First thing: Make sure you don't use the formula (S – C)/C, which is the formula for "rate of return". The financial metric in this problem is profit margin—which is profit as a fraction of revenue, as contrasted with rate of return which is profit as a fraction of cost.
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Each of the individual statements leaves one of the two parameters—sales revenue or costs—completely free to vary. As a result, we can make quick work of each of the individual statements by testing extreme values for the quantity that’s allowed to vary freely. (When there are multiple quantities that are free to vary independently in a DS problem, using algebra probably isn't such a good idea.)
Using statement 1 alone, the store’s total sales revenue for 2007 can be any size at all relative to the 2006 figure. So, let’s fix a value for the costs that’s easy to increase by 10%—say, $100—and then test small and large extremes for the 2007 total revenue.
Test a small value first:
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $200 100/200 = 0.5
2007 $110 $201 91/201 = less than 0.5
In this case the profit margin is smaller for 2007 than for 2006, so the percent change in the profit margin is negative—and therefore definitely less than (positive) 20 percent! So that’s a “no” to the question.
Now test a large value for the new S:
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $200 100/200 = 0.5
2007 $110 $1,000,000 999,890/1,000,000 ≈ 1
With these figures, the new profit margin is very nearly 1, so the percent change in the profit margin is very close to +100%. That’s much greater than +20%, so we have a ‘yes’ to the question with these values.
Not sufficient.
Using statement 2 alone, the store’s total costs for 2007 can be any size at all relative to the 2006 figure. So, let’s fix a 2006 value for revenue that’s easy to double; the same $200 figure we used above serves perfectly well here, so let’s re-use that value (which will it make it easier to generate cases for the two statements combined, if necessary, later).
Test a small increase in C first:
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $200 100/200 = 0.5
2007 $101 $400 299/400 ≈ 0.75
≈0.75 is ≈50% greater than 0.5. Since 50% ≥ 20%, this case gives a ‘yes’ to the question.
Now test a large increase in C. (But not so large that C becomes greater than S; that’s not allowed, because the profit margin has to stay positive for both years.)
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $200 100/200 = 0.5
2007 $399 $400 1/400 <<< 0.5
In this case the profit margin is smaller for 2007 than for 2006, so the percent change in the profit margin is negative—and therefore definitely less than (positive) 20 percent! So that’s a “no” to the question.
Not sufficient.
Time to combine the statements. We can do this either by continuing to test values, or by using algebra. Let’s look at more case-testing first, for continuity’s sake; an algebraic approach to combining the statements follows.
With the two statements combined, we can start with any C and S we want (so long as 0 < C < S) for 2006; to find the 2007 figures, we’ll increase C by 10% and double S.
Let’s start with the same $100 and $200 we used previously:
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $200 100/200 = 0.5
2007 $110 $400 290/400 ≈ 3/4 ≈ 0.75
≈0.75 is ≈50% greater than 0.5. Since 50% ≥ 20%, this case gives a ‘yes’ to the question.
Now we have to see whether we can find a ‘no’ to the question—i.e., figures for which the profit margin does NOT grow by 20% or more when C is increased by 10% and S is doubled.
If you don’t have much of an intuition for what kinds of values to test, then just test both types of extremes: Try a set of values in which the 2006 costs are very close to the 2006 revenues, and then—if necessary—another set in which the revenues are gigantic compared to the costs.
Looking over our previously tested cases, though, we can notice that when revenues >>> costs, the profit margin is close to 1. Since the profit margin cannot be more than 1 (the profit margin can’t exceed 100% unless the costs are somehow negative), if we pick starting numbers that put the profit margin close to 1 then it cannot possibly increase by 20 percent or more, so such a case should generate the ‘no’ answer we need to prove Still Not Sufficient.
Let’s try that—let’s start with an S that’s astronomically huge compared to C.
Costs (C) Revenue (S) Profit Margin (S – C)/S
2006 $100 $1,000,000 999,900/1,000,000 ≈ 1
2007 $110 $2,000,000 1,999,890/2,000,000 ≈ 1
Both profit margins are extremely close to 1. The percent change in the profit margin will therefore be very close to zero, so this case gives a ‘no’ answer to the question.
Still not sufficient. The answer is E.
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Algebraic Solution for Both Statements Combined:If we have both statements, then, if the variables C and S (respectively) represent the store’s costs and revenues for 2006, then the corresponding values for 2007 are 1.1C and 2S respectively. We can use these representations to re-write the question in terms of algebra and then simplify it:
Is (S
2007 – C
2007)/S
2007 ≥ 1.2(S
2006 – C
2006)/S
2006 ?
Is (2S – C)/(2S) ≥ 1.2(S – C)/S ?
Multiply both sides by 2S:
Is 2S – C ≥ 2.4(S – C) ?
And simplify:
Is 2S – C ≥ 2.4S – 2.4C ?
Is 1.4C ≥ 0.4S?
Is 14C ≥ 4S?
Is 3.5C ≥ S?
Even with both statements, we are still free to choose starting values of C and S where C is any positive fraction of S whatsoever—we could make S only slightly bigger than C for 2006, or we could make S thousands or millions of times as big as C for 2006. Accordingly, even with both statements, 3.5C ≥ S and 3.5C < S (the ‘yes’ and ‘no’ outcomes for the overall question) are both possible; therefore, the two statements combined are still not sufficient, and the answer is E.