239 results
Statistics laboratories for International Baccalaureate
Candy Probability: Discovery of EXPERIMENTAL vs. THEORETICAL Probability
Middle Schoolers LOVE probability!
This is a GREAT lesson around Halloween when the kids are already hyped up on sugar and want to 'talk' to their classmates.
This activity allows the students to DISCOVER the differences between EXPERIMENTAL and THEORETICAL probability and connect it to everyday experiences. The probability lesson lends itself to fractions, decimals, percents, data collection, rational & irrational numbers, statistical graphs (box and whiskers, frequency tables...), measu
Subjects:
Grades:
5th - 9th
Types:
Experimental Probability Activity (dice lab)
In this activity students work with a partner to roll a pair of dice (many times) and record the sum of the dice in a data collection sheet. Once the data has been collected the students are walked through the process of calculating the experimental probability for each sum and then the theoretical probability for each sum and are asked questions about the differences they find between the values. Students also make a bar graph using the percentages for theoretical probability and can visually s
Subjects:
Grades:
7th - 11th
Types:
Theoretical vs Experimental Probability Lab (includes making predictions)
This is a fun, student-centered activity in which students working with a partner will conduct an experimental lab tossing 2 coins. After completing the lab, they will draw conclusions based upon the results of the activity concerning the difference between theoretical and experimental probability. Then they use experimental probability to make predictions. I have included the lab activity, a follow-up worksheet which can be used to engage student discussion after the lab, and a worksheet for
Subjects:
Grades:
6th - 9th
Types:
All IB Biology Required Practicals 1-7 - BUNDLE - By an IB Assistant Examiner
Created by an IB Assistant Examiner, this 58 page BUNDLE of Required Practical Lab Guides provides full instructions for completing the IB Bio Required Practicals 1-7, with everything students need to complete the experiments, write their lab reports, and to practice the skills required for writing their Higher Level and Standard Level Internal Assessments (IB Biology SL and HL IAs).IBDP Biology teachers can use this Required Practical bundle to assign their HL and SL students the IB Diploma Bio
Subjects:
Grades:
9th - 12th
Types:
Water Bottle Flipping Investigation
Water bottle flipping- ratio, percent, measurement, data collection and graphing! The kids love bottle flipping and this product will let you bring bottle flipping into your classroom in an educational way!
Students will make predictions about the ideal water level in their water bottle that will result int he most successful flips. They will then record data about their bottle and conduct a variety of trials using different water levels to test their success with flipping their bottle at d
Subjects:
Grades:
5th - 7th
Types:
How Many Licks to the Center of a Tootsie Pop? Statistics!
Looking for novel way to get your middle school students excited about math and statistics?!
This file contains everything you need to conduct the experiment (except the Tootsie Pops!) that answers the age old question "How many licks does it take to get the center of a tootsie pop?" The lesson covers mean, median, mode, range, outliers, tables, graphs, box and whisker plots, data collection, pre and post discussion questions, experimental procedures, and student reflection. I also provided a s
Subjects:
Grades:
6th - 9th
Types:
Standard Error and Standard Deviation in AP Biology
Statistics is one of those components in AP Biology that is brand new to students.Without a proper introductory lesson to standard error and standard deviation, students can struggle with this all year. Fortunately, this lesson truly walks your students through the process of defining standard deviation and error, applying the concept of error bars with statistical analysis, and graphing data with error bars to make their own statistical analysis. A PowerPoint is included as well to guide the le
Subjects:
Grades:
11th - 12th
Types:
Spring into Statistics Data Displays and Measures of Center Lab
This is a hands-on lab that teaches about Statistical Questions, Data Displays (dot/line plot, histograms, box plots) and Measures of Center (mean, median, mode, and range). The lab includes notes pages, examples with answer keys, and a final project in which the student can survey classmates and create a "flower" by using their data to find mean, median, mode, range. They will also create a box plot, histogram and dot plot.
Sickle Cell Data Analysis: Hardy-Weinberg and Chi-Square
Want a great way to convert the "traditional" Hardy-Weinberg lab into a data problem set? Here it is! This is ideal for very small classes, where sample size could be an issue, busy classes, where you may need this for additional at-home practice, or very large classes, where the swapping of H-W cards could get too messy.Included is the full data problem set and teacher pages with the answer key.This data problem set covers:-genotypes and phenotypes-the Hardy-Weinberg equation, with application
Subjects:
Grades:
10th - 12th, Higher Education
Types:
MYP Scientific Method Unit Bundle
This bundle includes everything you need for a fun and engaging unit on the scientific method. Throughout the unit students are exposed to various scientific tools in order to carry-out the scientific method. In addition to learning and applying the scientific method, students also have the opportunity to practice and review their graphing skills as well in order to graph and analyze data they gather during various lab experiments. The various activities in this bundle include both independe
Grades:
6th - 9th
Types:
IB MYP Science Unit - Matter - G7 G8 Chemistry, Physical Science Complete BUNDLE
Be instantly ready to teach your MYP Middle School Science unit on Matter! All the work is done for you: Unit Planner, Lesson Slides, Experiments, Worksheets, Tests, Lab Reports, Reviews, Assessments, and more! This comprehensive BUNDLE is:All you need for a full 2 to 3-month unitEasy to use - the slideshows lead you through everythingInteractive - with varied activities (theory and practical) Complete - planning, teaching and assessments are all includedSave your time - it has never been easie
Grades:
7th - 8th
Types:
NGSS:
MS-PS1-4
, MS-PS1-2
, MS-PS1-1
Game On! Hypothesis Testing: 1-Sample t-Test for Means Lab
This lab asks students to apply concepts of 1-sample t-test of means in a real world context. They are able to play/simulate games and determine if their theoretical calculation is accurate.
This lab integrates hypothesis testing based on two carnival games. Spiraling expected value and random variable topics from previous chapters will help themto prepare them with a "big picture" when it comes to the AP Statistics Exam.
(For the high flyers: It also asks students to develop of higher orde
Subjects:
Grades:
10th - 12th
Types:
Rock, Paper, Scissors says Stat: A Chi-Square Lab
Students will utilize a Rock, Paper, Scissors website provided by the New York Times to determine whether the computer throwing Rock, Paper, Scissors is truly random. Students are asked to play the game 30 times in both modes. In addition, students are asked to call back ideas of simulation and probability to review previous learned concepts in preparation for the AP Exam to eliminate the confounding variables associated with human behavior.Please find an updated link to the simulator here: ht
Subjects:
Grades:
9th - 12th, Higher Education
Types:
IB Biology Required Practical 1 - Microscopes & Magnification Guide / Practice
Created by an IB Assistant Examiner, this 7-page Guided Practice with microscopes and magnification provides full instructions for completing the IB Required Practical 1 (Using Microscopes, and Magnification Calculations). Includes sample problems to prepare your students for IB Biology Exams. IBDP Biology Teachers can use this Guided Practice to support DP Bio SL and HL students as they: Prepare and view microscope slides of onion cells and human cheek cells (i.e. plant and animal cells).Solve
Subjects:
Grades:
10th - 12th
Types:
Scatterplots Linear Regression Line of Best Fit Forearms & Height (Editable)
After teaching my students about scatterplots, correlation, and the line of best fit, I take a day for them to do a hands-on lab, in which they measure their height (in inches) and their forearm length (from the tip of their elbow, to the bony point on their wrist), and we plot the class data, write the equation of the line of best fit, and then use the equation generated both forwards and backwards. They will need 45 minutes to an hour to do this in class.
I have found that if the students br
Subjects:
Grades:
7th - 12th
Types:
Scientific Method Lab Report Write-up Using Bouncy Balls (with MYP Criterion D)
This is a very fun, hands-on lab to help students go through the process of the scientific method and learn how to accurately write-up a lab report. This could be used as a summative assessment to a scientific method unit, a culminating activity at the end of the year, or as an introductory assessment or review at the beginning of the year depending on the grade level. The focus of the activity is for students to take three bouncy balls and conduct an experiment to see which ball will bounce
Grades:
6th - 9th
Types:
IB DP Biology IA Bundle for the New 2025 exams
This bundle includes both a simple and annotated template for the IA format that is designed to present the students work in an organized sequence to maximize ease for the IA marker, and outcome for the student . Also included is a simple and annotated rubric that compliments the templated. Not included, E2Science has created lessons, labs, activities, and two practice IA's to support IB learners as the progress through the course themes. They can all be found in our TPT store. Please note that
Subjects:
Grades:
11th - 12th
Types:
Rates of Reaction Experiment - IB MYP Science Criteria B & C - Lesson & Template
Students will investigate a factor affecting the rate of reaction using readily available and cheap chemicals (baking soda and vinegar). Using the included slideshow, students will be well prepared to design and carry out their own chemistry experiment, and the templates will provide an easy way for Middle School / MYP students to correctly structure a lab report. Editable data tables are also included, along with links to instructional videos showing their use. Includes:Lesson presentation / s
Grades:
7th - 9th
Types:
NGSS:
MS-PS1-2
Cellular Respiration Think-it-Through Lab with Standard Error
This activity allows students to review basic concepts of cellular respiration in the context of a lab scenario. Students will work with data and complete calculations including percent change, mean, standard deviation, and standard error. In addition, students will see how error bars are drawn and learn how to interpret them on a graph. Activity A: Introduction (background, lab design, etc)Activity B: Working with data (percent change and mean calculations)Activity C: Calculating standard e
Subjects:
Grades:
9th - 12th, Higher Education, Adult Education
Types:
Also included in: Cell Resp Think-It-Through Lab with Standard Error and Answer Key
Paper Airplane Scientific Method with STEM component (with MYP Criteria B & C)
This is a summative assessment that assesses the scientific method and the process of writing up a lab report using paper airplanes. This assessment can also be easily differentiated based on the level of your students. This activity allows for independent work and accountability, partner or small group collaboration, and whole class data sharing so everyone is involved.
This file includes the following:
--Student directions
--Teacher directions
--Rough draft template for the lab report-writ
Grades:
6th - 10th
Types:
Human Sense Perception Experiment - Senses - Grade 7 MYP Science
This engaging stations activity, recommended for grade 7 Biology, will have your students working together to explore and test their own senses. Includes teacher preparation notes, student handouts, station cutouts, as well as opportunities for reflection and extension.Get the Senses unit plan associated with this activity here.Designed with MYP in mind but appropriate for any middle school, high school, international, or homeschool STEM curriculum.Want to try before you buy? Download the FREE F
Subjects:
Grades:
6th - 8th
Types:
Also included in: MYP Science Experiments Growing Bundle - Grade 6-10 Complete Collection
MYP Science Experiments Growing Bundle - Grade 6-10 Complete Collection
This growing bundle includes every Science for Everyone experiment to date, as well as all future updates, bundled at 30% off! New experiments are added regularly, and I have dozens of them, so by purchasing early you can save a lot and continue to have access to all resources as I add them. Each experiment is designed to work with one or more of my MYP unit plans, recommended for grades 6-10, but can easily be adapted for any middle school, high school, international, or homeschool STEM curricu
Grades:
6th - 10th
Types:
Cell Resp Think-It-Through Lab with Standard Error and Answer Key
This activity allows students to review basic concepts of cellular respiration in the context of a lab scenario. Students will work with data and complete calculations including percent change, mean, standard deviation, and standard error. In addition, students will see how error bars are drawn and learn how to interpret them on a graph.Activity A: Introduction (background, lab design, etc)Activity B: Working with data (percent change and mean calculations)Activity C: Calculating standard error
Subjects:
Grades:
11th - 12th
Types:
Psychology Lab Image Memory and Sex Differences AP Psychology Statistics
In this set of 13 labs the students do a variety of image memory tasks. They then collaborate and share data, then perform a T test on the data to find out if the differences between the scores of men and women are statistically significant. The students also test for correlations between a variety of scores. I suppose it is a sort of an expansion on my face memory lab. Links sometimes die, so try before you buy… https://www.psychologytoday.com/us/tests/iq/memory-test https://memtrax.com/cogniti
Subjects:
Grades:
9th - 12th, Higher Education, Adult Education
Types:
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