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As a calculus instructor, one thing I’ve noticed year after year is that students don’t struggle with calculus because they’re incapable.

They struggle because calculus is often introduced as a list of procedures rather than as a way of thinking.

In many first-year courses, students quickly become focused on rules: differentiate this, integrate that, memorize formulas, repeat steps. And while procedural fluency is certainly part of learning mathematics, I’ve found that this approach can sometimes come at the cost of deeper understanding.

Students begin to feel that calculus is something to survive, rather than something to make sense of.

Research supports this concern when calculus becomes overly mechanical; students often miss the conceptual meaning behind the mathematics. That realization has pushed me to reflect more carefully on what I want students to take away from my class.

Over time, I’ve become increasingly interested in teaching approaches that emphasize mathematical thinking, not just computation.

Thinking Beyond Formulas

When I teach calculus, I want students to ask questions that go beyond getting the right answer:

  1. What does this derivative actually represent?
  2. How does the function behave when something changes?
  3. Why do certain patterns keep appearing again and again?


These kinds of questions are often where real learning begins.

In The Role of Maple Learn in Teaching and Learning Calculus Through Mathematical Thinking, mathematical thinking is described through three key processes:

  1. Specializing - exploring specific examples
  2. Conjecturing - noticing patterns and testing ideas
  3. Generalizing - extending those patterns into broader principles


This framework captures the kind of reasoning I hope students develop as they move through calculus.

What Helps Students See the Mathematics

One of the biggest challenges in teaching calculus is helping students see the mathematics, not just perform it.

It’s easy for students to get stuck in algebraic steps before they ever have the chance to build intuition. I’ve found that students learn more effectively when they can explore examples, visualize behavior, and experiment with ideas early on.

Sometimes that happens through discussion, sometimes through carefully chosen problems, and sometimes through interactive tools that allow students to test patterns quickly.

The goal isn’t to replace thinking it’s to support it.

A Meaningful Example

One activity highlighted in the study, Inflation and Time Travel, places exponential growth into a context students can relate to: wages and inflation.

When students adjust values, observe trends, and ask what happens over long periods of time, calculus becomes much more than an abstract requirement. It becomes a way of understanding real phenomena.

Activities like this remind students that mathematics is not just symbolic work on paper; it is a way of describing and interpreting the world.

Final Thoughts

For me, calculus is not meant to be a barrier course.

It’s meant to be a gateway into powerful ways of reasoning about change, structure, and patterns.

When students begin to specialize, make conjectures, and generalize ideas for themselves, they start to experience calculus as something meaningful, not just mechanical.

And as an instructor, that is exactly what I hope to cultivate in my classroom.

 

Featured Post

Mathy If one of our posts showed up in your social media feed recently, you may have found yourself staring at a giant maple leaf with feet and thinking, “Wait… who (or what) is that?” you’re not alone. 

Yes, that big, cheerful leaf you’ve been seeing is very real. 
And yes, they have a name. 

Meet Mathy. 

We officially introduced Mathy to the world a couple of weeks ago at JMM 2026 in Washington, DC, but their story actually started much earlier. 

Mathy was originally created by one of our developers, Marek Krzeminski, a few years ago as a fun internal character. Over time, they quietly became our in-office, local mathscot, popping up as mini 3D-printed Mathys around the office and even as a custom emoji someone created. 

Then, sometime last year, someone had what can only be described as a bold idea: 

What if we brought Mathy to life? 

And just like that, the giant maple leaf went from concept to costume. 

Mathy is fun, curious, and a little playful. That’s very intentional. That’s what math should feel like. 

We believe math matters. We also believe math should be approachable, joyful, and a place where curiosity is rewarded. Mathy reminds us, and hopefully others, that math doesn’t have to be intimidating. It can be fun, and it can inspire awe. 

I’ll be honest. When we decided to bring Mathy to JMM, I was a little nervous. Conferences are busy, serious places. Would people really want to interact with a seven-foot-tall maple leaf? 

As it turns out, yes. Very much yes. 

Researchers (from postdocs to seasoned academics), educators, and undergraduate and graduate students all stopped, smiled, laughed, and asked for photos. At one point, people were actually lining up to take pictures with Mathy.

Let’s just say: Mathy was a hit. 

How tall is Mathy? 
About 7 feet. They are hard to miss. 

What does Mathy love (besides math)? 
Dancing. Very much dancing. 
You can see for yourself here: Mathy's got moves!

Does Mathy talk? 
You bet they do. 

Now that Mathy has officially been introduced to the world, you’ll be seeing them more often on social media, at events, and in a few other fun places we’re cooking up. 

So if you spot a giant maple leaf dancing, waving, or talking math, now you know who they are. 

If you spot Mathy, don’t be shy, say hi. 

 



Equivalence symbol

Maple asked by Ronan 1396 February 15

Is it possible to catch this error?

Maple asked by djc 596 February 16

How to use Python in a worksheet?

Maple 2025 asked by tedh 50 February 16