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Supporting Learning with AI-Generated Images: A Research-Backed Guide - MIT Sloan Teaching & Learning Technologies
Supporting Learning with AI-Generated Images: A Research-Backed Guide - MIT Sloan Teaching & Learning Technologies
Suggestions and examples for using AI-generated images in meaningful ways to support learning, without adding confusing or distracting images. Consider cognitive load and the purpose of your images.
A study by Sung and Mayer (2012) suggests that any graphic in a learning experience will fall into one of these three categories: Instructive images: These visuals directly support learning and facilitate essential cognitive processing of core concepts. For example, a diagram illustrating Porter’s Five Forces can help students better understand this business strategy framework. Decorative images: These graphics enhance aesthetics but don’t influence learning. For example, an image of a business handshake can be visually appealing but won’t support or obstruct students’ understanding of negotiation strategies. Distracting images: Sung and Mayer call this category “seductive” images. While these visuals may relate to the topic, they impede learning because they require extraneous cognitive processing. As an example, consider a complex organizational chart of a full corporation in a lesson on team leadership. The image connects broadly to the lesson but also highlights a lot of irrelevant details, distracting students from the key concepts.
·mitsloanedtech.mit.edu·
Supporting Learning with AI-Generated Images: A Research-Backed Guide - MIT Sloan Teaching & Learning Technologies
Delayed and Immediate Feedback in the Classroom: The Results Aren’t What Students Think!
Delayed and Immediate Feedback in the Classroom: The Results Aren’t What Students Think!
Megan Sumeracki summarizes research on delayed and immediate feedback on homework assignments. The "immediate" condition here means "immediately after the due date" rather than "immediately after completing the work." Students who received delayed feedback did about 1 grade level better on the exams. However, they felt that the delay either didn't help them or hurt their learning. Student perception of what helped them most didn't align with what actually worked.
Logically if we think about feedback as correcting errors, then it makes sense that we would want pretty immediate feedback. But if we think about feedback as another presentation of the information, then a space ought to improve learning.
·learningscientists.org·
Delayed and Immediate Feedback in the Classroom: The Results Aren’t What Students Think!
Using Google Notebook, Google Reader, and Firefox
Using Google Notebook, Google Reader, and Firefox
You can also limit who gets to view a notebook by selecting different email addresses. This could be beneficial in a classroom context, when a student just wants to share access to their notebook with a few partners and the teacher, but not the entire class or the world.
Overall, however, I am VERY impressed with the Google Notebook tool and the possibilities it presents! I think it has HUGE applications for educational research, particularly because it permits such easy harvesting of links, quotations, and images with the date and originating URL/website included in the notebook clipping.
·speedofcreativity.org·
Using Google Notebook, Google Reader, and Firefox
Educational Uses of Digital Storytelling
Educational Uses of Digital Storytelling
<a href="http://www.photobus.co.uk/" target="_blank"><strong>aniel Meadows</strong></a> defines digital stories as "short, personal multimedia tales told from the heart." The beauty of this form of digital expression, he maintains is that these stories can be created by people everywhere, on any subject, and shared electronically all over the world. Meadows goes on to describe digital stories as "multimedia sonnets from the people"
·coe.uh.edu·
Educational Uses of Digital Storytelling