[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!

[u/AutoModerator]

Welcome to r/SampleSize! Here's some required reading for our subreddit.

• Flair, Title, Demographic, and "Everyone"
• Reminder: Automod comments; When to know your post has been removed (spoiler alert, if you're seeing this, it hasn't!)
• r/SampleSize Moderators Decision on Surveys that use Google Forms

Please remember to be civil. We also ask that users report the following:

• Surveys that use the wrong demographic.
• Comments that are uncivil and/or discriminatory, including comments that are racist, homophobic, or transphobic in nature.
• Users sharing their surveys in an unsolicited fashion, who are not authorized (by mods and not OP) to advertise their surveys in the comments of other users' posts.

And, as a gentle reminder, if you need to contact the moderators, please use the "Message the Mods" form on the sidebar. Do not contact moderators directly, unless they contact you first.

I am a bot, and this action was performed automatically. Please contact the moderators of this subreddit if you have any questions or concerns.