Life long learning (for real) … and why AI is only a tool

I recently came across the powerful concept of “hourglass learning” in this post by two professors who teach teachers and, not surprisingly, wondered how it might apply to teaching physicians and other healers.

A visual representation of the hourglass learning paradigm, illustrating six stages: Establish a Purpose, Extract Evidence, Make Sense, Form Meaning, Reproduce Knowledge, and Share Knowledge, arranged within an hourglass shape.

For basic sciences, the hourglass paradigm works well, but I added some practical points from the equally powerful SQR3 (Survey, Question, Read, Review, Repeat) system using a typical hour-long lecture and assigned reading as an example.

Survey (Establish a purpose).

It’s easy to forget that you don’t actually study medicine to pass a test… you are learning to heal, to serve those who need you. In that light, the first step – “establish a purpose” – can be thought of in two ways. The first is to set an intention, to remember why you are studying. And then, more specifically, to ask “What is the purpose of this lecture?” That’s where the tool of “surveying” comes in.

This is an exercise in curiosity not “studying”. Skim over everything to get the big picture. Look up words you don’t know (and their roots). Look at how the lecture is organized. Are there obvious sections? Are there lists that look like they will be important? Can you tell what the most important points will be? 

Question (Extract evidence)

This is an interactive process that starts with your survey. 

Before the lecture: As you are surveying make notes (on the slides, in the margin of the notes, or as a separate list) with what questions the lecture will and, more importantly, won’t answer about the topic.

During the lecture: Listen for and jot down the answers to the questions you wrote down the night before. If there are questions that aren’t answered in the lecture, ask the professor afterwards. 

Read (Make sense)

After the lecture but on the same day (don’t wait!), add to your notes to make everything as clear and as organized as possible, look up anything that is missing, and then make a one page “30,000 foot” review of the lecture. 

Educational infographic on embryology highlighting gametogenesis and fertilization processes, including key terms and images illustrating the blastocyst development and implantation.

Review (Form meaning)

The 4th step is to return to the “why” by linking the lecture to how the information applies to actual human beings. Even though search engine AI may point you in the right direction, it should never be your sole source as a professional.  (That’s in bold for a reason.) As a professional you need to make sure the information you have is vetted (i.e. peer reviewed).Start with PubMed or UpToDate to find a review article on the topic.

Repeat (Reproduce knowledge).

Real learning only happens with repetition, so setting up a schedule to review your notes with progressively longer gaps between reviews is the secret to success. This is where Anki or other similar systems can really help. 

Graph illustrating the Ebbinghaus Curve, showing the percentage of data remembered over multiple repetitions. An image of Hermann Ebbinghaus is included beside the graph.

An important note on question banks… You can’t learn medicine from UWorld. (Again, in bold for a reason.)  BUT, question banks are an awesome way to confirm you’ve learned the important stuff – and to identify where there might be some gaps. So please use them as an adjunct to, but not core of your studies. 

Explain (Reproduce knowledge).

A great way to make sure you have “metabolized” what you are trying to learn is to share it with others. This is where study groups come in. They take as many forms as there are students, but in general, the most effective groups work as “out loud” reviews of the topics after everyone has spent time reading, reviewing, and repeating. 

Teach (Share knowledge) 

Teaching in the basic sciences is not as easy as in the clinics (other than “teaching” each other in study groups). But having a goal to to teach makes you organize your material in a way that insures you really understand it.

Rotations, Residency, Fellowship, and Practice (Medicine taught in clinic and hospitals)

The same “basic science” style of learning continues in clinical training, but there won’t (usually) be hour-long lectures or assigned reading. Instead, you’ll be seeing patients, attending conferences, and, yes, you will still be taking tests (shelf exams, in training exams, board exams, maintenance of certification tests, etc).

We want to and need to stay current in our field… but how? Here’s the best way I’ve found to do it, a practice that will serve you from starting rotations in medical school until you retire:

  • Find the most current and thorough textbook for your specialty
  • Make an Excel spreadsheet of every section/chapter
  • Set a goal (and make a plan) to cover the entire book in a year (which will look something like covering 12 sections/ week with weeks off for vacation and holidays)
  • When you read a section, make notes that are good enough that you never have to go back to read it again (see above… the same system as learning the information from a lecture). At the same time, make review cards in Anki (or however you prefer) to prepare for standardized tests.
  • Repeat every year! (It gets progressively easier after the 1st year since you are editing or adding to your notes)
A table displaying medical topics related to the appendix and colon, including sections on anatomy, treatment, and patients seen during clinical training.

Here’s the good news… Most of the 12 sections for the week (or whatever it works out to be for your textbook) will be chosen based on the patients you are seeing (It makes it a lot more fun…). The bad news is that all textbooks have really boring sections that still need to be learned, so spread them out over the year to make sure you cover them (but not all at once).

Obviously, these notes are just the foundation of studying a specialty. You’ll also be making notes during Grand Round lectures, conferences, from articles, about “pearls” dropped on rounds, etc.

Repeat (Reproduce knowledge). Teaching and explaining on rounds is a built in way to make sure you understand enough to explain it to others. (Plus you look really good). This is where one page summaries and/or mindmaps really help since they make it easy to remember (and teach).

(Share knowledge) In clinical medicine, there are many opportunities to share … rounding, informal teaching for medical students on our rotations, formal lectures, presentations at conferences, handouts, etc, etc. Take advantage of this unique form of “group studying”! 

A visual representation of the hourglass learning model, showcasing the stages: Survey, Question, Read, Review, Repeat, Explain, and Teach, each with brief descriptions.

“To study the phenomena of disease without books is to sail an uncharted sea, while to study books without patients is not to go to sea at all.”  William Osler

How to Ace the NBME Shelf Exams, In-Training Exams and Your Boards.

Ok, now that I have your attention, let me share something with you. I’m going to show you how to maximize what you learn from the “school” we call rotations in medical school and residency so you can be an awesome master clinician. And, yes, it’s going to help you with your exams, so stay with me.

Clinical rotations are a strange blend of learning and work. You learn from the work, but we all forget that the work is not the purpose of these clinical experiences. The purpose of rotations is to be able to “practice” medicine (as a student) and then master the art of your specialty (as a resident.)

There are six basic principles to learn medicine, and then learn your specialty …and on the way ace the exams:

  1. Remember it’s school.
  2. At the beginning of each rotation, decide what topics you need to learn during the rotation and make a list.
  3. Take notes. All the time.
  4. Figure out how you will store your notes so you can find them quickly and organize them for review.
  5. Go through the notes you make every day to review them and then store them in your system.
  6. You can’t learn medicine from a review book (yes, including UWorld)

Somewhere around the beginning of my third year of residency, I was sitting in the “dome” (the chief resident’s “office” above OR 1 in our County Hospital) when Fred, one of my fellow 3rd years, walked in. He sat down and started to look through a stack of 3×5 cards so I asked him what he was doing. We all knew that he had scored the highest in our class on the ABSITE (the surgery in-service exam) and I was about to find out why.

REMEMBER IT’S SCHOOL

Fred figured out from day one that there was no way he was going to be able to study like he did in college and during basic sciences. Instead of hours to sit and read, it had to be flexible “on the job” learning.

This mindset is probably the single more important thing to cultivate. It’s the thing that drives you to constantly ask questions about why things are done the way they are and then go look up the answers.

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AT THE BEGINNING OF EACH ROTATION, DECIDE WHAT TOPICS YOU NEED TO LEARN DURING THE ROTATION AND MAKE A LIST. 

Your list can be pretty simple, or more complex, but it needs to be enough.

First hint – There is a curriculum that has been defined for your rotations. Everything your professors have decided should be taught should absolutely be on your list.   (By the way….If it’s in the curriculum, it has to be part of an objective. If there is an objective, it has to be linked to a test question)

Second hint – There is no way in medical school that “surgery” (or any specialty) can be covered in 8-12 lectures. The same is true for your rotations in residency. You have to do more.

This is one time that an example may be better than a formula. Let’s say I’m a brand new clinical student on my core surgery rotation….

Photo credit 

 Step 1. Find a textbook of Surgery and make a list of the topics from the chapters. A spreadsheet may be best for this, but any kind of list will do. 

For example, our library has Sabiston’s Textbook of Surgery (20th edition, 2017) on line:

 

 Step 2. Breathe deeply. There are 72 chapters and no, you are not going to read all these pages.

Man carrying books

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Step 3. Create a schedule to SKIM every chapter during the rotation. Look only at the “big picture” i.e. headings, section titles, diagrams, tables. Your schedule should leave the last week or two free. So, for example, if your rotation is 2 months long, plan to SKIM 12 chapters a week to get them done in 6 weeks.

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 Step 4 – Now we get to the real deal (remember, this is graduate school and/or specialty training).

List the sections on your spreadsheet.

As a student, you won’t read every section – unless they are very general (Acute Abdomen, for example) or if you have a patient with that particular problem. Here’s what it might look like:

 

TAKE NOTES. ALL THE TIME.

After I learned Fred’s system, I always kept a stack of blank 3×5 cards in my pocket. Like him, for the last 3 years of my residency, I made notes ALL the time.  Here’s the kind of notes we are talking about:

  1. Reading textbooks or other curricular readings. Take the time to make the notes and make them well so you never have to go back to the chapter to review it.
  2. On rounds when someone teaches an important point (e.g. the 7 things that keep a fistula from closing)
  3. During Grand Rounds
  4. During conferences
  5. When you look up a paper to read about a patient
  6. And – most important – what you learn from specific patients. Do NOT put the name of the patient or their MRN (HIPPA). But, do put specifics that help you remember the patient (e.g. pt that always wore a red baseball cap and had a tattoo of a dragon)

As you can imagine, once I started this system, I was making 10-20 notes a day. It is remarkable how much you learn in a given day… and how it’s almost instantly gone if you don’t write it down.  In three years I filled up two boxes with cards. These cards were the only thing I reviewed for my Board exams.

 

FIGURE OUT HOW YOU WILL STORE YOUR NOTES SO YOU CAN FIND THEM QUICKLY AND ORGANIZE THEM FOR REVIEW

This is why using a notebook isn’t the best way to keep notes on rotations. You’ll take them chronologically and, unless you have an amazing index at the back with all the key words and pages listed, you’ll never be able to find a specific note.

The key is being able to “file” the notes so you can find them.  For the 3×5 system, leave a blank square at the top to put the topic you’ll use to file them.

I used anatomy as the basis for my filing system. So I would use a pencil (so I could change it later if I needed to) to put the topic in the box.  For example

Pancreas, pancreatitis

Appendix, neoplasms, carcinoid

This is very old-fashioned (but very effective) system.. I personally think there are better ways to do this now using scanning, cloud storage, key words and tags.  For some ideas, check out this post.

What doesn’t work well is to try to type notes on your phone.  What REALLY doesn’t work is to make notes and then decide to copy them, type them or somehow redo them later. (It never happens).

 

GO THROUGH THE NOTES YOU MAKE EVERY DAY TO REVIEW THEM AND THEN STORE THEM IN YOUR SYSTEM

The key to learning (as opposed to memorizing for a test) is review. Simply filing the cards means you are reviewing them. Plan to pull them out to look at them (and all the work you accomplished!) every week or two.

More importantly, when you see a patient with pancreatitis 5 months from now on a different rotation, pull the cards you made on this rotation. You’ll find you have 20 or so cards (or card equivalents) on pancreatitis … a review of the Surgery textbook, notes from Grand Rounds, the 3 patients you saw with pancreatitis that taught you about the disease and a few pearls you learned on rounds from your chief resident.

 

YOU CAN’T LEARN MEDICINE FROM A REVIEW BOOK (YES, INCLUDING UWORLD) 

I’m really serious. Not only will you suffer when you are taking care of patients, you won’t do as well on the tests (despite what the upper level students or residents tell you).

Remember the last two weeks of the rotation that you saved?  Now’s the time to pull out the review books.  It’s a wonderful way to review what you have learned from your skimming and patient oriented reading.  It’s also a great way to identify gaps and look up information.

p.s. Take more notes while you are doing this.

p.p.s Review all your notes, including the ones you make from the review books.

p.p.p.s Review them again.

Link to the Wikipedia article about the forgetting curve