Mathematics

Is It Bad to Memorize All Those Algorithms in Math?

By Jennifer Vilcarino — June 03, 2025 5 min read
A seventh grade student writes on the whiteboard in class in M-Cubed Academy at Community Lab School in Charlottesville, Va., on June 21, 2023.
  • Save to favorites
  • Print

When it comes to teaching math, a debate has persisted for decades: How, and to what degree, should algorithms be a focus of learning math?

The step-by-step procedures are among the most debated topics in math education, and are in some ways at the very heart of the instructional disagreements known as the “math wars.” Some educators feel that students tend to learn the algorithms by rote memorization, rather than really understanding what they represent—even as other researchers insist that learning these steps isn’t anathema to having a strong understanding of key math concepts.

Now, that issue is coming up again with the release of a new book.

Pamela Weber Harris, a former high school math teacher contends in a new volume, Developing Mathematical Reasoning: Avoiding the Trap of Algorithms, that too many classrooms focus too much on memorization. Students and teachers should approach mathematics more focused on reasoning and less on memorization, she argues.

“An algorithm is that generalized procedure that really is kind of opaque. It’s kind of hard to see why it works. The meaning is kind of behind the scenes,” Harris said. “You do a bunch of steps, you’re not even really sure what happened, but voila, all of a sudden you have an answer.

Researchers in the math world argue that algorithms are a useful tool to help students learn math, but need to be coupled with a focus on conceptual understanding.

“The reason [students] do need to memorize math facts: They need to free up their minds to see the more interesting things about math,” said Bethany Rittle-Johnson, a professor of psychology and human development at Vanderbilt University in Tennessee, who has studied how students gain skills and learn key concepts in mathematics.

Is there a balance between the two perspectives?

What are algorithms? Do schools rely on them too much?

Algorithms are defined as the step-by-step procedures students learn to solve problems. Students learn a whole host of algorithms in the elementary grades, such as “regrouping” when adding or subtracting numbers, or the steps they take to solve long division.

But algorithms show up in more advanced topics, too, like the “FOIL” method learned in Algebra 1 for multiplying binomials, such as (x +2) * (3x - 6): You start by multiplying with the first terms, then the outer terms, then the inner terms, and finally the last terms.

The act of knowing algorithms plays an important role in procedural fluency—recognizing a problem, flexibly choosing a strategy to solve it, and executing it—but it is often confused with memorization, said Latrenda Knighten, the president of the National Council of Teachers of Mathematics.

Knighten differentiated algorithms from memorization by their use. Algorithms allow students to solve problems efficiently, and practicing them ultimately leads to knowing them by heart. But that shouldn’t mean they don’t have a strong grasp of the mathematics underlying the steps.

“Students will memorize something just from over time, but at the same time, they still need to be able to understand what those things mean,” said Knighten.

See Also

A teacher reads a story to her prekindergarten students at UCLA Community School.
A teacher reads a story to her prekindergarten students at UCLA Community School.
Allison Shelley/EDUimages

For Harris, too many schools lean into the steps without the conceptual backing.

"[This is how] we teach kids,” she said: “Hey, in order to solve an addition problem, you’re going to line numbers up and you’re going to add the smallest digits first and then the next ones, and you might have to carry over some stuff or regroup.”

Harris gave the example of 99 plus 67, which she says students would “dutifully” follow the specific procedure.

But students who have a broader sense of how numbers work can use a simpler method. They could pull one number from 67 into the 99 and then add simply 100 and 66, she pointed out.

“We can do that with all mathematics. That’s how mathematics was created—it was mathematicians using those relationships,” Harris said.

And people who understand relationships between numbers can then develop strategies.

“You’re involved in the relationships, the magnitudes, that means the size of numbers. But the whole time you’re involved in the structures, the whole time you’re reasoning logically,” Harris said.

“If I’m a teacher, however, who’s never done that kind of mental action, I might hear what I’m suggesting as, ‘Oh OK, here’s another method I need to tell kids how to do.’ In other words, they turn it into memorizing steps and mimicking procedures,” she said. “What we don’t need is to practice algorithms over and over and over, because what that gets us is maybe good at those algorithms. ... In reality, doing math means doing the mental actions that mathematicians do.”

Recognizing patterns and regularities helps develop conceptual understanding

For Rittle-Johnson, who has studied the relationship between conceptual and procedural understanding in math, the two goals can actually build on one another—rather than working at cross purposes.

One way to intertwine the ideas: To have students think about how algorithms are a representation of patterns and rules that they can learn to recognize.

“Students should really be generating explanations, trying to make sense of things, and [looking for patterns is] just a set of instructional methods and tools that, in general, can support and connect procedural fluency and conceptual understanding,” said Rittle-Johnson.

One way Harris likes to do this is through an instructional routine called problem strings, an idea that comes from the Netherlands.

See Also

A child jumps from one block to another. progressing through Math.
Eglė Plytnikaitė for Education Week

“It’s a structured series of problems that basically high doses kids with those patterns,” Harris said. “Mathematicians could get a low dose of patterns, put them together and kind of create some math. Most of us need a higher dose of those patterns. ... For example, we did 99 plus 67, how could you do something like 49 plus 37? Could you think about 37 plus 50 and then back up one?

“It’s those kinds of generalizations that not only get us the strategy that we call adding over—add too much and adjust back—but it also gets us place value and rounding. All of that keeps kids in reasoning land.”

Related Tags:

Stephen Sawchuk, Assistant Managing Editor contributed to this article.

Events

School & District Management Webinar Squeeze More Learning Time Out of the School Day
Learn how to increase learning time for your students by identifying and minimizing classroom disruptions.
This content is provided by our sponsor. It is not written by and does not necessarily reflect the views of Education Week's editorial staff.
Sponsor
Reading & Literacy Webinar
Improve Reading Comprehension: Three Tools for Working Memory Challenges
Discover three working memory workarounds to help your students improve reading comprehension and empower them on their reading journey.
Content provided by Solution Tree
Recruitment & Retention Webinar EdRecruiter 2026 Survey Results: How School Districts are Finding and Keeping Talent
Discover the latest K-12 hiring trends from EdWeek’s nationwide survey of job seekers and district HR professionals.

EdWeek Top School Jobs

Teacher Jobs
Search over ten thousand teaching jobs nationwide — elementary, middle, high school and more.
View Jobs
Principal Jobs
Find hundreds of jobs for principals, assistant principals, and other school leadership roles.
View Jobs
Administrator Jobs
Over a thousand district-level jobs: superintendents, directors, more.
View Jobs
Support Staff Jobs
Search thousands of jobs, from paraprofessionals to counselors and more.
View Jobs

Read Next

Mathematics High-Achieving Black and Latino Students Are Often Shut Out of Algebra 1
Middle schoolers' access to the course is stratified along racial, socioeconomic, and regional lines, new research finds.
3 min read
Logan Jeffiers teaches an eighth grade pre-algebra class on April 28, 2023, at Medlin Middle School in Trophy Club, Texas.
Logan Jeffiers teaches an eighth grade prealgebra class on April 28, 2023, at Medlin Middle School in Trophy Club, Texas. New data confirm that even when they have similar academic marks as their white peers, Black and Latino students tend to have less access to the gatekeeping course of Algebra 1.
Amanda McCoy/Fort Worth Star-Telegram via TNS
Mathematics Opinion Want Students to Gain Math Confidence? Celebrate Their Mistakes
A veteran educator shares six ways student errors can reshape how math is taught and experienced.
Wendy W. Amato
5 min read
A group of students leaps from x's and math symbols. Learning from their math mistakes.
Vanessa Solis/Education Week + Getty Images
Mathematics Spotlight Spotlight on Building Foundational Math Skills and Beyond
This Spotlight will provide insights on helping students build foundational math skills.
Mathematics Spotlight Spotlight on Teaching Tools to Make the Math Journey Easier
Students need to see math as useful and doable. This Spotlight focuses on giving teachers tools to help in that journey.