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Reference check
The process of confirming the accuracy of information provided by an applicant.
Reference
An expression of an opinion (oral or written) about an applicant’s ability, work habits, character, past performance, or future potential.
Letter of recommendation
A written opinion about an applicant’s ability, work habits, character, past performance, or future potential.
Résumé fraud
When applicants lie or exaggerate information about their education or work experience.
Negligent hiring
When an employer hires someone with a known risk history and that employee harms others while on the job.
Negligent reference
Failure of an organization to share important information about a former employee’s potential for legal/behavioral problems.
Validity coefficient
The correlation between a selection method score (e.g., test) and job performance. (Example: References have validity as low as .18 uncorrected)
Corrected validity
A validity coefficient statistically adjusted for errors and range restriction to estimate the “true” validity of a method.
Leniency (in references)
The tendency for reference writers to give overly positive ratings, since applicants choose their own references. (Example: Fewer than 1% of references are negative)
Defamation of character
False information given with malicious intent that harms an applicant’s reputation. (Slander
Conditional privilege
Legal protection allowing reference providers to share truthful opinion if based on reasonable belief.
Knowledge problem (references)
When reference writers do not know the applicant well or have not observed relevant job behaviors.
Reliability (of references)
Low consistency in ratings from different reference providers (typically around .22).
Extraneous factors (references)
Factors unrelated to performance that influence reference writing or reading (e.g., writing skill, relationship closeness).
Ethical guideline 1 (references)
State the relationship with the applicant.
Ethical guideline 2 (references)
Be honest and specific in details shared.
Ethical guideline 3 (references)
Allow applicant to review the reference and decline its use.
Education as predictor of performance
Higher education levels relate to better performance, more OCB, less absenteeism, and less substance abuse. (Example: Based on meta-analysis by Ng & Feldman, 2009)
Job knowledge test
A test measuring how much job-related knowledge an applicant already possesses. Example items: Making a martini (bartender); job analysis methods (HR); programming, electronics.
Ability test
A test measuring a person’s capacity to learn or perform job-related skills they do not currently know.
Cognitive ability
Mental capabilities including comprehension, reasoning, problem-solving, creativity, memory, and learning.
Cognitive ability test
Test designed to measure intelligence or knowledge level linked to job learning and decision-making.
Example: Wonderlic Personnel Test (12-minute group test, widely used)
Other common cognitive tests
Miller Analogies Test, Quick Test, Raven Progressive Matrices.
Siena Reasoning Test (SRT)
Cognitive test designed to reduce race-based score gaps by minimizing prior knowledge requirements.
Perceptual ability
Aptitude for spatial relations, form perception, and sensory processing such as vision, hearing, and speech.
Psychomotor ability
Skills involving coordination, dexterity, reaction time, and motor control.
Physical ability test
A test of physical strength, stamina, or physical skill through simulations or agility tasks.
Example: Firing a gun and chasing a suspect (police); swimming rescue (lifeguard).
Nine basic physical abilities
Dynamic strength; trunk strength; explosive strength; static strength; dynamic flexibility; extent flexibility; gross body equilibrium; gross body coordination; stamina.
Work sample
Applicant performs real job tasks to assess job skills and predict performance.
Advantages of work samples
High content validity; high criterion validity; applicants see clear job link (face validity); lower racial score differences.
Main limitation of work samples
Costly to design and administer.
Assessment center
Selection involving multiple job-related simulations observed by multiple trained assessors.
Requirements of assessment centers
Based on job analysis; behavioral dimensions defined; multiple methods; at least one simulation; multiple assessors; observed behaviors documented; combined evaluation.
Common assessment center exercises
In-basket; simulations; business games; leaderless group discussions; work samples.
In-basket technique
Simulation of daily managerial tasks to evaluate decision-making and prioritization.
Business game
Simulated organizational tasks involving strategy and marketing decisions.
Leaderless group discussion
Group exercise where applicants solve a problem together without an assigned leader.
Experience ratings
Scores based on amount, performance level, and relevance of prior work experience. (Experience alone is not enough—quality matters.)
Biodata
Application format including life history (education, military, community, work) that predicts performance and tenure.
Biodata faking issue
Responses can be socially desirable, so warnings, verifiable items, and elaboration reduce faking.
Personality inventory
Psychological assessment measuring traits related to job behavior. Less adverse impact compared to ability tests.
Tests of normal personality
Assess traits shown in daily life, such as extraversion, assertiveness, friendliness. Examples: Hogan Personality Inventory, CPI, NEO-PI, 16PF.
Big Five personality dimensions
Openness, Conscientiousness, Extraversion, Agreeableness, Emotional Stability. Example: Conscientiousness predicts reliability and job performance.
Faking on personality tests
Possible but generally small impact on validity. Asking about work personality improves accuracy.
Dark Triad
Machiavellianism, narcissism, psychopathy — linked to manipulation, self-centeredness, and low concern for others. Example: Higher counterproductive work behaviors.
Tests of psychopathology
Identify clinical disorders (depression, bipolar, schizophrenia). Rare in employee selection except public safety.
Projective tests
Unstructured personality measures with subjective interpretation. Examples: Rorschach Inkblot Test, TAT.
Objective tests
Standardized scoring tests for psychopathology. Example: MMPI-2 (most widely used objective psychopathology test).
Interest inventory
Identifies vocational interests for career satisfaction. Example: Strong Interest Inventory (325 like/dislike items).
Vocational counseling
Helping people choose suitable careers based on interests.
Integrity test
Predicts likelihood of theft or counterproductive behavior.
Polygraph
Physiology-based honesty test; mostly illegal in hiring except law enforcement/national security.
Voice stress analyzer
Measures vocal changes to detect deception; similarly restricted legally.
Overt integrity test
Measures attitudes toward theft and past theft behavior.
Personality-based integrity test
Measures traits linked to antisocial behavior (e.g., risk-taking, low conscientiousness).
Conditional reasoning test
Measures aggressive tendencies through implicit justification patterns.
Aggressive reasoning biases
Hostile attribution; potency; retribution; victimization; derogation; social discounting.
Credit history checks
Used because debt may increase theft risk; good credit linked to responsibility and conscientiousness.
Graphology
Handwriting analysis used to infer personality; low face validity and not job-related.
Drug testing rationale
Illegal drug users have higher absenteeism, accidents, health costs, turnover.
Drug test process
Initial screening → confirmatory test by medical review officer if positive.
Drug testing methods
Random testing; scheduled testing; testing after incidents (most legally defensible).
Psychological exam (in hiring)
After conditional offer, used to ensure applicant is not a safety risk — not to predict performance.
Medical exam
Physician checks if applicant can safely perform job duties based on job description.
Best predictors of job performance
Ability tests, work samples, biodata, structured interviews.
Weak predictors of job performance
Unstructured interviews, education alone, interest inventories, some personality traits.
High adverse impact methods
Cognitive ability tests, GPA.
Low adverse impact methods
Integrity tests, references, personality inventories.
Selection methods seen as most job-related (high face validity)
Interviews, work samples, simulations, résumés.
Selection methods seen as least job-related (low face validity)
Graphology, integrity tests, personality tests.
Rejection letters importance
Positive treatment maintains applicant goodwill and future application potential.
Effective rejection letter guidelines
Delay notification; be personable and specific; acknowledge qualifications; avoid naming contact person; include who was hired; state résumé will be kept on file; be honest.