Lesson Plan
Kenan Fellows

Saving Those Who Save Us: Exploring the Use of Sensors with Data Visualization

For Teachers 9th - 12th Standards
Sensor technology is amazingly accurate and useful. Combining the sensor technology and mathematical knowledge, scholars design experiments to answer a question they have developed. Questions may focus on light sensing, temperature...
Lesson Plan
American Statistical Association

Colors Challenge!

For Students 9th - 12th Standards
Does writing the name of a color in a different colored ink affect one's ability to read it? Scholars design an experiment to answer this question. They collect the data, analyze the statistics, and draw a conclusion based on...
Lesson Plan
EngageNY

Drawing a Conclusion from an Experiment (part 1)

For Students 10th - 12th Standards
Challenge your classes to complete an experiment from beginning to end. Learners make their own hypotheses, collect and analyze their own data, and make their own conclusions. They are on their way to becoming statisticians! 
Lesson Plan
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Chicago Botanic Garden

Historical Climate Cycles

For Teachers 5th - 6th Standards
What better way to make predictions about future weather and climate patterns than with actual climate data from the past? Young climatologists analyze data from 400,000 to 10,000 years ago to determine if climate has changed over...
Lesson Plan
Statistics Education Web

How High Can You Jump?

For Students 9th - 12th Standards
How high can your pupils jump? Learners design an experiment to answer this question. After collecting the data, they create box plots and scatter plots to analyze the data. To finish the lesson, they use the data to draw conclusions.
Activity
Howard Hughes Medical Institute

Milk—How Sweet Is It?

For Teachers 9th - 12th Standards
Have you ever wondered why some people are lactose intolerant? Participants test simulated patients in a hands-on lab activity to find out! They learn about lactose intolerance by performing an experiment, analyzing data, and drawing...
Lesson Plan
NASA

Developing an Investigation

For Students 9th - 12th Standards
Watch as your class makes the transition from pupils to researchers! A well-designed lesson has scholars pick a solar wind characteristic to research. They then collect and analyze official data from the LANL website. This is the...
Activity
US Department of Agriculture

Sink or Float?

For Teachers 2nd - 3rd Standards
Will it sink or will it float? Learners predict the outcome as they drop random objects into a container of water. Then, they keep track of the results and record the data in a t-chart to draw a final conclusion.
Lesson Plan
Beyond Benign

Exothermic and Endothermic Reactions

For Teachers 9th - 12th Standards
How can you tell the difference between endothermic and exothermic reactions? Chemistry scholars perform and observe two chemical reactions, measure the temperature throughout, then draw conclusions about changes in energy from their...
Lesson Plan
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Beyond Benign

Plastic Bags

For Teachers 9th - 12th Standards
Paper or plastic? Explore the environmental effects of using plastic bags through mathematics. Learners manipulate worldwide data on plastic bag consumption to draw conclusions.
Lesson Plan
American Statistical Association

Bubble Trouble!

For Teachers 6th - 8th Standards
Which fluids make the best bubbles? Pupils experiment with multiple fluids to determine which allows for the largest bubbles before popping. They gather data, analyze it in multiple ways, and answer analysis questions proving they...
Lesson Plan
College Board

Civic Knowledge and Action in AP U.S. Government and Politics

For Teachers 9th - 12th
Vote, it's your civic duty! The high school lesson focuses on voter turnout and civic participation with a series of activities. Young scholars analyze data to discover voter turnout trends, complete worksheets, and participate in group...
Lesson Plan
Statistics Education Web

Consuming Cola

For Students 9th - 12th Standards
Caffeine affects your heart rate — or does it? Learners study experimental design while conducting their own experiment. They collect heart rate data after drinking a caffeinated beverage, create a box plot, and draw conclusions....
Lesson Plan
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Chicago Botanic Garden

Climate Change Around the World

For Teachers 5th - 6th Standards
Look at climate change around the world using graphical representations and a hands-on learning simulation specified to particular cities around the world. Using an interactive website, young scientists follow the provided...
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.
Lesson Plan
American Statistical Association

Confidence in Salaries in Petroleum Engineering

For Teachers 9th - 12th Standards
Just how confident can we be with statistics calculated from a sample? Learners take this into account as they look at data from a sample of petroleum engineer salaries. They analyze the effect sample size has on a margin of error and...
Lesson Plan
K20 Learn

Bavaria Has Issues...Experimental Components

For Teachers 11th - 12th
Do you want to be a detective by analyzing situations? An engaging instructional activity provides young historians with the tools to help them understand the difference between data types and how to analyze them to draw conclusions....
Lesson Plan
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Purdue University

The Case of the Pilfered Pin: A Measurement Inquiry Activity

For Teachers 3rd - 4th
Who pilfered the pin? Scholars practice measurement skills as they solve the mystery of a stolen pin. They measure length, temperature, and mass and determine which of select suspects committed the crime. During the STEM hands-on...
Lesson Plan
Teach Engineering

Insulation Materials Investigation

For Teachers 9th - 12th
Don't melt away! Pairs investigate different insulation materials to determine which one is better than the others. Using a low-temp heat plate, the teams insulate an ice cube from the heat source with a variety of substances. They...
Interactive
Las Cumbres Observatory

Star In a Box

For Students 6th - 12th
Stars may all look the same from down here, but their surfaces tell a different story. Using an animation, learners collect data about the temperature and luminosity of stars and compare them to their mass and radius. They then answer...
Activity
PBS

Insulation Station

For Teachers 3rd - 8th Standards
It's all about the material. Learners experiment with different substances as they try to keep an ice cube from melting. They draw conclusions by answering a set of questions about the types and amount of material that had the best result.
Lesson Plan
American Statistical Association

Step into Statastics

For Teachers 6th - 8th Standards
Class members study the size of classmates' feet and perform a statistical analysis of their data. They solve for central tendencies, quartiles, and spread for the entire group as well as subgroups. They then write a conclusion based on...
Lesson Plan
Nuffield Foundation

Investigating Factors Affecting the Heart Rate of Daphnia

For Teachers 10th - Higher Ed Standards
What variables change heart rate? Young scientists observe the beating heart in Daphnia to understand these variables. They make changes in temperature, chemicals, and other factors as they graph the heart rates. Analysis questions help...
Lesson Plan
Code.org

Finding Trends with Visualizations

For Teachers 9th - 12th
Pupils often hear about trends, but they don't always see them. The eighth lesson in a unit of 15 requires individuals to use the Google Trends tool. Class members identify patterns in the visualization before presenting the patterns...

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