Lesson Plan
Willow Tree

Data Sampling

For Students 9th - 12th Standards
Some say that you can make statistics say whatever you want. It is important for learners to recognize these biases. Pupils learn about sample bias and the different types of samples.
Instructional Video22:30
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Flipped Math

Sampling Methods

For Students 9th - 12th Standards
Pupils watch a video to learn about different types of sample design and how to use technology to create a random sample. They discover different types of bias that may happen due to the sampling design or the questions. Learners use...
Lesson Plan
Curated OER

Using Random Sampling to Draw Inferences

For Teachers 7th Standards
Emerging statisticians develop the ability to make inferences from sample data while also working on proportional relationships in general. Here, young learners examine samples for bias, and then use random samples to make...
Worksheet
Curated OER

Data Analysis and Bias

For Students 10th - 12th
In this probability and statistics activity, students determine when a collected data or a graph of the data could be biased.  The one page activity contains four multiple choice questions.  Answers are included.   
Worksheet
Curated OER

Graphing Data

For Students 7th
Seventh graders solve and graph 10 different problems that include various questions related to data on a graph. First, they create bar graphs to display the data given. Then, pupils determine the random sample of a population listing...
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.
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.
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. 
Worksheet
Curated OER

Research Methods in Psychology

For Students 10th - Higher Ed
This 5-question psychology review provided by Sparknotes addresses sampling bias, correlative data, statistical significance, and more.
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.
Worksheet
Curated OER

Analyzing Data and Finding Bias

For Students 8th - 10th
In this algebra worksheet, students identify bias as they analyze data. They solve word problems about sampling and surveys. There are 2 questions with an answer key.
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...
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...
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.
Worksheet
Curated OER

Data Handling

For Students 8th - 10th
In this data handling worksheet, learners 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.
Worksheet
Curated OER

Bipolar Transistor Biasing Circuits

For Students Higher Ed
In this electronics worksheet, students analyze electrical circuits to answer 21 short answer and problem solving questions about bipolar transistors.
Worksheet
Curated OER

Worksheet for Analysis of a Letter

For Students 7th - 12th
Dear Nancy, how do you analyze a letter? Love, Trez. Dear Trez, you use a Letter Analysis Worksheet. Love, Nancy. This richly detailed worksheet provides multiple questions that lead researchers step-by-step through the process of...
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...
Assessment
Los Angeles County Office of Education

Assessment For The California Mathematics Standards Grade 6

For Students 6th Standards
Test your scholars' knowledge of a multitude of concepts with an assessment aligned to the California math standards. Using the exam, class members show what they know about the four operations, positive and negative numbers, statistics...
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.
Handout
School District of Palm Beach County

Timelines

For Students 6th - 7th Standards
What do BC and AD mean on a timeline? What is the difference between a decade and a century? Here is a nice handout that offers all the foundational knowledge your young historians will need on how to look at historical timelines.
Worksheet
Curated OER

Is Our Electoral System Fair?

For Students 7th - 10th
In this U.K. government worksheet, students study the electoral system of the United Kingdom as they read a 3 page article and complete up to 6 activities based on the topic. A debate form with 10 points pertaining to the topic is...
Lesson Plan
Google

Surveys and Estimating Large Quantities

For Teachers 6th - 12th Standards
Looking for an estimation activity a bit more involved than the typical "guess the number of jellybeans in the jar" game? Here, learners use a picture to estimate the number of people at a large event, look for potential problems with...
Activity
Shmoop

ELA.CCSS.ELA-Literacy.W.11-12.1

For Teachers 11th - 12th Standards
Focus on writing argument essays with your high schoolers. The lesson suggested here focuses on The Jungle, by Sinclair Lewis; however, the idea could be adapted for other texts. Check out the quick quiz provided at the end of the...

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