| Course | ACC 550 Cost Accounting |
|---|---|
| Module | Module 2 |
| Paper type | graduate short paper on cost behavior and estimation |
| Length | About 1,010 words, 6 pages |
| Format | APA 7 student paper |
| School | Southern New Hampshire University |
| Program | MS Accounting |
| Updated | October 2026 |
Free sample paper for ACC 550 Module 2
Up the Stairs, Down the Elevator? Estimating Cost Behavior at a Seasonal Pecan Shelling Plant
[Student Name]
Southern New Hampshire University
ACC 550: Cost Accounting
Module Two Short Paper
[Instructor Name]
[Date]
The organization, setting and figures below are a composite written as a model document. No real employer, client, colleague or patient is described.
Up the Stairs, Down the Elevator? Estimating Cost Behavior at a Seasonal Pecan Shelling Plant
Introduction
The pecan sheller's plant runs at very different levels through the year. From October to January, as growers deliver the new crop, it cracks and grades more than 4 million pounds a month; from June to August, working from cold storage, it processes under 1 million. Management wants to know how plant operating costs, everything except the nuts themselves, respond to volume, so that it can budget for a smaller crop and price shelling services for other growers. This paper estimates cost behavior with two methods, explains why they differ and examines how costs behaved when volume fell after the export downturn.
The Data
The data are 24 months of plant operating cost, including wages, utilities, maintenance, supplies, depreciation and plant management, and pounds of in-shell pecans processed. Volume ranged from 0.9 million to 4.1 million pounds a month; cost from $0.66 million to $1.62 million. Wages are the largest component, and the plant adds seasonal crews in the fall. A scatter plot shows a strong upward relationship, with fall months clustered at the high end and summer months at the low.
High-Low and Regression Estimates
Table 1. Cost Estimates
| Method | Variable cost per pound | Fixed cost per month | Basis |
|---|---|---|---|
| High-low | $0.30 | $390,000 | November, 4.1 million pounds, $1.62 million; July, 0.9 million pounds, $0.66 million |
| Least squares regression | $0.28 | $430,000 | All 24 months; R-squared 0.93 |
High-low takes the cost gap between the busiest and quietest months and spreads it over the volume gap between them: $0.96 million over 3.2 million pounds is $0.30 a pound, and fixed cost is the remainder. It is quick but uses only two months. November included unusual overtime because a cracker line broke down during peak deliveries, so the high point overstates cost at that volume and the slope it produces. Regression uses all 24 months, is less influenced by one unusual month and reports how well the line fits. Its estimate of $0.28 a pound and $430,000 a month is the better basis for planning (Datar & Rajan, 2021).
Do Costs Fall as Fast as They Rise?
Last year, after export buyers cut orders, the plant processed 15 percent fewer pounds than the year before. If costs followed the regression line, plant cost should have fallen by about 9 percent. It fell by only 6 percent. Anderson et al. (2003) showed that overhead costs climb more when sales grow than they drop when sales shrink by an equal amount, a pattern they called sticky costs, and later research has found similar behavior in other cost categories.
The reason here is a management choice. The plant's graders and sorters, who inspect nuts by eye and by machine, take a season or two to train well, and the owners decided to keep the core crew through a slow year rather than lose them to a competing sheller. They also kept both cracker lines in service in case volume recovered. Those decisions raised cost per pound in the short run but preserved capacity the company expects to need as it shells more of its crop for retail. Had the owners laid off half the graders, costs would have tracked the regression line more closely, but the plant would have entered the next season with inexperienced sorters, higher grading errors and more halves downgraded to pieces, a cost that would not appear in the plant cost line at all but would show up as lower revenue. Stickiness, in other words, is sometimes the visible price of avoiding a larger hidden one, and a controller who simply flags it as inefficiency misses the tradeoff.
What the Fixed Cost Contains
A fixed cost of $430,000 a month is an estimate of what the plant costs when it processes nothing, but no month in the data comes close to zero, so the figure is better read as the cost of being ready to operate. It includes depreciation on two cracker lines and the grading equipment of about $95,000 a month, salaried plant management and maintenance of about $120,000, the core crew of graders and sorters retained year-round of about $150,000, and insurance, property taxes and baseline utilities for the cold storage rooms that keep nuts fresh between seasons. Some of these could be reduced over a longer period, for example by idling one cracker line or letting the core crew shrink by attrition, which is why cost behavior depends on the time horizon as well as on volume. Within a single season they are effectively fixed.
Implications for Planning
Three implications follow. First, budgets for a smaller year should not assume costs will fall along the regression line; the regression describes average behavior across months, while a deliberate decision to retain staff makes costs stickier in a downturn. Second, the estimates hold only within the observed range of 0.9 to 4.1 million pounds a month; a season that pushed volume beyond that would require a third shift and new fixed costs. Third, the fixed cost of about $430,000 a month, over $5 million a year, is large relative to variable cost, which makes the plant's profitability very sensitive to volume. Balakrishnan et al. (2012) note that when much of cost is capacity-related, product costs depend heavily on assumed volume, so the cost per pound used for pricing should be based on practical capacity rather than on a bad year's actual volume.
Conclusion
Plant operating cost at the sheller is best described as about $430,000 a month plus $0.28 a pound, based on regression; the high-low method overstates the variable rate because of one unusual month. Costs fell less than the regression predicts when volume declined, reflecting a choice to keep trained crews. Budgets and prices should use the regression estimate within its range, recognize that downturns will not reduce costs proportionally and base unit costs on practical capacity. The estimates should be refreshed after each season, since a new cracker line or a change in the core crew would shift both the fixed and variable components.
References
Anderson, M. C., Banker, R. D., & Janakiraman, S. N. (2003). Are selling, general, and administrative costs "sticky"? Journal of Accounting Research, 41(1), 47-63. https://doi.org/10.1111/1475-679X.00095
Balakrishnan, R., Labro, E., & Sivaramakrishnan, K. (2012). Product costs as decision aids: An analysis of alternative approaches (Part 1). Accounting Horizons, 26(1), 1-20. https://doi.org/10.2308/acch-50086
Datar, S. M., & Rajan, M. V. (2021). Horngren's cost accounting: A managerial emphasis (17th ed.). Pearson.
What the ACC 550 Module 2 instructions ask for
The Module Two short paper in ACC 550 usually asks you to analyze how a company's costs behave and to estimate them with one or more methods. Expect to classify costs as fixed, variable or mixed, apply methods such as high-low and regression to data from a case, compare the results and explain their differences, and discuss how the estimates should be used in planning and decisions. Many versions also ask about research findings such as sticky costs, where costs fall less when activity declines than they rise when it grows. At the graduate level, interpret the estimates critically: state their range, their assumptions and the managerial choices that cost behavior reflects.
How this ACC 550 Module 2 cost behavior short paper example is built
The sample uses 24 months of plant operating cost, excluding nuts, and pounds processed. The high-low method, using November and July, gives a variable cost of $0.30 a pound and fixed cost of about $390,000 a month. Regression on all 24 months gives $0.28 a pound and $430,000 a month, with an R-squared of 0.93. The high-low estimate leans on two months that may be unusual. When export orders fell and volume dropped 15 percent, plant cost fell only 6 percent, consistent with Anderson, Banker and Janakiraman's sticky cost finding. The paper explains that management kept trained graders and sorting crews through a slow year, and concludes with how to use the estimates in next year's budget.
Where the ACC 550 Module 2 rubric puts the points
Rubrics for the ACC 550 cost behavior paper typically score classification of costs, correct application of estimation methods, comparison and critique of the estimates, discussion of sticky costs or other research, implications for decisions and writing. Graduate-level papers interpret the estimates rather than simply computing them, explain the relevant range, recognize that cost behavior reflects management choices and connect the findings to budgeting or pricing. Credit also goes to papers that show, with the data, why the two methods disagree. Common deductions include using high-low without discussing its weakness, extrapolating beyond the data, treating all plant costs as fixed or variable and citing sticky costs without showing evidence in the data.
ACC 550 Module 2 help: the mistakes that cost points
Cost behavior papers most often go wrong by stopping at the numbers, presenting a high-low result as the answer, or by ignoring that seasonal businesses may have different cost structures in peak and slack periods. Another common gap is treating cost stickiness as an accounting artifact instead of the result of choices about staffing and capacity. If your data come from a hospital, a retailer or a service firm, the same methods apply and the interpretation should reflect that business's capacity decisions. Plot the data before estimating; a scatter of cost against volume shows outliers and seasonality at a glance and often explains why methods disagree.
Get ACC 550 Module 2 written to your instructions
Send the ACC 550 Module 2 prompt and data. The paper will estimate cost behavior with more than one method, explain why the estimates differ, assess asymmetry and draw the implications for planning, citing research. First samples are free; the usual turnaround is two days. The paper above is an original model document written by our desk, not a submitted student paper and not an official Southern New Hampshire University document.
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ACC 550 Module 2 questions, answered
Where can I find a free ACC 550 Module 2 cost behavior sample?
This page includes a full ACC 550 Module 2 short paper comparing high-low and regression estimates and discussing sticky costs at a pecan plant.
What are sticky costs?
Costs that fall less when activity decreases than they rise when activity increases by the same amount, often because managers retain resources during downturns.
Why is the high-low method less reliable than regression?
It uses only two observations, which may be unusual, while regression uses all observations and provides measures of fit.
What is the relevant range?
The range of activity within which the estimated relationship between cost and activity is expected to hold.
How should cost estimates be used in budgeting?
Within the relevant range, with attention to asymmetry and management choices, and with judgment about whether past cost behavior will continue.