Opinion
Education Opinion

Learning By Doing: The Neurology of Math

By Tom Vander Ark — February 28, 2013 3 min read

“Schemas are context-sensitive connections that help us understand,” said Matthew Peterson, Chief Scientist and co-founder ofMIND Research Institute at a recent Neuroscience Symposium. “Experiences that build and apply these connections are
called learning.”

“You have to do stuff, you can’t learn passively,” said Dr. Petersen who led an audience of superintendents through a series of hands on learning
challenges including building a life-sized brain replica from a bag of goodies.

Mathematics is more than a set of rules; it is more than a language; it is a system for understanding the world around us. “Schemas have to be built,
you’re not born with them,” said Peterson. Schemas, or mental models, take lots of practice and feedback to develop. Children (and adults) learn by
creating and testing hypotheses.

Feedback from these trials is added to how we understand parts of the world.

Peterson created a sequence of experiences where symposium participants encountered word puzzles and didn’t have a schema for interpreting them or, in
other cases, attempted to apply a wrong schema. Participants learned a new language for interpreting and communicating human movement. Like learning
Braille, the language of choreography was a schema few had considered.

The empathy moment--where panic and confusion cut a path to long-term memory--three hours into the session was when Peterson noted “those feelings of
confusion are common for learners new to a subject.” When students learn math they experience the same panic and confusion from struggling to develop a new
schema or applying a wrong schema.

It’s not that confusion is bad. In fact, confusion is a good sign that a learner has developed and applied a schema--they just didn’t get the expected
result. It’s this process of testing and revising understanding that promotes critical thinking, the ability to generalize, and sound mental models.

Peterson designed ST Math as a sequence of challenging games that require students to develop and test hypotheses. The games are linked in a way that
promotes the ability to learn by doing and generalize from a developing schema.

Last year MIND Research Institute, an Orange County nonprofit, introduced ST Math for iPad. They redeveloped over 800 games for the touch screens. The
change took time but it wasn’t a stretch because the intuitive challenges are a natural on the touch screen. “It’s like touch finally caught up with us,”
said Andrew Coulson, president of the Education Division at MIND.

ST Math uses a simple premise--move JiJi the penguin across the screen. The challenges get increasingly difficult as students build their understanding of
how math works.

With a couple of 45-minute sessions a week, it produces great results. In over 1700 schools serving a half a million students, ST Math consistently boosts
the percentage of students achieving math proficiency.

ST Math is a supplemental approach to K-8 math, but the MIND Research team is hard at work at a revolutionary core algebra product.

“We can get all students to generalize.” said Peterson. He thinks there is a good chance to engineer pathways that dramatically increase the percentage of
students proficient in math--and do it in this decade.

He also believes the concept of “schema is important to Common Core State Standards,” noting their insistence on fewer concepts and deeper learning.
Peterson is taking his deep appreciation for how children learn to the challenge of preparing more students to be college and career ready.

For more on Peterson and ST Math, see this Psychology Today profile.

If you want to do some schema skimming, here are a few references:


  • Anderson, Richard C. 1984. “Role of the Reader’s Schema in Comprehension, Learning, and Memory.” In Learning to Read in American Schools: Basal Readers and Content Texts, ed. Richard C. Anderson, Jean Osborn, and Robert J. Tierney. Hillsdale, NJ: Erlbaum.
  • Brewer, William F. 1987. ''Schemas Versus Mental Models in Human Memory.’' In Modeling Cognition, ed. Peter Morris. Chichester, Eng.: Wiley.
  • Brewer, William F. 2000. ''Bartlett’s Concept of the Schema and Its Impact on Theories of Knowledge Representation in Contemporary Cognitive Psychology.’' In Bartlett, Culture and Cognition, ed. Akiko Saito. Hove, Eng.: Psychology Press.

The opinions expressed in Vander Ark on Innovation are strictly those of the author(s) and do not reflect the opinions or endorsement of Editorial Projects in Education, or any of its publications.

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