Selection: External I Acquiring and Developing Talent 1 Overview • Logic of prediction • Nature of predictors • Selection plans • Assessment method by applicant flow • Initial assessment methods 2 Preliminary Issues • Selection as process rather than event • Guided by logic of prediction • Implementation guided by selection plan and selection sequence 3 Heneman et al. (2015) Logic of Prediction 4 Heneman et al. (2015) Nature of Predictors • Content – what is being measured? • Sign: A predisposition thought to relate to performance (e.g., conscientiousness) • Sample: Observing behavior thought to relate to performance • Criterion: Actual measure of prior performance • Form – how is it being measured? • Speed vs. power: How many versus what level? • Paper / pencil vs. performance: Test in “writing” or in behavior • Objective vs. essay: Much like multiple-choice vs. essay course exam questions • Oral vs. written vs. computer: How data are obtained Heneman et al. (2015) 5 Development of the Selection Plan: Steps Involved 1. Develop list of KSAOs required for job 2. For each KSAO, decide if it needs to be assessed in the selection process 3. Determine method(s) of assessment to be used for each KSAO 6 Heneman et al. (2015) Assessment Methods by Applicant Flow •Initial assessment methods •Minimize the costs associated with substantive assessment methods by reducing the number of people assessed 7 Heneman et al. (2015) 8-7 Resumes and Cover Letters • Information provided is controlled by applicant • Information needs to be verified by other predictors to ensure accuracy and completeness • Major issues • Large number received by organizations • Falsification and misrepresentation of information • Lack of research exists related to • Validity or reliability • Costs • Adverse impact 8 Heneman et al. (2015) Application Blanks • Areas covered • Educational experience • Training • Job experience • Key advantage -- Organization dictates information provided • Major issue -- Information requested should • Be critical to job success and • Reflect KSAOs relevant to job 9 Heneman et al. (2015) Application Blanks • Areas of special interest • Educational requirements • Level of education • GPA • Quality of school • Major field of study • Extracurricular activities • Training and experience requirements • Licensing, certification, and job knowledge • Weighted application blanks (WABs) are better • Unweighted correlation with performance from .10 to .20 • Weighted correlations are substantially higher Heneman et al. (2015) 10 Biographical Information / Biodata • Personal history information of applicant’s background and interests • “Best predictor of future behavior is past behavior” • Past behaviors may reflect ability or motivation • Measures • Examples of Biodata Items • Biodata compared with background checks • Background check • examines an applicant’s background • conducted through records checks and conversations with references • Biodata • used to predict future performance • information is collected by survey 11 Heneman et al. (2015) Evaluation: Biographical Information / Biodata • Test-retest reliability can be high • Predictive validity: r = .32 to .37 • Issues • Generalizability beyond first group? • Although predictive validity exists, it is not clear what these inventories assess • Falsification can be problematic 12 Heneman et al. (2015) Reference Reports: Letters of Recommendation • Problems • Inability to discern more-qualified from less-qualified applicants • Lack of standardization • Suggestions to improve credibility • Use a structured form • Use a standardized scoring key 13 Heneman et al. (2015) Reference Reports: Reference Checks • Approach involves verifying applicant’s background via contact with • Prior immediate supervisor(s), coworkers, and/or • HR department of current of previous companies • Over 90% of companies conduct reference checks • Potential problems • Similar to letters of recommendation • Reluctance to provide requested information due to legal concerns • Sample Reference Check 14 Heneman et al. (2015) Reference Reports: Reference Checks • SkillSurvey, Inc. – Example vendor • Hedricks et al. (2013) • Acceptable internal consistency, inter-rater, and test-retest reliability • Higher reference response rate associated with lower involuntary turnover • Higher overall score associated with lower involuntary turnover • Higher overall score associated with higher supervisor ratings of job performance 15 Reference Reports: Background Testing • Method involves assessing reliability of applicants’ behavior, integrity, and personal adjustment • Type of information requested • Criminal history • Credit information • Educational history • Employment verification • Driver license histories • Workers’ compensation claims • Key issues • Limited validity evidence on some methods • Legal constraints on pre-employment inquiries Heneman et al. (2015) 16 Evaluation of Reference Reports • Predictive validity: r = .16 to .26 • Validity depends on source providing information • HR department, coworker, or relative • Supervisors • Cost vs. benefit of approach must be considered • Recommendations: obtain written authorization from candidate, specify type(s) of information collected, check state laws Heneman et al. (2015) 17 Initial Interview • Characteristics • Begins process of necessary differentiation • Purpose -- Screen out most obvious cases of person / job mismatches • Limitation -- Most expensive method of initial assessment • Video and computer interviews • Offers cost savings 18 Heneman et al. (2015) Evaluation of Initial Interview • Minimal evidence exists regarding usefulness • Guidelines to enhance usefulness • Ask questions assessing most basic KSAOs • Stick to basic, fundamental questions suitable for making rough cuts rather than subjective questions • Keep interviews brief • Standardization: ask same job-related questions of all applicants Heneman et al. (2015) 19 Choice of Initial Assessment Methods 20 Heneman et al. (2015)