for the job. No matter how stellar your résumé, inappropriate behavior during the interview can ruin your chances for a job offer. The following are some real situations that indicate how unusual (even bizarre) the behavior of some job seekers can be.
  • The applicant wore a Walkman and said she could listen to me and the music at the same time.

  • A balding candidate abruptly excused himself and returned to the office a few minutes later wearing a hairpiece.

  • The applicant asked to see the interviewer’s résumé to determine if the interviewer was qualified to judge his capabilities for the job.

  • The interviewee announced she hadn’t had lunch and proceeded to eat a hamburger and french fries in the interviewer’s office—wiping the ketchup on her sleeve.

  • When I asked the candidate about his hobbies, he stood up and started tap dancing around my office.

  • After arriving for a morning interview, the candidate asked to use the employer’s phone. She called her current employer, faked a coughing fit, and called in sick to her boss.

  • In response to the interviewer’s offer to answer questions, a job seeker replied, “What happens if I wake up in the morning and don’t feel like going to work?”

  • The applicant brought his mother to the interview.

  • The applicant swore throughout the interview.

  • A candidate interrupted a discussion of work hours and the office environment to say that he would take the job only if he could move his desk to the courtyard outside.

  • Asked what he would like to do in his next position, a candidate replied, “I’ll tell you what I don’t want to be doing—sitting in boring meetings, doing grunt work, and having to be nice to people all day long.”

  • Question: “Why do you want this job?” Answer: “I’ve got a big house, a big car, and a big credit card balance. Pay me and I’ll be happy.”

FIGURE 5.7

Unusual Job Interview Behaviors

Whether employers choose to use structured or unstructured interviews, they need to make sure their interview questions are not illegal. Companies that ask job applicants certain questions (for example, their race, creed, sex, national origin, marital status, or number of children) either on application forms or in the interview process run the risk of being sued.

To operate within the limits of the law, interviewers should remember the “nine don’ts” of interviewing:79

  1. Don’t ask applicants if they have children, plan to have children, or what child-care arrangements they have made.

  2. Don’t ask an applicant’s age.

  3. Don’t ask whether the candidate has a physical or mental disability that would interfere with doing the job. The law allows employers to explore the subject of disabilities only after making a job offer that is conditioned on satisfactory completion of a required physical, medical, or job skills test.

  4. Don’t ask for such identifying characteristics as height or weight on an application.

  5. Don’t ask a female candidate for her maiden name. Some employers have asked this to ascertain marital status, another topic that is off limits in interviewing both men and women.

  6. Don’t ask applicants about their citizenship.

  7. Don’t ask applicants about their arrest records. You are, however, allowed to ask whether the candidate has ever been convicted of a crime.

  8. Don’t ask if a candidate smokes. Because there are numerous state and local ordinances that restrict smoking in certain buildings, a more appropriate question is whether the applicant is aware of these regulations and is willing to comply with them.

  9. Don’t ask a job candidate if he or she has AIDS or is HIV-positive.

The key point to remember is not to ask questions that are peripheral to the work itself. Rather, interviewers should stay focused on the objective of hiring someone who is qualified to perform the tasks required by the job.

Assessment Centers

An assessment center is a set of simulated tasks or exercises that candidates (usually for managerial positions) are asked to perform. Observers rate performance on these simulations and make inferences regarding each candidate’s managerial skills and abilities. Many organizations use assessment centers for external recruitment and for internal promotion.80

Although expensive, the assessment center appears to be a valid predictor of managerial job performance.81 Assessment centers also appear to be an effective technique for judging key leadership competencies.82 Assessment centers may be well worth the price when the costs of poor hiring or promotion decisions are high.83 However, given a tight budget, the cost of an assessment center can be prohibitive. For example, the State of Maryland used to require the use of assessment centers in hiring public school principals, but that requirement was dropped because the expense of $1,200 to $1,500 per candidate became too onerous.84 A strategy to reduce the costs associated with using an assessment center is to not conduct an assessment for those candidates with exceptionally poor or good prescreening scores (such as scores on ability tests). Thus, the relatively expensive and more involved assessment-center procedure is used to focus on those candidates in the middle range who are not clearly acceptable or unacceptable for the job.85

Assessment centers are usually conducted off-premises, last from one to three days, and may include up to six candidates at a time. Most assessment centers evaluate each candidate’s abilities in four areas: organizing, planning, decision making, and leadership. Task-based assessment centers focus more directly on work-related situations and how well people perform on these specific tasks.86 There is considerable variability in what exercises an assessment center includes, how these are conducted, and how they are scored.87 Candidates who can put an activity behind them and focus on the next challenge are likely to perform better in the assessment center.88 In addition, candidates who are not too dominant or too timid but who can effectively interact with others are likely to perform better.

The in-basket exercise is probably the exercise most widely associated with assessment centers. It includes the kinds of problems, messages, reports, and so on that might be found in a manager’s in-basket. The candidates are asked to deal with these issues as they see fit, and then are assessed on how well they prioritized the issues, how creative and responsive they were in dealing with each one, the quality of their decisions, and other factors. Performance on an in-basket exercise can be highly revealing. Often it points up the skills of a candidate who might otherwise have appeared average.89

Drug Tests

Preemployment drug testing typically requires job applicants to undergo urinalysis as part of routine selection procedures. Applicants whose test results are positive are usually eliminated from further consideration. Alternatively, they may be given the option of taking another test at their own expense if they challenge the test’s outcome.90

The purpose of preemployment drug testing is to avoid hiring people who may become problem workers. Given this purpose, the critical question is: Do drug test results correlate to an applicant’s later job performance? The answer is yes. In one study done by the U.S. Postal Service, urine samples were taken from more than 5,000 job applicants, but the results were not used in hiring. Six months to one year later, it was found that the applicants who had positive tests were absent 41 percent more often and fired 38 percent more often than those who did not. It appears that drug testing is a valid predictor of job performance.91

Reference Checks

One of the best methods of predicting the future success of prospective employees is to look at their past employment record. Fear of defamation suits has often caused companies to not provide job-related information about former employees. However, checking employees’ references is an employer’s best tactic for avoiding negligent hiring suits, in which the employer is held liable for injuries inflicted by an employee while on the job. What should companies do?

Courts in almost every state have held that employers—both former and prospective—have a “qualified privilege” to discuss an employee’s past performance. But to enjoy that privilege, a company must follow three rules. First, it must determine that the inquirer has a job-related need to know. Second, the former employer must release only truthful information. Third, EEO-related information (such as an employee’s race or age) should not be released.92

Background Checks

Background checks can be distinguished from reference checks and can include, depending on the job opening, criminal background checks, verifications of academic achievements, driving histories, immigration status checks, and Social Security checks. A primary motivation for organizations to conduct background checks is to avoid a lawsuit charging negligent hiring. However, after the terrorist attack of September 11, 2001, some organizations broadened their screening efforts out of a concern for security. The Patriot Act, passed in November 2001, requires background checks on people who work with certain toxins and bans felons and illegal aliens, among others, from working with these materials.93 Surveys have found that some employers very infrequently uncover potential problems through the background-check process.94 However, it is well worth having performed a background check if a problem and consequent lawsuit alleging negligent hiring were to occur. In fact, conducting a background check has largely become an expected practice, and not conducting one can be considered evidence of negligence in hiring.95

Handwriting Analysis

Graphology, the study of handwriting for the purpose of measuring personality or other individual traits, is routinely used to screen job applicants in Europe, the birthplace of the technique. Analysis looks at over 300 aspects of handwriting, including the slope of the letters, the height at which the letter t is crossed, and the pressure of the writing. Although graphology is not as widely used in the United States as it is in Europe, it has been estimated that over 3,000 U.S. organizations use the procedure as part of their screening process. Furthermore, the covert and occasional use of graphology may be even more widespread and may be growing.96 The important question, of course, is whether handwriting is a valid predictor of job performance. Research on this issue indicates that the answer is no.

One study collected handwriting samples from 115 real estate associates and gave them to 20 graphologists, who scored each sample on a variety of traits, such as confidence, sales drive, and decision making.97 Later, these results were compared with the subject’s actual performance ratings as well as with objective performance measures such as total sales volume. There was a fair amount of consistency across graphologists’ judgments of the handwriting samples (reliability). However, none of the judgments made by the graphologists correlated with any of the performance measures, so graphology cannot be considered a valid measure. This conclusion is echoed by other research on graphology.98 Thus, it should not be used as an employment screening device, and you should be wary when you see graphology touted as a valuable selection tool in magazines and other popular press outlets.99

Combining Predictors

Organizations often use multiple methods to collect information about applicants. For instance, managers may be selected on the basis of past performance ratings, an assessment center evaluation, and an interview with the manager to whom they will be reporting.

How should these pieces of information be combined to make an effective selection decision? There are three basic strategies. The first requires making a preliminary selection decision after completion of each method. This approach is called multiple-hurdle strategy, because an applicant has to clear each hurdle before moving on to the next one. Those who do not clear the hurdle are eliminated from further consideration.

Both the remaining approaches require collecting all the information before making any decision; the difference is in how that information is combined. In a clinical strategy, the decision maker subjectively evaluates all the information and comes to an overall judgment. In a statistical strategy, the various pieces of information are combined according to a mathematical formula, and the job goes to the candidate with the highest score.

The multiple-hurdle strategy is often the choice when a large number of applicants must be considered. Usually, the procedure is to use the less-expensive methods first to screen out clearly unqualified applicants. Research studies indicate that a statistical strategy is generally more reliable and valid than a clinical strategy,100 but many people—and probably most organizations—prefer a clinical strategy.

Selection and Person/Organization Fit

Many companies have successfully used various selection tools to hire above-average employees who have made a significant contribution to the firm’s bottom line.101 However, the traditional approach to selection may not be sufficient for a growing number of organizations. For a growing number of organizations, the business involves more than material gain and the bottom line. There may also be values and responsibilities that are considered core to the business. Various social responsibilities, for example, can be core obligations for organizations. These responsibilities can become part of the culture and employment brand of the organization. These characteristics can make a potential employer more attractive to job applicants and, for those who are hired, they are more likely to be committed and loyal employees the better their values fit with the organization.102

In addition, a problem with fit can be difficult to solve. In general, it may be possible to reduce a deficit in knowledge or expertise with training, but changing a person’s values is typically very difficult or impossible. Thus, hiring people who share the organization’s desired priorities and characteristics might be much better than trying to remedy problems later. The Manager’s Notebook, “A Larger Purpose: Social Responsibility in the Recruitment and Hiring Process,” considers social responsibility as an important component in person/organization fit.

Providing opportunities to contribute to the community can be an important part of an employer’s brand.

Source:© aberCPC/Alamy.

MANAGER’S NOTEBOOK A Larger Purpose: Social Responsibility in the Recruitment and Hiring Process

Ethics/Social Responsibility

You want a job to make money, right? But is that all you are looking for? Companies are finding that many workers, and especially younger workers who are part of Generation Y, want more from work. They have ambitions to also make a positive difference in society and, thereby, find meaning and value in their jobs. For these workers, the job is more than just about a paycheck. As a manager, how can you meet that ambition and have your business benefit from the motivation and loyalty that can result from workers finding a fit with their desire to make a positive contribution? Some basic, but important suggestions regarding social responsibility and maximizing person/organization fit in recruitment and selection are presented below.

  • ▪ How is your business socially responsible? Does your business support particular causes or contribute to the local community? Is your company particularly focused on being environmentally responsible? If your organization emphasizes various aspects of social responsibility, these commitments need to be clarified. For example, if there are core values that reflect social responsibility commitments, they need to be identified. Likewise, if there are actions such as community projects, charity drives, or environmental programs that your organization engages in, these actions need to be highlighted in a description of the organization’s social responsibility efforts.

  • ▪ Include your social responsibility message in your recruitment efforts Social responsibility efforts can attract applicants and increase the likelihood they will accept a job offer. If social responsibility is to have an effect, people need to know about it. Including social responsibility in your recruitment efforts can get out the message that your organization is a place where workers can, indeed, find a larger purpose.

  • ▪ Job performance remains a priority Although you hope that social responsibility efforts of the organization resonate with job candidates, the ability to perform the job is the primary concern. In other words, the fit between the person and the job should be satisfied before the degree of fit between the person and the organization is a focus.

  • ▪ A larger purpose isn’t for everyone Finding meaning through work by contributing to social responsibility efforts is important for some people, but not for everyone. For some people, a job is primarily a job and a way to make money, not a way to make a positive social difference. For these people, the social responsibility message may not make much difference in terms of the attractiveness of the organization and the likelihood of applying for a job.

Sources:Based on Chuang, P. M. (2013). Gen Y staff want meaning in work, employers told. The Business Times, April 22; Gully, S. M., Phillips, J. M., Castellano, W. G., Han, K., and Kim, A. (2013). A mediated moderation model of recruiting socially and environmentally responsible job applicants. Personnel Psychology, 66, 1–39; Roberts, B. (2012, March). Values-driven HR. HRMagazine, 44–48; Zhang, L., and Gowan, M. A. (2012). Corporate social responsibility, applicants’ individual traits, and organizational attraction: A person-organization fit perspective. Journal of Business and Psychology, 27, 345–362.▪▪

Reactions to Selection Devices

Over the last several pages, we have discussed how well the various selection tools predict job performance. Next, we consider reactions to selection tools. How do applicants and managers respond to the selection methods we have discussed? The answer is clearly important, because these responses may be the determining factor in a decision to file a lawsuit.

  1. Applicant reactions to selection devices Applicants are a major customer of selection systems; they want and may demand fair selection devices. Moreover, applicants’ reactions to selection methods can influence their attraction to and opinions of an organization and their decision to accept or reject an offer of employment.103 Applicants’ reactions to selection tools also influence their willingness to purchase the company’s products.104

    To which selection tests do applicants respond most favorably and least favorably? Some interesting findings have emerged. For example, despite the increasing use of personality assessment devices as predictors, many job applicants believe that personality traits are not job relevant. A more negative reaction to personality tests tends to be characteristic of U.S. applicants, whereas job applicants in Europe and other areas don’t seem to have as much of a problem with personality assessment being a part of the hiring process.105

  2. Manager reactions to selection systems Managers need selection systems that are quick and easy to administer and that deliver results that are easy to understand. However, very little research has considered manager reactions to selection systems. One study surveyed 635 managers from 38 agencies in state government.106 The study assessed the managers’ perceptions of various factors related to the selection process, including selection methods. These findings were used to revise selection systems and other HR practices in those agencies.

Although validity must remain a central concern in selection, applicant and manager reactions to selection methods also need to be considered in the design of a selection system. Managers who are not happy with a selection method may ignore the data collected using that method or find a way to eliminate the use of the method. Applicants who perceive a method to be unfair may be more likely to file a discrimination charge over its use. In short, validity is critical, but applicant and manager perceptions can determine whether a method is going to be useful in practice.

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