Choosing Your Next Best Study Move

Maya Brooks

Hi everyone, and welcome back to the AI Med Tutor podcast. I’m Maya Brooks, your AI-generated fourth-year medical student co-host. I’m here to bring the student perspective to these conversations, including the questions we ask, the challenges we run into, and the things that can make medical school and board preparation feel harder than they need to be. Dr. Clinch, I want to start with a situation that I think every medical student recognizes. It’s seven o’clock in the evening. You’ve been at the hospital or clinic most of the day. You’ve had dinner, and you have maybe an hour before you need to start winding down for bed. You sit down at your desk, open your laptop, and realize you have about six different things you could study. You have unfinished q-bank questions, something you didn’t understand from a patient encounter, a few missed questions from yesterday, some videos you haven’t watched, and an exam that keeps getting closer. So what do you do? I think a lot of us just open whatever resource we’ve been using most recently and start working.

Dr. Randy Clinch

Hi everyone. I’m Dr. Randy Clinch, a DO family medicine physician and medical educator. And Maya, that’s exactly the decision I want to explore today. We’ve spent a lot of time on this podcast discussing how to learn from patients, how to use question banks, how to diagnose learning problems, and how to build a sustainable study plan. But there’s a decision that sits between having that plan and actually studying. Given the time you have available tonight, what is the next best study move? A calendar may tell you when you’re going to study, but it doesn’t necessarily tell you what your learning needs most right now. Today, I want us to work through three realistic evenings and show how the same amount of study time might lead to three very different learning activities. And before Maya and I go further, this episode is for education, not medical advice, and nothing we discuss is sponsored by any resource or vendor.

Maya Brooks

I like that because I think students often judge a study session by how much they completed. Did I finish twenty questions? Did I watch three videos? Did I get through another chapter? But those activities don’t necessarily tell me whether I worked on the thing that would help me most.

Dr. Randy Clinch

Right. And I don’t want students becoming so analytical that they spend twenty minutes deciding what to study and only forty minutes actually studying. We need a simple process. Before starting, identify the priority, prescribe the learning activity, and define what success should look like. Those three decisions can take just a couple of minutes once you become accustomed to making them.

Maya Brooks

Okay. Identify the priority, prescribe the learning activity, and define success. Let’s make this practical. I’m a third-year student on my pediatrics rotation. I’ve already reviewed my syllabus, looked at the appropriate Shelf or COMAT blueprint, chosen my organized content resource and q-bank, and built a reasonable weekly study schedule. It’s Monday evening, and I have sixty minutes available. Today I saw a child with asthma, and I realized I don’t understand asthma nearly as well as I thought. But my study schedule says I’m supposed to do twenty Pediatrics questions tonight. My first instinct is to follow the schedule because I’m worried about falling behind.

Dr. Randy Clinch

Before you decide, tell me what you mean when you say you don’t understand asthma. What specifically happened today that made you recognize the gap?

Maya Brooks

My preceptor asked me how we assess asthma control and how that affects management. I knew the child had asthma. I understood the general symptoms. But I couldn’t explain how the assessment should influence the treatment plan. And when my preceptor started discussing management, I realized I was remembering isolated facts without understanding how they fit together.

Dr. Randy Clinch

That’s useful information. You’ve identified something more specific than simply being weak in Pediatrics. What do you think your learning priority should be tonight?

Maya Brooks

I think I need to build a more organized understanding of asthma before I do a bunch of questions about it. I already have a content resource I selected at the beginning of the rotation. I could use that to review asthma in a structured way rather than trying to assemble the topic from q-bank explanations.

Dr. Randy Clinch

I agree. And remind listeners of the structure we’ve discussed for learning a clinical topic.

Maya Brooks

I want to understand five areas. Epidemiology tells me who gets the condition and who’s at risk. Pathophysiology explains what’s happening in the body. Clinical presentation tells me what symptoms, signs, and findings should make me recognize the pattern. Assessment tells me how the condition is diagnosed and, when appropriate, how severity, control, or stage is determined. And treatment tells me how the condition is managed. I don’t need to write a new textbook about asthma. I need to understand those five areas using the resource I’ve already chosen.

Dr. Randy Clinch

Good. And your clinical encounter has already told you which parts deserve particular attention. You don’t need to spend equal time on all five areas if your real gap concerns assessment and management. So how would you spend your hour?

Maya Brooks

I might spend about twenty minutes with my content resource, concentrating on the framework and the specific parts I couldn’t explain today. Then I’d close the resource and spend five minutes trying to explain asthma assessment and management in my own words, without looking. That should show me whether I actually understood the review. Then I’d spend perhaps twenty minutes answering a small set of related Pediatrics questions and reviewing the reasoning. That leaves a little time to identify anything I still need to repair and prepare for tomorrow.

Dr. Randy Clinch

That’s a good prescription. And the important part isn’t whether you chose exactly twenty minutes for content review or twenty minutes for questions. It’s that each activity has a job. The content resource helps you organize the knowledge. Retrieval shows whether you can recall it. Questions test whether you can apply it to a different patient. And your review identifies what still needs work.

Maya Brooks

So my success measure tonight isn’t that I finished twenty questions. It’s that I can explain the relationship between asthma assessment and management, retrieve the important concepts, and apply them to a new clinical presentation.

Dr. Randy Clinch

Yes. You’ve defined a learning outcome rather than just a completion target. And I want to add one consideration. You still need enough question volume across the rotation to cover the discipline and prepare for the exam. We’re not abandoning that. If tonight’s priority means doing fewer questions, you can adjust the remaining week. Just don’t allow every evening to become a reason to postpone question practice indefinitely.

Maya Brooks

That’s helpful because otherwise I could convince myself that every topic deserves another hour of content review before I’m ready for questions. And that would become a different kind of avoidance.

Dr. Randy Clinch

It could. We want enough organized knowledge to make retrieval and application productive, not a requirement to master every detail before beginning questions.

Maya Brooks

Let’s move to another evening. This time I’m on internal medicine, and I have about an hour available again. I’ve been doing questions consistently. Over the last few blocks, I keep missing questions involving iron deficiency anemia and thalassemia. I know the basic facts about each condition. If you asked me to explain either one separately, I could probably do it. But when the question gives me a patient with microcytic anemia and asks me to decide which condition is most likely, I keep choosing incorrectly. My first instinct is to go back and reread both topics.

Dr. Randy Clinch

Would that address the problem you’ve just described?

Maya Brooks

Maybe not. I don’t think the problem is that I know nothing about either condition. I think I have trouble distinguishing them when they appear together.

Dr. Randy Clinch

And that’s a different diagnosis. Your q-bank has identified a discrimination problem. You know pieces of the content, but you haven’t reliably learned which clues separate the competing patterns. So what’s your next best study move?

Maya Brooks

I think I’d begin with a short review of the key differences, just to make sure my underlying knowledge is accurate. Then I’d create a compact comparison Pattern Card. I’d want to capture the clues that distinguish the conditions rather than writing two separate summaries. After that, I’d practice with questions that mix the presentations so I have to decide which pattern I’m seeing.

Dr. Randy Clinch

That’s a much better match for the problem. And what you’ve just described is interleaving. For listeners who haven’t heard us use that term before, interleaving means deliberately mixing related or competing patterns during retrieval practice rather than practicing one pattern repeatedly before moving to the next. You’re training yourself to recognize the distinctions.

Maya Brooks

And this is where I might use the approach from our episode “Build 10-Question Mini-Quizzes with OpenEvidence.” Instead of generating questions on iron deficiency anemia alone, I could ask for a small set of questions that deliberately mixes the causes of microcytic anemia I’m confusing. Then I’d have to use the clinical and laboratory clues to discriminate between them.

Dr. Randy Clinch

That’s definitely one way to do it. You can also use your existing q-bank’s search and filtering features to build a targeted set when those features are available. The important issue is that you’re deliberately creating the retrieval conditions that address your weakness. If you’re using AI-generated questions, remember to verify clinical details and explanations against a reliable reference. The questions are practice material, not an unquestionable authority.

Maya Brooks

So let’s make my sixty-minute plan. I spend ten minutes checking the distinguishing features in my content resource. Maybe another five minutes creating a very compact comparison card. Then I spend about thirty minutes working through an interleaved set of questions and reviewing my reasoning. With the remaining time, I identify which distinctions are still unreliable and decide when to retest them.

Dr. Randy Clinch

And what does success look like?

Maya Brooks

Not simply getting through the questions. I should be able to identify the hinge clues that distinguish the conditions, explain why one answer fits better than the competing choices, and then demonstrate that I can make those distinctions again with unfamiliar cases.

Dr. Randy Clinch

Good. And if you get all the questions right immediately after reviewing the comparison card, what would you do?

Maya Brooks

I wouldn’t automatically declare the problem solved. The information is still fresh. I’d schedule another small retrieval opportunity a few days later, ideally without reviewing the card first. That would give me better evidence that the distinction is becoming durable.

Dr. Randy Clinch

Now you’re thinking about transfer and retention. A successful repair should hold up when the presentation changes and when the information isn’t immediately fresh in your mind.

Maya Brooks

So on our first evening, I needed organized content learning. On the second evening, I needed comparative reasoning practice. Same sixty minutes, but very different prescriptions.

Dr. Randy Clinch

And that’s the point. If you had automatically opened your q-bank and completed twenty random questions both nights, you might have been busy, but you might not have addressed either problem particularly well.

Maya Brooks

Let’s make the third evening a little different. I’m now approaching the end of a rotation, and my Shelf or COMAT exam is coming up. I’ve been doing well enough on untimed questions. But when I do timed blocks, my performance drops. I run short on time, and I notice that I’m rushing through the final questions. Last night I finished a timed block with a disappointing percentage. My immediate reaction was that I needed to review more content.

Dr. Randy Clinch

Which brings us back to the previous episode, “Your Q-Bank Percentage Is Not Your Diagnosis.” What did you discover when you reviewed the block?

Maya Brooks

I discovered that I actually knew the underlying medicine on several missed questions. On two of them, I spent too long considering the differential diagnosis even though the question was asking for the next best step. On another, I overlooked a clue that the patient was unstable. And on several questions near the end, I rushed because I was running out of time.

Dr. Randy Clinch

So what’s your diagnosis?

Maya Brooks

This sounds like a test-taking mechanics and pacing problem rather than primarily a content problem.

Dr. Randy Clinch

And what would you prescribe?

Maya Brooks

I think I’d use part of tonight’s hour for deliberate mechanics practice. Before reading each stem, I’d read the final task sentence so I know what I’m being asked to produce. Then I’d read the stem with that task in mind, screen for instability or urgency, form a provisional answer, and only then evaluate the choices. I’d also practice recognizing when I’m spending too long on a question and need to make a decision and move forward.

Dr. Randy Clinch

That’s reasonable. But because your difficulty appears under timed conditions, I also want some of your practice to occur under timed conditions. If you only practice the process slowly, you haven’t fully tested whether it works when the clock is running.

Maya Brooks

So maybe I start with a brief review of the mechanics I want to practice, then do a timed set of questions. During the review afterward, I don’t just count correct and incorrect answers. I look for evidence that I’m reading the task correctly, recognizing urgency, and maintaining a workable pace. I could also note whether my accuracy is falling late in the set.

Dr. Randy Clinch

Exactly. And that means your success measure is different again. You want to see fewer task-recognition errors, fewer missed urgency clues, and more consistent pacing. Ultimately, you also want that improvement reflected in your timed performance across more than one block.

Maya Brooks

And if I discover that I still have some genuine content gaps during that review, I can repair those separately. But I shouldn’t let those few gaps distract me from the main problem I’m trying to solve tonight.

Dr. Randy Clinch

Right. Your study session can reveal more than one problem, but that doesn’t mean you must solve every problem immediately. Sometimes the best decision is to capture a secondary issue for another session and stay focused on the priority you identified.

Maya Brooks

That may be one of the hardest things for students. We start reviewing a question, notice something else we don’t know, open another resource, follow another explanation, and suddenly we’ve spent forty minutes exploring a topic that wasn’t even the reason we started.

Dr. Randy Clinch

And sometimes that exploration is valuable. But when time is limited, you need to distinguish productive curiosity from losing control of the learning task. If something important comes up that doesn’t need immediate attention, capture it briefly and return to the work you prescribed.

Maya Brooks

I want to introduce one more variation because we’ve been imagining sixty minutes of reasonably usable study time. What happens when I get home after a particularly demanding clinical day and I’m exhausted? Maybe I technically have sixty minutes before bed, but I know my concentration isn’t going to support a full timed block or an intensive review session.

Dr. Randy Clinch

Then the available time isn’t the only constraint. Your available attention and energy matter too. We discussed this in the rotation-planning episode. Build the plan around the life you actually have, not the idealized life in your spreadsheet. A difficult day may call for a smaller learning task. And sometimes, if you’re genuinely exhausted, adequate sleep is the better decision.

Maya Brooks

So instead of forcing myself through a block that I’ll barely remember, I might retrieve three Pattern Cards, repair one meaningful miss, or spend fifteen minutes reviewing a specific issue from today’s patients. And if I’m truly spent, I might simply get ready for tomorrow and go to bed.

Dr. Randy Clinch

Yes. The goal is to maintain a sustainable learning system across weeks and months, not win every individual evening. But again, notice the distinction between adjusting intelligently and repeatedly avoiding difficult work. If your plan is constantly unrealistic, that’s information too. You may need to redesign the weekly workload rather than keep trying to rescue every evening.

Maya Brooks

That makes me think about how these daily decisions fit into the larger rotation plan. We still have the syllabus, the exam blueprint, the required assignments, the content we need to cover, and a reasonable target for question volume. We’re not replacing the overall plan with whatever feels interesting tonight.

Dr. Randy Clinch

Correct. Your overall plan establishes the responsibilities and priorities. The daily decision helps you choose the best activity within that plan. Think of it as a feedback loop. You begin with a reasonable schedule. Your patients and q-bank performance generate information. You interpret that information. Then you adjust the next learning activity without losing sight of the broader goals.

Maya Brooks

So I might have a weekly target for Pediatrics questions, but tonight I discover a genuine knowledge gap that deserves a focused repair. I can adjust tonight’s work and redistribute some questions later in the week. Or if my knowledge is strong but my timed performance is weak, I can change the type of question practice without abandoning my overall exam preparation.

Dr. Randy Clinch

That’s a much more adaptive approach than treating every study session as a fixed list of tasks that must be completed regardless of what you’re learning.

Maya Brooks

I also notice that we’ve been defining success differently for each evening. On the asthma evening, success meant understanding and retrieving an organized clinical framework. On the anemia evening, success meant distinguishing competing patterns. On the timed-performance evening, success meant improving the process I use under examination conditions.

Dr. Randy Clinch

And that may be the most important lesson from today’s conversation. Don’t define success only by the amount of work completed. Define it by the educational problem you intended to improve. Sometimes that will involve completing a planned set of questions. Sometimes it will involve repairing a knowledge gap. Sometimes it will involve practicing discrimination or test-taking mechanics. And sometimes the most appropriate decision is to protect recovery so you can learn effectively tomorrow.

Maya Brooks

I think listeners could take the three questions we’ve been using and put them at the top of their study plan. What is my priority tonight? What learning activity best addresses that priority? And what should I be able to retrieve, distinguish, or perform when I’m finished?

Dr. Randy Clinch

Those are the questions. And I’d encourage students to answer them briefly. You don’t need a new spreadsheet, a lengthy journal entry, or another elaborate tracking system. A simple sentence can be enough. Tonight I’m going to repair my understanding of asthma assessment and management, then test it with a small set of questions. Or tonight I’m going to practice distinguishing causes of microcytic anemia using interleaved cases. Or tonight I’m going to practice task recognition and pacing during a timed block. Now your study session has a purpose.

Maya Brooks

And at the end, I can ask whether I accomplished that purpose. If I did, great. If I didn’t, I have new information about what still needs attention. Either way, I’m not simply checking off an hour on the calendar.

Dr. Randy Clinch

Right. And remember that one session doesn’t always prove a repair is durable. You may need to retrieve the information again later or demonstrate the skill in another block. But now you’re making decisions based on evidence rather than habit.

Maya Brooks

So let me pull the three evenings together. On the first evening, I had sixty minutes and needed organized content learning. On the second, I had sixty minutes and needed discrimination practice. On the third, I had sixty minutes and needed to improve test-taking mechanics under timed conditions. And on an exhausting day, I might need to scale back or recover. The available time was similar, but the right work changed because the learning problem changed.

Dr. Randy Clinch

And that’s why I want students thinking about the next best study move rather than simply the next item on the study schedule. The best activity is the one that fits the educational need, the broader goals, and the time and energy you realistically have available.

Maya Brooks

I also think this connects almost everything we’ve discussed in the podcast. Your patients help identify meaningful topics. Your organized content resource helps you build knowledge. Your q-bank tests retrieval and application. Your Miss Log reveals recurring problems. Pattern Cards help preserve important clinical patterns. Interleaving improves discrimination. Timed blocks test performance. But the student still has to decide which of those tools should be used next.

Dr. Randy Clinch

And that’s where learning becomes intentional. You aren’t just moving from one resource to another. You’re diagnosing what you need, prescribing the appropriate activity, and looking for evidence that it worked.

Maya Brooks

So here’s the challenge I’d leave with listeners this week. Before your next study session, don’t automatically open the resource you used yesterday. Take a minute to identify your priority. Choose the learning activity that best fits it. Then decide what success should look like before you begin. And when you’re finished, ask whether the work actually improved what you intended to improve. Your study schedule tells you when to show up. Your learning needs should help determine what you do when you get there.

Maya Brooks

Thanks, everyone, for joining us for another episode of the AI Med Tutor podcast! We look forward to you joining us next week for another episode and, in the meantime, remember, stay curious, and keep learning.