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A scientist is researching the effects of caffeine - AQA - A-Level Maths Mechanics - Question 10 - 2018 - Paper 1

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A scientist is researching the effects of caffeine. She models the mass of caffeine in the body using $$m = m_0 e^{-kt}$$ where $m_0$ milligrams is the initial ma... show full transcript

Worked Solution & Example Answer:A scientist is researching the effects of caffeine - AQA - A-Level Maths Mechanics - Question 10 - 2018 - Paper 1

Step 1

10 (a) Use the model to estimate the mass of caffeine at midday.

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Answer

To find the mass of caffeine at midday, we first determine the initial mass of caffeine after consuming 2 cups of coffee:

m0=2imes200=400extmgm_0 = 2 imes 200 = 400 ext{ mg}

Next, we need to calculate the constant kk. Since it takes 5.7 hours for the mass to halve, we can state that:

m02=m0ek×5.7\frac{m_0}{2} = m_0 e^{-k \times 5.7}

Substituting m0=400m_0 = 400 mg gives:
200=400ek×5.7200 = 400 e^{-k \times 5.7}
This simplifies to: ek×5.7=0.5e^{-k \times 5.7} = 0.5 Taking the natural logarithm: k×5.7=ln(0.5)-k \times 5.7 = \ln(0.5)
Thus,
k=ln(0.5)5.7k = -\frac{\ln(0.5)}{5.7}

Now, substituting the time from 8 am to midday (4 hours) into the model: m=400ek×4m = 400 e^{-k \times 4}
By substituting the value of kk, we can compute mm:

m400e4ln(0.5)5.7m \approx 400 e^{\frac{4 \ln(0.5)}{5.7}}
Calculating this yields:

m245.93 mgm \approx 245.93 \text{ mg}

Step 2

10 (b) Find the earliest time to drink another cup.

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Answer

To determine when the scientist's caffeine level exceeds 480 mg, we set up the inequality based on the model:

400ekt<480400 e^{-kt} < 480

Solving the inequality, we first divide by 400: ekt<480400e^{-kt} < \frac{480}{400}

This simplifies to: ekt<1.2e^{-kt} < 1.2

Taking the natural logarithm of both sides: kt<ln(1.2)-kt < \ln(1.2)

Substituting the value of kk: t>ln(1.2)kt > -\frac{\ln(1.2)}{k}
Using our calculated value for kk: t>5.7ln(1.2)ln(0.5)t > -5.7 \frac{\ln(1.2)}{-\ln(0.5)} Using t2.93 hourst \approx 2.93 \text{ hours}, the earliest time to drink another cup is: 2.93 hours after 8extam10:56extam2.93 \text{ hours after } 8 ext{ am} \approx 10:56 ext{ am}.

Step 3

10 (c) Reason for model accuracy issues.

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Answer

The mass of caffeine predicted by the model may not be accurate because:

  • Different people eliminate caffeine at different rates depending on individual metabolism.
  • The model is based on an average person, which may not accurately represent the scientist's own caffeine clearance.
  • Factors such as hydration levels, age, and health can significantly affect caffeine metabolism.

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