To model the total personal income data with an exponential function, we can use the general form of an exponential function:
\[ y = ab^x \]
where:
- \(y\) is the total personal income,
- \(x\) is the number of years after 1958,
- \(a\) is the initial value (personal income in 1958), and
- \(b\) is the growth factor.
From the data provided:
- For the year 1958, the personal income is \(414.2\) billion dollars, which gives us \(a = 414.2\).
Now we will determine the growth factor \(b\). We can find \(b\) using the values from two known years. Using the years 1958 and 2003:
-
When \(x = 0\) (1958): \[y = 414.2\]
-
When \(x = 45\) (2003): \[y = 10238.5\]
We can set up the equation for the year 2003 as follows:
\[ 10238.5 = 414.2 \cdot b^{45} \]
To solve for \(b\):
\[ b^{45} = \frac{10238.5}{414.2} \]
Calculating the right side:
\[ b^{45} \approx 24.7516 \]
To find \(b\), we will take the 45th root:
\[ b \approx (24.7516)^{\frac{1}{45}} \approx 1.0933 \]
Now, substituting back into the equation:
\[ y = 414.2 \cdot (1.0933)^x \]
Thus, the exponential function modeling the data is:
\[ y = 414.2 \cdot (1.0933)^x \]
Part (b)
To find the country's total personal income in 2008, we first need to find \(x\) for 2008:
\[ x = 2008 - 1958 = 50 \]
Now we can substitute \(x = 50\) back into the equation:
\[ y = 414.2 \cdot (1.0933)^{50} \]
Calculating \( (1.0933)^{50} \):
\[ (1.0933)^{50} \approx 13.288 \]
Now calculate \(y\):
\[ y \approx 414.2 \cdot 13.288 \approx 5501.7 \text{ billion dollars} \]
So, if the model is accurate, the total personal income in 2008 is approximately $5,501.7 billion, or about $5.5 trillion.
Part (c)
We need to determine the year when the total personal income \(y\) reaches $21 trillion, or 21,000 billion dollars. We will solve for \(x\):
\[ 21000 = 414.2 \cdot (1.0933)^x \]
Solving for \( (1.0933)^x \):
\[ (1.0933)^x = \frac{21000}{414.2} \approx 50.7083 \]
Now, take the logarithm:
\[ x \cdot \log(1.0933) = \log(50.7083) \] \[ x = \frac{\log(50.7083)}{\log(1.0933)} \approx \frac{1.7067}{0.0397} \approx 42.94 \]
Since \(x\) is approximately 42.94, round it to 43.
Now convert that back into the year:
\[ \text{Year} = 1958 + 43 = 2001 \]
Thus, the model predicts that the total personal income will reach $21 trillion around the year 2001.