Workshops: Search by Date
Student-designed Experiments: Part 3 Guiding Students Through Data Analysis
Teachers will play the role of the students, collecting data in their own homes and pooling their observations and measurements in a spreadsheet shared by their lab partners. We will conduct data analysis within lab groups during the workshop to experience how this process can be performed using remote teaching and learning platforms. Peer critiques […]
Student-designed Experiments: Part 4 Drawing Evidence-based Conclusions
This workshop will focus on the content and demands of the conclusion section of a lab report, with applications to data-based questions and internal assessments for IB students, and free response questions for AP students. The conclusions drawn from experimental data must be limited to the scope of the experiment, but it is also important […]
Student-designed Experiments: Part 5 Data-generating Activities for Labs, Demos, and Computation
Whether in the classroom or at home, how do we initiate the process of student-designed lab or field experiments? The first step is to help the students see potential research questions and the data in the world around them. In this 1.5-hour workshop, we engage in several demonstration activities to help teachers see sources for […]
Statistics for Teaching Science: Part 1 Measuring and Reporting Uncertainty
All measurements include some degree of uncertainty or error, but how it is reported is decided by the person collecting the data. Because analysis is dependent on the data collected, the method used to report error can substantially impact the strength of the claims made and conclusions drawn. In this workshop, we will explore five […]
Statistics for Teaching Science: Part 2 The Problem with Describing Data Using the Mean
Often by middle school and certainly by high school, students default to the mean as the best way to describe data without much consideration for how they might defend that choice. So, you might think, what’s the harm in that? Everyone knows what is meant by this descriptor, it is familiar and understandable, easy to […]
Statistics for Teaching Science: Part 3 Getting Comfortable with Variance, Standard Deviation, Standard Error of the Mean, and the 95% Confidence Interval
The variance, standard deviation, and standard error of the mean are excellent methods for describing data because they convey the variability of the observed data around the mean. Anyone teaching AP, IB, Pre-AP, Pre-IB, or college-bound science students will likely want to know how to calculate these values, what they indicate, and how to contextualize […]
Statistics for Teaching Science: Part 4 Expressing Error on a Graph
Error bars are placed on a graph to give a more detailed account of what was observed. Although there are many descriptors that can be used to draw error bars, in each case the value is used to express the uncertainty or variability of the data. Error bars created from certain calculations are especially informative […]
Statistics for Teaching Advanced Science: Part 5 Hypothesis Testing Using a Chi-squared Analysis
Parts 5-8 continue the Statistics for Science series to include the skills required in high school Advanced Placement (AP) and International Baccalaureate (IB) science courses. In these workshops, we will learn how and when to use each of the most common statistical tests that are used to test hypotheses. A hand-calculation will be done using […]
Statistics for Teaching Advanced Science: Part 6 Hypothesis Testing Using the Student’s t-test
Parts 5-8 continue the Statistics for Science series to include the skills required in high school Advanced Placement (AP) and International Baccalaureate (IB) science courses. In these workshops, we will learn how and when to use each of the most common statistical tests that are used to test hypotheses. A hand-calculation will be done using […]
Statistics for Teaching Advanced Science: Part 7 Hypothesis Testing Using Tests of Correlation
Parts 5-8 continue the Statistics for Science series to include the skills required in high school Advanced Placement (AP) and International Baccalaureate (IB) science courses. In these workshops, we will learn how and when to use each of the most common statistical tests that are used to test hypotheses. A hand-calculation will be done using […]