SUCCEED

   

Excel Level 2: Susceptible Infected Recovered Model
Shodor > SUCCEED > Curriculum > Apprentices > Excel Level 2: Susceptible Infected Recovered Model

Excel Level 2: Susceptible Infected Recovered (SIR) Model

High School

Concepts

Lesson Abstract

This lesson will guide the students to build a model of the spread of a disease (SIR Model), finding and graphing the number of susceptible, infected, and recovered people in the model over the course of the infection.

Standards Addressed

none

Objectives

none

Key Terms

  • Susceptible
  • Infected
  • Recovered

Prerequisite Knowledge

  • Some familiarity with Excel.
  • Basic knowledge of algebra (use of variables and functions)

Teacher Preparation

The teacher will need to be familiar with some extra features of Excel beyond the most widely known. The Excel Tutorial can familiarize the teacher with these features:

  • Naming Cells
  • Formulas
  • Slider Bars
  • Graphs
Download Document

You can also see the finished model here:

Download File

Materials

Required MaterialsMediaEquipment

  • The Excel tutorial could be helpful for students but is not required

none

  • Whiteboard and markers
  • An overhead projector is recommended
  • A computer for the teacher
  • One computer for each student or pair of students
  • Each computer should be equipped with Microsoft Excel (preferably Excel 2004)

Safety

No safety issues in this lesson

Presentation Outline

Introduction

5 Minutes

Introduction to the SIR Model (5 min)

  • Your School – one person is sick, how long will it take for the disease to spread through the whole school?
  • What do we need to know in order to find that out? (write on the board)
    • How many people are there?
    • TOTAL = (Students provide)
      • How many people are sick at first?
    • INITIAL INFECTED = (Students provide)
      • Susceptible = Total – Infected

Exploration

10 Minutes

One-day scenario (10 min)

  • Create 4 columns
    • Day
    • Susceptible
    • Infected
  • In Column F, enter constants (Name them!)
    • Total
    • Initial Infected
  • Enter values for Total and Initial Infected
    • Day = 1
    • Infected = Initial Infected
    • Susceptible = Total – Infected
  • What happens if we change the Initial Infected?
  • What happens if we change the Total?
  • Add scroll bars to Total and Initial Infected.

Physical Modeling and Measurement

The standard 50-minute lesson does not include physical modeling. If there is extra time, students can play the SIR game during this time (see attached material)

Download Document

Computational Modeling

Build the full model (30 min)

  • Open a new sheet in Excel
  • How do we find out how many people will get sick each day?
    • Interactions between susceptible and infected
    • Possible Interactions = S * I
    • Actual Interactions = Possible * Interaction Rate
    • Infectious Interactions = Actual * Infection Rate
    • ∆Infected = S * I * Interaction rate * Infection Rate
  • Interaction rate = % people you interact with
  • Infection rate = % interactions result in infection
  • Equations are the same as before!
    • Infected = Infected + ∆Infected * ∆Time
    • Susceptible = Susceptible - ∆Infected * ∆Time
  • Columns:
    • Day
    • Susceptible
    • Infected
    • Recovered
  • Constants (name these!):
    • Total
    • Initial Infected (slider bar)
    • Delta Time (slider bar)
    • Interaction Rate (slider bar)
    • Infection Rate (slider bar)
  • Enter Time
  • Use formulas in Susceptible and Infected Columns
  • Add slider bars
    • Demonstrate how they need to be converted to get a fraction
  • Build a graph

Conclusion

Allow students to explore their models and make observations about the shape of the graph lines. Here are some example questions:

  • Why do the graph lines level off at the end?
    • (constant population, disease can’t spread beyond the limit)
  • What could be added to this model to make it more realistic?
    • (vaccination, recovered become susceptible again, randomness)
  • How could scientists use this model?
    • (Study the affects of different diseases on a population, according to contagiousness)

Follow Up

With extra time, you can also build a recovered column:

  • Adding Recovered
    • ∆Recovered = I Before * Recovery Rate
    • Infected = I Before + (∆Infected – ∆Recovered) * ∆Time
    • Recovered = R Before + ∆Recovered * ∆Time