How to Improve Learning Experiences with EdTech Tools

Two hundred students. One course. And each one expects, and deserves, personalized feedback. At the University of Passau, teacher education faculty faced this challenge. Imagine reviewing 3,000 reflective entries in a single semester. Without help, it’s an impossible task. Their solution? KI-Folio, an e-portfolio platform enhanced with generative AI. Students write reflections on their learning and experiences; the AI offers instant, tailored suggestions. Later, teachers step in with human nuance, context, and empathy. The result: faster feedback cycles, deeper critical thinking, and no compromise on quality. This week, in EdTech Research Insights, we dive into this case study: > How AI + human feedback can scale personalization without losing pedagogical depth > Lessons from the first deployments > A practical checklist to launch your own AI-supported e-portfolio What’s your take — can AI truly amplify rather than replace formative feedback? 📩 Read a real case study in the latest edition of the Edtech Research Insights newsletter (link in comments)

Ever watch your learners' engagement gradually fade in a digital experience, despite compelling content? It’s a common frustration, but often the solution lies in a fundamental human need: a true sense of control. That feeling hit me yesterday on a long bike ride around the island I live on, gazing across the bay at San Francisco in the distance. That expansive view, with its implied freedom to choose any path towards that distant goal, powerfully mirrors the allure of well-designed exploratory experiences. It’s this spirit of exploration and self-directed discovery that games like the recent Zelda titles capture so brilliantly. As I explored in a previous article for UX of EdTech on how games create deep flow (link in comments), a key is empowering users: "Instead of the game dictating where you go and what you do, it offers a vast, interactive world and the tools to explore it freely... empower[ing] you to define your own goals, experiment with solutions, and ultimately control your own adventure." This principle is deeply rooted in motivational psychology. Self-Determination Theory, for instance, highlights that fostering a sense of autonomy (or control) is critical for intrinsic motivation and deep engagement. When individuals feel they have meaningful choices and can direct their own path, their persistence and mastery skyrocket. For EdTech and learning platforms, this means designing experiences that provide learners with genuine options to exercise autonomy – perhaps through choices in learning methods, tools, resources, or allowing them to set their own pace and goals. It’s about shifting from dictating a path to providing a landscape for supported discovery. How are you empowering your users with a sense of control? What does their adventure look like? #UserEngagement #EdTech #LearningDesign

This student is using OpenAI's GPT-4o to get real-time personalized audio explanations. He's speaking into an iPad to have this advanced AI tutor instantly break down complex topics. What AI can do is quite amazing. Do you think this is a glimpse into EdTech's future potential? Lecturing could be done differently, allowing educators to focus on facilitating rich discussions and applied learning. At the same time, AI reinforces core concepts through interactive practice. ➔ Or students mastering subjects at their own pace by simply asking GPT-4 for guided walkthroughs. ➔ The ability to personalize learning and provide on-demand tutoring at a massive scale is staring us in the face. But like any transformative technology, AI in education has some serious pros and cons. On the plus side, it could considerably enhance learning accessibility and quality. Supplementing human instruction with 24/7 virtual tutors could help bridge gaps where expertise or resources are limited. And honestly, routine knowledge transfer may be better suited for AI to free up educators to cultivate higher-order skills. The downsides, however, can't be ignored. There are huge hurdles around cost and equitable access to the required tech and internet infrastructure. A lack of human input could also hamper critical thinking development. We must also be vigilant about AI perpetuating societal biases through the data it's trained on. Ultimately, I believe EdTech like GPT-4 is too powerful an opportunity to ignore—but it would have to be implemented smartly with plenty of guard rails. We have a real opportunity to create a future of learning that allows greater access, more meaningful interactions between faculty and students, and a more efficient delivery model. However, we need to thoughtfully augment human expertise and pedagogy, not hand over learning to AI.

💡 Louisa Rosenheck writes: As the demand grows for #edtech solutions that are responsive to the needs of #neurodiverse students, #inclusive learning design offers a powerful way to deliver better experiences for all learners. Edtech solutions are inclusive for neurodiverse learners when: 1. They are open to multiple modes of expression. When a solution offers multiple ways students can express themselves—such as writing, drawing or verbal communication—it allows learners to express themselves in ways that work best for them. 2. They invite many ways of getting a question “right.” Programs and apps can go beyond setting one correct answer for each question and instead create an open-ended experience that encourages students to explore, experiment, ideate and share their creativity with others. 3. They allow flexibility in time.  Inclusive edtech solutions can allow educators to adjust or remove time limits. 4. They reduce sensory overload. Inclusive edtech solutions should let users reduce visual clutter and adjust sound levels, as well as break down a given task into smaller steps and allow learners to focus on one step at a time. 5. They celebrate everyone’s strengths and ways of thinking. An inclusive learning experience may allow for multiple different success criteria, thereby recognizing that different ways of thinking each have merit. 6. They provide multiple ways to engage with the activity. By offering a variety of ways students can engage with the experience—for example, through both independent and collaborative tasks—more students can find something in the experience that resonates with them. The goal of inclusive learning is not to create separate solutions for #neurodivergent and neurotypical learners but rather to develop solutions that can foster richer learning experiences for everyone. The Universal Design for Learning framework, which emphasizes multiple means of engagement, representation, action and expression to develop expert learners, is another useful tool in determining the inclusivity of an edtech solution. Inclusive design is crucial when considering how best to create positive learning experiences for learners of all types. When evaluating edtech solutions, administrators and educators should try to see the design of potential options through the lens of #inclusivity, because this aligns with what we know about making learning better for everyone. The design elements we’ve mentioned, which emphasize flexibility and customizability, lead to more open-ended learning experiences and higher-order thinking—which benefits not only neurodivergent learners but all learners. #accessibility #DisabilityInclusion #DisabilityServices #UniversalDesign Joan Green Kirsten Behling #neurodiversity

Designing inclusive learning scaffolds with digital tools isn’t an add-on — it’s essential. When aligned with Universal Design for Learning (UDL), digital scaffolds can remove barriers and give every learner meaningful access to content. When creating digital scaffolds, try to: ✨ Add text instructions that remind students they can use built-in iPad tools like Speak Selection or Translate ✨ Provide audio directions so pupils can replay instructions ✨ Include clickable word banks or further reading links ✨ Use consistent visual icons to signal support ✨ Offer placeholders for written or audio responses ✨ Add alt text so images can be read aloud Inclusive design isn’t about lowering challenge — it’s about increasing access. #UDL #InclusiveEducation #EdTech #Accessibility

Teachers often look for fresh ways to keep students engaged while still checking understanding. Video quizzes bring those two goals together. A video quiz can turn review sessions into active learning, support flipped classrooms, and even provide differentiated instruction by tailoring questions to different skill levels. I put this visual together to highlight practical ways to use video quizzes in your teaching, along with tools that make it possible. A few standouts: 1. Edpuzzle for adding quizzes, annotations, and voiceovers to any video. 2. Drimify for gamified quizzes and interactive storytelling. 3. Pictory for turning text-based content into videos with quiz features. 4. VEED and FlexClip for editing videos and layering in interactive questions. 5. Canva Quiz Maker for polished, customizable quiz templates. Video quizzes work well when you want to: 1. Introduce a new topic in a more engaging way 2. Reinforce key points after a lesson 3. Assign pre-class work in a flipped learning model 4. Run quick comprehension checks in real time These tools save time on prep while giving students a more interactive experience with the material. #EdTech #TeachingTips #VideoQuizzes #EducatorsTechnology

Empowering Classrooms with AI: Infographics & Comic Strips for Engaged Learning  Following ChatGPT’s image generation capabilities and inspiration from Murtaza Sinnarwala’s post https://lnkd.in/eeceJKPK I decided to explore how educators can integrate infographics and comic strips into their teaching strategies to enhance learning experiences. I started by using a knowledge organiser aimed at parents and prompted ChatGPT with: "Create an infographic for students aged 8-10 years old about the Titanic. Include images for key vocabulary, a timeline of events, two key figures, and any children's books linked to the Titanic." The result? A visually engaging infographic tailored for young learners! It included colourful visuals and simplified information to captivate students' attention. Next, I took it further: "Using all this information, create a comic strip of 10 images for the timeline of events for the Titanic." The comic strip brought history to life, showcasing major events through storytelling and visuals—perfect for visual learners and fostering creativity in the classroom! Why Infographics & Comics Work in Education: Infographics: Simplify complex topics into digestible visuals. Enhance knowledge retention through charts, timelines, and images. Cater to diverse learning styles—especially visual learners. Comics: Engage students with relatable narratives and illustrations. Promote creativity and critical thinking through storytelling. Help reluctant readers connect with educational content in a fun way. How Teachers Can Use These Tools: 1️⃣ Create infographics to explain processes, timelines, or comparisons. 2️⃣ Use comic strips to narrate historical events or visualize scientific concepts. 3️⃣ Encourage students to create their own comics or infographics as interactive projects. With tools like ChatGPT, Canva, or specialised platforms educators can easily craft these materials without advanced design skills. This has huge potential in the classroom for both teachers and pupils - with simple prompting teachers can create specific materials for any subject/topic they are teaching. #AIinEducation #CreativeClassrooms #VisualLearning #EdTech #Infographics #ComicStrips #TeachingTools 🎨📖🎭

Key lessons from EdTech companies doing AI well: 1. Obsess over prompt engineering specifically for education use cases. Generic prompts don't cut it. 2. Think beyond content generation. Focus on creating truly adaptive learning pathways. 3. Implement sophisticated RAG architectures to ensure accuracy and curriculum alignment. 4. Leverage multimodal capabilities for deeper learning insights. 5. Build comprehensive intelligence layers rather than isolated features. Most EdTech companies are still stuck in the "AI chatbot" phase while the leaders are building sophisticated AI orchestration layers that seamlessly blend instruction, assessment, and intervention. Want to level up your AI strategy? Stop thinking about AI as a feature. Start thinking about it as an intelligence layer that transforms every aspect of the learning experience. The future belongs to those who can orchestrate AI to create truly personalized learning journeys. #EdTech #AI #GenAI #FutureOfLearning #LearningInnovation #PromptEngineering #RAG

The “AI Train” has left the station… The tools #teachers have at their disposal are no longer just about delivering information, but about understanding how students learn. Discovery Education’s recent updates—integrating DreamBox Learning, with its built-in AI capabilities, highlight a growing trend in EdTech. At its core, this shift is about personalization. The buzzword isn’t new, but the means of achieving it have evolved. Now, thanks to advances in #AIinEducation, we’re closer than ever to tailoring instruction in real time, while identifying gaps in understanding, adjusting lesson pacing, and providing targeted practice that resonates with each student’s unique learning journey. It’s not just about throwing more tech at the classroom; it’s about using technology intelligently to serve each learner in a meaningful way. But the reality is, #personalization isn’t a luxury; it’s an opportunity—and one we can no longer afford to ignore. Think about this: if we’re not actively engaging with these tools, we’re not just resisting technology; we’re resisting the future of teaching and learning. It’s time to shift our mindset from “Why should we change?” to “What’s stopping us from trying?” Teachers don’t need to be #AI experts to start making strides. Sometimes, it’s as simple as piloting a new adaptive math program, exploring data analytics dashboards that highlight student progress, or using AI-powered feedback tools to provide quicker, more tailored responses to students. Over time, these small steps lead to big changes in how we think about #instruction, #assessment, and #studentengagement. The question is no longer if AI will become a part of #education, but how we’ll integrate it in ways that serve students, empower teachers, and reimagine what’s possible in the classroom. It’s not about technology replacing educators.It’s about equipping educators with the best tools to do what they do best: teach, inspire, and guide. I imagine a world where I teach a lesson briefly, let my students interact and do projects with it, then if they still don’t understand it, they have a session with a previously-built chatbot about the specific topic and subject. It would personalize and explain concepts in analogies and things students are interested in. This could lead to so much more understanding from our students. With tools like those Discovery Education Education and many others are bringing to the table, we’re beginning to answer that question. The challenge now is for all of us—administrators, teachers, and #EdTech developers—to lean in and lead the way.

👀 How to Spot Quality EdTech in a Sea of Noise #Edtech is booming, but not all tools are created equal. For every genuinely transformative product, there are a dozen flashy, overly complicated ones that end up collecting dust. So how do you separate the real game-changers from the gimmicks? Here’s what to look for when evaluating edtech tools: 1️⃣ Does It Solve a Real Problem? Great edtech tools address specific pain points for teachers or students. They’re not just “nice to have”; they’re essential. If it doesn’t make teaching easier, learning better, or workflows smoother, it’s not worth your time. Ask yourself: • What problem does this solve? • Will this tool actually reduce my workload or amplify my impact? 2️⃣ Data That Drives Action, Not Overwhelm Dashboards and reports are great... if they’re actionable. Teachers don’t need more numbers—they need clear insights they can use right now. Look for tools that: ✔️ Simplify data into meaningful, real-time insights. ✔️ Empower teachers to adjust lessons and support students effectively. If the data doesn’t lead to better outcomes, it’s just noise. 3️⃣ Built for Students, Not Just Systems Quality edtech doesn’t forget its ultimate purpose: helping students succeed. Here’s what student-centered design looks like: 🌟 Personalized learning paths that adapt to each student’s needs. 🌟 Engaging features that enhance focus, not distract from it. 🌟 Practical skills students can apply beyond the classroom. Tools that prioritize compliance over connection often miss the mark. 4️⃣ Seamless Integration Is Non-Negotiable No one has time for clunky tech that adds more work. A great edtech tool should: 🔗 Work seamlessly with existing systems (gradebooks, LMS, etc.). ⏱️ Save time, not create new workflows. 💡 Be so intuitive that training becomes optional. If it requires a 3-hour training just to get started, it’s probably a red flag. 5️⃣ Don’t Fall for the Shiny Object Syndrome It’s easy to be dazzled by flashy features or sleek designs, but substance matters more than style. Ask tough questions: ✔️ What’s the long-term value for teachers and students? ✔️ Are the “cool” features masking deeper usability issues? ✔️ Does it genuinely improve teaching and learning—or just look good in a demo? The best tools aren’t about looking innovative—𝘁𝗵𝗲𝘆’𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗶𝗻𝗴 𝗿𝗲𝘀𝘂𝗹𝘁𝘀. When I was a classroom teacher, I saw firsthand how poorly chosen tools could derail efforts to support students. From convoluted assessment scanners to overly complicated grading systems, we wasted time and energy on tech that didn’t move the needle. We don’t have time for that anymore. Teachers and students deserve better. What do you think makes an edtech tool truly valuable? Let’s discuss. 👇