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Interestingly the numbers for quarters 3 and 4 are a bit different than our first analysis but are<br />

exactly the same and are still quite close to what was arrived at using quarter 1 and 2 figures. 5 Given<br />

this result, one could feel very confident that cost of sales for Company X is somewhere close to 34%<br />

of net sales variable and approximately $54 million per quarter fixed. It should be understood that we<br />

are estimating the future and we do not expect to be correct to a decimal point. Using this estimate, we<br />

would have forecast cost of sales at $591.8 for the entire year if told that net sales would be $1,102.3<br />

→ $1,102.3 × 34% + $216.0 ($54 × 4 quarters). Given that the actual total was $588.8, an error of<br />

0.34% is more than acceptable [($590.8 - $588.8)/$588.8] for this type of analysis.<br />

Unfortunately, using the same technique for the operating expenses (R&D and selling, general, and<br />

administrative) does not work. Cost of sales is often called an “discretionary” cost, which means that it<br />

is the result of an infrastructure built to support a long-term strategic plan. Operating expenses are<br />

more often discretionary costs that are set by management‟s judgment based on the revenue estimate<br />

for the coming fiscal year that would have to support them. They are more short-term in nature and<br />

fixed for the period. From the cost data in Exhibit 12.1 it looks like Company X set the R&D spend at<br />

about $50 million in the two lean quarters (quarters 1 and 4) and a bit above $52 million in the other<br />

quarters. Selling, general, and administrative looks more like a constant $63 million a quarter (or a bit<br />

under, to be exact).<br />

Having now generated this cost structure information, is it possible to run forecasts for the scenarios<br />

mentioned earlier?<br />

Company X could increase output by 10% by utilizing excess facilities but would probably have to<br />

be more aggressive in pricing to accomplish this or spend more on the marketing and sales promotion. 6<br />

To facilitate these types of analyses, it is helpful to reformat the income statement in a manner that<br />

now emphasizes the cost behavior of the firm rather than the functional nature of its costs. Exhibit<br />

12.3 illustrates this by reformatting the fiscal year results for Company X, the first column showing<br />

the dollar amounts and the second the percentages based on sales for variable costs. net sales less<br />

variable cost of sales yields a number that is often called “contribution.” 7 On a percentage basis, it<br />

reflects that for every dollar of incremental revenue, variable costs would increase by 34 cents,<br />

resulting in a net contribution of 66 cents. The term contribution is literal since this 66 cents<br />

contributes to a sum that must cover the fixed costs for the period as well as any profit that is needed<br />

to satisfy investors.

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