AP Test Prep
College Board

2013 AP® Biology Free-Response Questions

For Students 10th - 12th Standards
AP® free-response questions are often challenging for scholars. Give them practice writing free-response questions using former questions from the AP® Biology exam on topics such as genetic mutations, cellular respiration, evolution, and...
Unit Plan
Radford University

Understanding Local Economic Issues Using Statistics

For Teachers 9th - 12th Standards
A good understanding of local economics requires a lot of data. Scholars design and conduct an experimental survey to collect information about economic issues affecting their regions. They analyze their findings and prepare a...
Performance
Radford University

AFDA Probability and Law of Large Numbers

For Teachers 7th - 12th Standards
The more trials scholars perform, the closer they'll likely be to the true value. After designing a probability experiment, young mathematicians conduct the experiment for five different numbers of trials. They then analyze the results,...
Lesson Plan
American Statistical Association

Choosing a Study Design for the Polio Vaccine

For Teachers 9th - Higher Ed Standards
Be on the right side of history. Scholars first learn about polio and the meetings of the 1954 Salk polio vaccine study. In groups, they select roles, such as parents, government officials, and statisticians, and decide on the best...
Lesson Plan
EngageNY

Experiments and the Role of Random Assignment

For Students 10th - 12th Standards
Time to experiment with mathematics! Learners study experimental design and how randomization applies. They emphasize the difference between random selection and random assignment and how both are important to the validation of the...
Lesson Plan
EngageNY

Estimating Probabilities by Collecting Data

For Teachers 7th Standards
Take a spin to determine experimental probability. Small groups spin a spinner and keep track of the sums of the spins and calculate the resulting probabilities. Pupils use simulated frequencies to practice finding other probabilities to...
Lesson Plan
EngageNY

The Difference Between Theoretical Probabilities and Estimated Probabilities

For Teachers 7th Standards
Flip a coin to determine whether the probability of heads is one-half. Pupils use simulated data to find the experimental probability of flipping a coin. Participants compare the long run relative frequency with the known theoretical...
Assessment
EngageNY

Mid-Module Assessment Task: Grade 7 Mathematics Module 5

For Students 7th Standards
Determine the probability that the class knows probability. The three-question assessment presents problems with finding the sample space and the probability, theoretical and experimental, of a variety of situations. Pupils also describe...
Lesson Plan
Virginia Department of Education

What Are the Chances?

For Teachers 7th
Take a chance on an informative resource. Scholars conduct probability experiments involving coins and number cubes to generate data. Compiling class data helps connect experimental probability to theoretical probability.
Lesson Plan
Curated OER

Design of Experiments

For Teachers 10th - 11th
In this statistics worksheet, learners read studies and determine if they are experimental or observational. They identify the type of sampling used in 5 studies.
Printables
Teaching Ideas

Investigation Prompts

For Teachers 5th - 11th
Get your class started with experimentation and investigation by providing sentence starters. This chart is made up of three columns. The first column lists steps of the scientific process and the second provides sentence starters for...
Lesson Plan
Odell Education

Scientific Process and Experimental Design

For Teachers 9th - 12th
The scientific method keeps you from believing only what you want to believe — it expands your mind. The lesson introduces the eight steps in the scientific process and how to design an experiment to biology scholars. Live insects...
Activity
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Teach Engineering

Cell Membrane Experimental Design

For Teachers 9th - 12th
Grandma said to gargle with salt water for a sore throat. Was she right? In the last part of the seven-part unit, lab groups design an experiment to test a cells reaction to salt solutions. The pupils conduct their experiment to answer...
Lesson Plan
Curated OER

Don't Be Tricked By Your Integrated Rate Plot

For Teachers 11th - Higher Ed
In this chemistry worksheet, students examine the given concept in order to apply in the laboratory setting. The sheet includes in depth background information.
Lesson Plan
Curated OER

Experimental Project: Titration of Antacids

For Teachers 9th - 12th
Students compare antacid tablets by doing a titration. In this titration of antacids lesson plan, students read about antacids that neutralize acid indigestion and they perform a back titration of the antacids dissolved in hydrochloric...
Assessment
Curated OER

2003 U.S. National Chemistry Olympiad Part III

For Students 9th - 12th
In this chemistry Olympiad worksheet, pupils are given 2 lab problems to work on. They must explain their experiment they would carry out, show their data and write their results and conclusions of the lab and the process.
Lesson Plan
Forest Foundation

Fire Investigation and Experimentation

For Teachers 4th - 8th
Assess the probability of a wildfire with several lessons about fire danger ratings and risk factors. After experimenting with fuel moisture, learners explore the various elements that could contribute to a wildfire, such as wind...
Activity
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Curated OER

Activity: An Experiment with Dice

For Teachers 3rd - 7th Standards
Roll the dice with this activity and teach young mathematicians about probability. Record outcomes for rolling two number cubes in order to determine what is most likely to happen. Graph the data and investigate patterns in the results,...
Handout
Biology Class

Scientific Method Worksheet

For Students 9th - 12th
Knowing the names of the steps of the scientific method is not enough; in order to really understand each of the elements, one must practice. Beginning with an engaging recap of the steps of the scientific method, learners practice the...
Lesson Plan
University of Minnesota

Whose Choice Is It Anyway?

For Students 5th - 8th
Your taste buds may be saying Pepsi, but your brain is saying Coke! By analyzing experimental research, learners discover ways in which our brains impact decision making. They conclude with a discussion of neuromarketing and how it...
Lesson Plan
Space Awareness

Continental Climate and Oceanic Climate

For Students 1st - 5th
There's nothing better than a cool breeze blowing in from the ocean. Scholars explore how water affects change in temperature using a hands-on experiment on climate. They use measurement tools to compare the continental and oceanic...
Lesson Plan
EngageNY

Grade 10 ELA Module 3: Unit 1, Lesson 5

For Teachers 10th Standards
Science over humanity? Scholars analyze an excerpt from The Immortal Life of Henrietta Lacks. They must consider if the experimentation of Henrietta's cells without her consent was worth the information gained about cancer. They discuss...
Lesson Plan
Curated OER

Phenomenological Probability

For Teachers 9th - 12th
Students explore the concept of theoretical and experimental probability. In this theoretical and experimental probability lesson, students roll dice, draw marbles out of a bag, and draw a card from a deck of cards. Students perform each...
Lesson Plan
Curated OER

What is Probability? Original Lesson Plan

For Teachers 5th - 7th
Students predict, using a fraction or a ratio, the possibility of an event happening and place that fraction or ratio on a Likelihood Line. In Part Two of the lesson plan, they conduct an experiment to determine theoretical and...

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