The Scholar's Desk
Teaching Finance to Students Who Fear Numbers
Most students who struggle with finance are not bad at mathematics. They are frightened of being seen being wrong. That changes how I teach.

Most students who tell me they are bad at finance are not bad at mathematics. They are frightened of being seen getting something wrong in front of thirty people, and fear looks exactly like inability from the front of a room.
Start with the decision, not the formula
A formula introduced before its purpose is just notation to be memorised. I begin with a decision a real person has to make, let the class argue about it, and then introduce the formula as the tool that settles the argument.
Make being wrong cheap
- Answers written down before anyone speaks aloud.
- Wrong answers worked through publicly by me, not by the student.
- Every worked example includes one deliberate mistake we find together.
Once mistakes stop carrying social cost, participation rises within about two weeks.
Confidence in a classroom is built by the teacher's reaction to a wrong answer.
Sequence carefully
Finance builds. A student lost in week three cannot follow week seven, no matter how well week seven is taught. I now spend the first ten minutes of every class rebuilding the bridge from the last one, which feels slow and saves the semester.
Words before symbols
I ask students to explain the concept in ordinary language before writing anything. If they can say what net present value is doing to money over time, the algebra becomes bookkeeping.
Who this matters for most
The quiet students at the back, usually women, usually convinced everyone else understands. They are the reason I keep the room safe for imperfect answers, and they are usually the ones who improve most.
Invite Ashvini for a guest lecture
Get in touchKeep reading

The Scholar's Desk
Finishing a PhD in Finance While Competing
A doctorate is a long, unglamorous act of endurance. Doing one alongside a pageant year taught me things about attention that no methodology chapter did.
12 May 2026 · 1 min
The Scholar's Desk
How I Write When I Have No Time
Academic writing rarely fails for lack of ideas. It fails for lack of a system that survives a bad week. Here is mine.
19 May 2026 · 1 min
The Scholar's Desk
What a Week at Harvard Taught Me
A week in a room full of people more accomplished than me was less intimidating and more useful than I expected. What I brought home.
2 June 2026 · 1 min