What I’m learning, what I’m teaching, and what I’m learning about teaching
Content Representations (CoRes) as a Tool for Pedagogical Reasoning
Working with pre-service teachers, Loughran et al. (2004) wanted to develop a tool that would help students of teaching develop this practice of pedagogical reasoning. They hypothesized that a tool that would force teachers to engage in pedagogical reasoning would facilitate both the enactment of teacher PCK, and the development of it. Through various empirical studies, Loughran et al. (2004) developed a tool that they referred to as “Content Representations,” which they named “CoRes” for short. CoRes has since been used by other researchers as a tool for both for measuring PCK, and for developing it, both in pre-service and in-service teachers.
I’m currently conducting some case study research with several secondary teachers, exploring the value of a particular model for developing teacher PCK. I’m using the CoRes tool as part of the model. In an effort to gain more experience with the tool myself, I recently worked through it with a common topic of a high school introductory economics course. It’s worth noting upfront that, though I’ve ended up teaching economics, I studied very little economics in university. Therefore, if I have any readers who are true economists, I hope you’ll forgive any spots in my example that betray my lack of academic economics background.
ChatGPT for Teachers: The Risk of Off-Loading Pedagogical Reasoning
I have concerns about the accelerating roll-out of generative AI systems in education. Many of these concerns relate to uncritical student use of AI tools, but I’m also skeptical about the implications of these tools for teachers.
This week, Open AI released ChatGPT for Teachers. According to Open AI, ChatGPT for Teachers is built upon ChatGPT 5.1 (the version available publicly through paid subscription), but specifically with teachers and school leaders in mind. It’s designed to work seamlessly with tools and software that teachers already use, facilitate collaboration with colleagues, and provide examples from other teachers. Supposedly, it’s built with teacher-specific tasks in mind, and is data privacy compliant with US FERPA rules for student data. I must confess upfront that I have not used it. It’s currently only available to verified K-12 teachers in the US (Open AI has rolled it out free for US-based K-12 teachers through June 2027). I will note that my paid subscription to ChatGPT has given me access to version 5.1 since it was released on Nov. 12 (and to version 5.0 before that). I will also note that I recently spent some time playing with Khanmigo’s AI teaching assistant for teachers, which is built upon the 4.0 version of the ChatGPT LLM system.
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