Modeling with Mathematics: Exponential Decay of Ibuprofen

MODELING WITH MATHEMATICS: IBUPROFEN EXPONENTIAL DECAY

Introduction to Exponential Decay

  • Exponential decay refers to the process where a quantity decreases at a rate proportional to its current value.
  • Commonly encountered in pharmacokinetics, where the concentration of a drug in the bloodstream decreases over time.

Scenario Description

  • Dosage of Medication: 325 milligrams of ibuprofen is initially administered.
  • Decay Rate: The amount of medication in the bloodstream decreases by approximately 29% each hour.

Part a: Exponential Decay Model

  • Objective: Formulate an exponential decay model to represent the amount of ibuprofen remaining in the bloodstream over time.
  • Model Derivation:
    • Let ( y ) denote the amount of ibuprofen in milligrams.
    • The initial amount, ( y_0 ), is set at 325 mg.
    • The decay factor, which represents the remaining percentage after each hour, is given by:
    • Remaining percentage after one hour = 100% - 29% = 71% = 0.71.
    • Therefore, the decay model can be expressed as:
    • [ y(t) = y_0 imes (0.71)^t ]
    • where ( t ) is the time in hours after the initial dose.
    • Substituting the initial amount, we have:
    • [ y(t) = 325 imes (0.71)^t ]

Part b: Estimating Time to Reach 100 mg

  • Objective: Determine the time it takes for the amount of ibuprofen to decay to 100 mg.
  • Model Equation for Estimation:
    • Set up the equation based on the decay model:
    • [ 100 = 325 imes (0.71)^t ]
    • Solving for ( t ):
    • Divide both sides by 325:
      • [ (0.71)^t = \frac{100}{325} ]
      • [ (0.71)^t = 0.3076923 ]
    • Take the natural logarithm on both sides:
      • [ \ln((0.71)^t) = \ln(0.3076923) ]
    • Apply logarithm properties:
      • [ t \cdot \ln(0.71) = \ln(0.3076923) ]
    • Solve for ( t ):
      • [ t = \frac{\ln(0.3076923)}{\ln(0.71)} ]
      • Using a calculator,
      • Calculate ( \ln(0.3076923) \approx -1.179581 )
      • Calculate ( \ln(0.71) \approx -0.342595 )
      • Thus,
      • [ t \approx \frac{-1.179581}{-0.342595} \approx 3.44 \text{ hours} ]
    • Final Answer: Rounding to the nearest tenth, it takes approximately 3.4 hours for the ibuprofen level to decrease to 100 mg.