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LLMs, Embeddings, Context Injection, and Next Generation OER

Iterating Toward Openness

This is what large language models (LLMs) like ChatGPT are doing to OER. Next generation OER will not be open textbooks that were created faster or more efficiently because LLMs wrote first drafts in minutes. That’s current generation OER simply made more efficiently.

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On the Relationship Between Adopting OER and Improving Student Outcomes

Iterating Toward Openness

This article started out with my being bothered by the fact that ‘OER adoption reliably saves students money but does not reliably improve their outcomes.’ ’ For many years OER advocates have told faculty, “When you adopt OER your students save money and get the same or better outcomes!”

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Pervasive Threats to Validity in the OER Adoption Research; or, Three Questions to Ask When You Read OER Adoption Research

Iterating Toward Openness

As I’ve been (re-)reading OER adoption research through a more critical lens I’m seeing a recurring pattern of significant threats to validity in the designs of studies purporting to measure the impact of OER adoption on student outcomes. Many research studies fail to address the way instructors end up using OER.

OER 117
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Why This Professor Believes OER Can Make STEM More Inclusive and Affordable

Edsurge

For some folks in higher ed, the very idea of using open educational resources (OER) sparks dread. The right OER provides professors opportunities to teach the latest research and even make areas like math and science more inclusive. EdSurge: Why are you such a proponent of OER in higher ed? Here’s how I look at it.

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Some Thoughts about OER Research

Iterating Toward Openness

Student: I’ll study whether students learn better with OER than with traditional course materials! ” In other words, when you read OER research that shows a difference in student learning, look harder – there’s likely more going on than just a change in materials. Me: Let’s hear it!

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Educators Like Their Curricula More When the Training Is Good, Survey Finds

Edsurge

It depends—mostly on the training they received. It considered all adoption types, from traditional publishers, to local curriculum creation, to open educational resources (OER). This holds true across all curriculum types: OER, small publishers, large publishers and home-grown materials. to enact emergency distance learning.)

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Thoughts on Continuous Improvement and OER

Iterating Toward Openness

Recently I’ve been doing both more thinking and more roll-up-your-sleeves working on continuous improvement of OER. Few have formal training in teaching or learning. Below I’m cross-posting two short pieces on this topic I recently published on Lumen’s site ( here and here ). Beginning the cycle again.

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