American Statistical Association
Happy Birthday to . . . Two?
How many people do you need in a room before two likely share the same birthday? Scholars consider this puzzle by analyzing a set of data. They ponder how to divide the data and determine the proper size of a group for this event to...
University of Minnesota
Makes Me Sweat
Never let them see you sweat ... unless you can't help it! Scholars design an experiment to determine the effects of stress on the body. They monitor sweat production under different conditions and relate the response to the function of...
Towson University
Transformation Lab
Transform your class' understanding of genes and antibiotic resistance with the Transformation Lab. Junior geneticists create and observe their own resistant strains of E. coli through research, discussion, and experimentation. The...
Curated OER
Life in Extreme Environments - Who is on Top in the Food Chain?
Learners discuss the design of experiments to determine how much and how fast rotifers feed and design experiments with a lab partner and in small collaborative groups. They then collect data from experiments and present results of...
Curated OER
Density and Buoyancy Experimental Design
Students must plan, design, and conduct an experiment that answers the scientific question: "Come up with a question that addresses the factors (variables) of the water and its effect on whether an object floats or sinks."
Curated OER
Seed Germination
Young scholars explore plants and the scientific method. In this plant growth lesson plan, students follow the steps in the scientific method to perform a seed germination experiment as a whole class. Young scholars work in a group to...
Curated OER
Brain Brands
Students explore the advent of neuromarketing as a means to assess the effects of certain brands on the brain activity of prospective buyers. They design their own experiments that test the power of certain brands on a sample population.
EngageNY
Differences Due to Random Assignment Alone
It takes a lot of planning to achieve a random result! Learners compare results of random assignment, and conclude that random assignment allows results to be attributed to chance. They also realize the set of random means are clustered...
Curated OER
Probability
Ninth graders engage in a lesson that is about the concept of probability using the context of recording data and predicting outcomes. They collect marbles while recording data and graphing it. The graph is analyzed and ideas are...
Curated OER
Bouncing Light
Learners design an experiment to investigate how light reflects. In this physics instructional activity, students apply the scientific method in conducting the experiment. They collect data and formulate a conclusion.
NASA
MASS, MASS – Who Has the MASS? Analyzing Tiny Samples
What is it worth to you? A hands-on instructional activity asks groups to collect weights of different combinations of coins and calculate weighted averages. They use the analysis to understand the concept of an isotope to finish the...
Actis
Handling Data: Probability, Tree Diagrams
Clean, but captivating, two online simulations demonstrate probability for middle schoolers. They can choose the number of coins and tosses and watch as the results pile up. They can choose from a variety of spinner types and the number...
American Physiological Society
It’s the Heart of the Matter
Get the class jumping for joy with a fascinating look at matters of the heart. Learners perform physical tasks, collect and analyze heart rate data, and study conditions that affect heart health. Use the action-packed lesson plan to...
American Physiological Society
An Inquiry into Alcoholic Fermentation
Introduce life science learners to their new "best buds" yeast! Using a wide variety of materials, lab groups design an experiment that illustrates how yeast acquires the resources it needs to undergo cellular respiration. The teacher's...
Curated OER
Remote Possibilities
Pupils collect data and analyze the data using a graph. In this statistics lesson, students use combinations and theoretical and experimental probability to analyze their data. They observe a remote controlled robot as they collect data.
Curated OER
Riding on a Pendulum
A comprehensive resource gets fourth grade physical scientists making observations about the period of a pendulum and then applying knowledge to a playground swing. Through seven different stations, they will record observations and...
Curated OER
R-Project
Students analyze the outcome of a scientific experiment using free downloadable software. They collect experimental data to use statistical software to determine if the observations are likely due to the treatment or random chance.
Curated OER
Scientific Investigation- Magnets
Students conduct a scientific investigation to determine if a magnet attracts paper clips through different materials. Students write out their procedures, collect data and present it in a table or chart, and analyze their results.
Curated OER
RIP M&M's
Students solve theoretical probability problems. In this algebra lesson, students apply the concept of probabilities to solving real life scenarios. They collect data and graph it using experimental probability.
Curated OER
Charting the Weather
Students research and conduct non-experimental research, such as journals, the weather channel and the internet, to collect and record data for analysis on weather conditions in the United States and abroad. They identify, pronounce and...
Curated OER
Scientific Method- "The Big Ahah"
Students experiment with water, dropper and a coin to study the scientific method. In this scientific method lesson plan, students are in groups, each with a coin, water and a dropper. They investigate how many drops of water can fit on...
Curated OER
Square Foot Garden
Students plant a garden and keep track of it. In this geometrical garden lesson plan, students collect data from their garden twice a week. They graph their finding and figure out how many square feet of growing space each person needs...
Curated OER
Hidden Animals
Students predict the safest seashore substrate for animals. For this animal habitat experiment, students predict, test their hypothesis, and record data about how wave shocks affect animals living on either sand, gravel or rock.
Curated OER
A Statistical Study of Three Biomes
Students collect data from one of three selected biomes. Data are then organized and statistically analyzed. This project engages students of different backgrounds grouped cooperatively in a relevant outdoor hands-on learning experience.