Teachers' Noticing of Mathematical Argumentation in Coding-Infused STEM Lessons

Prospectus successfully defended, October 2025. Currently in the analytical phase, with fifth-grade pilot data as the primary focus.

The study examines what elementary teachers attend to, and how they interpret, student reasoning when mathematical argumentation is embedded inside coding-infused science and mathematics lessons. I am using an adapted four-component framework (Framing, Attending, Interpreting, Responding) developed from pilot analysis with three participating teachers.

The central finding emerging from pilot analysis is specific and consequential: teachers systematically experience coding and mathematics as sequential rather than integrated, which renders argumentation embedded in coding decisions largely invisible. The dissertation extends this finding across additional cases and refines the framework's binary assessment designations.

The work is advised by Dr. AnnMarie Conner and supported by National Science Foundation-funded research at the University of Georgia.

Three lines of inquiry.

Mathematics Education & Teacher Noticing

How teachers attend to, interpret, and respond to student thinking in integrated STEM contexts; the role of professional noticing frameworks in supporting equitable classroom discourse; situative perspectives on teacher learning.

Education Equity & Access

The social and institutional conditions under which underserved students access, persist in, and thrive in STEM education. Informed by grassroots work through the Aspire Uyiosa Achievers Foundation and sustained engagement with schools in Nigeria and the United States.

Argumentation & Integrated STEM

How mathematical reasoning develops inside coding-infused and cross-disciplinary STEM lessons; what teachers attend to, what they miss, and what instructional moves support rigorous student argumentation in these integrated settings.

Peer-reviewed work.

A selected list. For the complete record, see Google Scholar.

  • 2025

    Assessment of Mathematics Students' Knowledge and Attitude Towards Cloud Computing

    Ugiagbe, U. O., Elekofehinti, S. J., & Makinde, O. O. International Journal of Research and Scientific Innovation (IJRSI).

  • 2025

    Conference Proposal — PME-NA 2026

    Submitted to the PME-NA annual meeting. Paper under review.

  • 2025

    UGA College of Education Research Conference Presentation

    Presented findings from pilot analysis of elementary teachers' noticing in coding-infused STEM classrooms.

  • 2023

    Equity and EQUIP: Connecting Research to Practice

    Georgia Association of Mathematics Teacher Educators (GAMTE) Annual Conference. Three-year study with in-service and preservice teachers using EQUIP to support equitable mathematics instruction.

Full publication record on Google Scholar

Essays

Long-form thinking, beyond the peer review cycle.

Pillar essays that live here permanently; shorter, weekly pieces go out through The Academic Playbook newsletter.

Human Capital

The Talent Meridian Framework

A working paper on why ambitious professionals from emerging markets face asymmetric returns to effort, and how to design systems that correct the asymmetry.

In preparation
Education

Why Coding Is Not a Second Language of Math

On the integration problem in elementary STEM, and what teachers actually see when asked to notice argumentation inside computational tasks.

In preparation
Strategy

The Case for Winning Inside Academia

A counter-argument to the exit-from-academia discourse: why the strategic move for most PhD students is to win the game they are already in, on their own terms.

In preparation
Africa & Ambition

Nigeria as a Net Exporter of Thinkers

On the global intellectual diaspora and the institutional infrastructure required to make it generative for both origin and destination.

In preparation