A program built from Carnegie Mellon University’s OpenSimon Toolkit aims to prepare students for their first college-level math course before they even step on campus.
In the summer before computer science students start their courses at Carnegie Mellon, they must complete the Discrete Math Primer, a tool that uses self-paced interactive modules to provide students a baseline of math competency necessary for their future classwork.
“Here are CMU, we have amazing computer science applicants. While our students are really strong, there is still variability in their math background,” said Marsha Lovett, associate vice provost for Educational Innovation and Learning Analytics and co-coordinator of The Simon Initiative. “The computer science department found that some students struggled year after year in the discrete math course. The Discrete Math Primer provides a way to level the playing field before students take that first course.”
The creators of the Discrete Math Primer built it using the OpenSimon Toolkit, said Lovett, who’s also director of the Eberly Center for Teaching Excellence & Educational Innovation. They specifically designed the modules to target prerequisite skills that struggling students sometimes lack. Lovett said the Eberly Center used quizzes to see how students improved, or didn’t, in the module’s main mathematical teaching areas. Since it was launched in 2016, learning engineers and designers have used that data to improve the course with the aim of raising student outcomes.
“You can see that by the end of the modules, students were doing quite well in logic and sets, but not so well in functions,” Lovett said. “Knowing this, the faculty worked with the Eberly Center to revise and refine the piece of the modules focused on functions to improve them.”
Over time, the learning engineers and designers added a cognitive tutor to the module that prompts students as they’re going through the problem, asking them to reconsider their answer if they’re using the wrong approach. CMU’s Vice Provost for Education Amy Burkert said the tutor adds to the module’s overall goal of providing students with a more personalized and adaptive learning experience.
Thanks to the successes seen with computer science students, Mellon College of Science students majoring in math-focused areas also have begun using the modules in recent years. Other programs are also considering adding the Discrete Math Primer to their curriculum.
CMU faculty interested in this program or creating a similar module with the OpenSimon Toolkit can work with the Eberly Center to find the best solution. While the work requires faculty investment upfront, the rewards can extend to both students and faculty.
“The investment not only improves students learning, it provides efficiencies that help faculty better support their class,” Burkert said. “For instance, instead of responding to questions on basic concepts, faculty can use that time to delve deeper into theory and concepts that will enhance students’ learning in future courses.”