Why This Framework Exists

Open educational resources are often produced outside of the classroom as finished, static materials. While these resources are valuable, this model overlooks the fact that classrooms already generate rich, situated knowledge through discussion, peer teaching, critique, and shared problem-solving. Much of this intellectual labor is ephemeral—spoken, gestural, or informal—and disappears once the class session ends.

At the same time, instructors repeatedly recreate supporting materials such as explanations, examples, transcripts, and accessibility accommodations in isolation. This duplication of effort limits scalability and slows the circulation of effective teaching practices.

The Classroom OER Engine exists to address these gaps by treating classroom activity itself as a primary source of OER. By intentionally capturing and structuring in-class discourse, workflows, and reflections, the framework shifts OER creation from a separate authoring task into an integrated part of teaching and learning. The result is a model that values lived pedagogical practice, supports accessibility by default, and allows knowledge to accumulate and evolve over time.

The Engine (Conceptual Overview)

The Classroom OER Engine operates as a cyclical process that integrates teaching, documentation, and publication into a single system. Rather than treating content creation as a separate task performed before or after instruction, the framework embeds OER generation directly within the rhythm of the course.

The process begins with pre-class preparation, where learners engage with existing materials and arrive with shared context. Class time is then dedicated to peer teaching, discussion, critique, and workflow sharing, shifting the emphasis from content delivery to sense-making and application. These interactions represent the highest-value intellectual work of the course.

During class, this activity is intentionally captured through audio or video recording in a way that is ambient rather than performative. The goal is not polished production, but faithful documentation of how ideas are explained, challenged, and refined in real time. This captured material becomes the raw input for the engine.

Following the session, recordings are transcribed and synthesized to produce accessible text-based representations of the discussion. Key ideas, patterns, and explanations are distilled through reflection and summarization, preserving the structure of the conversation while making it usable beyond the original context.

Finally, the resulting artifacts—transcripts, summaries, diagrams, and recordings—are published as open educational resources. These resources can be reused by future students, adapted by other educators, and iteratively improved through continued classroom use. Each cycle strengthens the system, allowing pedagogical knowledge to accumulate rather than reset each term.

Pedagogical Foundations

The Classroom OER Engine is grounded in constructivist and social learning theories that position knowledge as something built through interaction, dialogue, and shared practice rather than transmitted unidirectionally from instructor to student. Learning is understood as an active process in which meaning emerges through explanation, negotiation, and reflection within a community.

The framework draws on principles of the flipped classroom, where foundational content is encountered before class in order to reserve in-class time for application, discussion, and peer instruction. This shift reframes class meetings as spaces for collective sense-making rather than content delivery, increasing the pedagogical value of time spent together.

Peer teaching and critique play a central role in the engine. Explaining ideas to others, articulating workflows, and responding to questions make tacit knowledge visible and support deeper understanding for both the speaker and the listener. By capturing these exchanges, the framework preserves forms of learning that are typically transient and undocumented.

The Classroom OER Engine also aligns with universal design for learning (UDL) by generating multiple representations of course content through audio, text, visual diagrams, and summaries. Transcription and synthesis are not treated as add-ons, but as integral components of the learning process that improve accessibility and support diverse learners.

Finally, the framework reflects an action research orientation in which teaching practices are continuously observed, documented, and refined. Each implementation serves as both instruction and inquiry, allowing pedagogical knowledge to evolve through iterative cycles of practice, reflection, and revision.

Scope and Intent

The Classroom OER Engine is intended as a framework for documenting and sharing pedagogical practice, not as a system for evaluating individuals or automating instruction. Its purpose is to support learning, reflection, and accessibility by capturing how ideas are developed and communicated in authentic classroom settings.

The framework does not position recording or transcription as mechanisms of surveillance. Participation is contextual, transparent, and aligned with established ethical standards for teaching and research. The focus remains on collective knowledge production rather than individual performance, and the use of captured material is guided by consent, care, and pedagogical intent.

The Classroom OER Engine is also not designed to replace instructors, reduce teaching to content generation, or outsource pedagogical judgment to automated systems. While transcription and summarization technologies may be used to support synthesis and accessibility, instructional decisions remain human-centered and context-dependent.

Finally, this framework does not prescribe a single technical configuration or institutional model. It is intentionally flexible, allowing educators to adapt its principles to different disciplines, class sizes, modalities, and resource constraints. The intent is not standardization, but repeatable structure—a way to support meaningful teaching, shared inquiry, and the ongoing creation of open educational resources within the realities of contemporary classrooms.

Related Implementations

The Classroom OER Engine is designed to be explored through iterative classroom implementations that function as action research rather than fixed demonstrations. Future implementations will examine how the framework operates across different instructional contexts, course structures, and technological configurations.

These planned implementations will focus on documenting authentic classroom activity, including flipped course workflows, peer-led instruction, critique sessions, and collaborative problem-solving. Particular attention will be given to how in-class discourse can be captured, transcribed, synthesized, and transformed into accessible open educational resources.

Each implementation will be documented as a discrete case study, including recordings, transcripts, summaries, and reflective analysis. These case studies will be published as individual entries linked from this page, allowing the framework to evolve through evidence, iteration, and critical reflection over time.

As implementations are completed and documented, they will be surfaced here to illustrate how the Classroom OER Engine adapts to real-world teaching environments and to support ongoing inquiry into OER-centered pedagogical practice.