Lesson Plan
Curated OER

Bias Sampling

For Teachers 3rd - 5th
Students explore statistics by conducting a scientific study. In this data analysis lesson, students conduct a class poll about popular foods of their classmates. Students complete a worksheet and discuss how bias opinions affect the...
Activity
Regents Prep

Activity to Show Sample Population and Bias

For Teachers 7th - 9th Standards
There is bias in many aspects of our lives, and math is no exception! Learners explore provided data to understand the meaning of biased and random samples. The resource includes various data sets from the same population, and...
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Students collect and sort rocks based on visible characteristics.  For this statistics lesson, students determine adequate sample size and categorize rocks based on characteristics.  The book Everybody Needs a Rock is read to...
Lesson Plan
EngageNY

Evaluating Reports Based on Data from a Sample

For Students 10th - 12th Standards
Statistics can be manipulated to say what you want them to say. Teach your classes to be wise consumers and sort through the bias in those reports. Young statisticians study different statistical reports and analyze them for...
Lesson Plan
Curated OER

Galaxy Hunter - A Cosmic Photo Safari

For Teachers 10th - 12th
Space science stars journey through our night sky and take virtual photos of galaxies to investigate simple random samples. Higher math is used to analyze the data collected. Copy the evaluation/assessment questions onto a handout...
Lesson Plan
Curated OER

CAN WE SWITCH GENDERS OF STORY CHARACTERS?

For Teachers K - 6th
Analyze characters and stories to identify stereotyping. Learners will examine the concept of character gender to evaluate bias in classroom story books. They are asked to read a story or play and change the gender of the character to...
Lesson Plan
Curated OER

Designing Samples/Simple Random Samples

For Teachers 9th - 12th
Students explore the concept of sampling techniques. In this sampling techniques lesson plan, students identify possible sources of bias in situations such as phone polls, supermarket surveys, and drawing names from a phone book....
Lesson Plan
Curated OER

Samples and Stats

For Teachers 9th - 10th
Learners explore different methods of taking surveys and conducting polls and examine these methods for bias. They design and administer a sample survey, analyze the data and present their findings to the class.
Lesson Plan
American Statistical Association

Chocolicious

For Students 9th - 12th Standards
To understand how biased data is misleading, learners analyze survey data and graphical representations. They use that information to design their own plans to collect information on consumer thoughts about Chocolicious cereal. 
Lesson Plan
Curated OER

Sampling Snoops

For Teachers 7th - 8th
Students practice formulating a hypothesis and designing an experiment to test the hypothesis. They identify several sampling techniques they can use to test their hypotheses.
Lesson Plan
American Statistical Association

How Long Are the Words in the Gettysburg Address?

For Teachers 6th - Higher Ed Standards
It's 268 words, but one only needs to consider 10 of them at a time. A data collection and analysis activity has learners investigate the lengths of words in the Gettysburg Address. They first self-select a sample of 10 words and...
Lesson Plan
Statistics Education Web

Types of Average Sampling: "Household Words" to Dwell On

For Students 9th - 12th Standards
Show your classes how different means can represent the same data. Individuals collect household size data and calculate the mean. Pupils learn how handling of the data influences the value of the mean. 
Lesson Plan
Curated OER

Sampling Techniques

For Teachers 6th
Sixth graders examine how to select samples and apply them to an experiment. In this sampling lesson, 6th graders use a bag of yellow and blue cubes to take a sample. They predict how many of each color there are the bag. They set up and...
Lesson Plan
Curated OER

Scientific Data: It's Not as Pretty as It Looks!

For Teachers 9th - 12th
The difference between accuracy and precision is fundamental for high school science learners. Using test kits for nitrate concentration in water, they compare readings with each other. They consider the accuracy, precision, and bias of...
Performance
Radford University

Survey Activity

For Teachers 9th - 12th Standards
It's time to take a survey. After looking at an example of a survey on lunch preferences, groups design their own surveys. They consider the sample size and sampling technique, then conduct the surveys. As a final activity, they create...
Performance
Radford University

Statistical Study

For Teachers 9th - 12th Standards
Put your knowledge of sample surveys to good use. Pupils begin by conducting a survey of class members. They identify an appropriate topic and sampling technique; collect and organize their data; compute and analyze statistical measures;...
Lesson Plan
Curated OER

Mapping Data Made Manageable

For Teachers 5th - 8th
Students explore how to select unbiased random samples as they choose report data to include on maps. They propose methods for choosing random numbers and discuss their advantages and disadvantages. They consider bias in science.
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Students analyze rocks. For this geology lesson, students collect rocks from the schoolyard and sort them according to various characteristics, such as color, size, and weight.
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Students analyze rocks. In this rock classification lesson plan, students collect and analyze rocks that they find on the school premises. Students classify the rocks according to their physical characteristics in order to create a rock...
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Students explore Earth science by identifying types of rocks in their schoolyard. In this geology lesson, students collect a group of rocks from their playground and categorize them based on color, shape and size. Students read the book...
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Learners examine rocks. In this geology lesson, students collect rocks from the schoolyard and classify them by color, weight, and size. Learners use a rock guide to identify each of the rocks.
Lesson Plan
Curated OER

Sampling Rocks

For Teachers K - 2nd
Students will collect and analyze a sample of rocks from the schoolyard. They will array the collected rocks by characteristics such as size, weight, and color, to see if any generalizations can be made about the types of rocks that can...
Activity
Illustrative Mathematics

Why Randomize?

For Teachers 9th - 12th Standards
Your statisticians draw several samplings from the same data set, some randomized and some not, and consider the distribution of the sample means of the two different types of samplings. The exercise demonstrates that non-random samples...
Lesson Plan
Curated OER

What Can Data Tell Us?

For Teachers 3rd - 5th
Students analyze data they have collected themselves and by their classmates. In groups, they create data distributions to identify the highest, lowest and middle values. As a class, they discuss the concept of sample size and how it can...

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