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Lesson Plan
Curated OER

Chesapeake Bay Watershed Project

For Teachers 4th - 6th
Students conduct a simulation to determine the health of local streams and rivers. They role-play as researchers, scientists, politicians, and writers and use technology to implement plans to improve the quality of waterbodies.
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Lesson Plan
Curated OER

Acid Rain Simulation

For Teachers 9th - 12th
Students collect data on causes of Acid Rain. In this science lesson, students simulate the effects that produce acid rain, collect and analyze data from their samples. They relate science and statistics in this lesson.  
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Lesson Plan
Curated OER

Decisions, Decisions

For Teachers 11th - 12th
Students open their own financial management consulting firm, which offers a variety of financial advice. They prepare a financial plan for a simulated client.
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Lesson Plan
Curated OER

How Big Is That Star?

For Teachers 6th - 9th
Aspiring astronomers study stars. They compare stars and explain the relationship between radius, mass, and diameter. By creating a star simulation, they discover how a binary star system's orbit can cause changes in the observed...
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Lesson Plan
Curated OER

How Long Does It Take?

For Teachers 3rd - 5th
Students investigate the lengths of time various activities take and calculate how long is spent on these activities in a week. They complete a worksheet for each activity that is timed, and calculate lengths of time for simulated...
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Lesson Plan
Curated OER

Lesson 9: Tracking Commodities

For Teachers 10th - 12th
Over the corse of a month, small groups will monitor the price of a specific energy commodity and analyze it in relation to global and domestic events. They play a trade simulation game and create infographics showing what they've...
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Lesson Plan
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Curated OER

Barter vs. Money

For Teachers 1st
First graders listen to the book, Sheep in a Shop, that leads them to think about making financial decisions, trading, and the barter system. After the book is read aloud, a discussion ensues about some of the things that the sheep...
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Lesson Plan
PricewaterhouseCoopers

The Stock Market

For Teachers 9th - 12th
Keep or sell? Young learners simulate as buyers in the stock market while learning about the benefits and important factors to know when purchasing. The thorough resource allows for observation of case studies and provides an assessment...
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Lesson Plan
Curated OER

Cookie Mining

For Teachers 3rd - 8th
Students simulate coal mining with chocolate chip cookies and toothpicks. They investigate the costs associated with mining coal.
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Lesson Plan
EngageNY

Sampling Variability in the Sample Mean (part 2)

For Students 10th - 12th Standards
Reduce variability for more accurate statistics. Through simulation, learners examine sample data and calculate a sample mean. They understand that increasing the number of samples creates results that are more representative of the...
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Lesson Plan
Bowland

Fashionista

For Teachers 6th - 9th
So trendy! Show your class how to identify trends in sales patterns using mathematics. Scholars use a software simulation to collect data on age groups, price, and sales at a fashion store. This data allows individuals to determine the...
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Lesson Plan
Curated OER

Get the Picture!

For Teachers 9th - 12th
Astronomers practice downloading data from a high-energy satellite and translate the data into colored or shaded pixels. As a hands-on activity, they use pennies to simulate high-energy satellite data and they convert their penny...
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Lesson Plan
Statistics Education Web

When 95% Accurate Isn’t

For Students 9th - 12th Standards
Investigate the effect of false positives on probability calculation with an activity that asks scholars to collect simulated data generated by a calculator. To finish, participants analyze the probability of certain outcomes which lead...
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Lesson Plan
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NASA

Lights on the International Space Station

For Teachers 9th - 12th Standards
Groups explore illumination with NASA's Lighting Environment Test Facility (LETF) as a context. Using the TI-Nspire app, groups determine the lux equation that models their simulation. They then use the lux equation to solve problems...
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Lesson Plan
EngageNY

Applying Probability to Make Informed Decisions

For Teachers 7th Standards
Use simulations to determine the probabilities of events to make decisions. Class members are presented with several scenarios, some with known probabilities and others without. Groups run simulations to gather data that they then use to...
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Lesson Plan
Kenan Fellows

Lego Thinking and Building

For Teachers 9th - 12th Standards
Run a simulated airplane manufacturing plant with your pupils as the builders! Learners build Lego airplane models and collect data on the rate of production, comparing the number produced to the number defective. Using linear...
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Lesson Plan
American Statistical Association

More Confidence in Salaries in Petroleum Engineering

For Teachers 9th - 12th Standards
Making inferences isn't an exact science. Using data about salaries, learners investigate the accuracy of their inferences. Their analyses includes simulations and randomization tests as well as population means.
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Lesson Plan
Curated OER

Put Your Truss in Building Bridges

For Teachers 5th - 8th
Students apply abstract concepts, such as stress, fulcrums, the law of gravity, and the strength of different geometric shapes. Groups of student contractors operate simulated architectural firms to create strong, economical bridges.
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Lesson Plan
Curated OER

Don't Bet The House On It!

For Teachers 8th - 10th
Great real-world math application! Have the class compare and contrast their estimated home price and income data with actual data. In groups, they participate in simulations to discover how the housing market and mortgages operate....
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Lesson Plan
American Statistical Association

Chunk it!

For Teachers 9th - 12th Standards
Chunking information helps you remember that information longer. A hands-on activity tests this theory by having learners collect and analyze their own data. Following their conclusions, they conduct randomization simulations to test...
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Lesson Plan
Curated OER

Accounting Monopoly Simulation

For Teachers 12th
Twelfth graders make journal entries of the transactions (instead of exchanging money) during a Monopoly game on day one of the lesson. They post on day two and create worksheets/correct errors on day three.
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Lesson Plan
Curated OER

Sonar Simulation

For Teachers 7th - 8th
Students compare and contrast side-scan sonar to other methods used to find objects underwater. In this underwater search lesson, students describe side-scan sonar and make inferences about the topography of an unknown landscape. This...
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Lesson Plan
Curated OER

Create-A-Town Simulation

For Teachers 2nd - 4th
Learners design and construct a model town. In this community lesson, students will collaboratively build a small town from construction paper and toys.
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Lesson Plan
Curated OER

Designing Models to Simulate Actual Events Using a Table of Random Digits

For Teachers 9th - 12th
Students design models to simulate actual events using a tale of random digits. They estimate the likelihood of a particular outcome using results of simulation. Students investigate the uses of statistical methods to analyze data.

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