Scroll & Stumble: How Short-Form Video Sparks Adult Learning and Skill Transfer
Have you ever found yourself mindlessly scrolling through social media, watching quick clips of someone baking sourdough, woodworking, or crafting, only to realize an hour later that you’re down a total rabbit hole?
That exact moment happened to me while doomscrolling TikTok. I stumbled upon a start-to-finish video of someone decoupaging a charger plate. I had zero experience with decoupage, but my curiosity was instant. Fast forward a bit, and I had a collection of decoupaged ceramic plates and coasters, extra money in my pocket from selling my pieces, and a genuine obsession with a craft I discovered completely by accident.
It got me thinking: What if we stopped treating social media scrolling as a guilty pleasure and started seeing it as a real educational tool?
For my Master’s capstone project, I wanted to figure out how adult hobbyists actually learn when left to their own devices. The result was the "Scroll & Stumble" model, which is a framework built on six interconnected learning theories that explain how casual video exposure translates into real-world skill transfer.
Here is the theoretical framework behind why bite-sized video content hits so differently for adult learners.
1. Andragogy: Adults Don't Learn Like Kids
Adult learners operate on an entirely different engine than children. Grounded in Malcolm Knowles’ theory of andragogy, adults are self-directed, intrinsically motivated, and fiercely protective of their time. We don't learn because a syllabus demands it; we learn to solve an immediate problem or satisfy a specific personal itch.
In the hobby world, learning is informal, highly practical, and self-motivated. We don't want to sit through twenty minutes of passive intro lectures before touching a paintbrush or tool. Adult crafters usually know what they want to make; they just need targeted, direct information to choose the right supplies, avoid rookie mistakes, and understand why a technique isn't working on a specific surface.
2. Connectivism: Knowledge Lives in the Network
Learning isn't about memorizing static textbook content anymore; it happens through connections. George Siemens’ theory of connectivism argues that in a hyper-digital world, knowledge is distributed across networks of people, platforms, and content.
Crafters live in these networks. They jump between TikTok feeds, YouTube channels, and Facebook groups to troubleshoot projects. In terms of connectivism, a 30-second video is just a single "node" in a massive web. One quick clip might not give you the whole picture, but as you scroll and encounter multiple nodes, your brain naturally connects the dots, fills in the blanks, and builds a complete picture of the process.
3. Microlearning: Fitting Instruction Into Real Life
The fact of the matter is: adult life is busy. Managing cognitive load is imperative when you're trying to pick up a new skill after work. Microlearning delivers short, hyper-focused bites of instruction that actually fit into a daily routine.
Short-form video is the ultimate microlearning tool because it leverages dual-modality processing and shows and tells simultaneously. Breaking down complex workflows into rapid visual steps gives your brain just enough to digest without causing information overload.
4. Information Gap Theory: The Itch of Curiosity
Why do certain videos make you pause mid-scroll? George Loewenstein’s Information Gap Theory holds that curiosity arises the moment we realize there’s a gap between what we know and what we want to know. That gap creates a mental itch you just have to scratch.
Nobody opens TikTok thinking, "Time to take a lesson on resin casting or paper transfer." But stumblin’ across a fascinating, halfway-finished project creates an instant information gap. You keep watching. Then, eventually, start searching just to satisfy that spike of curiosity.
5. Exposure: Mapping the Zone of Proximal Development
You can't be curious about a technique if you don't even know it exists. Borrowing from Lev Vygotsky’s Zone of Proximal Development (ZPD), learners can't push into new territory without an initial spark of exposure.
At the same time, Robert Zajonc’s work on the mere exposure effect shows that simply seeing something repeatedly builds familiarity and comfort. Algorithm-driven feeds act as a window to things you didn't know were possible. "Scrolling and stumbling" passively maps out the boundary of what you might want to try next. Exposure ignites curiosity, curiosity drives research, and research leads to hands-on execution.
6. Learning Transfer: Moving Past Monkey-See, Monkey-Do
The real test of any instructional design lies in learning transfer, or the ability to take a skill learned in one context and successfully apply it in a brand-new context.
For a crafter, real transfer happens when you understand the mechanics of the craft well enough to adapt that technique to a curved ceramic dish, a piece of wood, or fabric without ruining your materials.
When short-form video discovery is intentionally paired with structured, well-designed instruction, it shifts learners away from simple imitation and gives them true technical confidence.
The Takeaway
It’s easy to write off social media algorithms as endless distractions, but through an instructional design lens, they are powerful engines for serendipitous discovery.
When we design learning environments around the actual human workflow, exposure leads to curiosity, which then leads to Investigation through Instruction and then finally to transfer.
Curious to see the full study? You can check out my Scroll & Stumble project, including the e-learning module and the case study, here.
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