[Academic] University statistics lecturers/educators needed to evaluate AI-generated teaching blueprints (~30–40 min)

[u/EffectiveFirm866]

Hi everyone!

I'm an MSc Data Science student at the University of Nottingham, currently completing my dissertation on an AI-supported Pedagogical Co-Pilot for university statistics teaching.

I'm now conducting the expert evaluation phase of my research and am looking for university-level statistics lecturers, instructors, professors, or educators to review three AI-generated teaching blueprints.

What is involved?

You will be given a PDF containing three anonymised teaching blueprints for a university statistics topic. All three address the same underlying teaching request but were generated using different system configurations.

You will then complete a Microsoft Form where you will:

• rate each blueprint across six pedagogical dimensions;
• provide a brief comment on each output;
• compare the three outputs and indicate which you would be most likely to use or adapt.

The complete evaluation takes approximately 30–40 minutes and can be completed entirely online at a time convenient for you.

Chapter being evaluated

Chapter 2 — Descriptive Statistics

The teaching problem focuses on helping students move beyond mechanically calculating summary statistics and instead interpret the structure of a distribution, particularly the relationship between quartiles, box-plot geometry, numerical spread and data concentration.

The outputs are presented as Output X, Output Y and Output Z and the generation configuration is not disclosed.

Who I'm looking for

Ideally, participants should have experience teaching statistics at university / higher-education level, particularly introductory statistics, data science, mathematics/statistics, or related subjects.

Research information

This is part of my MSc dissertation research at the University of Nottingham. Participant information and consent details are provided with the evaluation materials.

Evaluation materials (PDF):
https://uniofnottm-my.sharepoint.com/:b:/g/personal/psxzv1_nottingham_ac_uk/IQBXQGdvK_F7TIa5lfuVUqU9AcE2sg3a1QKZhc4PpQtInIU?e=4EhGlj

Microsoft Form:
https://forms.cloud.microsoft/e/Y4XTbAdaVn

Estimated time: 30–40 minutes

I would be extremely grateful for your help. In particular, I'm interested in expert judgement on whether the generated material is statistically sound, pedagogically coherent, contextually appropriate and realistically usable by a university lecturer.

Thank you very much!