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Raoyu Qiu; Zequn Lin; Zican Yang; Liang Gao – Journal of Chemical Education, 2024
Machine learning (ML) is extensively applied in chemistry, particularly in vibrational spectroscopy. However, few teaching examples effectively demonstrate the capabilities of ML in classifying polymeric materials, exhibiting subtle spectral differences that elude visual discrimination. This study presents a teaching example specifically tailored…
Descriptors: Artificial Intelligence, Classification, Undergraduate Study, Chemistry
Toward Qualified Synthetic Chemist. Step 1: Building and Assessing Basic Skills in Organic Synthesis
Dmitriy M. Volochnyuk; Valeriya G. Makhankova; Alexander Yu. Lyapunov; Liliia S. Muravska; Olexander M. Vitsenko; Sergey V. Ryabukhin – Journal of Chemical Education, 2023
An introductory experimental course to teach and assess basic organic synthesis and identification skills has been designed. The first work of this course, which is based on the well-known hydrazone formation reaction of benzaldehydes with Brady's reagent, is presented. The designed experiment has many advantages and perfectly matches the goal of…
Descriptors: Chemistry, Science Instruction, Introductory Courses, Science Experiments
The Application of Cross-Course Collaboration between Forensic Chemistry and Forensic Identification
Yiyan Wu; Agata Gapinska-Serwin; Wade Knaap; Ronald Soong; Vivienne Luk – Journal of Chemical Education, 2024
University courses are often interconnected; however, the connections between these courses remain unclear to many students. This is particularly important in the field of forensic science since each stage of the investigation, from the crime scene to the courtroom, has significant implications on the outcome of a case and the individuals…
Descriptors: Chemistry, Crime, Identification, College Science
Marilyn Rampersad Mackiewicz; Kathryn N. Hosbein; Dawn Mason; Ramya Ajjarapu – Journal of Chemical Education, 2023
Here, we describe strategies for integrating transferrable professional development (PD) skills into research learning environments for marginalized undergraduate students. The undergraduate research experience evolved to include the competencies students need to be successful and to gain a sense of belonging in the chemistry community they are…
Descriptors: Undergraduate Students, Professional Development, Skill Development, Minority Group Students
Shannon L. W. Accettone; Cassandra DeFrancesco; Cole Alexander King; Monique K. Lariviere – Journal of Chemical Education, 2023
Laboratory skills assignments were developed as a novel approach to providing students with the opportunity to engage in hands-on laboratory skills development outside of the lab during the COVID-19 pandemic. Initially, the assignments were implemented within a second-year forensic chemistry course of 48 students and redesigned and modified to be…
Descriptors: Chemistry, Assignments, Science Laboratories, Skill Development
Ana Sofi´a Varela; Alfonso Garci´a-Ma´rquez – Journal of Chemical Education, 2023
This laboratory experiment consists of the synthesis of two series of alkaline-earth titanates (calcium-strontium and strontium-barium)to corroborate Vegard's law by obtaining their X-ray diffraction patterns and plotting the lattice parameter versus mole fraction of both cations. This experiment allows students to understand the key concepts in…
Descriptors: Chemistry, Scientific Principles, Laboratory Experiments, Scientific Concepts
Leah Isseroff Bendavid – Journal of Chemical Education, 2023
This article presents computational chemistry exercises that are designed to be incorporated into an undergraduate physical chemistry course. This activity teaches computational chemistry as it is performed in higher-level research (in a command-line environment and executed on a high-performance computing cluster) to provide students with a…
Descriptors: Undergraduate Study, Chemistry, Computation, College Science
Caldero´n-Mendoza, Gina L.; Esponda-Vela´squez, Roberto I.; Valle-Sua´rez, Renata M.; Ponce-Rodri´guez, Henry D. – Journal of Chemical Education, 2022
The development and application of a simulator designed with Excel spreadsheets to teach procedural skills in atomic absorption spectrometry and atomic emission spectrometry are proposed. For the development of the simulator, different analytical procedures were followed including analysis of pharmaceutical, forensic, and environmental samples.…
Descriptors: Science Instruction, Spreadsheets, Simulation, Chemistry
Mikeas Silva de Lima; Salete Linhares Queiroz – Journal of Chemical Education, 2024
In the context of academic and professional training, effectively constructing arguments is a fundamental skill for chemists. In this way, educational practices that promote this skill are a constant target of attention, as is the analysis of the quality of arguments produced by students. Models capable of supporting this analysis gain importance,…
Descriptors: Chemistry, Undergraduate Students, Science Instruction, Epistemology
Holly D. Bendorf; Gricelda Arredondo – Journal of Chemical Education, 2023
In this laboratory experiment, first-semester organic chemistry students use mechanistic reasoning to propose possible outcomes for the reaction of vanillin isobutyrate with a hydride source. The students subsequently run the reaction, isolate the product, and acquire its infrared spectrum. The experiment provides students with the opportunity to…
Descriptors: Spectroscopy, Science Experiments, Science Laboratories, Organic Chemistry
Andrea N. Giordano; David Styers-Barnett – Journal of Chemical Education, 2022
A successful scientific career requires competency in not only content knowledge but also professional skills, such as written and oral communication, decision making, problem solving, and planning, organizing, and prioritizing work. These professional skills are prioritized in the 2016 NACE Job Outlook report as the top 10 attributes employers…
Descriptors: Scientists, STEM Careers, Skill Development, Job Skills
Hunter, Rebecca A.; Kovarik, Michelle L. – Journal of Chemical Education, 2022
Students develop process skills through repeated practice of data interpretation, problem solving, and critical thinking. The primary literature provides a rich source of data and application problems to engage students in this practice within the context of chemistry content knowledge. However, most existing classroom activities based on the…
Descriptors: Science Process Skills, Problem Solving, Critical Thinking, Skill Development
Eshan Gurung; Robin Jacob; Zoie Bunch; Bailey Thompson; Maia Popova – Journal of Chemical Education, 2022
The goal of this study was to evaluate the effectiveness of organic chemistry textbooks in developing student representational competence skills with eight representations of molecular structure (Lewis structures, Kekulé structures, condensed structures, electrostatic potential maps, skeletal structures, dash-wedge diagrams, Newman projections,…
Descriptors: Organic Chemistry, Textbooks, Science Instruction, Science Process Skills
Marie van Staveren – Journal of Chemical Education, 2022
This paper shows a method for integrating computer programming into a standard physical chemistry laboratory sequence to augment student data analysis abilities and allow them to carry programming skills forward to other courses. The Python programming language is used, taking advantage of the pedagogical benefits of Jupyter notebooks, primarily…
Descriptors: Programming Languages, Educational Technology, Chemistry, Science Laboratories
Elena N. Laricheva; Armen Ilikchyan – Journal of Chemical Education, 2023
Studies have demonstrated that visual-spatial skills correlate with student performance and success in science, technology, engineering, and math (STEM). The ability to reason with spatial information is essential for conceptual subjects like chemistry, a deep understanding of which requires dealing with the invisible world of atoms and molecules…
Descriptors: Visual Perception, Spatial Ability, Low Achievement, Chemistry