To find a linear function that models the data provided for national expenditures for health care from years 2002 to 2024, we can follow these steps:
Part 1: Find the Linear Model
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Define the variables:
- Let \( x \) be the number of years after 2000 (e.g., for 2002, \( x = 2 \)).
- Let \( y \) be the expenditures in billions of dollars.
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Convert the data to points: The data points would be:
- (2, 1602)
- (4, 1855)
- (6, 2114)
- (8, 2415)
- (10, 2604)
- (12, 2818)
- (14, 3080)
- (16, 3403)
- (18, 3786)
- (20, 4274)
- (22, 4826)
- (24, 5426)
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Calculate the slope (m): To find the slope \( m \), we can use two points. Let's take the first and last points, (2, 1602) and (24, 5426): \[ m = \frac{y_2 - y_1}{x_2 - x_1} = \frac{5426 - 1602}{24 - 2} = \frac{3824}{22} \approx 174.727 \]
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Find the y-intercept (b): We can use the slope-intercept form \( y = mx + b \) and substitute one point to solve for \( b \). Using point (2, 1602): \[ 1602 = 174.727(2) + b \implies b \approx 1602 - 349.454 \approx 1252.546 \]
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Create the linear equation: Thus the linear function can be expressed as: \[ y \approx 174.727x + 1252.546 \]
Final Form:
Rounding to three significant digits: \[ y \approx 174.727x + 1252.546 \approx 175x + 1253 \]
So the model is: \[ y = 175x + 1253 \]
Part 2: Predict Expenditures in 2030
To find the expenditure for the year 2030:
- \( x = 2030 - 2000 = 30 \)
Using the model: \[ y \approx 175(30) + 1253 \ y \approx 5250 + 1253 \ y \approx 6503 \]
Thus, the predicted expenditures will be approximately $6503 billion.
Part 3: Predicting $8069 Billion Expenditures
To find the year when the expenditures will be $8069 billion, set up the equation: \[ 8069 = 175x + 1253 \] Solving for \( x \): \[ 8069 - 1253 = 175x \ 6816 = 175x \ x \approx \frac{6816}{175} \approx 38.8 \]
Since \( x \) is the number of years after 2000, round \( 38.8 \) to the nearest whole number gives \( x = 39 \). Hence: \[ \text{Year} = 2000 + 39 = 2039 \]
Final Answers:
- Linear Function: \( y = 175x + 1253 \)
- Predicted expenditure in 2030: $6503 billion
- Year when national expenditures reach $8069 billion: 2039