BUS 6553 Module 5 Evidence-Based Talent Practice Design Example

Criteria Before Candidates: An Evidence-Based Design for Fair Hiring, Promotion and Succession at an Engineering Firm

Student Name

American College of Education

BUS6553: Leveling the Playing Field in Talent Management

Module 5 Assignment

Instructor Name

March 11, 2030

Introduction

The three previous papers traced bias through Piedmont Civil Group's talent decisions: hiring that depends on referrals, résumé review without a rubric and interviews judged on fit; promotion governed by an undefined potential rating and informal project assignments; and succession built on executives' personal knowledge. This paper designs evidence-based practices to address those findings. It applies a single principle across all three stages: define the criteria before seeing the candidates and check discretion with accountability. Each practice is grounded in research, and the paper closes with implementation, legal review, evaluation and limits.

The Design Principle

The opening review located unfair outcomes in decisions where judgment is unconstrained and identity is visible, and that changing decision structures is more effective than trying to change individual attitudes. Two implications follow. Criteria should be set in advance, tied to the job and applied consistently, so that judgments rest on job-relevant evidence. And discretion should be checked by accountability, meaning that decisions are explained, reviewed and monitored by group. Neither eliminates judgment; both make it visible and disciplined.

Hiring: Broader Sourcing

Referrals produced nearly half of Piedmont's hires and reproduced the current workforce. The design keeps the referral program but adds partnerships with engineering programs at two historically Black universities and a Hispanic-serving institution in the region, a paid summer internship that recruits from these programs and a rule that every posting stays open long enough to draw applicants from all channels. The referral bonus will be paid only after a structured selection process, so referred candidates compete on the same terms as others.

Hiring: Rubrics and Structured Interviews

Recruiters will screen résumés with a written rubric scoring required coursework, relevant experience and demonstrated skills, with names and schools hidden at the first screen where the applicant tracking system allows. Panel interviews will be replaced by structured interviews: each person interviewed hears an identical set of questions tied to the work, including a short work sample in which candidates review a drainage design and identify problems, and panelists rate each answer against defined standards before discussing candidates. Levashina et al. (2014) showed that interviews built on fixed questions and scoring guides predict job performance better and more consistently than free-form conversations, so the change should improve both fairness and prediction.

Promotion: Defined Readiness and Joint Evaluation

The undefined potential rating will be replaced by a readiness assessment on five competencies required of project managers, such as client management, budget control and team leadership, each with behavioral examples. Promotion candidates will be considered together rather than one at a time. Bohnet et al. (2016) found in experiments that when evaluators assessed candidates jointly, comparing them side by side on performance, they relied more on performance and less on gender stereotypes than when they evaluated candidates separately. Calibration meetings will review all eligible engineers in a fixed order with their competency evidence, not only those whom leaders know.

Promotion: Transparent Assignments

Because large, visible projects drive later ratings, project assignment will become transparent. Staffing needs for major projects will be posted internally, engineers may express interest and department leaders will record the reasons for each selection. A quarterly report will show who received visible assignments by group. This change addresses the hidden input identified in the third module and gives engineers outside leaders' informal circles a path to the experiences that lead to promotion.

Succession: Criteria and Responsibility

Each leadership role will have published criteria and a development path, while individual assessments remain confidential. Succession candidates will be identified from all engineers meeting the criteria, using the readiness assessment, rather than from executives' personal knowledge alone. A structured mentoring program will pair high-performing engineers with executives outside their reporting line, widening the circle of people executives know. The chief operating officer will be responsible for the breadth of the pipeline and will report on it to the board annually. Dobbin et al. (2015) reported that reforms which enlist managers as problem solvers did more for diversity in management than reforms that simply limited their choices.

Accountability and Transparency

Across all stages, outcomes will be monitored by group: pass-through rates in hiring, readiness ratings and promotions, visible assignments and succession lists. Castilla (2015) conducted a field intervention in a large firm in which managers' pay decisions were made reviewable and the process transparent, and found that unexplained gaps in pay increases narrowed. Piedmont's design applies the same mechanism: decisions are documented, reviewed by a committee and reported, so that patterns become visible and discussable.

Legal Review

The design will be reviewed by employment counsel before implementation. The practices change process rather than setting group targets for selection, which reduces legal risk, but outreach partnerships, data collection and monitoring must comply with applicable law and the firm's policies. Counsel will also review how demographic data are stored and who may see them. Keeping legal review separate from the ethical and business rationale respects the distinction drawn in earlier modules.

Engaging Leaders

Leaders accustomed to discretion may resist structure. The design therefore involves them in building it: engineers and department leaders will write the interview questions and readiness competencies, test them on past cases and propose revisions. Research on personnel reforms suggests that practices managers help create meet less resistance than those imposed on them. Early results, such as faster agreement in calibration meetings, will be shared to show that structure saves time as well as improving fairness.

Implementation

The rollout will run for a year and a half. In the first six months, the firm will build rubrics, interview questions and readiness competencies with engineers and train panelists and leaders in their use. Hiring changes start in the next recruiting season. Readiness assessment and joint calibration start with the following review cycle, and transparent assignments and the mentoring program begin in the same year. Oversight will sit with a small group of engineers from several levels, chaired by the chief operating officer.

Evaluation

The evaluation will compare outcomes before and after the changes, using pass-through rates, readiness and promotion rates, assignment patterns and succession lists by group. Because the firm cannot randomize, it will phase changes by department where possible, allowing comparisons between departments that have and have not yet adopted them. The evaluation will also track quality: the job performance and retention of new hires and promoted managers, to confirm that the practices improve selection accuracy as well as fairness.

Limits

The design has limits. Structured processes take more time and may meet resistance from leaders accustomed to discretion. Blind screening depends on technology the firm may not fully control. Small numbers in leadership roles will make outcome changes slow to detect. And some evidence comes from experiments or other industries. These limits argue for monitoring and adjustment rather than for abandoning the design.

Conclusion

Applying one principle, criteria before candidates with accountability for discretion, the design changes Piedmont's sourcing, résumé review and interviews; replaces undefined potential with defined readiness and joint evaluation; opens project assignments; sets criteria and responsibility for succession; and monitors outcomes by group. Each practice rests on research and on the firm's own evidence. With legal review, phased implementation and evaluation of both fairness and accuracy, the firm can level the field and improve its talent decisions at the same time.

References

Bohnet, I., van Geen, A., & Bazerman, M. (2016). When performance trumps gender bias: Joint vs. separate evaluation. Management Science, 62(5), 1225-1234. https://doi.org/10.1287/mnsc.2015.2186

Castilla, E. J. (2015). Accounting for the gap: A firm study manipulating organizational accountability and transparency in pay decisions. Organization Science, 26(2), 311-333. https://doi.org/10.1287/orsc.2014.0950

Dobbin, F., Schrage, D., & Kalev, A. (2015). Rage against the iron cage: The varied effects of bureaucratic personnel reforms on diversity. American Sociological Review, 80(5), 1014-1044. https://doi.org/10.1177/0003122415596416

Levashina, J., Hartwell, C. J., Morgeson, F. P., & Campion, M. A. (2014). The structured employment interview: Narrative and quantitative review of the research literature. Personnel Psychology, 67(1), 241-293. https://doi.org/10.1111/peps.12052