Question: An epidemiologist models the spread of a virus in a population with the equation $ p(t) = -t^2 + 14t + 30 $, where $ p(t) $ represents the number of infected individuals at time $ t $. What is the maximum number of infected individuals?

Title: How Epidemiologists Predict Virus Spread: Finding the Peak Infection Using Mathematical Modeling

Meta Description: Discover how epidemiologists use mathematical models to predict virus spread, using the equation $ p(t) = -t^2 + 14t + 30 $. Learn how to find the maximum number of infected individuals over time.

Understanding the Context

Understanding Virus Spread Through Mathematical Modeling

When an infectious disease begins spreading in a population, epidemiologists use mathematical models to track and predict the number of infected individuals over time. One common model is a quadratic function of the form:
$$ p(t) = -t^2 + 14t + 30 $$
In this model, $ p(t) $ represents the number of infected people at time $ t $, and the coefficient of $ t^2 $ being negative indicates a concave-down parabola, meaning the infection rate rises initially and then declines — forming a peak infection point.

But what does this peak represent? It tells public health officials the maximum number of people infected at a single point in time, crucial for planning healthcare resources, lockdowns, and vaccination campaigns.

Question: An epidemiologist models the spread of a virus in a population with the equation $ p(t) = -t^2 + 14t + 30 $, where $ p(t) $ represents the number of infected individuals at time $ t $. What is the maximum number of infected individuals?

Key Insights

Finding the Maximum Infection: The Vertex of the Parabola

To find the maximum number of infected individuals, we must calculate the vertex of the parabola defined by the equation:
$$ p(t) = -t^2 + 14t + 30 $$

For any quadratic function in the form $ p(t) = at^2 + bt + c $, the time $ t $ at which the maximum (or minimum) occurs is given by:
$$ t = -rac{b}{2a} $$

Here, $ a = -1 $, $ b = 14 $. Plugging in the values:
$$ t = -rac{14}{2(-1)} = rac{14}{2} = 7 $$

So, the infection rate peaks at $ t = 7 $ days.

🔗 Related Articles You Might Like:

📰 This Obsidian Legend Suit of Armor Is Changing How We Think About Medieval Warfare—Shocking Facts Inside! 📰 How This Amazing Suit of Armor Changed History—Proprietary Techniques Revealed! 📰 The Secret Weapon of Knights: This Suit of Armor You Need to See Before It’s Too Late!1. A community garden project in Chicago involves planting 12 rows of tomato plants, each with 18 plants, and 15 rows of lettuce, each with 24 plants. If each tomato plant yields 4 tomatoes and each lettuce plant yields 6 lettuces, how many total vegetables will be harvested?

Final Thoughts

Now substitute $ t = 7 $ back into the original equation to find the maximum number of infected individuals:
$$ p(7) = -(7)^2 + 14(7) + 30 $$
$$ p(7) = -49 + 98 + 30 $$
$$ p(7) = 79 $$

Interpretation: The Peak of Infection

At $ t = 7 $ days, the number of infected individuals reaches a maximum of 79 people. After this point, though new infections continue, the rate of decrease outpaces the rate of new infections, causing the total pandemic curve to begin falling.

This insight helps epidemiologists, policymakers, and healthcare providers anticipate when hospitals might be overwhelmed and strategically intervene before peak strain occurs.

Summary

The model $ p(t) = -t^2 + 14t + 30 $ predicts virus spread over time.
The infection peaks at $ t = 7 $ due to the parabolic shape.
The maximum number of infected individuals is 79.

Understanding this mathematical behavior enables proactive public health responses—and possibly saves lives.