High SchoolStudents Experimenting with ComputationalChemistry: Design-Based Research on and through the “Comp-Chem-Lab”

Despite the profound impact of Computational Chemistry (CC) on chemical research and understanding, it plays a negligible role in high school chemistry curricula. Integrating CC into high school education could enable students to engage in authentic science simulations and deepen their understanding of energy. To enable high school students to use CC, a freely accessible online learning environment, the Comp-Chem-Lab (www.comp-chem-lab.de/en), was developed based on qualitative empirical data from 80 German high school students in a design-based research approach. With this environment and the adaptive feedback implemented, most students were able to successfully use CC to determine the activation energy and released energy of a chemical reaction. A common progression of problem-solving strategies is for students to begin with trial and error but later to explore the relationship between chemical structure and energy more strategically based on their CC results. After searching for a “zero” energy structure, most students eventually activate the idea of energy minimization and successfully transfer it to another reaction step. Overall, the research highlights the potential of CC for enhancing high school and introductory college chemistry education but also emphasizes the need for further educational research to fully realize this potential.

Publication Details

Journal
Figshare
Published
2025-03-06
DOI
https://doi.org/10.1021/acs.jchemed.4c01136.s003
Primary Topic
Various Chemistry Research Topics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

High SchoolStudents Experimenting with ComputationalChemistry: Design-Based Research on and through the “Comp-Chem-Lab”

Figshare
Various Chemistry Research Topics
article

High SchoolStudents Experimenting with ComputationalChemistry: Design-Based Research on and through the “Comp-Chem-Lab”

article en

Abstract

Despite the profound impact of Computational Chemistry (CC) on chemical research and understanding, it plays a negligible role in high school chemistry curricula. Integrating CC into high school education could enable students to engage in authentic science simulations and deepen their understanding of energy. To enable high school students to use CC, a freely accessible online learning environment, the Comp-Chem-Lab (www.comp-chem-lab.de/en), was developed based on qualitative empirical data from 80 German high school students in a design-based research approach. With this environment and the adaptive feedback implemented, most students were able to successfully use CC to determine the activation energy and released energy of a chemical reaction. A common progression of problem-solving strategies is for students to begin with trial and error but later to explore the relationship between chemical structure and energy more strategically based on their CC results. After searching for a “zero” energy structure, most students eventually activate the idea of energy minimization and successfully transfer it to another reaction step. Overall, the research highlights the potential of CC for enhancing high school and introductory college chemistry education but also emphasizes the need for further educational research to fully realize this potential.

Figshare
Openalex Percentile: Top 52%
Various Chemistry Research Topics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.