Esma Ozer
esmaozer.bsky.social
Esma Ozer
@esmaozer.bsky.social
PhD Student
@PennStateEcon
economics of best of both worlds: experiments + structural modeling; education, human capital.

https://esmaozer.github.io
To understand these patterns—especially the gender gap—we estimate a structural model of how students approach multiple-choice questions. Students receive noisy signals for each option. If no option stands out enough, they skip. Skipping is shaped by confidence and risk aversion.
April 14, 2025 at 3:54 PM
The results? Three big takeaways:

1. More time = higher scores & less skipping (unsurprising)
2. Effects are concentrated in “within reach” questions—low performers gain on easy Qs, high performers on hard Qs
3. Score gains are larger for males, driven by greater reductions in skipping. 🤔
April 14, 2025 at 3:53 PM
Time-constrained choices are everywhere—exams, contests, tasks at work. But how much do time limits really matter?

This project began as my third-year paper—and my first time running an experiment. It's now an NBER WP joint with Kala Krishna & Pelin Akyol. 🧵
April 14, 2025 at 3:52 PM
it looks like structural econ people have trained gpt4 well.
April 3, 2025 at 3:41 AM
I wrote about how you can streamline your workflow using VS Code—check it out here: esmaozer.github.io/resources/al...
February 15, 2025 at 9:03 PM