IOP 5100 Module 4 Written Assignment: Choosing Predictors for Hiring Contact Center Agents Example

Reviewed by Dorcas Lindqvist, MA Thomas Edison State University Updated October 2026

This IOP 5100 Module 4 example is a written assignment for IOP-5100, Industrial and Organizational Psychology, from TESU's Master of Science in Management. Module 4, Predictors: Assessments for Employee Selection, surveys the tools organizations use to forecast job performance, from ability and personality tests to interviews and simulations. Its author manages talent at the Trenton contact center, which hires about 200 phone agents a year. It starts from a job analysis, weighs five candidate predictors on validity, subgroup differences and cost, and chooses a battery of three. It closes with plans to validate the battery locally and watch passing rates by group.

CourseIOP-5100 Industrial and Organizational Psychology
ModuleModule 4
Paper typeWritten assignment: predictors and assessments for employee selection
LengthAbout 515 words, 4 pages
FormatAPA 7 student paper
SchoolThomas Edison State University
ProgramMaster of Science in Management
UpdatedOctober 2026

Free sample paper for IOP 5100 Module 4

1

What Predicts a Good Phone Agent? Building a Selection Battery From the Job Up

Student Name

Master of Science in Management, Thomas Edison State University

IOP-5100: Industrial and Organizational Psychology

Mentor Name

Month Day, Year

What this page is doingThe title frames predictor choice as a question about the job, which is why the paper begins with job analysis.
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What Predicts a Good Phone Agent? Building a Selection Battery From the Job Up

Starting With the Job

The job comes first; tests follow from it. Our job analysis, based on interviews with supervisors, observation of calls and a review of quality records, identified five critical requirements: understanding a customer's problem from a confusing description, staying calm with angry callers, following procedures for billing and safety calls, navigating three software systems at once and showing up reliably for scheduled shifts.

Candidate Predictors

Barrick and Mount (1991) pooled studies and found that dependable, organized people did better in nearly every occupation, while the other four traits mattered only for certain jobs or outcomes. Sackett et al. (2022), revising earlier meta-analytic estimates for overcorrection, found that structured interviews and job-specific assessments ranked among the most valid predictors, and that cognitive ability, while still useful, was less dominant than earlier estimates suggested.

PredictorRequirement it targetsValidity evidenceSubgroup differencesCost per applicant
Cognitive ability testUnderstanding problems, systemsModerate to strongLarge for some groupsLow
Conscientiousness scaleFollowing procedures, attendanceModest but consistentSmallLow
Emotional stability scaleStaying calmModestSmallLow
Structured interviewSeveral requirementsStrong in recent estimatesSmall to moderateModerate
Call simulationCalm, problem solving, systemsStrong for work samplesSmall to moderateModerate
What this page is doingLinking each predictor to a requirement from the job analysis shows why it belongs in the battery, not only that it has published validity.
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Validity and Adverse Impact

Cognitive ability tests predict well but produce larger average differences between some racial and ethnic groups than most other predictors, which can lead to adverse impact. Ployhart and Holtz (2008) reviewed strategies for reducing subgroup differences and found that using alternative predictors such as personality measures and simulations, measuring the full range of job requirements rather than only cognitive ability, and reducing irrelevant reading demands were among the more effective. Our current hiring uses an unproctored online cognitive test as the first screen, which both creates adverse impact risk and allows applicants to get help.

The Battery

I recommend three predictors in sequence. First, an online application with a short conscientiousness scale, used only to screen out the lowest scores. Second, a 20-minute call simulation in which applicants handle two recorded customer scenarios while using a practice version of our systems, scored by trained raters with a checklist. Third, a structured interview with six questions on past behavior with difficult customers and attendance, rated on anchored scales. The unproctored cognitive test will be dropped, because the simulation measures the problem-solving and systems skills the job needs while producing smaller group differences.

Applicant reactions matter as well. Simulations and structured interviews are generally seen as fair and job-related, which helps us attract applicants in a tight local labor market.

Validation and Monitoring

The battery will be validated locally against first-year quality scores and retention, and passing rates by group will be checked each quarter against the four-fifths guideline.

Conclusion

Building predictors from the job analysis, and weighing validity together with adverse impact and cost, leads to a battery of a simulation, a structured interview and a conscientiousness screen that should predict performance as well as the current test with less legal and ethical risk.

References

Barrick, M. R., & Mount, M. K. (1991). The Big Five personality dimensions and job performance: A meta-analysis. Personnel Psychology, 44(1), 1-26. https://doi.org/10.1111/j.1744-6570.1991.tb00688.x

Ployhart, R. E., & Holtz, B. C. (2008). The diversity-validity dilemma: Strategies for reducing racioethnic and sex subgroup differences and adverse impact in selection. Personnel Psychology, 61(1), 153-172. https://doi.org/10.1111/j.1744-6570.2008.00109.x

Sackett, P. R., Zhang, C., Berry, C. M., & Lievens, F. (2022). Revisiting meta-analytic estimates of validity in personnel selection: Addressing systematic overcorrection for restriction of range. Journal of Applied Psychology, 107(11), 2040-2068. https://doi.org/10.1037/apl0000994

What the IOP 5100 Module 4 instructions ask for

The fourth IOP-5100 module covers the assessments used to choose employees, and a written assignment is attached to it on this page because the syllabus lists the eight without dates. Expect to describe the main kinds of selection predictors, summarize what research shows about their validity, adverse impact and applicant reactions, and choose predictors for a specific job, starting from its requirements. Muchinsky and Culbertson's chapter on predictors is the base, and meta-analyses give the evidence. Compare the options in a table, justify the combination and order you choose and plan how to validate and monitor it. Explain the sequence of the battery as well as its contents, since order affects both cost and adverse impact.

Inside the IOP 5100 Module 4 example

The paper begins with a job analysis that names five requirements of the phone agent role. A five-row table compares predictors on the requirement each targets, validity, subgroup differences and cost. Barrick and Mount's personality meta-analysis and Sackett and colleagues' revised validity estimates supply the evidence. A section on adverse impact draws on Ployhart and Holtz to explain why the current unproctored cognitive test is a problem. The battery puts a conscientiousness screen, a call simulation and a structured interview in sequence, and a short note on applicant reactions follows. The paper ends with plans for local validation and quarterly monitoring. The recommendation explains why the current unproctored test is dropped rather than kept as a fourth step.

IOP 5100 Module 4 rubric: what earns full marks

Mentors grade this assignment on knowledge of predictor types, accurate use of validity and adverse impact research, a selection battery that fits the job, critical reasoning and APA writing. Starting from a job analysis, and linking each predictor to a requirement, shows sound practice. Weighing validity against adverse impact and cost, rather than picking the most valid tool alone, shows professional judgment. Using recent research, including revisions of older validity estimates, shows current knowledge. Plans for validation and monitoring show that the student treats selection as an ongoing responsibility. Mentors also credit papers that consider how applicants experience the process, since fairness perceptions affect who accepts offers.

IOP 5100 Module 4 help: mistakes that cost marks

Common problems include listing predictor types from the textbook without choosing any, relying on validity figures from a single older source, recommending cognitive tests without considering adverse impact and skipping job analysis. Begin with what the job requires, compare predictors in a table on validity, subgroup differences and cost, choose a combination and order with reasons and plan how you will check that it works. A free first draft of your own IOP-5100 Module 4 assignment can be shaped to the job you hire for. Keep the battery short enough that applicants finish it, and explain the order of the steps as well as their content. Mention applicant reactions, because a battery that feels unfair can cost you good candidates before validity matters.

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More IOP 5100 and Master of Science in Management sample papers

IOP 5100 Module 4 questions, answered

Where can I find a free IOP 5100 Module 4 sample paper?

The paper above builds a selection battery for contact center phone agents from a job analysis.

Which personality trait best predicts job performance?

Barrick and Mount found conscientiousness was the most consistent predictor across occupations.

What is the diversity-validity dilemma?

The tension between using highly valid predictors such as cognitive tests and avoiding the adverse impact they can produce.

Are structured interviews valid?

Recent meta-analytic estimates by Sackett and colleagues rank structured interviews among the most valid predictors.

Why start predictor choice with a job analysis?

Because predictors should measure what the job actually requires, which also supports their legal defensibility.