The equation \(\mathrm{M = 2.4e^{0.35(t - 18)}}\) models the number M, in billions, of global mobile app downloads in the...
GMAT Advanced Math : (Adv_Math) Questions
The equation \(\mathrm{M = 2.4e^{0.35(t - 18)}}\) models the number M, in billions, of global mobile app downloads in the year that is t years after 2000. What is the best interpretation of the number 2.4 in this context?
The estimated number of downloads, in billions, in 2000
The estimated number of downloads, in billions, in 2018
The estimated percent increase in downloads each year
The estimated amount of increase in downloads, in billions, each year
1. TRANSLATE the problem information
- Given equation: \(\mathrm{M = 2.4e^{0.35(t - 18)}}\)
- M = number of downloads in billions
- t = years after 2000
- Need to determine what 2.4 represents
2. INFER the key strategy
- In exponential functions of the form \(\mathrm{y = ae^{bx}}\), the coefficient 'a' represents the y-value when the exponential part equals 1
- This happens when the exponent equals 0, since \(\mathrm{e^0 = 1}\)
- Strategy: Find when \(\mathrm{0.35(t - 18) = 0}\)
3. SIMPLIFY to find the critical point
- Set the exponent equal to zero: \(\mathrm{0.35(t - 18) = 0}\)
- Divide by 0.35: \(\mathrm{t - 18 = 0}\)
- Solve: \(\mathrm{t = 18}\)
4. TRANSLATE the time value to real context
- Since t represents years after 2000, \(\mathrm{t = 18}\) means the year 2018
- When \(\mathrm{t = 18}\):
\(\mathrm{M = 2.4e^{0.35(18-18)}}\)
\(\mathrm{= 2.4e^0}\)
\(\mathrm{= 2.4(1)}\)
\(\mathrm{= 2.4}\)
5. INFER the final interpretation
- 2.4 is the value of M when \(\mathrm{t = 18}\)
- Therefore, 2.4 represents the estimated number of downloads (in billions) in 2018
Answer: B
Why Students Usually Falter on This Problem
Most Common Error Path:
Weak INFER skill: Students don't recognize that to interpret the coefficient in an exponential function, they need to find where the exponential term equals 1. Instead, they might try to plug in \(\mathrm{t = 0}\) (representing year 2000) or get confused about what each part of the equation represents.
Without this strategic insight, they might select Choice A thinking 2.4 represents the value in 2000, or get confused and guess randomly between the choices.
Second Most Common Error:
Conceptual confusion about exponential functions: Students might confuse the coefficient (2.4) with the growth rate (0.35) or think the coefficient represents some kind of yearly increase amount.
This leads them to select Choice C (thinking 2.4 is the percent increase) or Choice D (thinking 2.4 is a fixed yearly increase), not recognizing this is exponential, not linear growth.
The Bottom Line:
This problem requires understanding that in exponential functions, the coefficient represents the function value when the exponential part equals 1, which provides the reference point for the model.
The estimated number of downloads, in billions, in 2000
The estimated number of downloads, in billions, in 2018
The estimated percent increase in downloads each year
The estimated amount of increase in downloads, in billions, each year