[HN Gopher] Improving Students' Learning with Effective Learning...
       ___________________________________________________________________
        
       Improving Students' Learning with Effective Learning Techniques
        
       Author : pella
       Score  : 158 points
       Date   : 2023-03-01 16:04 UTC (6 hours ago)
        
 (HTM) web link (journals.sagepub.com)
 (TXT) w3m dump (journals.sagepub.com)
        
       | kazinator wrote:
       | I'm confused by the overly concise title and humbly suggest:
       | 
       | "Improving Student's Learning with Learning Techniques That
       | Improve Learning by virtue of being Effective".
       | 
       | It needs to be clear that not all techniques are the same. Only
       | some are effective. Moreover, it's not clear that what it means
       | for a learning technique to be effective is that it improves
       | learning. And so--aha!--that is why the study is only about the
       | effective ones.
        
         | hummus_bae wrote:
         | [dead]
        
       | ravedave5 wrote:
       | From years of editing wikipedia the first sentence sets off
       | alarms for using weasel words "many students", "some people". I
       | hope the rest of the paper is more rigorous.
        
       | RheingoldRiver wrote:
       | It's so interesting to me that interleaved practice is an
       | effective learning technique, that's probably the single method
       | of study I used consistently throughout my entire schooling.
       | Slightly bored of one subject? Okay switch to the next. Bored of
       | this one? Switch to the next. CONSTANT context switching. I
       | thought I was "cheating the system" by making my homework more
       | interesting, who knew I was learning more effectively by
       | employing a (moderately) effective study habit!
        
       | revskill wrote:
       | Teaching students is almost the same as mentoring junior
       | developers on how to successfully onboard them. The goal is to
       | let them actively control the project they're working on.
        
       | tedyoung wrote:
       | I did a talk that dives into some of these topics, aimed at
       | developers: https://youtu.be/SdvmMPcXK0Q
        
       | golemiprague wrote:
       | [dead]
        
       | billbrown wrote:
       | One of the authors--Daniel T. Willingham--has a new book along
       | these lines:
       | 
       | https://www.simonandschuster.com/books/Outsmart-Your-Brain/D...
       | 
       | His book "Why Students Don't Like School" is one of the best
       | books on cognition I've ever read if you can transfer its
       | knowledge from the pedagogical form in which it's presented.
        
       | poszlem wrote:
       | In my opinion, one of the most significant failures of modern
       | education is the lack of emphasis on spaced repetition. It's
       | really a shame that while we have lessons on a wide range of
       | topics, including the latest social justice causes, there is one
       | technique that can be truly life-changing, yet it's often not
       | taught until people reach adulthood and have to discover it on
       | their own.
        
         | asdff wrote:
         | IMO you kind of do get spaced repetition in modern education.
         | As you specialize, you frequently have major classes where its
         | "first week or two we dig into what you already should know,
         | then we really dive into the deeper stuff." Or you take up a
         | job, and maybe you have to refer to that one topic from class
         | years ago twice a year, that's spaced repetition.
         | 
         | In a sense, the nature of a specialized career forces you to
         | engage in spaced repetition of the things you need to know, and
         | allows you to safely ignore the stuff you never need to touch
         | again. If we encouraged spaced repetition on each and
         | everything, I would be wasting a ton of time on subjects that
         | ultimately aren't relevant, at the expense of free time and
         | maximizing time spent on the relevant bits.
        
           | BeetleB wrote:
           | This is the perspective many people have, but in my
           | experience it falls short. To quibble with your examples:
           | 
           | > As you specialize, you frequently have major classes where
           | its "first week or two we dig into what you already should
           | know, then we really dive into the deeper stuff."
           | 
           | Yes, they do this. But I've often seen (especially at the
           | undergrad level) instructors avoiding topics or challenging
           | problems because it required material beyond just the basic
           | math/calculus (e.g. some trig identities, differential
           | equations, etc). So in practice, this is not happening.
           | 
           | > Or you take up a job, and maybe you have to refer to that
           | one topic from class years ago twice a year, that's spaced
           | repetition.
           | 
           | It's even worse at work, where you don't have a teacher to
           | enforce things. Suggestions get shot down all the time
           | because coworkers have forgotten some (even trivial) things
           | they learned at university, and they do not want to review
           | it. I've seen this happens where they avoid basic Calc I
           | stuff, where they avoid stuff in data structures (e.g. union
           | find). They'll implement a poor solution, and convince
           | management it can't be done better. Or that it can but it's a
           | long term risk because if that one person who knows "union
           | find" leaves, we won't be able to hire someone to maintain
           | it, etc.
           | 
           | > If we encouraged spaced repetition on each and everything,
           | I would be wasting a ton of time on subjects that ultimately
           | aren't relevant, at the expense of free time and maximizing
           | time spent on the relevant bits.
           | 
           | Michael Nielsen did an analysis of this after using Anki for
           | a bunch of years: The average amount of time spent on a card
           | over one's lifetime is about 10 minutes. And so he used that
           | as a metric when encountering any new piece of information:
           | "If I don't learn it, do I think I will spend more than 10
           | minutes looking it up in the future?" If yes, he'll make a
           | flashcard for it. If not, he won't.
           | 
           | But yes, I definitely have disabled cards on topics that I
           | don't think I'll want to touch again in the future.
        
         | rprospero wrote:
         | I frequently hear this comment about spaced repetition, but I'm
         | not sure how it would be different than modern education. In
         | physics, we started with unit analysis, but it continued being
         | a factor throughout the course. Then we learned kinematic,
         | which didn't disappear once we went into dynamics and both were
         | constantly used with electrostatics. Similarly, in language
         | courses, you start with a single conjugation in present
         | indicative. You build out from there, but the present tense
         | would still show up on every assignment, even after you've gone
         | through pluperfect subjunctive. Needless to say, algebra
         | courses freely called back to basic arithmetic and calculus
         | called back to algebra.
         | 
         | I feel like I must be attacking a straw man here, as you're not
         | the only individual I've met who found spaced repetition
         | revelatory, but I'm still not sure what I'm missing.
        
           | poszlem wrote:
           | Spaced repetition is particularly effective when it comes to
           | memorizing a large volume of information quickly and
           | retaining it for the long term. This is applicable to a wide
           | range of subjects, including history (facts and dates),
           | physics (formulas and laws), mathematics (formulas and laws),
           | and many others.
           | 
           | There is often a misconception that subjects like physics are
           | solely about understanding and reasoning, but at the school
           | level, it is necessary to have a solid grasp of the laws and
           | formulas. Without this foundation, it is like attempting to
           | write a program in a programming language without knowing the
           | syntax. You have to stop and look up the syntax for each line
           | of code, slowing down the entire process. Some things simply
           | need to be memorized to achieve a certain level of
           | proficiency.
        
             | parton wrote:
             | In all of my physics classes (high school, undergrad,
             | grad), we were allowed to have a formula sheet with
             | whatever we wanted written on it. Furthermore, important
             | equations would just be given to us on the test, in case
             | you forgot to write it. Even so, test scores were usually
             | below 50% (corrected by curving after). Memorizing formulas
             | to study would have been a laughable waste of time, the
             | better approach is to practice a wide variety of problems.
        
               | laserlight wrote:
               | If one has to look up a formula, can we say that they
               | have a good understanding of it? If one had to look up a
               | multiplication table each time they calculated something,
               | how far would they have gone in learning?
        
               | max51 wrote:
               | I think you have it backward. All that time/energy wasted
               | memorizing multiplications could have been used to
               | understand more complicated topics. It's a cool party
               | trick but it won't make you better at solving problems
               | past high school level. I would prefer to work with
               | someone who understand the concepts well and how to apply
               | them than someone who can recall 32x9 or 10 digits of pi
               | from memory.
               | 
               | When people complain about the difficulty of their
               | college math courses or the math problems they solve at
               | work, I can assure that it's not because they had a hard
               | time remembering the answer to a multiplication. In a lot
               | of cases, the equations they are trying to solve don't
               | even have numbers in them. And when there are numbers,
               | you won't be able to calculate them mentally because they
               | won't simplify like they do in a no-calculator math exam.
               | 
               | You might not have realized, but a lot of the work when
               | designing a no-calculator exam is to make sure people can
               | compute the numbers mentally. When you step out in the
               | real world, 32x9 becomes into 32.091x9.1^1.1. It turns
               | ugly real fast when you have to deal with real numbers
               | instead of a carefully crafted exam question.
        
             | cschneid wrote:
             | to add to this, I think spaced repetition is to learning,
             | the way typing speed is to programming. It's good at
             | solving for the minor frustrations and slowdowns that stand
             | in between you & the complex reasoning to get to a
             | solution.
             | 
             | When I can edit code via vim keybindings quickly, I can
             | move things, sketch ideas, swap entire blocks, and so on,
             | easily. That lets me check and look at things, and allow my
             | whole brain to be spent on higher level things like looking
             | at the control flow, applying aesthetic considerations to
             | simplify, or whatever.
             | 
             | I failed Calc 3 as a college freshman because I had taken
             | high school calc as a junior, leaving a full year between.
             | I understood the ideas of calc 3, but couldn't remember the
             | basic stuff like integrating tan() or whatever. (and I also
             | didn't have any study discipline at the time to actually
             | solve for my situation). So I couldn't answer the questions
             | on a test even though I knew the steps I would need to take
             | past a roadblock. Solvable with study, which would have
             | been effective in the form of spaced repetition flash
             | cards.
        
             | account-5 wrote:
             | This is definitely not my experience with space repetition.
             | I really wanted it to work for me but I found it didn't
             | help at all with retaining anything. I was using anki.
             | 
             | The more cards I created/added made it worse.
        
               | BeetleB wrote:
               | Curious: How many cards did you create? And how often do
               | you test yourself? You really _need_ to do it daily with
               | few gaps for it to be very effective.
               | 
               | I would recommend not giving up but instead altering your
               | approach. I tried spaced repetition multiple times in
               | grad school and completely failed at it. I then tried
               | again over 10 years later (and much older!) and it was
               | really like attaining a super power. The success is even
               | more remarkable because compared to my university days, I
               | am much less actively _using_ the material in the cards.
               | 
               | In my case, the difference between the two attempts was
               | sticking to the daily schedule[1] and getting better at
               | creating relevant cards.
               | 
               | And keep in mind: SR aids in _recall_ , not in
               | _understanding_. There have been times where I look at
               | the cards on a certain topic and do very poorly
               | (consistently). I then realize it 's partly because some
               | key understanding has been lost. I then need to do a
               | proper study session (get the book out, read for
               | understanding, perhaps do some problems). After that
               | study session, I get good on the cards and stay good for
               | a long time. In the last 4 years, I've needed to do this
               | perhaps twice.
               | 
               | [1] Yes, I do stop from time to time, but those are the
               | exceptions, not the rule.
        
               | account-5 wrote:
               | I created cards as I was learning the topic. And I was
               | doing it daily or twice daily.
               | 
               | I certainly wanted it to work, when I first learned about
               | it I thought it was the answer. But I seemed to get worse
               | and more stressed out because I wasn't learning anything.
               | 
               | I'm not too fussed about it not working for me. I don't
               | think there is a one size style of learning.
        
               | bhattid wrote:
               | This has been my experience as well (especially with
               | Anki), though I've always felt like my ability to
               | memorize information to be poor in general. In my
               | experience, I find it easier to memorize things rather
               | through brute force/frequent repetition. To use
               | memorizing foreign language vocabulary as an example;
               | repeating words to myself, listening, or writing them out
               | for 30-60 minutes everyday or every few days (as opposed
               | to spreading out fewer terms over, say, two weeks). The
               | conjecture I have is that my brain commits to memory more
               | heavily based on frequency/intensity during short
               | intervals of time rather than long intervals of time, but
               | it's just a guess.
               | 
               | Not sure if I'm just an outlier, but I think you're right
               | that many learning heuristics aren't one-size-fits-all.
               | Hope you can find something that's effective (and
               | enjoyable) for you. :)
        
               | victor106 wrote:
               | 100% this.
               | 
               | Once I realized that understand is different from recall,
               | it made a world of difference.
        
             | asdff wrote:
             | People are already doing this though. If you are a
             | historian, you are already having spaced repetition on your
             | subject of interest, since every book you pick up from the
             | field will cite the seminal information everyone knows in
             | the field. You are constantly being refreshed on it.
             | Likewise in physics or math, if you specialize in some
             | niche, you are constantly reviewing the groundwork and in
             | all likelihood reading a good deal of review articles as
             | well. That being said, there's no point in the professor of
             | history reviewing their calculus from undergrad, and
             | there's no point in the physics researcher to review all
             | the central dates and names of world history every few
             | years. If you strive to have the breadth of an ocean you
             | won't have time for much depth. There's just a finite
             | amount of information one can intake a day.
        
         | dls2016 wrote:
         | This seems to be changing a bit. I have two children in a US
         | public elementary school. The teachers use various apps to have
         | children review mathematics facts. The apps allow children to
         | move at their own pace and also incorporates some spaced
         | repetition. (Though teachers seem to pick whatever app they
         | like and the apps are of varying quality.)
        
           | poszlem wrote:
           | I really hope you're correct. It feels a lot like the debate
           | between phonics and whole language to me, where how we teach
           | makes it difficult for the average student to learn. People
           | here are discussing Bloom's Taxonomy and higher levels of
           | learning, but many students struggle with even the most basic
           | concepts.
        
         | waynesonfire wrote:
         | what do you call the two midterms, the final, the reading, the
         | lecture, and the worksheets? all cover the same material at
         | different times.
         | 
         | if anything, it's higher level education (4, 5, and 600 level
         | college courses) where i saw a lack of spaced repetition, or
         | any sort of learning beyond the professor presenting the
         | material. I guess it's expected that at that point you have
         | your learning technique figured out.
        
           | bluSCALE4 wrote:
           | I'm not sure but by spread out I would assume multi-year.
           | What you described is still problematic. I believe this is
           | why mixed grade classrooms worked out so well because this
           | was inherently unavoidable.
        
           | CuriouslyC wrote:
           | Having an intensive course on a subject over 3-6 months
           | doesn't really let you do much in terms of spaced repetition.
           | If a course is a year long and material is briefly visited,
           | then often revisited, that could work, but even with a year
           | long course, if you see the material on a quiz, a test and (a
           | little bit) in the final that's not even close to optimal.
        
           | poszlem wrote:
           | That's precisely my point. There should be a dedicated
           | subject called "Effective Learning" or something similar,
           | where students are equipped with the necessary tools to
           | continue learning at a higher level after leaving school. The
           | fact that individuals are unaware of these skills later in
           | life is evidence of the education system's shortcomings.
        
           | drjasonharrison wrote:
           | Sometimes they don't cover the same material.
           | 
           | In post-secondary education, the amount of material,
           | typically due to the speed or density of delivery, may reveal
           | that your learning technique isn't working. For example you
           | may spend too much time on one topic rather than on a topic
           | more heavily weighted in an exam.
        
           | pessimizer wrote:
           | > what do you call the two midterms, the final, the reading,
           | the lecture, and the worksheets?
           | 
           | Haphazard spaced repetition.
        
         | __MatrixMan__ wrote:
         | Maybe I'm missing something, but it seems like spaced
         | repetition is rather limited to the bottom two tiers of bloom's
         | taxonomy. Can you flash-cards your way towards being effective
         | at making the changes you want to see in the world?
        
           | ttpphd wrote:
           | The image made me laugh!
        
           | pessimizer wrote:
           | _Using spaced repetition_ is not the same as _replacing all
           | other learning methods with spaced repetition._
           | 
           | Just because spaced repetition isn't good for everything
           | doesn't mean it shouldn't be used for what it is good at.
           | It's good for remembering the specifics of things that you
           | have already learned and understood.
        
           | Kokouane wrote:
           | No, you can not. But Bloom's taxonomy is hierarchical, so
           | covering the first two rungs is very important and necessary
           | for the steps after that. Spaced repetition systems allow you
           | to make sure those bases are covered in an optimal way.
        
             | poszlem wrote:
             | Pretty much this. Essentially, the bottom two tiers serve
             | as the fundamental basis that ought to be robust and
             | sturdy, but frequently end up being the place where
             | students' academic progress comes to a halt.
        
       | sambapa wrote:
       | TLDR: use Anki. Yes, really, that's it.
        
         | account-5 wrote:
         | I hope not. Anki did not work for me at all. I genuinely got
         | worse at remembering things trying that spaced repetition
         | stuff. Definitely not the way I learn things.
        
           | sambapa wrote:
           | Unfortunately it is backed 100% by this paper. Maybe you used
           | Anki in a wrong way (it isn't so obvious and simple)
        
             | account-5 wrote:
             | Maybe. I created cards, and regularly reviewed them in the
             | app, whilst creating more as I was learning new things. Is
             | there a different way of using it?
             | 
             | All it did was stress me out because I wasn't recalling
             | anything and all my cards were repeated basically all the
             | time.
             | 
             | Is there a guide you can recommend that shows me how to use
             | it properly?
        
               | jldugger wrote:
               | I can't recall which guide I read but
               | https://zhighley.com/anki-settings/ seems to cover the
               | relevant bits.
               | 
               | But it honestly depends on the purpose, and the person.
               | There are tunables about how often you see cards in the
               | learning phase, how many new cards are released daily,
               | and how impactful forgetting is on future reviews.
               | Language learning cards focused on vocabulary, may need a
               | longer "learning" stage than math or science topics. So a
               | lot of this comes down to looking at your recall percent,
               | and tuning / reducing new cards added cards to the review
               | set until you are hitting 80-90 percent recall for a week
               | straight. I don't even recall the defaults but especially
               | if you are downloading other people's decks its easy to
               | drown in new cards.
               | 
               | My other suggestion is to use Cloze deletion cards where
               | feasible. It's much easier to learn the US Bill of rights
               | as a set of clauses than trying to recall the seventh
               | amendment on demand in its entirety, and Cloze makes it
               | simple to produce these.
        
               | sambapa wrote:
               | You can start here:
               | 
               | https://www.supermemo.com/en/blog/twenty-rules-of-
               | formulatin...
        
         | elteto wrote:
         | This is not the TLDR and the Anki worshipping is silly. You
         | can't use Anki to learn physics, or math. There's only so much
         | you need to memorize in those subjects, the rest you have to
         | work through problems.
        
           | sambapa wrote:
           | Yes you can, check Michael Nielsen or "A mind for numbers".
           | Anki is two highest highest utility learning techniques
           | combined, so by pareto principle it is tldr.
        
       | VoodooJuJu wrote:
       | >What's the best way to learn a thing? >By doing that thing,
       | repeatedly.
       | 
       | Wow, really activates my almonds. That massive complex academic
       | performance for a conclusion you could have received if you just
       | asked your grandmother.
       | 
       | To me, this is a branch of scientism.
        
         | syzarian wrote:
         | There are lots of examples of counter intuitive results and
         | lots of examples of "obviously true" statements turning out to
         | be false after a rigorous study. Here is an example of a study
         | that reinforces the "obvious". That doesn't make the study
         | without merit or that it was a waste of time.
        
         | ticviking wrote:
         | There is an open question of what smaller things can you teach
         | someone to do so they can do the next more difficult thing.
         | 
         | Music education is full of standard exercises like this that
         | build skills and fluency in them until students can combine
         | them in ways that seem magical to outsiders.
        
       | pella wrote:
       | TLDR: Result of a large meta-analysis of study techniques:
       | 
       | High
       | 
       | - Distributed practice
       | 
       | - Practice testing
       | 
       | Moderate
       | 
       | - Elaborative interrogation
       | 
       | - Interleaved practice
       | 
       | - Self-explanation
       | 
       | Low
       | 
       | - Highlighting
       | 
       | - Imagery use for text learning
       | 
       | - Rereading
       | 
       | - Summarization
       | 
       | - The keyword mnemonic
       | 
       | // via: https://twitter.com/emollick/status/1630938305213628417 (
       | see tips How AI/ChatGPT can help )
        
         | whatever1 wrote:
         | How can you practice history? Or biology? Or organic chemistry.
         | Or law?
         | 
         | You just have to memorize the damn thing. There are no
         | shortcuts.
        
           | mym1990 wrote:
           | No one really said anything about shortcuts. Building maps of
           | knowledge that have logical progressions and connections is
           | so much more fulfilling than rote memorization. I can either
           | memorize that the Iron Age came after the Bronze Age or I can
           | weave a story with as many details as I can find and
           | understand the inner workings of how the transition from the
           | Bronze Age to the Iron Age happened.
           | 
           | You can also identify patterns within domains, which is a
           | pretty common way to begin tackling problems or questions
           | that you don't really know but can start making an educated
           | guess about.
        
           | Spooky23 wrote:
           | You write about it.
           | 
           | I dual majored in history in college in the 90s. The best
           | professors made you write a paper every class that would fit
           | on the front of a college ruled looseleaf paper that would be
           | more comfortable to write on 3-4 pages.
           | 
           | The process of writing and editing taught you to think.
           | Journalism writing before the shit-fest of online news was
           | similar. 6 editors would wield the sword over whatever you
           | wrote.
        
           | austinjp wrote:
           | This is just a guess: maybe thought experiments? In law, that
           | might be randomly picking/generating cases and arguing the
           | points to rehearse knowledge. In history, similarly it could
           | mean role-playing historical scenarios and considering the
           | individuals involved and the politics of the day.
           | 
           | I'm imagining these as group activities, not something one
           | would do alone.
           | 
           | I also freely admit my naivety regarding these subjects.
           | 
           | Finally, I don't think these or similar approaches are "short
           | cuts". Quite the opposite.
        
         | criddell wrote:
         | Test taking is a skill that you can develop. I wonder what
         | portion of the improvements from practice testing come from
         | getting better at test taking?
        
           | Jensson wrote:
           | They tried test taking with tests of a very different format
           | than the final examination, still worked.
        
         | Silverback_VII wrote:
         | no spaced repetition? ChatGPT seems to be very good at
         | generating cards btw
        
           | [deleted]
        
           | bawolff wrote:
           | I feel like that kind of defeats the point if you get chatgpt
           | to make the cards for you.
        
           | AstixAndBelix wrote:
           | Spaced repetition is distributed practice
        
             | layman51 wrote:
             | I read that "distributed practice" seems to be scheduling
             | the learning activities to be spread out over time. I'm not
             | sure if distributed practice has this, but "spaced
             | repetition" seems to have some additional part to it where
             | you don't review the flash cards that you answer correctly
             | as often as the ones you get wrong.
        
               | CuriouslyC wrote:
               | It's distributed practice where the time between practice
               | sessions is chosen to maximize learning / work.
        
           | thundergolfer wrote:
           | > ChatGPT seems to be very good at generating cards btw
           | 
           | So you can get very good at memorizing occassionally
           | incorrect information? If I'm going to put in the effort to
           | drill information into my brain with spaced-repetition, I
           | have a high bar for the accuracy of that information.
           | 
           | I hand write all my cards, and think it's commonly accepted
           | that the manual process of producing the cards is an
           | important first step in the memorization process.
        
             | david_allison wrote:
             | You can prompt ChatGPT to convert existing information into
             | Q/A or cloze style, which saves time for some workloads.
             | 
             | I wouldn't trust it to generate cards from scratch.
        
               | [deleted]
        
               | eric__cartman wrote:
               | I'm not sure if this really saves time in the end. At
               | least for me the part of taking a lot of information and
               | thinking about condensing it in a few sentences is the
               | most important part of making flashcards or similar
               | summaries.
               | 
               | A lot of the time I end up never reading them, or reading
               | them once because I already indirectly studied everything
               | in the process of making them in the first place.
        
               | gowld wrote:
               | There are many free flashcard making tools that are
               | optimized for purpose.
        
           | sureglymop wrote:
           | Personally I prefer coming up with them myself as I am
           | studying the material because that's already the _first pass_
           | of studying. Then as I review I adjust and improve the cards.
        
           | unshavedyak wrote:
           | Ooo, nice idea. Hadn't thought of that
        
         | SpaceManNabs wrote:
         | This list has been pretty well known for about 10 years at
         | least. I remember having this list for at least that long.
         | 
         | From what I understand as well, self-explanation can be higher
         | depending on how elaborate the encoding is.
         | 
         | edit: just noticed that the date was 2013 and not 2023 so 10
         | years is correct. I read this same article long ago.
        
         | l5870uoo9y wrote:
         | Is practice testing equivalent to a multiple choice quiz on the
         | subject?
        
         | marcosdumay wrote:
         | I'd recommend against relying on this TL.DR.
         | 
         | The article is incredibly nuanced, and answers many more
         | questions than only "is this method any good?"
         | 
         | I'd also say it's not correct to place rereading at low
         | effectiveness. The result on the article is more complicated
         | than that.
         | 
         | Also, the article is mostly about memorization learning, and
         | entirely about things with correct/incorrect answers. How well
         | this generalizes for learning the things you need outside of
         | schools isn't there at all.
        
         | misterbwong wrote:
         | TLDR Addendum for people like me who aren't immediately
         | familiar with these terms
         | 
         | High
         | 
         | - Distributed practice: Implementing a schedule of practice
         | that spreads out study activities over time
         | 
         | - Practice testing: Self-testing or taking practice tests over
         | to-be-learned material
         | 
         | Moderate
         | 
         | - Elaborative interrogation: Generating an explanation for why
         | an explicitly stated fact or concept is true
         | 
         | - Interleaved practice: Implementing a schedule of practice
         | that mixes different kinds of problems, or a schedule of study
         | that mixes different kinds of material, within a single study
         | session
         | 
         | - Self-explanation: Explaining how new information is related
         | to known information, or explaining steps taken during problem
         | solving
         | 
         | Low
         | 
         | - Highlighting: Marking potentially important portions of to-
         | be-learned materials while reading
         | 
         | - Imagery use for text learning: Attempting to form mental
         | images of text materials while reading or listening
         | 
         | - Rereading: Restudying text material again after an initial
         | reading
         | 
         | - Summarization: Writing summaries (of various lengths) of to-
         | be-learned texts
         | 
         | - The keyword mnemonic: Using keywords and mental imagery to
         | associate verbal materials
        
         | yt-sdb wrote:
         | In case it's also not clear to others: "high", "moderate", and
         | "low" refer to utility in learning.
        
           | criddell wrote:
           | It's very surprising to me that elaborative explanation,
           | summarizing, and self-explanation score lower than practice
           | tests. I've found that trying to teach something to somebody
           | else is the fastest way for me to determine if I really
           | understand something.
        
             | Jensson wrote:
             | So that method might be fast, but it isn't accurate, your
             | explanations could easily be wrong without you knowing they
             | are wrong. So even though you feel like you know it if you
             | can explain it, many times people are wrong and give wrong
             | explanations but still feel like they are experts, don't be
             | one of those people.
        
               | criddell wrote:
               | It looks like the type of practice test matters a lot:
               | 
               | > a multiple-choice practice test increased intrusions of
               | false alternatives on a final cued-recall test when no
               | feedback was provided, whereas no such increase was
               | observed when feedback was given
               | 
               | Sounds like practice tests are most useful when they are
               | graded and the student gets that feedback. I suppose that
               | makes sense. Flash cards and practice problems also fall
               | under _practice testing_ and it sounds like they were
               | less effective.
        
             | hiAndrewQuinn wrote:
             | It doesn't surprise me. Practice tests can show you you are
             | unambiguously wrong about the details of things in a way
             | writing my own summaries can't unless you go over them with
             | a fine toothed comb anyway.
        
         | Jensson wrote:
         | Problem is that people greatly prefer the low result study
         | techniques since they requires less mental effort. It has been
         | known for a while that they are bad, but since doing those
         | allows people to study more hours for same amount of effort
         | they do it anyway.
        
           | Brybry wrote:
           | "Practice testing" can just be using flashcards to test
           | yourself.
           | 
           | That was really common when I was in school and is fairly low
           | effort.
        
             | BeetleB wrote:
             | As someone who creates flashcards often, the _creation_ is
             | definitely not low effort. Reviewing is.
        
               | admiral33 wrote:
               | I've made plenty of flashcards during undergrad and
               | creation can definitely be both high effort and low
               | effort. Low effort copy and paste from textbook, high
               | effort when using a plugin for anki can mean obfuscating
               | multiple parts of an algorithm/tree. I'm proud of my best
               | flashcards - but is there any evidence that creation +
               | studying is more effective than studying alone over the
               | same timeframe? Anki suggests that on their site but I
               | haven't seen much evidence for it.
               | 
               | Study -> create -> study -> create is effective for us
               | programmers using google but is study -> create -> study
               | -> study ... more effective than study -> study... ?
        
             | Jensson wrote:
             | Making flash cards is in the low gain category, and that is
             | very popular. Disciplined testing using those cards wasn't
             | nearly as common from what I saw, people just made them and
             | then forgot about them. Or just read through them without
             | putting in effort trying to answer each one without looking
             | at the answer. Doing those properly requires effort.
        
               | bawolff wrote:
               | Lol, i can't imagine going through the effort of making
               | flashcards and then just not using them. Are people
               | really like that?
        
               | parksoha wrote:
               | If you do not have time to study... I had to do long
               | commutes while working part-time to get my CS degree.
               | Sometimes I was left with only 1 day of study for an exam
               | and this was the best method for me.
        
               | reidjs wrote:
               | Guilty
        
               | Jensson wrote:
               | Yeah, you can see it in comments in this thread, for
               | example: https://news.ycombinator.com/item?id=34985638
        
               | suddenclarity wrote:
               | People do it all the time because it's fun and you get
               | the initial kick. Like planning a budget, habits, hobby,
               | exercise routine or spend a week collecting courses. Then
               | the daily grind starts and you give up after a few days.
        
               | laserlight wrote:
               | > Making flash cards is in the low gain category
               | 
               | I don't see making flash cards in the list. Do you
               | consider it summarization?
        
               | parksoha wrote:
               | If you do not use them in active retrieval training,
               | definitely falls into summarization.
        
           | tokinonagare wrote:
           | Not surprising highlighting has low impact. I never
           | understood how people could thing that just putting color
           | over something would help in anyway. Also that was one of the
           | feature my former lab used to promote in its learning
           | software and happily wrote cringe research papers about. I
           | understand why: it's both easy to implement and track, which
           | makes it a good feature for low-effort papers.
        
             | j45 wrote:
             | Stopping at highlights alone might be the problem.
             | Migrating highlights to rewriting it your own words for
             | spaced and periodic review can be helpful.
        
             | ortusdux wrote:
             | I once purchased a used textbook wherein over 75% of the
             | text was highlighted.
        
             | the_fury wrote:
             | I've practiced highlighting on and off over the years, but
             | it's never been for memorization. I've mainly used it to
             | separate out critical passages to speed up and simplify
             | future reading.
        
             | chrisweekly wrote:
             | One round of highlighting is almost worthless on its own.
             | BUT. "Progressive summarization" (term coined by Tiago
             | Forte) starts with broad highlighting, followed by 1-2 more
             | rounds of increasingly refined highlighting, and finally
             | rewriting material in own words based on the last round of
             | highlights. Leads to deeper understanding and recall etc.
        
             | gowld wrote:
             | "Low" doesn't mean bad. Sure, practice is better than
             | highlighting/rereading, but I expect that practice fails if
             | the student makes a mistake that can be cured by re-
             | reading. Also, practice takes a lot longer (costs a lot
             | more), so it better have higher impact.
             | 
             | Highlighting is an indexing technique, and maybe a marginal
             | improvement to reading. It's a piece of a solution.
        
             | gnicholas wrote:
             | When I was in law school, I highlighted in different colors
             | to mark different parts of cases (facts, procedural
             | posture, legal holding, etc.). I found this to be very
             | helpful, both when I was marking up cases, and when I was
             | reviewing the cases and able to quickly find the different
             | elements. This is especially important in law school, where
             | professors cold-call students and expect them to know
             | various facts about each case at a moments' notice.
        
           | chowells wrote:
           | Yeah, all of "learning styles" fits into that bucket. It may
           | be what you like, but it isn't what has been shown to be the
           | most effective.
        
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