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Q7 After a person takes medicine, the amount of drug left in the person’s body changes over time. When testing a new drug, a pharmaceutical company develops a mathematical model to quantify this relationship. To find such a model, suppose a dose of 1000 mg of a certain drug is absorbed by a person’s bloodstream. Blood samples are taken every five hours, and the amount of drug remaining in the body is calculated. The data collected from a particular sample is recorded below. What is the rate of decay of the medication?
hours since drug was taken, amount left in body
0,1000
5,550
10,316
15,180
20,85
25,56
30,31
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GPT-5 mini
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Assume exponential decay A(t) = 1000 e^{-k t}. Taking natural logs and doing a least-squares fit of ln(A) vs. t gives slope −k ≈ −0.11643 hr⁻¹.
So k ≈ 0.1164 per hour (≈11.64% per hour), and the fitted model is
A(t) ≈ 1000 e^{-0.1164 t}.
The corresponding half-life is t1/2 = ln 2 / k ≈ 0.6931 / 0.1164 ≈ 5.95 hours.
So k ≈ 0.1164 per hour (≈11.64% per hour), and the fitted model is
A(t) ≈ 1000 e^{-0.1164 t}.
The corresponding half-life is t1/2 = ln 2 / k ≈ 0.6931 / 0.1164 ≈ 5.95 hours.
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