How to prepare for a research meeting:define what the meeting is for before you read

Unlike journal clubs or reading groups, research meetings don't all fit one mold. Some exist to share knowledge; others are for getting feedback on a study plan, discussing clinical application, or rehearsing before a conference.

In other words, preparing for a research meeting isn't just preparing a talk — it's tuning your talk to what this particular meeting is for.

Even with the same paper, the content and depth of discussion will differ between a knowledge-sharing session and a study-plan consultation. Skip this step and go straight to making materials, and you end up in the never-ending preparation described above.

Before anything else, decide just five things. You can write them down in five minutes.

First, the purpose of this meeting: knowledge sharing, consultation, application discussion, or rehearsal? Second, the participants' backgrounds: how varied are their specialties, and what's the range of experience in the room?

Third, how much background to explain — where should your explanation begin? Fourth, what you want to discuss — whose opinions do you want, on what?

Fifth, what should remain after the presentation: decisions, action items, or a reading list?

Once these five are decided, it becomes obvious which papers you need to read and which you can skip. People whose preparation never ends usually do the reverse: read first, think about purpose later.

Research meetings often touch on several papers, but reading them all at the same depth is impossible — and unnecessary.

The approach I recommend: divide your reading cleanly into one main paper and several supporting papers.

The main paper is the one at the center of the discussion. Read the original closely, and be ready to explain every figure, table, and number. Supporting papers exist for background or comparison; being able to state their main point and conclusion is enough.

Making this split up front lets you allocate reading time sensibly and keeps your materials from ballooning.

One of the most common failures at research meetings is misjudging what the audience already knows.

In a room where everyone shares a specialty, starting from the basics burns through your time. In a room with diverse backgrounds, heavy jargon means only half the attendees can participate.

In both cases, the problem wasn't the quality of the presentation — it was choosing the wrong starting point.

Picture the actual participants and set a starting point that the person furthest from the topic can follow. This is also when to decide whether you need a terminology slide.

A research meeting's value is decided by the discussion after the talk. And the quality of that discussion comes down to preparation, not luck.

Instead of ending with a vague "any comments?", close with something specific: "I'd especially like your input on these two points."

If you're seeking feedback on a study plan, the questions might be "Are these eligibility criteria appropriate?" or "Which outcome should be primary?"

The more specific your question, the more specific the answers you'll get.

AI summaries are effective for a first pass over multiple papers.

For supporting papers, an AI summary of the main point and conclusion is often enough. The main paper is a different story.

Always take the numbers, figures, primary outcome definitions, and limitations that anchor your discussion from the original PDF. Research meetings are exactly the setting where questions go deep — if the foundation of your main paper is raw AI output, the discussion collapses partway through.

If you spot anything off in the AI summary, correct it immediately. That corrected summary then becomes your speaker notes.

Research meetings have a way of becoming one-off events. The valuable discussion is forgotten by the next session — which is a real waste.

So decide, at the preparation stage, what you'll keep.

If the presenter spends just five minutes afterward summarizing and sharing the revisions, action items, and open questions that came out of the discussion, the research meeting turns into a place where things actually move forward.

Paperfy puts the main paper's PDF, AI summary, and figures on the same paper page, which makes the "map with the summary, verify with the original" workflow easy.

Because the summary is editable by hand, adding the corrections and notes that come out of the meeting means the outcome of the discussion stays in your library, attached to the paper itself.

That record feeds the next meeting or a shared note. And for preparation on the go, converting the main paper to radio audio and listening ahead of time works well too.

Preparation for a research meeting begins with designing the session, not reading papers.

Decide the meeting's purpose and two questions to discuss. Separate the main paper from the supporting ones. Verify the main paper's numbers, figures, and limitations in the original. Decide what will remain afterward.

For your next research meeting, start by writing down the five decisions — five minutes is all it takes.