| Course | GM501 Management Theories and Practices II |
|---|---|
| Unit | Unit 9 |
| Paper type | Evidence-based recommendation |
| Length | About 1,120 words, 7 pages double-spaced |
| Format | APA 7 student paper |
| School | Purdue University Global |
| Program | MS in Management |
| Updated | October 2026 |
Free sample paper for GM501 Unit 9
Fun at a Retreat, Weak at Hiring: A Unit 9 Evidence-Based Recommendation on Screening Insurance Producers
[Student Name]
Purdue University Global
GM501: Management Theories and Practices II
Unit 9 Evidence-Based Recommendation
[Instructor Name]
[Date]
The agency network, its people and every figure are composite and illustrative; the studies and sources cited are real.
Executive Summary
The type instrument was designed to help people understand their preferences, not to predict job performance, and research does not support using it for hiring. Structured interviews are among the stronger predictors of performance and can be introduced at modest cost. The network should adopt structured interviews for producer hiring and keep the type instrument, if at all, for team development after hire.
The Decision
Summit Agency Partners includes 31 independent property and casualty agencies in four states, which together hire about 45 new producers a year. Producers sell personal and commercial insurance, mostly on commission after a salaried first year. First-year attrition is high: of 132 producers hired over the past three years, 61 left within twelve months. At a leadership retreat in March, regional managers completed a well-known personality type questionnaire, found the results insightful and proposed requiring it for all producer candidates, with preferred types for sales roles.
Evidence Source 1: Scientific Research
Structured interviews. A structured interview asks each producer candidate the same questions about real selling situations and rates each reply on a written scale. A landmark synthesis of 85 years of selection research found structured interviews among the stronger predictors of job performance (Schmidt & Hunter, 1998). A later reanalysis corrected for statistical adjustments the earlier work had overstated and placed structured interviews first among the selection methods it compared (Sackett et al., 2022).
Personality type instruments. The instrument proposed sorts people into one of sixteen types based on four preference pairs. A review of its research found that many people receive a different type when retested after a short interval, that scores on each preference tend to cluster in the middle rather than dividing into two clear groups, and that evidence linking types to job performance was weak (Pittenger, 1993). The instrument's publisher itself advises against using it for selection.
Personality traits more broadly. Selection research does support some personality measures, particularly conscientiousness, measured with trait-based instruments designed and validated for that purpose. That evidence does not extend to type categories.
The instrument the managers enjoyed sorts people into types that often change on retesting and was never built to predict who will sell insurance well; the evidence points instead to a method that asks every candidate the same job questions.
Evidence Source 2: The Network's Own Data
The network's records for the 132 producers hired in the past three years show retention by how candidates were hired:
1. Referred by a current producer and interviewed informally: 48 hires, 29 stayed past one year, 60 percent.
2. Found through job postings and interviewed informally: 62 hires, 30 stayed, 48 percent.
3. Found through postings and interviewed with the structured guide two agencies piloted last year: 22 hires, 16 stayed, 73 percent.
The structured group is small and was hired in one year at two agencies, so its higher retention may reflect those agencies or that year. Still, it is the only local evidence available, and it points the same way as the research.
Evidence Source 3: Practitioner Expertise
Interviews with six agency principals and two sales managers identified what distinguishes producers who succeed: persistence in following up with prospects, comfort explaining coverage clearly, organization in managing a book of renewals and ethical judgment about recommending coverage. Several principals said their best producers had very different personalities, and two described successful producers who would likely have been screened out by a preferred type. The practitioners' list of success factors maps readily onto structured interview questions.
Evidence Source 4: Stakeholder Concerns
Three concerns came from stakeholders. Candidates may see a personality test as intrusive, especially if they learn certain types are preferred. Agency principals worry about defending hiring decisions if a rejected candidate challenges them, and selection methods that lack evidence of job relevance are harder to defend. And current producers asked whether they would be retested, which suggests the proposal has already raised anxiety.
Weighing the Evidence
Evidence-based management treats these four sources as complementary: research tells us what generally works, organizational data tell us what has happened here, practitioners tell us what the job requires and stakeholders tell us what the decision will mean to the people it affects (Barends & Rousseau, 2018). All four point the same way. The research does not support type-based screening and does support structured interviews. The network's limited data favor structured interviews. Practitioners describe success factors that interviews can assess and types cannot. Stakeholders raise concerns that the type instrument heightens and structured interviews ease.
Why the Instrument Felt Convincing
The managers' enthusiasm deserves a fair hearing. The questionnaire produced descriptions that most of them recognized in themselves, and discussing types helped a group of regional managers who rarely meet understand each other's working styles. Those are genuine benefits for team development. The mistake is moving from "this described me well" to "this will predict who sells insurance well." The first is a feeling about a familiar description; the second is a claim about future behavior that requires evidence of a different kind. A manager's sense that a tool is accurate, however strong, is not a substitute for a study showing that people sorted by the tool perform differently on the job.
Recommendation
1. Adopt structured interviews network-wide. Build an interview guide from the practitioners' success factors, with six to eight behavioral questions, defined scoring standards and two interviewers per candidate.
2. Train interviewers. A half-day session for each agency principal and sales manager.
3. Do not use the type instrument for hiring. If managers value it, offer it to producers after hire for team development, with results kept private.
4. Measure results. Track first-year retention and first-year production for producers hired under the new process, and compare with the past three years after two hiring cycles.
Cost
Building the guide and training interviewers would cost about $18,000 in consulting and staff time. A producer departing within twelve months costs the network an estimated $35,000 in salary, licensing and training. Reducing first-year departures by three would repay the investment several times over.
Conclusion
The type instrument's appeal is real, but its popularity is not evidence that it predicts sales performance. Research, the network's own records, practitioner experience and stakeholder concerns all favor structured interviews. The network should adopt them, keep the type instrument out of hiring decisions and measure whether retention improves.
References
Barends, E., & Rousseau, D. M. (2018). Evidence-based management: How to use evidence to make better organizational decisions. Kogan Page.
Pittenger, D. J. (1993). The utility of the Myers-Briggs Type Indicator. Review of Educational Research, 63(4), 467-488. https://doi.org/10.3102/00346543063004467
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
Schmidt, F. L., & Hunter, J. E. (1998). The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings. Psychological Bulletin, 124(2), 262-274. https://doi.org/10.1037/0033-2909.124.2.262
What the GM501 Unit 9 assignment asks for
In GM501's ninth unit you write a recommendation to leadership built from four sources of evidence: scientific research, organizational data, practitioner expertise and stakeholder concerns. Begin with three or four sentences telling leadership what you advise. Describe the decision and the proposal being evaluated. Then present each source in its own section. Summarize research accurately, preferring meta-analyses and reviews, and say what each method was designed to do. Report the organization's own data with its limits. Draw out what experienced practitioners say the job requires, and record stakeholder concerns, including legal and fairness issues. Weigh the four sources together and say whether they converge. If an idea leadership likes is rejected, acknowledge what it does well and where it belongs. Close with specific steps, a cost estimate and how results will be measured. Expect about six pages written to leadership, with a reference list weighted toward meta-analyses in APA 7.
How this GM501 Unit 9 example is built
A three-sentence executive summary opens the paper. The decision section describes Summit's 31 agencies, about 45 producer hires a year and the retreat that produced the proposal. The research section cites Schmidt and Hunter's synthesis and Sackett and colleagues' reanalysis on structured interviews, and Pittenger's review of type instruments, and the highlighted sentence condenses the comparison. The network's records show first-year retention of 60, 48 and 73 percent by hiring channel, with the structured group's small size noted. Practitioner interviews identify persistence, clear explanation, organization and ethical judgment. Stakeholder concerns include intrusiveness and legal defensibility. A section explains why the instrument felt convincing. The weighing section, built on Barends and Rousseau, shows the sources converging. Four steps, an $18,000 cost against $35,000 per early departure, and two hiring cycles of measurement close the paper.
GM501 Unit 9 rubric: what earns full points
Points on this GM501 recommendation go first to accurate use of each evidence source. Instructors check that research is summarized correctly, including what the type instrument was designed for, and that pooled reviews outrank any lone study. Organizational data earn credit when their limits are stated plainly. Practitioner and stakeholder evidence should be gathered and reported, not assumed. The weighing section is scored on whether it explains how the sources fit together, since convergence is what makes the recommendation strong. Treating leadership's preferred idea fairly, and finding it a proper use, shows audience awareness. The recommendation should be specific, costed and measurable. Schmidt and Hunter in Psychological Bulletin, Sackett and colleagues in the Journal of Applied Psychology, Pittenger in the Review of Educational Research and Barends and Rousseau's text form a reference list weighted toward reviews in APA 7.
GM501 Unit 9 help from the desk
GM501 Unit 9 recommendations often rely on research alone and treat the other three sources as optional. Others report the organization's data without saying how small or uneven the sample is. A frequent mistake is dismissing an instrument leadership likes without acknowledging why they like it, which makes the recommendation harder to accept. Some writers confuse personality type instruments with validated trait measures, which have a different evidence base. Stakeholder concerns, especially legal defensibility of selection methods, are commonly skipped. Recommendations without costs or measures leave leadership unable to act. Draft the opening summary after everything else, give each evidence source its own section, state every limit, show where the sources agree, explain where the rejected idea can still help and finish with steps, a budget and a plan to measure results over two hiring cycles.
Get a GM501 Unit 9 example written to your instructions
Outline a decision your leadership faces, or whatever scenario Unit 9 assigns, and attach the GM501 instructions and rubric. The recommendation will draw on research, organizational data, practitioner views and stakeholder concerns, each weighed for that decision. No payment is owed on a first custom sample, which comes back inside 24-48h. The paper above is an original model document written by our desk, not a submitted student paper and not an official Purdue University Global document.
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GM501 Unit 9 questions, answered
What are the four sources of evidence?
Evidence-based management, as developed by Barends, Rousseau and Briner among others, draws on scientific research, organizational data, the professional expertise of practitioners, and the values and concerns of stakeholders. Not every prompt requires all four, but examining each usually produces a better-grounded recommendation than relying on published research alone.
What if I cannot access my organization's data?
Describe what data would be relevant and what you would expect it to show, or use a composite organization with plausible figures in brackets. Some sections accept publicly available industry data as a substitute. Acknowledging the gap openly beats skipping the organizational source, since the transfer question is central to this course.
Where do I find meta-analyses on management topics?
Library databases such as Business Source Complete and PsycINFO, where available, let you filter by methodology, and searching a topic with the word meta-analysis usually surfaces the major reviews. Journals such as the Journal of Applied Psychology and Personnel Psychology publish many of them, and review articles in the Academy of Management Annals summarize evidence across studies.
Where can I find a free GM501 Unit 9 sample paper?
This page carries a full GM501 Unit 9 evidence-based recommendation against type-based screening of insurance producers and for structured interviews, built from research, organizational data, practitioner input and stakeholder concerns, with APA 7 references.
Can personality testing be used in hiring at all?
Some trait-based measures, such as those for conscientiousness, have research support when designed and validated for selection. Type instruments that sort people into categories were built for self-understanding, and their publisher advises against using them to hire.