Question 24·Hard·Two-Variable Data: Models and Scatterplots
A biologist modeled the mass (in grams) of a bacterial culture days after it is started using the linear equation
According to this model, by approximately what factor is the mass expected to multiply over each 10-day interval?
When a model is given in logarithmic form like , recognize that the slope represents how much the logarithm changes per unit of time. For an interval of length , the change in the log is , and the corresponding multiplication factor for the original quantity is . Set up the ratio using log rules, convert back to exponential form, and then use your calculator to quickly evaluate and match to the nearest answer choice.
Hints
Focus on the change in time
The question asks about what happens over each 10-day interval. In the equation , how much does change over 10 days, and how does that affect the right-hand side?
Turn the change in the equation into a ratio
If is the mass at time and is the mass at time , write equations for and from the model, then subtract them. How can you use ?
Interpret the log equation as an exponential equation
Once you have an equation of the form , rewrite it in exponential form to find the factor. Then decide which answer choice is closest to that value.
Desmos Guide
Compute the 10-day multiplication factor directly
In Desmos, type 10^(0.12*10) into an expression line. The value that Desmos outputs is the factor by which the mass is multiplied over each 10-day interval; compare this value to the answer choices and select the closest one.
Step-by-step Explanation
Relate a 10-day change in time to the equation
The model is
The slope tells you how much changes for each 1-day increase in . Over a 10-day interval, increases by 10, so the change in is
Use log properties to connect change in log to a factor
Let be the mass at the start of some 10-day interval and be the mass 10 days later. Then
- is the log at the start
- is the log 10 days later
From Step 1, we know
Use the log rule to rewrite this as
The ratio is exactly the factor by which the mass is multiplied over the 10-day interval.
Solve for the multiplication factor and match to a choice
From Step 2, we have
Rewrite this in exponential form:
On a calculator (allowed on the SAT for this type of question),
which is closest to 16. So the mass is expected to multiply by a factor of 16 every 10 days.