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Wagler, Amy; Wagler, Ron – Science Teacher, 2014
Every high school graduate should be able to use data analysis and statistical reasoning to draw conclusions about the world. Two core statistical concepts for students to understand are the role of variability in measures and evaluating the effect of a variable. In the activity presented in this article, students investigate a scientific question…
Descriptors: High School Graduates, Data Analysis, Statistical Analysis, Inferences
Anzovino, Mary E.; Greenberg, Andrew E.; Moore, John W. – Journal of Chemical Education, 2015
A laboratory experiment is described in which students synthesize a variety of cationic gemini surfactants and analyze their efficacy as fabric softeners. Students perform a simple organic synthesis reaction and two analytical tests (one qualitative and one quantitative), and use the class data to assess the synthesized products. The experiment…
Descriptors: Science Instruction, Science Laboratories, Science Experiments, Laboratory Experiments
Ling, Chris D.; Bridgeman, Adam J. – Journal of Chemical Education, 2011
Titration experiments are ideal for generating large data sets for use in quantitative-analysis activities that are meaningful and transparent to general chemistry students. We report the successful implementation of a sophisticated quantitative exercise in which the students identify a series of unknown acids by determining their molar masses…
Descriptors: Chemistry, Statistical Analysis, Science Experiments, Laboratory Experiments
Azooz, A. A. – European Journal of Physics, 2009
In this paper, a simple MATLAB-based PC program that enables the computer to function as a replacement for the electronic scalar-counter system associated with a Geiger-Muller (GM) tube is described. The program utilizes the ability of MATLAB to acquire data directly from the computer sound card. The signal from the GM tube is applied to the…
Descriptors: Science Activities, Statistical Analysis, Physics, Computer Uses in Education

Samide, Michael J. – Journal of Chemical Education, 2004
A one-week experiment that was designed for providing students in an analytical chemistry laboratory course with an experience in statistical treatment of data is described. This laboratory experience benefited the students in several areas as they gained familiarity with many analytical glassware that they had not seen or used before, the…
Descriptors: Chemistry, Statistical Analysis, Laboratory Experiments, Science Education