Showing posts with label personality. Show all posts
Showing posts with label personality. Show all posts

Wednesday, July 23, 2014

How to Judge a Job Candidate"s Personality (and Why You Should)

As an increasing number of companies are focusing on personality traits and potential cultural fit when hiring. These new interviewing tactics are designed to help recruiters and hiring managers uncover who candidates are — rather than just what they can do.


“A major driver of this shift towards focusing on candidates’ personality is the newer generations entering the workforce or younger folks being promoted into management positions,” says Glenn Bernstein, COO of Execu-Search, a recruiting, staffing and executive search firm.


Focusing on finding a personality fit is beneficial to both employer and potential employee. “This generation is very concerned with work-life balance issues and the culture at their place of employment. They need to find out ahead of time if a potential job is somewhere they can ‘fit in,’ and be able to decide if a potential employer is someplace they even want to fit in,” Bernstein says.


“They want to work somewhere that treats their employees well, that successfully attracts other top candidates and is selective about who they hire and for what reasons. Especially the younger generation wants their job to be very collegial and team-oriented and to achieve success as a result of that — not at the expense of their coworkers,” Bernstein says.


For employers, this emphasis on personality and cultural fit is also helping attract and retain top talent, Bernstein says. Companies that place greater importance on employee satisfaction and happiness tend to have lower turnover rates and greater employee engagement, he says.


How to Determine If There’s ‘a Fit’


While some organizations administer a formal personality test, Bernstein says he’s simply adjusted his interviewing technique and his questions to better identify certain personality traits in candidates.


He says he looks for answers that might indicate a candidate is less than team-oriented and only interested in further their own career goals, regardless of their colleagues’ success.


“I’m looking for signs that they’ll be stepping on others’ toes, are extremely competitive in group-oriented situations and that they would succeed at any cost. To some extent, competition and a drive to succeed are good traits, but when it’s over the top, I want to know about it,” he says.


To that end, Bernstein says he’s adapted his interviewing technique, especially for the younger workforce, by asking questions about current technology and about candidates’ lifestyles, hobbies and social media presence, among others.


“We’re asking more ‘current’ questions; adapting to the differences in technology and approach in the last 20 years,” Bernstein says.


“Now, I’m not going to ask many direct, resume-related questions. Instead, I’ll ask, ‘What is the last Tweet you sent out?’ Or ‘Describe yourself by using hashtags. If I looked at your Internet search history, what would I find? Describe the best boss you ever had, and why.’ And ‘If your best friend were here, what would they tell me about you?’ The answers to these questions can offer some great insight into a candidate’s personality, interests and priorities,” Bernstein says. And that, he says, can be more telling than asking someone to elaborate on a bullet point from their resume.


A Family Dynamic


For Sunil Sani, co-founder at education and skills consulting firm Career Glider, making sure potential employees would be a fit within the family-owned company is of the utmost importance when interviewing candidates.


“We are a family business, so the dynamic is a bit different from other places,” Sani says. “Finding someone who can fit into the company and, therefore, into our family, is really important. I focus on communication skills, values and attitude. I present a problem and ask candidates how they would solve it to see if they’ll rise to the challenge,” he says.


Hearing a candidate’s answer and watching them work through a problem gives Sani insight not only into their enthusiasm and skills, but also gives him insight into their thought processes and allows him to gauge how they’ll fit in, he says.


“When I see a candidate in an interview, I’m much more apt to ask them about the portion of their resume that talks about hobbies, skills and other interests,” Sani says. “I can always teach them technical skills. I can’t teach them culture or force a cultural fit where there isn’t one,” he says.


What’s the Right Answer?


If you’re a job seeker and find yourself on the receiving end of one of these interview questions, there’s no “right” or “wrong” answer, says ExecuSearch’s Bernstein, but there are some points to remember. First and foremost, be honest, even if your answer might mean you’re not a good fit for the company.


“Don’t pretend to be someone you’re not,” Bernstein says. “Even if you were to land the job, you’re not going to be happy there and chances are the company won’t be happy, either,” he says.


Second, always do research up front to get a general sense of the company culture to make sure you even want to interview with the firm.


“You still should do research ahead of time to find out the culture and the working atmosphere and decide if you want to work there; then you can anticipate ‘personality’ questions and craft your responses based both on your true self and the needs of the company,” Sani says.


Then, if you find a great fit, everyone wins.


via How to Judge a Job Candidate’s Personality (and Why You Should) | CIO.


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How to Judge a Job Candidate"s Personality (and Why You Should)

Wednesday, December 18, 2013

5 Secrets to Surviving a Candidate Personality Assessment

“So scale of 1 to 10: how much of a sociopath are you?”


I had been on the job precisely three days. The question came from one of my new coworkers who was curious about the results of the mandatory personality (uh, “leadership”) assessment that I had to take before I was hired. The results were delivered to me in three booklets: two of them were harmless. The other was plastered in red and ominously labeled the “Challenge Report.”


I should mention here that I’ve never done very well on tests like this. And before you give me that line about “there’s no wrong way to take a personality test,” I’m going to stop you right there. That is clearly bullshit, given that the last Myers Briggs test I took compared me to Emperor Palpatine.


The Challenge Report was no less brutal. In the place of tongue-in-cheek Star Wars references were numerous charts and graphs employed in the service of quantifying the exact degree to which my personality overlapped with Ted Bundy. I couldn’t believe I had been hired, much less allowed to roam the streets without police supervision.


Once I was over the initial shock, I got curious. A little google research revealed that the practice of giving employees some type of personality or emotional intelligence assessment is now quite common. 39% of companies do it. I also learned that the particular assessment that I took is by-and-large an excellent predictor of work performance, meaning that they are probably here to stay. So for the overwhelming majority of you who will one day have to face the Hogan (or similar assessment), I give you these hard-won survival tips.


5 hard-won survival tips for personality assessments:


Entertain the idea that the test may be accurate.


I hated every minute of going over my results, but I have to admit: it was right on the money. A year and half later, I still pull out The Challenge Report whenever I’m dealing with a difficult client, boss or coworker. 9 times out of 10, it’s me who is the problem. I had the privilege of working recently with a speaker and professor whose research centers on the subject of expertise. He told me last week that if you ask a novice to rate what they know on a scale of 1 to 10, they’ll choose 8.5. An expert, on the other hand, will chose 4.5. The minute you overestimate yourself is the minute you stop being an expert. The moral? If you want to smell like roses, you’ve got to be willing to sniff your own armpits.


The test contains voodoo magic, and knows when you’re lying.


…and by voodoo magic, I mean a wildly sophisticated algorithm that lets your future employer know if you’re too good to be true. So be honest.


Even if it didn’t contain voodoo magic, you still don’t to lie.


This is because an assessment like this gives you the rare but priceless opportunity to KNOW if a job is going to make you miserable. Does money motivate you? If an employer rejects you because they systematically pay under market value, good on them for copping to it now. You may feel like a jilted lover, but better that than a battered spouse.


Don’t wait until you’re job hunting to take an assessment.


For one thing, wouldn’t it be nice to know what your employer is going to see ahead of time? For another, these assessments are excellent coaching tools that can get push you through a professional plateau. 99 times out 100, the things holding us back in our career are not technical skills–it’s “soft” skills like our ability to play nice with others that may keep us in lateral loop when we’re ready to keep climbing the ladder. Sophisticated assessments like these are a great window into those blind spots.


Employers: don’t be a jerk.


There are a million and one ways that a test like this can piss off a candidate, not least of which is the fact that many of these questions are highly intimate, and you’re asking them before he or she is even a part of the company. The best way to not be a jerk about it is to make sure that whoever administers the test, explains the test to the candidate, and makes hiring decisions based on that information is both highly qualified and highly empathetic.


When I took the test as a candidate, I was a little irritated that the company wanted to know things like whether I preferred to do meaningful work or make lots of money. If I chose the first, was I agreeing to take lower pay? If I chose the second, was I admitting to being shallow? Was this any of their business?


Building a better candidate experience


Here’s what smoothed it over for me: the company employed a very competent, very nice woman who explained the exam before I took it and detailed exactly how the information would and wouldn’t be used. Then, once hired, she took an hour and a half to go over the results with me in person. During that time, she identified exactly why the company had hired me, what they expected me to do, and what might get in my way. She introduced me to other people on the team who shared my personality traits, and made sure to point out people who were distinctly my opposite. My first 90 days at the company were the smoothest I’ve ever experienced, because I knew the work style of every individual at the company before I’d even had time to learn all their names.


via 5 Secrets to Surviving a Candidate Personality Assessment HR, Recruiting, Social Media Policies, Human Resources, HR Technology Blogging4Jobs.


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5 Secrets to Surviving a Candidate Personality Assessment

Thursday, November 14, 2013

Personality Tests in Employment Selection: Use With Caution

Many employers utilize personality tests in the employment selection process to identify people who have more than just the knowledge and skills necessary to be successful in their jobs.[1] If anecdotes are to be believed—Dilbert must be getting at something or the cartoon strip would not be so popular—the work place is full of people whose personalities are a mismatch for the positions they hold.  Psychology has the ability to measure personality and emotional intelligence (“EQ”), which can provide employers with data to use in the selection process.  “Personality refers to an individual’s unique constellation of consistent behavioral traits”[2] and “emotional intelligence consists of the ability to perceive and express emotion, assimilate emotion in thought, understand and reason with emotion, and regulate emotion.”[3] By using a scientific approach in hiring, employers can increase their number of successful employees.


Personality & Emotional Intelligence


The link between personality and emotional intelligence to job performance is compelling.[4]  Though there is strong evidence that cognitive measurement tools are good predictors of job success, one important reason that they are not perfect predictors is that human personality is an important factor in job success.[5] But not all are convinced that assessing workers’ cognitive abilities is worthwhile.  Annie Murphy Paul, a former senior editor for Psychology Today magazine, attacked the $400 million a year testing industry, comparing personality tests to phrenology—a popular and discredited 19th century personality instrument that measured mental traits by examining the 27 bumps on a person’s head.[6] With over 2,500 personality and emotional intelligence instruments on the market, Ms. Murphy is likely correct that some of these are ineffective.[7]  Discernment is the solution.


Personality


Personality is “the sum total of ways in which an individual reacts to and interacts with others … [and] we most often describe it in terms of the measurable traits a person exhibits.”[8]   One of the best supported models for measuring personality involves the “Big Five Model,” with its five basic dimensions that capture most of the variation in human personality.[9] The traits include neuroticism/emotional stability,[10] extraversion,[11] openness to experience,[12] agreeableness,[13] and conscientiousness.[14] These five job traits are connected to job performance and are predictors of certain outcomes:  “avoiding counterproductive behavior, reducing turnover and absenteeism, exhibiting more teamwork and leadership, providing more effective customer service, contributing more citizenship behavior, influencing job satisfaction and commitment to the firm, and enhancing safety.”[15]


There are several tests that measure the Big Five personality dimensions, but the two most popular are the NEO-Personality Inventory and the Personality Characteristics Inventory (“PCI”).[16]  The PCI is comprised of 150 multiple-choice questions and asks questions such as “I tend not to say what I think about things” (i.e., testing extraversion) or “I approach most of my work steadily and persistently” (i.e., testing conscientiousness).[17] The first Big Five personality test developed for the business community was the Hogan Personality Inventory (“HPI”), with its focus on normal personality rather than abnormal personality.[18] A 2003 meta-analytic review of 43 studies found that the HPI is an effective predictor of job performance for many different jobs, including customer service representatives, hospital administrators, bus drivers, department managers, and police officers.[19]


Personality Test Criticism


There is some debate in the industrial/organizational (“IO”) psychology field as to whether personality measures should be used in employee selection.[20] Many believe that personality tests used for employee selection are not valid, and in any event, can be faked.[21] The earliest personality tests go back at least to 1919, at the dawn of IO psychology.[22] In one article that reviewed 113 personality selection tool studies conducted from 1919 to 1952, personality was found to correlate to job success at levels similar to more recent studies.[23] For studies published from 1952 to 1963, one paper noted that the studies indicated that personality had some predictive power, but not at a level that personality should be used for employee selection.[24] This same article concluded that


“there is no generalizable evidence that personality measures can be recommended as good or practical tools for employee selection….  The best that can be said is that in some situations, for some purposes, some personality measures can offer helpful predictions.  But there is nothing in this summary to indicate in advance which measure should be used in which situation or for which purposes.  In short, it must be concluded (as always) that the validity of any personality measure must be specifically and competently determined for the specific situation in which it is to be used and for the specific purpose or criterion within that situation….  It seems clear that the only acceptable reason for using personality measures as instruments of decision is found only after doing considerable research with the measure in the specific situation and for the specific purpose for which it is to be used.[25]


A 2010 review of the academic literature found correlations between personality and job success to fall in the .03 to .15 range, which the authors note is “close to zero.”[26]  To put these correlations in perspective, personality tests used in employee selection account for approximately 5% of an employee’s job success while the other 95% of their performance is unaccounted for by personality.[27] Interestingly, the .15 correlation is almost identical to what was noted in the 1960’s, meaning there has been no measurable change in the data for the 50 years.


One possibility for the relatively low correlation rates is that the data has not been interpreted properly.  A 2011 study has found evidence for a curvilinear relationship between personality traits and job performance, while all the earlier studies assumed a linear relationship.[28] This suggests that for complex jobs, high personality scores may correlate better to ultimate job success.[29]


Emotional Intelligence


As the name implies, emotional intelligence (“EQ”) is not a personality trait but a type of intelligence.  Beginning in the 20th century, society has viewed intelligence almost exclusively through the lens of intelligence quotient (“IQ”) tests.[30] IQ tests have the advantage of being very reliable, but they are limited in that they measure abstract reasoning and verbal fluency.[31]  In 1990 Peter Salovey and John Mayer proposed an additional intelligence:  emotional intelligence.[32] Emotional intelligence is comprised of four components: First, people need to be able to accurately perceive emotions in themselves and others and have the ability to express their own emotions effectively.  Second, people need to be aware of how their emotions shape their thinking, decisions, and coping mechanisms.  Third, people need to be able to understand and analyze their emotions, which may often be complex and contradictory.  Fourth, people need to be able to regulate their emotions so that they can dampen negative emotions and make effective use of positive emotions.[33]


It is important to note that if EQ is, in fact, a type of intelligence, it really cannot be changed very much—just like a person’s IQ remains relatively constant throughout their lifetime. The marketplace is beginning to recognize the importance of EQ.  One survey indicated that 60% of employers would not hire a high IQ candidate with a low EQ.[34] When asked why emotional intelligence is more important than high IQ, employers said that employees with high EQ (in order of importance):


  • Are more likely to stay calm under pressure

  • Know how to resolve conflict effectively

  • Are empathetic to their team members and react accordingly

  • Lead by example

  • Tend to make more thoughtful business decisions[35]

When these same employers were asked to identify specific behaviors and qualities that demonstrate EQ, they responded that employees who demonstrate high EQ:


  • Admit and learn from their mistakes

  • Can keep their emotions in check and have thoughtful discussions on tough issues

  • Listen as much, or more than, they talk

  • Take criticism well

  • Show grace under pressure[36]

The opinions given by the surveyed employers are also echoed in academic literature on the subject. Research indicates that emotional intelligence has predictive validity “in domains such as academic performance, job performance, negotiation, leadership, emotional labor, trust, work-family conflict, and stress.”[37]  While some contend that emotional intelligence and personality are the same, other studies reveal that emotional intelligence is measuring something apart from personality.[38]  Specifically, when measuring emotional intelligence as a separate construct, it can be measured separately from intelligence and personality.”[39]  In one 1995 study, it was claimed that emotional intelligence was the most significant job performance predictor.[40]  However, as in many areas of research, the keynote finding of one study does not even make the footnote of a similar study. Such was the case in 2011 when a study, relying on much more data than the 1995 sample, could not support the earlier claim that EQ predicts job performance.[41] Although the exact role EQ plays in the workplace is still up for debate, it is reasonable to assume from the multitude of studies linking EQ to various performance factors that a valid and reliable emotional intelligence test used in selection process should result in useful data.


Applicant Faking


To the extent that personality and EQ tests are used in hiring, the issue of applicant faking needs to be addressed.  Faking is defined “as the tendency to deliberately present oneself in a more positive manner than is accurate in order to meet the perceived demands of the testing situation.”[42] The concern is that a person with high cognitive abilities will have the intellectual skill necessary to identify the answers that will maximize their chances of getting a position.  A quick search on the Internet will find advice on how to fake these tests.  One article, geared toward lawyers seeking employment with firms who conduct personality or EQ tests, notes:


I’m not convinced that you can’t ‘game’ the test to some extent. So here are my tips for ‘passing’ the test:


  • Resist the urge to be too revealing. The assessment is part of the job interview, not something for your own enlightenment. If you are curious about your psychological profile, take one of the tests out there on your own dime.

  • Be a social animal. If you need to lock yourself in a soundproof room to do your work, don’t admit it. These days, law firms are very keen on team work. Never mind that most of the big rainmakers tend to be solipsistic egomaniacs. The buzz word is ‘cooperation.”

  • Be sunny. Lawyers are paid to look at the worst-case scenarios, so they tend to be skeptical, if not pessimistic. Despite your inclination to look on the dark side, try to project a positive, ‘I’ll-find-a-solution’ attitude. That’s what clients want to hear.

  • Be cool. If you get angry or take criticism badly, don’t admit it. Grit your teeth and say you welcome criticism—and that you always learn from it.

  • Review math. Yes, there was a math section on the test that completely threw me. It might help to buy one of those SAT prep books.[43]

One recent study found faked answers for one quarter to one half of the applicants.[44] So how can employers who want to use personality or EQ tests in their selection process mitigate against the risk of applicant faking?  Counter-measures to faking include the test and retest approach to see if an individual is consistent in their answers, or asking questions that require quick responses.[45] But counter-measures to faking may result in less reliable and valid results since some tools used to detect faking do not work well.[46]


Skepticism in Personality Testing


There are some skeptics in the general population who are derisive of these tests because they feel the questions posed in them are irrelevant to determining a person’s personality or emotional intelligence.  For example, one exam used in selecting first year legal associates asks “do you like flowers?”[47] Clearly an applicant’s affection for flowers is not connected to the knowledge, skills, or abilities necessary to be a successful lawyer.  It is this type of question that skeptics use to prove, at least to themselves, the total irrelevancy of psychological testing.  However, proponents of these tests would say these cynics are wrong because they misunderstand the purpose behind the question.  Personality tests may ask a series of irrelevant questions because the test is examining the patterns behind the responses, not the answer to any particular question—it is that pattern that provides insight into the test taker’s personality.


Legal Considerations


As more and more companies decide to utilize personality and emotional intelligence tests in the employee selection process, applicant faking and placating skeptics are not the only hazards a company can expect.  If not constructed properly, the potential legal ramifications of these tests can be massive.  The two most significant legal considerations in using personality and emotional intelligence tests are Title VII discrimination and discrimination under the Americans with Disabilities Act (“ADA”).  While intentional discrimination is certainly possible, the more likely risk for companies acting in good faith involves inadvertent discrimination through the use of valid and reliable instruments.


Title VII Discrimination and Validation Studies


The Federal Civil Rights Act of 1964 generally prohibits employers from discriminating on the basis of “race, color, religion, sex, or national origin” in the employment context, including the employee selection process.[48] To assist employers in the selection process, Title VII allows professionally developed ability tests as long as they are not “designed, intended or used to discriminate because of race, color, religion, sex or national origin.”[49] Personality differences between races are small and should not impact the use of personality tests in the employee selection process.[50] In the first Supreme Court case that examined unintentional discrimination, Griggs v. Duke Power Co., the Court accepted a lower court finding that that the business was not intentionally discriminating against the plaintiffs based on race.  The Court then shifted its inquiry to the employer’s use of two commercially available ability tests[51]—both still in use today—and held that these facially non-discriminatory tests violated Title VII because the tests had a disparate impact on the African-American plaintiffs and the employer did not prove that the tests were related to job performance.[52] The Griggs Court, however, ended its opinion with agreement that employee selection tools are extremely important to business, but that business needs to use tests that are designed “for the job and not the person in the abstract.”[53] Presumably, if the employer in Griggs had conducted a meaningful study and determined that the two ability tests were related to job performance, then the Court would have found there was no Title VII violation.[54] Today, the Court’s jurisprudence has been codified into Title VII.  To prevail in a disparate impact case, a plaintiff must establish that at least one of two tests has been violated.  The first test requires the plaintiff to prove that an employment practice results in disparate impact which, if proven, shifts the burden to the defendant to demonstrate that the practice in question is consistent with business necessity.[55] The second test requires the plaintiff to prove that there was an alternative employment practice, the defendant refused to adopt it, and the alternative employment practice would have eliminated or reduced the disparate impact.[56] Presumably, the employer must also have been aware of the alternate employment practice at the time the defendant was being considered for employment.[57] Though most of the litigation involving alternative employment practices involves the use of employment tests, plaintiffs have rarely prevailed because their suggested alternatives were neither less discriminatory nor advanced the employer’s purpose in using the test.[58] This leaves the first test—job relatedness—as the only significant disparate impact issue facing legal employers that use personality tests.


A disparate impact claim is, basically, a plaintiff proving discrimination through the use of statistics.  An employer can then defeat a disparate impact claim by “proving business necessity, bona fide occupational qualifications, or validity.”[59] The bona fide occupational qualification defense only applies to sex and religious discrimination and therefore only applies to a small group of employers.[60]  Business necessity is limited to safety concerns for those in the protected class (e.g., prohibiting pregnant women from working on a job that would exposes them to lead, which would be dangerous for the unborn child).[61] This leaves employers with the need to establish validity for their selection tools.  To help government agencies and employers with a uniform understanding of validation, in 1978 the government created the Uniform Guidelines on Employee Selection Procedures (“Guidelines”).[62] The Guidelines provide options for establishing validity, though modern science is often opposed to the older science enshrined in the Guidelines.[63] In one recent case rejecting disparate impact, the Supreme Court held that the City of New Haven, Connecticut had developed an examination that was job related, was necessary for the firefighting business at issue in the case, and had the requisite validity.[64] This demonstrates the importance of validating tests before administering them.


Americans with Disabilities Act


The Americans with Disabilities Act (ADA) prohibits employers from conducting pre-employment medical exams.[65] Though most employers are only interested in identifying personality traits necessary for a particular position, some personality tests might also have the ability to identity a medical condition, thereby violating the ADA.  For example, in Karraker v. Rent-A-Center, the Court held that a personality test that could have been used by the employer to diagnose a medical condition violated the ADA.  Specifically, the employer used the Minnesota Multiphasic Personality Inventory (“MMPI), which can measure “depression, hypochondriasis, hysteria, paranoia, and mania.”[66] The Court rejected the “we aren’t using it for that” argument and explained that because the test can reveal mental illness then it should be legally classified as a medical exam.”[67] In another case, an employer asked candidates whether they agreed or disagreed with the following statements:


  • People do a lot of things that make you angry.

  • There’s no use having close friends; they always let you down.

  • Many people cannot be trusted.

  • You are unsure of what to say when you meet someone.[68]

The applicants were concerned that the questions might identify mental illness, which is prohibited by the ADA, so the company agreed to remove the questions from future tests.[69]  Personality tools that are designed by knowledgeable psychologists familiar with employment laws should have no difficulty in avoiding an ADA violation.


Conclusion


Making poor hiring decisions not only has the potential to create a toxic workplace environment, but it can be expensive.  Each bad hire costs a business 1.5 times[70] to 5 times that employee’s salary and benefits.[71]  Assuming a $50,000 combined salary and benefits, the bad hire will cost an employer at least an additional $75,000.  Even though an employer may be challenged in court for using personality and EQ tests in employee selection, the benefits of more successful employees far outweigh potential legal costs.  The key is for employers to use valid, reliable, and legally sustainable tests in hiring employees, not only because this will reduce potential lawsuits but also because it is the only way that employers can scientifically identify the best candidates for the job. ℵ


 


H. Beau Beaz currently serves as the Associate Dean for Academic Effectiveness & Professor of Law at the Charlotte School of Law. Previously, Baez was the director of the Tax Law program at Concord University School of Law and counsel for the Multistate Tax Commission. He received both a J.D. and a Master of Laws in Taxation from Georgetown University Law Center and was a law clerk for the United States Attorney’s Office.  


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[1] Ruth Mantell, Job Seekers, Get Ready for Personality Tests:  More Employers are using Pre-Hire Assessments, Market Watch (September 12, 2011) http://www.marketwatch.com/story/job-seekers-get-ready-for-personality-tests-2011-09-12.




[2] Id. at 491.




[3] Wayne Weiten, Psychology:  Themes and Variations 385 (8th ed. 2010).




[4] Frank L. Schmidt & John E. Hunter, The Validity and Utility of Selection Methods in Personnel Psychology:  Practical and Theoretical Implications of 85 Years of Research Findings, 124 Psychological Bulletin 262 (1998).




[5] Lee Borghans, Angela Duckworth, et al., The Economics and Psychology of Personality Traits 42 Nat’l Bureau of Econ. Research, Working Paper No. 13810 (2008).




[6] Annie Murphy Paul, The Cult of Personality:  How Personality Tests are Leading Us to Miseducate Our Children, Mismanage Our Companies, and Misunderstand Ourselves (2004).




[7] Id.




[8] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 135 (14th ed. 2011).




[9] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[10] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[11] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[12] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[13] Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[14] R. R. McCrae & P. T. Costa, Personality in Adulthood:  A Five-Factor Theory Perspective (2003); Stephen P. Robbins and Timothy A. Judge, Organizational Behavior, 138 (14th ed. 2011).




[15] Robert D. Gatewood, Huberto S. Field, and Murray Barrick, Human Resource Selection, 507 (7th ed., 2011).




[16] Self-report questionnaires are less expensive to administer, which is why they tend to be more popular than approaches that require the administration by a trained psychologist.




[17] Robert D. Gatewood, Huberto S. Field, and Murray Barrick, Human Resource Selection, 511 (7th ed., 2011).




[18] Hogan Assessments, Hogan Personality Inventor:  Overview Guide, http://www.hoganassessments.com/sites/default/files/assessments/pdf/HPI_Brochure.pdf  (The HPI utilizes the following seven dimensions:


“Adjustment: confidence, self-esteem, and composure under pressure


Ambition: initiative, competitiveness, and desire for leadership roles


Sociability: extraversion, gregarious, and need for social interaction


Interpersonal Sensitivity: tact, perceptiveness, and ability to maintain relationships


Prudence: self-discipline, responsibility and conscientiousness


Inquisitive: imagination, curiosity, and creative potential


Learning Approach: achievement-oriented, stays up-to-date on business and technical matters”




[19] Joyce Hogan and Brent Holland, Using Theory to Evaluate Personality and Job-Performance Relations:


A Socioanalytic Perspective, 88 Journal of Applied Psychology 100, 103 (2003).




[20] See generally, Frederick P. Morgeson, et al., Are We Getting Fooled Again?  Coming to Terms with Limitations in the Use of Personality Tests for Personnel Selection, 60 Personnel Psychology 1029 (2007).




[21] Wesley A. Scroggins, Steven L. Thomas, and Jerry A. Morris, Psychological Testing in Personnel Selection, Part I:  A Century of Psychological Testing, 38 Public Personnel Management 99, 105 (2008).




[22] E. E. Ghiselli and R. P. Barthol, The Validity of Personality Inventories in the Selection of Employees, 38 Journal of Applied Psychology 18 (1953).




[23] See generally, E. E. Ghiselli and R. P. Barthol, The Validity of Personality Inventories in the Selection of Employees, 38 Journal of Applied Psychology 18, 20 (1953).




[24] See generally, Robert M. Guion and Richard F. Gottier, Validity of Personality Measures in Personnel Selection, 18 Personnel Psychology 135, 141 (1965).




[25] Robert M. Guion and Richard F. Gottier, Validity of Personality Measures in Personnel Selection, 18 Personnel Psychology 135, 159-160 (1965).




[26] Frederick P. Morgeson, et al., Are We Getting Fooled Again?  Coming to Terms with Limitations in the Use of Personality Tests for Personnel Selection, 60 Personnel Psychology 1029, 1033 (2007).




[27] Frederick P. Morgeson, et al., Are We Getting Fooled Again?  Coming to Terms with Limitations in the Use of Personality Tests for Personnel Selection, 60 Personnel Psychology 1029, 1037 (2007).




[28] Huy Le, In-Sue Oh, Steven B. Robbins, et al., Too Much of a Good Thing:  Curvilinear Relationships Between Personality Traits and Job Performance, 96 Journal of Applied Psychology 113 (2011).




[29] Huy Le, In-Sue Oh, Steven B. Robbins, et al., Too Much of a Good Thing:  Curvilinear Relationships Between Personality Traits and Job Performance, 96 Journal of Applied Psychology 113, 129 (2011).




[30] Wayne Weiten, Psychology Themes and Variations 361-362 (8th ed. 2010) (“An intelligence quotient (IQ) is a child’s mental age divided by chronological age, multiplied by 100.”).




[31] Id. at 364, 366.




[32] Peter Salovey & John Mayer, Emotional Intelligence, 9 Imagination, Cognition, and Personality 185 (1990).




[33] Wayne Weiten at 386.




[34] Seventy-One Percent of Employers Say They Value Emotional Intelligence Over IQ, According to CareerBuilder Survey, August 18, 2011,  http://m.prnewswire.com/news-releases/seventy-one-percent-of-employers-say-they-value-emotional-intelligence-over-iq-according-to-careerbuilder-survey-127995518.html




[35] Id.




[36] Id.




[37] Ernest H. O’Boyle et al., The Relation Between Emotional Intelligence and Job Performance:  A Meta-Analysis, 32 J. Organiz. Behav. 789 (2010) (citations omitted).




[38] J. C. Rode et al., Emotional Intelligence and Individual Performance:  Evidence of Direct and moderated Effects, 28 Journal of Organizational Behavior 399 (2007).




[39] O’Boyle at 806.




[40] D. Goleman, Emotional Intelligence:  Why it can Matter More than IQ (1995).




[41] O’Boyle at 804.




[42] Jinyan Fan, Dingguo Gao, Sarah A. Carroll, et. al., Testing the Efficacy of a New Procedure for Reducing Faking on Personality Tests Within Selection Contexts, American Journal of Applied Psychology 1, 2 (2012).




[43] Vivia Chen, The Careerist Goes on the Couch, The Careerist (Feb. 1, 2011).  http://thecareerist.typepad.com/thecareerist/2011/02/aceing-the-psych-test.html.




[44] R. L. Griffith, et al, Do Applicants Fake? An Examination of the Frequency of Applicant Faking Behavior, 36 Personnel Review, 341 (2007).




[45] Jinyan Fan, Dingguo Gao, Sarah A. Carroll, et. al., Testing the Efficacy of a New Procedure for Reducing Faking on Personality Tests Within Selection Contexts, American Journal of Applied Psychology 1, 2 (2012).




[46] Mitchell H. Peterson, Richard L. Griffith, Joshua A. Isaacson, et. al., Applicant Faking, Social Desirability, and the Prediction of Counterproductive Work Behaviors, 24 Human Performance 270, 286 (2011).




[47] Vivia Chen, The Careerist Goes on the Couch, The Careerist (Feb. 1, 2011)  http://thecareerist.typepad.com/thecareerist/2011/02/aceing-the-psych-test.html




[48] 42 U.S.C.A. § 2000e-2(a)(1).  The shorthand term “Title VII,” used by practitioners and in the literature, refers to this section’s location in Pub.L. 88-352 passed in 1964 rather than to its location in Title 42, Subchapter VI of the U.S. Code.




[49] 42 U.S.C.A. §2000e-2(h).




[50] Hannah J. Foldes, Emily E. Duehr, and Deniz S. Ones, Group Differences in Personality:  Meta-Analyses Comparing Five U.S. Racial Groups, 61 Personnel Psychology, 579, 605 (2008).




[51] The Wonderlic Personnel Test, today called the Wonderlic Classic Cognitive Ability Test, claims to “measure a candidate’s ability to understand instructions, learn, adapt, solve problems and handle the mental demands of the position.” http://www.wonderlic.com/assessments/ability/cognitive-ability-tests/classic-cognitive-ability-test (last visited July 4, 2012).  The Bennett Mechanical Comprehension Test is used for assessing mechanical aptitude, “with a focus on spatial perception and tool knowledge rather than manual dexterity.” http://www.pearsonassessments.com/HAIWEB/Cultures/en-us/Productdetail.htm?Pid=015-8341-430&Mode=summary (last visited July 4, 2012).




[52] Griggs v. Duke Power Co., 401 U.S. 424, 431 (1971).




[53] Griggs v. Duke Power Co., 401 U.S. 424, 436 (1971).




[54] See, Griggs v. Duke Power Col, 401 U.S. 424, 431 (1971).




[55] 42 U.S.C.A. § 2000e-2(k)(1)(A)(i).




[56] 42 U.S.C.A. § 2000e-2(k)(1)(A)(ii).




[57] 2 Lex K. Larson, Employment Discrimination §24.01, at 24-5 (2d ed. 2012).




[58] 2 Lex K. Larson, Employment Discrimination §24.01, at 24-8 (2d ed. 2012).




[59] Robert D. Gatewood, Huberto S. Field, and Murray Barrick, Human Resource Selection, 39 (7th ed., 2011).




[60] Id.




[61] Id.




[62] Created by the Equal Employment Opportunity Commission, Civil Service Commission, Department of Labor, and the Department of Justice.




[63] Robert M. Guion and Scott Highhouse, Essentials of Personnel Assessment and Selection, 87 (2006).




[64] Ricci v. DeStefano, 557 U.S. 557, 587-588 (2009).




[65] 42 U.S.C.A. § 12112(d)(2)(A).




[66] Karraker v. Rent-A-Center, Inc., 411 F.3d 831, 833 (7th Circuit, 2005).




[67] Id. at 837.




[68] Eve Tahmincioglu, Employers Turn to Tests to Weed Out Job Seekers:  Some Screens May Violate Law, But Applicants Rarely Have Choice, Today Money, 8/15/2011  http://today.msnbc.msn.com/id/44120975/ns/today-money/t/employers-turn-tests-weed-out-job-seekers/




[69] Id.




[70] See Kay Lazar, Employers Test with a  New Attitude:  Controversial Questionnaires Screen Applicants for Hire Purposes, Boston Herald, Apr. 18, 1999, at 3.




[71] Survey: Bad Hires Cost Big Money, Philadelphia Business Journal (April 11, 2006)  http://www.bizjournals.com/philadelphia/stories/2006/04/10/daily19.html




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Personality Tests in Employment Selection: Use With Caution