| Course | WMBA 6401 Human Resource Analytics |
|---|---|
| Week | Week 6 |
| Paper type | Pay range analysis |
| Length | About 1,030 words, 6 pages |
| Format | APA 7 student paper |
| School | Walden University |
| Program | Master of Business Administration (MBA) |
| Updated | October 2026 |
Free sample paper for WMBA 6401 Week 6
Thirty Cents Between a New Hire and a Two-Year Assistant: Where a Library System's Employees Sit in Their Pay Ranges, the Compression and Inversion the Numbers Reveal and What to Fix Before the Next Review
Student Name
Walden University
WMBA 6401: Human Resource Analytics
Instructor Name
Month Day, Year
Thirty Cents Between a New Hire and a Two-Year Assistant: Where a Library System's Employees Sit in Their Pay Ranges, the Compression and Inversion the Numbers Reveal and What to Fix Before the Next Review
Why Position in Range Matters
Elk River County Library, a fictional fourteen-branch system, pays all staff on a county salary scale with a minimum and maximum for each job. Raises come mainly from annual steps of about 2.5 percent, but the county has twice raised hiring rates in the past three years to compete for workers, without adjusting the pay of people already employed. This analysis measures where employees sit inside their ranges, by job family and tenure, to see whether those hiring changes have distorted the structure.
The measure is range penetration: (hourly rate minus range minimum) divided by (range maximum minus range minimum). An employee at the minimum is at 0 percent, one at the maximum at 100 percent. Penetration should rise with tenure if the structure is working.
Library Assistants
Table 1
Library Assistant Range Penetration by Tenure
| Tenure | Employees | Average hourly rate | Range penetration | |
|---|---|---|---|
| Under 1 year | 30 | $20.50 | 18% | |
| 1 to 3 years | 45 | $20.80 | 22% | |
| Over 3 years | 45 | $22.60 | 47% | |
Assistant range: $19.20 to $26.40 an hour. Composite figures from the payroll system.
The assistant structure is compressed. An assistant with two years' experience earns on average thirty cents an hour more than one hired this year, a gap of about 1.5 percent, because new hires now start at a higher step while existing staff have moved up only one or two steps. Over three years, the structure works as intended. The compression falls on exactly the group the Week 3 turnover analysis found most at risk after the first year: assistants with one to three years, who now train new hires earning almost what they do.
Librarians
Table 2
Librarian Range Penetration by Tenure
| Tenure | Employees | Average hourly rate | Range penetration | |
|---|---|---|---|
| Hired in the last 2 years | 14 | $31.40 | 35% | |
| 3 to 6 years | 20 | $30.90 | 31% | |
| Over 6 years | 26 | $34.20 | 61% | |
Librarian range: $27.50 to $38.50 an hour. Composite figures.
The librarian structure shows inversion, not just compression. Librarians hired in the last two years earn on average fifty cents an hour more than those with three to six years, because the county placed recent hires above the starting step to win them in a tight market for credentialed librarians. A librarian with five years' experience may be paid less than the person she is mentoring.
Why It Matters
Adams (1965) proposed that people judge fairness by comparing the ratio of what they contribute to what they receive with the ratios of others, and that perceived inequity motivates them to restore balance, sometimes by reducing effort or leaving. Compression and inversion create exactly the comparison equity theory predicts people will make, and in a public system where the scale is published, every employee can make it. The Week 5 survey found pay fairness the lowest-scoring item, at 34 percent favorable, and while its link to intent to stay was modest overall, these two groups are where that link is likely to be strongest. Folger and Konovsky (1989) found that how pay decisions are made shapes trust and commitment, so explaining the fix matters as much as funding it.
What to Do Before the Next Review Cycle
Two adjustments are recommended for the county's July pay cycle.
For assistants with one to three years, an adjustment of $0.60 an hour would restore a gap of about $0.90 over new hires, roughly the value of one step. With assistants averaging thirty weekly hours, the yearly cost across 45 of them comes to about $42,000.
For librarians with three to six years, an adjustment of $0.80 an hour would place them, on average, slightly above recent hires. For 20 librarians at full time, the annual cost is about $33,000.
The combined cost is about $75,000 a year, roughly 0.6 percent of the library's payroll. Gerhart and Rynes (2003) noted that pay structures must balance external competitiveness with internal consistency, and the county's hiring-rate increases bought the first at the expense of the second.
Preventing a Repeat
The analysis also recommends a rule: whenever the hiring rate for a job rises, the pay of current employees in that job below the new rate plus one step is reviewed in the same cycle. Without that rule, every future market adjustment will recreate the problem.
Checking Individuals, Not Only Averages
The averages above describe groups, but adjustments are made person by person. The HR analyst listed every assistant with one to three years of tenure and compared each person's rate with the current hiring rate plus one step. Of the 45 assistants in that band, 38 fall below that line and would receive an adjustment; 7 are already above it, usually because they were hired at a higher step during an earlier shortage, and would not. For librarians with three to six years, 17 of 20 fall below the average rate of recent hires and would be adjusted. The cost estimates above assume all 45 and all 20 receive the full amount, so the true cost will be somewhat lower.
Explaining the Adjustment
How the adjustment is explained will matter as much as its size. Employees who receive it should be told that the library found their pay had fallen too close to, or below, that of newer colleagues because of changes to hiring rates, and that the adjustment restores the intended gap. Employees who do not receive one should hear the same explanation and see the rule applied to everyone. Describing the change as a correction rather than a reward avoids the impression that some staff were favored.
The adjustments should be reflected in the salary scale's guidance for managers, so that future placement decisions use the same logic.
Limits
Averages by tenure band hide individuals; some assistants in the 1-to-3 group may already be paid well and some over 3 may be compressed. The adjustment should be applied person by person using the same rule, and the full list should be reviewed before July.
References
Adams, J. S. (1965). Inequity in social exchange. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 2, pp. 267-299). Academic Press. https://doi.org/10.1016/S0065-2601(08)60108-2
Folger, R., & Konovsky, M. A. (1989). Effects of procedural and distributive justice on reactions to pay raise decisions. Academy of Management Journal, 32(1), 115-130. https://doi.org/10.2307/256422
Gerhart, B., & Rynes, S. L. (2003). Compensation: Theory, evidence, and strategic implications. Sage.
What the WMBA 6401 Week 6 instructions ask for
Compensation analytics assignments ask students to examine where employees actually sit within their pay ranges, by group, and to surface compression or drift before the next review cycle. Prompts require a defined measure, such as range penetration or compa-ratio, computed for meaningful groups, and a recommendation the organization can fund. Instructors expect students to explain how the distortion arose, why it matters to employees and what it would cost to fix. Proposing a rule that prevents the problem from recurring, and noting that adjustments should be applied person by person, shows the student is thinking about the pay system rather than only this year's numbers. Defining the measure before presenting group results lets readers reproduce every figure.
Inside the WMBA 6401 Week 6 example
The paper explains the county scale and the hiring-rate increases, then defines range penetration. A table shows assistant penetration by tenure and the text identifies compression between new hires and those with one to three years, linking it to the turnover findings. A second table shows librarian penetration, and the text identifies inversion caused by above-step hiring. A section explains why it matters, citing Adams's equity theory, the survey's pay result and Folger and Konovsky on procedure. A section prices two adjustments for the July cycle and gives their combined share of payroll, citing Gerhart and Rynes on balancing external and internal pay. A section proposes a rule for future hiring-rate increases. A limits section notes that averages hide individuals. Margin comments flag the assistant table, the costs and the rule.
WMBA 6401 Week 6 rubric: what earns full marks
Graders reward a clearly defined position-in-range measure computed correctly for meaningful groups. Identifying compression or inversion, and explaining how it arose, demonstrates understanding of pay structures. Linking the finding to employee perceptions and earlier analyses shows integration. Pricing specific adjustments sized to restore a stated gap carries significant weight. A rule that prevents recurrence shows systems thinking. Noting that adjustments should be applied individually shows care. Instructors also check arithmetic and range definitions. Penetration figures must be reproducible from the range limits given. Graders also expect the cause, here repeated increases in hiring rates, to be named rather than implied.
WMBA 6401 Week 6 help: mistakes that cost marks
Get each employee's rate and their range minimum and maximum. Compute range penetration or compa-ratio, then average it by tenure band within each job. Look for groups where longer tenure does not mean higher position. Find out what caused it, often a change in hiring rates, and estimate what it would cost to restore a sensible gap. Students often lose marks by reporting averages without explaining the cause, by proposing across-the-board raises or by ignoring the cost. Another common gap is fixing this year's problem without a rule for next time. Apply adjustments person by person. If you would like a custom sample pay range analysis for your organization, send us anonymized pay data and ranges.
Get a WMBA 6401 Week 6 example written to your instructions
Attach the Week 6 brief, the marking criteria, and the salary or range data the case includes, since grade minimums and maximums drive the whole analysis. A finished analysis comes back within 24 to 48 hours at no cost the first time. Tell the desk which branch your section assigned, compensation or workforce planning, since the exhibits differ.
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WMBA 6401 Week 6 questions, answered
Where can I find a free WMBA 6401 Week 6 sample paper?
Read the complete pay compression analysis for a library system here.
What measure does the paper use?
Range penetration, the employee's position between the range minimum and maximum.
Where is the compression?
Among assistants with one to three years, who earn about thirty cents an hour more than new hires.
Where is the inversion?
Among librarians, where recent hires earn about fifty cents an hour more than those with three to six years.
What would the fixes cost?
About $75,000 a year, roughly 0.6 percent of payroll.