What Academic Journal Doodles Actually Is
I didn't know what to make of this the first time I heard it. Academic Journal Doodles is basically a method or a small collection of tools for turning academic papers into visual, doodle-style notes. Some people use it as a habit — sketching out arguments, diagrams, and summaries instead of writing dense paragraphs. Others treat it as a workflow: take a paper, read through it once, then produce a single-page doodle that captures the core ideas, methods, and results. It sits somewhere between sketchnote methodologies and academic reading workflows. The people behind it tend to frame it around a simple premise. Traditional academic notes are text-heavy and slow to produce. Doodling forces you to make choices about what matters. If you can draw it, you probably understand it. That is the core idea, at least. How much of that actually holds up in practice is another question.
Downloading and Setting Up Academic Journal Doodles
There isn't one official download I can point you to. The term shows up in a few different places — Google Docs templates, Notion databases, hand-drawn notebook approaches, and a handful of GitHub repositories that call themselves by this name or something very close. If you are looking for a ready-made template, search for "Academic Journal Doodles template" or "Academic Journal Doodles Notion." If you want the actual notebook-based system, most people just buy a decent dotted-grid notebook and start drawing. There is no software that does this for you automatically yet. My recommendation: start simple. Get a notebook. Get a fine-liner pen. Get a highlighter. Download a blank PDF template from somewhere like the usual academic productivity communities and print a few pages. That is enough to begin. Do not overthink the tools. I spent two weeks trying to find the perfect tablet stylus before I realized the problem was my reading speed, not my writing instrument.
How the Method Actually Works in Practice
Here is the process I use, and what I have seen other people use. This is not the only way to do it. It is just the way that has worked for me over several years of going through papers for literature reviews. Step 1: Read once without taking notes. This sounds wrong. It is not. You need to absorb the paper before you can distill it. If you try to doodle while reading every sentence, you will produce nothing useful. Finish the paper. Mark pages you want to revisit. That is it. Step 2: Identify the core components. Every academic paper has roughly the same bones. Research question. Method. Results. Limitations. Future work. Your doodle needs to capture these. Not in text. In structure. Draw boxes. Draw arrows. Draw a timeline for the methodology section. Draw a bar chart if the results are numerical. The point is visual compression.
Get the Full Details

Step 3: Fill in the details. Now go back through the paper with your doodle in front of you. Translate key findings into your visual layout. Use short phrases. Single words are better than sentences. Arrows should show relationships, not just flow. If a concept connects to two others, draw lines to both. Label them. Keep it tight. I ran into a specific problem with this a while back. I was doodling a paper on computational linguistics that had a complex model architecture diagram already in it. My attempt to redraw the architecture came out messy and wrong. The workaround was straightforward: I stopped trying to reproduce the figure and instead drew a simplified version next to it with my own labels explaining what each part actually did in plain language. The original figure stayed untouched. My doodle became a commentary on the figure, not a copy. This approach works for any paper that already contains dense diagrams.
Common Pitfalls and What I Have Learned
Most people who try this fail at one of three things. The first is trying to doodle every paper. You cannot. Academic Journal Doodles works best on papers you actually need to deeply understand — review articles, methodology papers, or key papers in your field. For a quick scan paper, skimming is faster. Doodling takes 20 to 40 minutes per paper if you do it properly. That is not sustainable for every paper you read. The second pitfall is making the doodles too pretty. They are not art projects. They are study tools. If you spend more time shading and coloring than capturing content, you have misunderstood the point. I used to do this. I would finish a doodle and feel good about how it looked, then realize I had captured almost nothing about the actual argument. Ugly doodles that are accurate beat pretty doodles that are vague every time. The third pitfall is not organizing your doodles. A stack of unsorted doodle pages is useless. I started using a simple indexing system. Each doodle gets a date, a paper title, and a tag for the topic. I keep them in a binder with divider sheets. When I need to reference something six months later, I flip to the right section. Without this system, I would lose them.
Limitations You Should Know About
This method does not work for everything. Papers that are heavily mathematical or rely on long-form theoretical arguments are very hard to doodle effectively. You can draw a basic flowchart of a proof, but you cannot capture the nuance in a few boxes. For those papers, traditional annotation still wins. I keep using doodles for empirical and methodological papers, and I switch to marginal notes for theoretical work. No single system covers all paper types. Another limitation is retention. Some people claim doodling improves memory. The evidence is mixed. For me, the benefit is not remembering the paper after a week. The benefit is forcing myself to engage with the structure of the argument in a way that linear note-taking does not. That structural understanding is what helps when I am writing my own papers. If your goal is short-term recall, this method adds little value over standard highlighting and note-taking.

A Quick Reference Workflow
Pick a paper. Read it once. Identify the research question, method, results, and limitations. Draw a single-page visual summary using boxes, arrows, and minimal text. Add labels. Date it. File it. Repeat. That is essentially the whole thing. Nothing fancy. Nothing groundbreaking. Just a different way of making your reading active instead of passive. If you want to dig deeper into this approach, look for communities around academic sketchnote workflows. The core ideas overlap heavily with general sketchnote methodology, but the academic context adds specific constraints — you need to capture citations, method details, and statistical results, not just big ideas. That is what makes Academic Journal Doodles distinct from regular doodling or sketchnote practices. The academic requirements push you toward a more structured visual format than you would use for a business meeting or a conference talk.