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The concentration of a certain medication in a patient's bloodstream decreases over time. The table shows the concentration \(\mathrm{C(t)}\), in...

GMAT Advanced Math : (Adv_Math) Questions

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Advanced Math
Nonlinear functions
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The concentration of a certain medication in a patient's bloodstream decreases over time. The table shows the concentration \(\mathrm{C(t)}\), in milligrams per liter \(\mathrm{(mg/L)}\), \(\mathrm{t}\) hours after administration.

\(\mathrm{t}\) (hours)\(\mathrm{C(t)}\) \(\mathrm{(mg/L)}\)
025.0
216.0
410.24

The relationship is modeled by an exponential function. Which of the following functions best represents this relationship for \(\mathrm{t \geq 0}\)?

A

\(\mathrm{C(t) = 16(0.8)^t}\)

B

\(\mathrm{C(t) = 25(0.75)^t}\)

C

\(\mathrm{C(t) = 25(0.8)^t}\)

D

\(\mathrm{C(t) = 25(1.25)^t}\)

Solution

1. TRANSLATE the problem information

  • Given information:
    • Table shows concentration C(t) at different times t
    • Need exponential function \(\mathrm{C(t) = a \cdot b^t}\)
    • \(\mathrm{t \geq 0}\) (time constraint)
  • What this tells us: We need to find values for a (initial value) and b (decay factor)

2. INFER the approach

  • Start with t = 0 since \(\mathrm{b^0 = 1}\), making it easiest to find the initial value a
  • Use another data point to solve for b
  • Verify with the third point to confirm our function

3. TRANSLATE the initial value

  • At t = 0: \(\mathrm{C(0) = 25.0}\)
  • In \(\mathrm{C(t) = a \cdot b^t}\): \(\mathrm{C(0) = a \cdot b^0 = a \cdot 1 = a}\)
  • Therefore: \(\mathrm{a = 25}\)

This immediately eliminates choice A, which starts with 16.


4. SIMPLIFY to find the decay factor

  • Using point \(\mathrm{(t = 2, C(t) = 16)}\):
    \(\mathrm{16 = 25 \cdot b^2}\)
  • Divide both sides by 25:
    \(\mathrm{b^2 = \frac{16}{25} = 0.64}\)
  • Take the square root (use calculator if needed):
    \(\mathrm{b = \sqrt{0.64} = 0.8}\)

5. INFER the complete function and verify

  • Our function: \(\mathrm{C(t) = 25(0.8)^t}\)
  • Check with t = 4: \(\mathrm{C(4) = 25(0.8)^4 = 25(0.4096) = 10.24}\)
  • This matches the table data perfectly

Answer: C. \(\mathrm{C(t) = 25(0.8)^t}\)




Why Students Usually Falter on This Problem


Most Common Error Path:

Weak TRANSLATE reasoning: Students confuse which value represents the initial amount versus other parameters in the exponential function.

Some students might think the decay factor should be calculated directly from the ratio \(\mathrm{\frac{16}{25} = 0.64}\), not recognizing that this ratio represents \(\mathrm{b^2}\) (since we're using \(\mathrm{t = 2}\)). They might select Choice B (\(\mathrm{C(t) = 25(0.75)^t}\)) thinking 0.75 seems like a reasonable decay factor.


Second Most Common Error:

Poor SIMPLIFY execution: Students correctly set up \(\mathrm{16 = 25 \cdot b^2}\) but make algebraic errors when solving for b.

They might incorrectly calculate \(\mathrm{b^2 = \frac{16}{25}}\) or make mistakes taking the square root, potentially leading them to guess among the remaining choices or select an incorrect decay factor.


The Bottom Line:

This problem requires students to systematically use the structure of exponential functions and carefully work with the relationship between multiple data points, not just pattern recognition from the table values.

Answer Choices Explained
A

\(\mathrm{C(t) = 16(0.8)^t}\)

B

\(\mathrm{C(t) = 25(0.75)^t}\)

C

\(\mathrm{C(t) = 25(0.8)^t}\)

D

\(\mathrm{C(t) = 25(1.25)^t}\)

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