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Worksheet
Curated OER

Recognizing Bias in Graphs

For Students 7th - 8th
In this bias in graphs worksheet, students examine graphs and explain the data. They determine why the graph is or is not biased. This four-page worksheet contains approximately 6 problems. Explanations and examples are provided.
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Worksheet
Curated OER

Survey Bias

For Students 7th - 8th
In this survey bias worksheet, students solve and complete 2 different types of problems regarding a survey. First, they identify various sources of bias. Then, students describe how to minimize bias in assessing statistical surveys.
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Lesson Plan
Curated OER

Sampling Snoops

For Teachers 7th - 8th
Pupils practice formulating a hypothesis and designing an experiment to test the hypothesis. They identify several sampling techniques they can use to test their hypotheses.
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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...
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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. 
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AP Test Prep
College Board

1999 AP® Psychology Free-Response Questions

For Students 10th - 12th Standards
The interplay between biology and psychology is a complicated one. Learners explore the connection using free-response questions from an administered AP® exam. Scholars also ponder how bias helps people remember what they see.
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Worksheet
Curated OER

Leveled Problem Solving Sampling Methods

For Students 6th - 7th
In this sampling methods worksheet, students solve the six problems using sampling methods and determining if the results are biased or unbiased.
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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...
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Worksheet
Curated OER

Analyzing Data and Finding Bias

For Students 8th - 10th
In this algebra worksheet, learners identify bias as they analyze data. They solve word problems about sampling and surveys. There are 2 questions with an answer key.
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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...
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Lesson Plan
Virginia Department of Education

Organizing Topic: Data Analysis

For Teachers 10th - 12th Standards
Learners engage in six activities to lead them through the process of conducting a thorough analysis of data. Pupils work with calculating standard deviations and z-scores, finding the area under a normal curve, and sampling techniques....
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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...
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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;...
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Unit Plan
Radford University

The Science of Surveys

For Teachers 9th - 12th Standards
To drill or not to drill? An informative unit has scholars first research the advantages and disadvantages of oil drilling in Alaska. They set up and conduct a sample survey to assess attitudes toward oil drilling in a specific...
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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.
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Lesson Plan
Curated OER

Sampling Rocks

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

Research Methods in Psychology

For Students 11th - Higher Ed
Sparknotes provides this 10-question quiz on research methods in psychology. It includes questions on validity, single-blind and double-blind experiments, bias, and more. Test-takers submit their answers electronically for immediate...
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Lesson Plan
Curated OER

Women's Brains

For Teachers 6th - 8th
Students experience an example of bias in science dealing with women and gender.
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Lesson Plan
Curated OER

Investigating Respect

For Teachers 6th - 8th
Students examine prejudice and stereotyping. In this prejudice and stereotyping activity, students define the words and give examples. They look at pictures of five different people before working in groups to discover their own...
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Lesson Plan
Curated OER

Sampling Rocks

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

Data Analysis Worksheet

For Students 11th
In this probability worksheet, 11th graders solve problems using simple random sample, cluster sample, bias, population and systematic sample. They match the questions to its definition.
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Worksheet
Curated OER

Leveled Problem Solving Sampling Errors

For Students 6th - 7th
In this sampling errors worksheet, students problem solve to find the sampling errors for each word problem. Students finish by finding a sampling method that might bias the last surveys.
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Lesson Plan
Curated OER

Where Are You Coming From?

For Teachers 6th - 12th
Pupils examine and discuss author's purpose and the influence of an author's perspective in his or her writing. In groups, they read scenarios and respond to them from the perspective of a designated character. Materials are attached.
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Worksheet
Curated OER

Data Handling

For Students 8th - 10th
In this data handling worksheet, students determine biased and unbiased questions to surveys. They explore methods of data collection and design a data collection sheet. This two-page worksheet contains 3 multi-step problems.

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