[HN Gopher] Children's arithmetic skills do not transfer between...
       ___________________________________________________________________
        
       Children's arithmetic skills do not transfer between applied and
       academic math
        
       Author : rbanffy
       Score  : 84 points
       Date   : 2025-02-07 14:18 UTC (8 hours ago)
        
 (HTM) web link (www.nature.com)
 (TXT) w3m dump (www.nature.com)
        
       | peterprescott wrote:
       | This is really interesting, but I don't agree with this
       | conclusion: "These findings highlight the importance of
       | educational curricula that bridge the gap between intuitive and
       | formal maths." (My own opinion is that educational curricula are
       | generally not very important at all; that people are learning
       | machines that learn what they need to in the contexts they find
       | themselves; and that people -- as shown by this study -- struggle
       | to effectively apply what they've learnt in one context into a
       | different context.)
        
         | csours wrote:
         | > My own opinion is that educational curricula are generally
         | not very important at all
         | 
         | We spend an incredible amount of time and effort on educational
         | curricula, so it's worth thinking about.
         | 
         |  _My opinion_ is everything you learn before you start actually
         | using knowledge is  "just" familiarization. In my opinion,
         | pedagogical instruction should do a much better job of
         | explaining this and incorporating this realization. I do think
         | individual teachers understand this.
        
       | delichon wrote:
       | I'm afraid that this is because academic math is often taught and
       | tested in a way that rewards memorization rather than
       | understanding. Here's Richard Feynman's take on the problem:
       | 
       | https://v.cx/2010/04/feynman-brazil-education
        
         | 1970-01-01 wrote:
         | Feynman was correct for science in school, however arithmetic
         | is fundamental and maybe one level above the root of all
         | mathematics. Children should be able to do most of it via
         | mental lookup tables and apply that knowledge on paper. For
         | some reason, they can't.
        
           | freeone3000 wrote:
           | Why should they? We have the tables in our pockets at
           | literally all times; doing arithmetic without it might be
           | useful, or a bit faster sometimes, but is hardly an essential
           | skill.
        
             | 1970-01-01 wrote:
             | "Will you have enough fuel to make it over the mountain
             | range?"
             | 
             | "My phone is just rebooting" the pilot replied.
        
               | freeone3000 wrote:
               | The plane has an onboard calculator for this :)
        
             | BeFlatXIII wrote:
             | For catching when you keyed something in incorrectly.
        
             | somenameforme wrote:
             | It builds a numeric intuition. When you repeat something
             | enough, it begins to do itself - you gain a subconscious
             | mastery. Think about yourself as you read these words.
             | Imagine if you were looking at the letters and actually
             | trying to sound out each word, consciously thinking about
             | each words meaning, and then finally trying to piece
             | together the meaning. You'd spend 5 minutes reading a
             | sentence or two, and oh God help yo if tere ws a tpyo.
             | Instead it all just flows without you even thinking about
             | it, even when completely butchered.
             | 
             | And that sort of flow is, I think, obtainable for most of
             | anything. But 100% for certain for numbers. Somebody who
             | doesn't gain an intuitive understanding of basic arithmetic
             | will have an extremely uncomfortable relationship with any
             | sort of math, which mostly just means they'll avoid it at
             | all costs, but you can't really. I don't even mean STEM
             | careers, but everything from cooking (especially baking) to
             | construction and generally an overwhelming majority of
             | careers make heavy use of mathematical intuition in ways
             | you might not consider, especially if you're already on
             | good terms with numbers.
        
               | em-bee wrote:
               | that's why montessori math is so impressive. it starts
               | with counting out beads one at a time by the hundreds
               | until they have internalized that. then they get beads on
               | a stiff wire 10 at a time, and repeat the process
               | counting them out up to a 1000. and so forth until
               | eventually they hold in their hands blocks of 1000 beads
               | glued together in a cube, and only after they have
               | internalized that the beads get replaced with more
               | abstract woodblocks and sticks. and all that happens in
               | the first year or so at the age of 3.
        
             | em-bee wrote:
             | so every time i go shopping i have to type all the prices
             | of what i buy into my phone and also have the calculator
             | connect to my bank account and not only make sure i have
             | enough savings, but also tell me that i am not spending
             | more than my average for weekly groceries? and when doing
             | that i need to make sure to not make any typos because my
             | lack of numeric intuition won't allow me to recognize where
             | i made a mistake. and i also won't be able to tell if an
             | item is overpriced. nor will i recognize a bargain unless
             | it is marked with a big colorful sticker.
        
             | cratermoon wrote:
             | I suggest learning to use a slide rule and abacus.
        
           | throwway120385 wrote:
           | No, it goes beyond that. There's "arithmetic," the applied
           | usage of addition, multiplication, subtraction, and division
           | to permute numbers, and then there's Arithmetic, the set of
           | theorems and axioms that give rise to that system of applied
           | arithmetic. Memorization only works for the applied part, and
           | children aren't usually taught that there is a system of
           | reasoning behind those rules. Without that, no amount of
           | mathematical dexterity in pushing symbols across a page will
           | help them understand anything past the 100 level, and
           | sometimes not even that.
           | 
           | I also think there's a huge undercurrent of resistance from
           | adults to having children learn that system of reasoning
           | because adults don't understand why it's useful, and in my
           | experience when people don't understand something they
           | dismiss it.
           | 
           | Edit: A nice example of another axiomatic system that might
           | be more approachable is Euclid's Elements, in which five
           | postulates are used to develop a system of geometry using an
           | unmarked straightedge and a collapsible compass that you
           | could, if you were careful, use to build bridges and other
           | large buildings.
        
             | 1970-01-01 wrote:
             | The study was limited to cities in India. We shouldn't put
             | much weight into this applying globally.
        
               | throwway120385 wrote:
               | I mean I remember seeing this first-hand student teaching
               | Mathematics 13 years ago in the US. They got to me having
               | never seen any of that stuff, and the curriculum
               | attempted to provide a good education in mathematics. But
               | the staff and the way the whole system is structured is
               | to skip all of that and memorize the single rule you need
               | to know to get through the test. So it's all done by rote
               | and the only time you find out how you've been cheated is
               | when you try to go through Calculus.
               | 
               | And I remember that was how we learned everything when I
               | was a kid, and the teachers chose not to do anything
               | else. I also remember from my math ed curriculum one of
               | the professors joking about the elementary education
               | students complaining about having to learn middle school
               | math from the college perspective. So I think portions of
               | this apply here.
               | 
               | I've also seen carpenters apply trigonometry very
               | effectively to do things like cuts for roofs and stair
               | jacks, so there's certainly a lot of truth to people
               | learning maths by occupation and not in a formal setting,
               | and I think part of it is the formal setting.
        
             | sumtechguy wrote:
             | Once I got to calc2 and 3. I was so mad. I realized I had
             | spent nearly a decade memorizing things. When I could use
             | calculus to have a factory that made formulas and the rules
             | were on a whole simpler to remember and apply.
        
               | Izkata wrote:
               | Similar here: There were all sorts of volume and area
               | equations I could never remember, then one slow day at
               | work I decided to try and derive the volume of a spehere
               | using what I'd just learned in calculus. After doing so
               | each part of the equation made sense instead of appearing
               | random, and two decades later I still remember it without
               | having to derive it again.
        
               | rcxdude wrote:
               | Did you not get to doing lots of integrals? A whole new
               | field of patterns to memorise, which I hated.
        
               | epicureanideal wrote:
               | Good point, but there are probably plenty of formulas
               | that can be derived with simple integrals, as a backup
               | for if those formulas are forgotten.
        
               | Almondsetat wrote:
               | Unfortunately, integration, as opposed to derivation, is
               | made of pattern recognition. It's simply that way, like
               | differential equations.
        
               | Nihilartikel wrote:
               | I had a lucky experience taking HS calculus the semester
               | before as physics. I saw other students torturing
               | themselves memorizing the formulae from the physics text
               | and even then struggling to apply it to novel problems.
               | 
               | For the most part, knowing basic calc, it was possible to
               | just draw a free body diagram and either integrate or
               | take a derivative to get the answer. Didn't memorize much
               | beyond f=ma and v=IR, for better or worse.
               | 
               | I still firmly believe that physics and calculus should
               | be introduced together to provide a tangible and
               | practical base to understand the mathematical theory.
        
         | derbOac wrote:
         | I had a similar reaction. I had a lot of reactions, and found
         | the paper interesting.
         | 
         | First, it reminded me of something a stats professor said in
         | grad school: "there are two kinds of mathematicians, those who
         | are good at arithmetic, and those who are not." He was speaking
         | as someone who identified with the latter.
         | 
         | I can't tell if this is something related to this domain of
         | math in particular or something broader. My guess is it's
         | something broader.
         | 
         | I have colleagues (speaking as a professor) who have complained
         | about admitted students who come in with very high grades and
         | test scores, but who can't actually reason independently very
         | well and despair when they are not "told exactly how to
         | respond" on tests and whatnot. You have to be careful because
         | sometimes these complaints hide bad teaching, but I think this
         | is a common sentiment, and I've seen articles written about
         | similar sentiments at other places.
         | 
         | The paper touches on a lot of issues, like applied versus
         | abstract concepts, generalizability of learning, "being a good
         | student" versus actual cognitive ability, learning how to take
         | tests versus learning concepts, the difficulty of measuring
         | cognitive and academic ability, and the fallibility of
         | measuring complex human attributes in general.
        
           | zdragnar wrote:
           | Even in lower education, as a student I hated word problems.
           | Partly, I just wanted to be told what equation to solve. In
           | retrospect, though, I think a lot of it was the framing.
           | 
           | It was always presented as some variation of short exposition
           | followed by a question. The question was usually framed as an
           | outside observer asking for some fact about the story.
           | 
           | Think of the classic "A train leaves station A headed west at
           | 6:30 traveling at 30 miles an hour. A second train leaves
           | another station at 7 traveling 50 miles an hour. When do they
           | pass each other?". There's no problem here to solve. Who
           | cares when they pass each other? Why do we care?
           | 
           | Sure, a little exposition helps build up analysis and
           | application skills, but it doesn't actually offer much in the
           | way of engagement.
        
         | almostgotcaught wrote:
         | i hate when people quote random celebrities as authoritative on
         | any topic, let alone as a counterpoint to actual authorities
         | (google the authors of this study).
         | 
         | Edit: hn is just as anti-intellectual as any other place these
         | days but y'all style yourselves as intelligentsia because your
         | celebrities are _special_.
         | 
         | I'll repeat: check out the qualifications of the authors of
         | this study and compare them to Feynman's _on this subject_. Any
         | reasonable person would conclude that comparing them is exactly
         | like comparing Kim Kardashian and Feynman 's on QED.
        
           | gjstein wrote:
           | Feynman is no random celebrity. In addition to be a renowned
           | physicist, his famous "Feynman Lectures" and his thoughts on
           | pedagogy are similarly legendary.
        
             | BeetleB wrote:
             | The Feynman Lectures are great at giving you an intuitive
             | understanding, but is no substitute for the regular
             | curriculum. You don't find many people who read only the
             | Feynman Lectures who can then go on to solve physics
             | problems well. You _do_ find many who read the regular
             | textbooks and who can.
        
           | wizzwizz4 wrote:
           | In this case, Richard Feynman is just writing about his
           | personal experiences of a well-known phenomenon.
           | https://profkeithdevlin.org/wp-
           | content/uploads/2023/09/lockh... ("Lockhart's Lament") would
           | perhaps be a better reference, but nearly anyone who's been
           | through the education system would be able to tell you this.
        
             | almostgotcaught wrote:
             | > Richard Feynman is just writing about his personal
             | experiences
             | 
             | Let's see
             | 
             | 1. The personal experiences of a guy with no formal
             | training in pedagogy or education
             | 
             | 2. A research paper in nature written by expert education
             | economists
             | 
             | Hmmmmmmmm
        
               | erikerikson wrote:
               | I wanted to upvote your other comment because it caught a
               | detail of "how much" that may have slipped past the other
               | commenter's or other reader's minds but...
               | 
               | 0. The Kardashians
               | 
               | The distance between 0 and 1 is vast compared to the
               | distance between 1 and 2. Feynman was a professor and
               | also beloved for his ability to bridge across the
               | academic to pragmatic divide that is the subject of this
               | paper.
        
               | almostgotcaught wrote:
               | What is the relevance of this point? No one has linked a
               | Kardashian's take on anything? So who cares if the
               | distance between 0 and 1 is larger than the distance
               | between 1 and 2 - we are only discussing the distance
               | between 1 and 2.
        
               | erikerikson wrote:
               | The original comment you responded to made no comparative
               | claims. It simply offered another person's attempt to
               | describe. Feynman is fairly famous but nonetheless an
               | authoritative source relative to most of the population
               | (probably more so than both of us, though I don't know
               | you do have little basis beyond priors [sorry if you have
               | greater credibility than Feynman, I didn't know]).
               | Feynman is less authoritative on the subject than the
               | authors of the article but still... Being well known
               | doesn't remove the authority level that Feynman does have
               | on the topic.
               | 
               | I should, perhaps, have used:
               | 
               | 0. Average person
        
               | wizzwizz4 wrote:
               | Richard Feynman is famous _for being an educator_ , and
               | he's clearly quite good at it. Who cares if he has no
               | formal training? I reckon he deserves at least a 1.2 on
               | this scale.
        
               | almostgotcaught wrote:
               | > Richard Feynman is famous for being an educator
               | 
               | It's amazing how deep the celebrity worship goes. No he's
               | famous for being a mathematical physicist (his Nobel is
               | in physics not education). He was actually a very
               | mediocre educator - you can read his own assessments of
               | his success/failure in teaching the "famous" intro
               | courses.
               | 
               | Or you can ask literally any physics major that's
               | actually had to use those books (they are horrible for
               | actually learning from).
        
               | wizzwizz4 wrote:
               | Most Nobel winners are not famous. I never said he was a
               | stellar educator: I said he is _famous_ for it, and that
               | he is _quite good_ at it.
        
               | zyklu5 wrote:
               | And why should I simply assume that "Education
               | Economists"* really know the subject they purport to talk
               | about? Because they are credentialed members of
               | university departments with some label? Because a few of
               | them won some Bank of Sweden award?
               | 
               | Just because a particular department or field of study
               | exists in academia does not magically give them the
               | imprimatur you think it does.
               | 
               | * Btw, I know for a fact that a few of them are not
               | "education economists"
        
               | almostgotcaught wrote:
               | > And why should I simply assume that "Education
               | Economists"* really know the subject they purport to talk
               | about?
               | 
               | I'm glad we've arrived at Fox News level takes. At least
               | we can all admit what we are here.
        
               | kbelder wrote:
               | Wow, it's really a no-brainer when you phrased it that
               | way.
               | 
               | Unfortunately it destroyed your argument.
        
           | deadbabe wrote:
           | You delievered this comment as if he had just quoted kim
           | kardashian.
        
             | throwway120385 wrote:
             | More to the point, if Kim Kardashian delivered an essay
             | with similar arguments I don't think we should care that it
             | was written by a Kardashian.
        
           | PaulRobinson wrote:
           | Did you just call Richard Feynman a "random celebrity", who
           | isn't authoritative on the subject of science?
           | 
           | Hint: I might need to google the authors of the study, I
           | don't need to google Richard Feynman...
        
             | almostgotcaught wrote:
             | > don't need to google Richard Feynman...
             | 
             | My friend that is the textbook definition of celebrity
             | status.
        
               | inglor_cz wrote:
               | "Celebrity" in colloquial use implies someone "famous for
               | being famous", like Kim Kardashian.
               | 
               | To use such word with regard to one of the most talented
               | and innovative physicists of the 20th century debases the
               | entire conversation.
        
               | almostgotcaught wrote:
               | > debases the entire conversation.
               | 
               | If my eyes rolled back any further in my head I could
               | look into the past.
               | 
               | But you've proven your own point: you know him because
               | he's known but because you're actually familiar with his
               | work.
               | 
               | So again: textbook celebrity worship masquerading as
               | intellectualism.
        
             | jcranmer wrote:
             | Linus Pauling's authority in chemistry doesn't make his
             | cuckoo theories about Vitamin C any less cuckoo. Feynman
             | may have been an important physicist, but that doesn't make
             | him knowledgeable about education!
             | 
             | And, to be honest, there's a reason why there are memes
             | about physicists' competence in other fields, like
             | https://xkcd.com/793/.
        
               | PaulRobinson wrote:
               | Feynman was extremely knowledgeable about pedagogy, and
               | his lectures are considered some of the finest works in
               | the field.
               | 
               | I'm very aware of the "spherical cow" joke about
               | physicists, but this isn't a "random celebrity".
        
               | somenameforme wrote:
               | As well as the texts based off his lectures. [1] His
               | ability to teach was completely unreal. Those 'books'
               | dramatically deepened my _understanding_ of physics.
               | 
               | [1] - https://www.feynmanlectures.caltech.edu/
        
               | fragmede wrote:
               | He taught a two-year introductory physics course at
               | Caltech from 1961 to 1964, which gives him _some_
               | experience with the matter though. He was known as  "The
               | Great Explainer", due to his ability to help people
               | understand and more importantly, be inspired by science
               | and the world around them*. His materials from those
               | lectures were converted into "The Feynman Lectures on
               | Physics", a highly regarded physics textbook. so I
               | wouldn't have chosen education as my example.
               | 
               | In support of 793 however, he didn't do well with
               | bureaucracy so I'd not listen to his advice on how to run
               | something that favored rigorous rule following even when
               | the rules don't make sense**.
               | 
               | * https://www.commoncraft.com/honor-richard-feynman-
               | great-expl...
               | 
               | ** https://laurakornish.com/2019/04/no-joking-matter-
               | feynman-on...
        
             | watwut wrote:
             | He is celebrity. He is not authoritative about subject of
             | teaching math to kids. He is authoritative about his area
             | of physics. He also is authoritative about writing popular
             | books for physics that demystify physics to adults. But
             | again, not about kids and math.
        
           | dambi0 wrote:
           | Regardless of the people involved, being asked to consider
           | someone's opinion on a matter is a world apart from claiming
           | they are an authority on the topic.
        
           | timerol wrote:
           | My parent comment is especially jarring because Feynman's
           | findings agree with, and propose a mechanism for, the
           | findings of the study. The comment seems to imply that
           | there's some great tension between "arithmetic skills do not
           | transfer between applied and academic mathematics" and "the
           | students had memorized everything, but they didn't know what
           | anything meant". Or between "These findings highlight the
           | importance of educational curricula that bridge the gap
           | between intuitive and formal maths" and the less academically
           | worded "There, have you got science? No! You have only told
           | what a word means in terms of other words. You haven't told
           | anything about nature."
           | 
           | Nobody's quoting Feynman "as a counterpoint to actual
           | authorities". Feynman's excerpt provides first-hand testimony
           | from a teacher on the front lines that fully validates what
           | the study found.
        
           | yesfitz wrote:
           | It's not a counterpoint. The Feynman excerpt and the paper
           | support each other.
           | 
           | The paper's abstract ends, "These findings highlight the
           | importance of educational curricula that bridge the gap
           | between intuitive and formal maths." The Feynman excerpt is
           | about the issues caused by a lack of practica in education
           | and how they should be resolved.
           | 
           | The paper's authors wrote, "These findings call for a maths
           | pedagogy that explicitly addresses these translational
           | challenges through curricula that connect abstract maths
           | symbols and concepts to intuitively meaningful contexts and
           | problems." And provide 2 examples of Randomized Control
           | Trials of math courses in Brazil and India respectively that
           | address the challenges successfully.
           | 
           | Even if you remove Feynman's name, it's still interesting
           | that a Theoretical Physics professor and educator wrote
           | clearly about a very similar issue they encountered over 60
           | years before the paper in question was published.
        
         | mvieira38 wrote:
         | This tracks nearly 1 to 1 with my experience growing up in
         | Brazil. Nice to see someone so accomplished pointing it out,
         | thanks for sharing
        
         | blackeyeblitzar wrote:
         | I wonder if this is true for all cohorts. There are a lot of
         | children who are just fundamentally not intelligent, and deal
         | with math classes by basically memorizing things and repeating
         | them without real understanding. But for children who are
         | understanding what they're learning, I would expect academic
         | learning to translate to other things.
        
       | greentxt wrote:
       | "ask whether, in the urban Indian context, the arithmetic skills
       | that are used in market transactions transfer to the more
       | abstract maths skills taught in school."
       | 
       | I have a hard time with this notion of 2 different maths. I
       | wonder if it is specific to the "urban Indian context" as the
       | authors seem to suggest in their literature review -- I didn't
       | pursue their references. Intuitive math that is not associated
       | with memorization sounds like g.
        
         | dkarl wrote:
         | My father, who had a PhD in history, had exactly the kind of
         | math skills the study describes in Indian children. With
         | ordinary arithmetic, he was fast and accurate. Money and
         | baseball statistics were no problem. Algebra? No fucking way.
         | As soon as x and y were involved, he struggled. Strike that: he
         | wasn't able to struggle. He wasn't able to engage the gears
         | that would allow him to apply effort.
         | 
         | One time, when I was in high school and already contemplating
         | majoring in math in college, he told me that a math professor
         | had told him that in modern mathematics you didn't have to know
         | what you were talking about. All their theories could apply to
         | anything. Like you could pick up a paper, and they're talking
         | about X, and you could decide X was Donald Duck! He told me
         | this like it was an exotic glimpse into another culture -- he
         | knew that it looked ridiculous to him, but he also knew that it
         | probably looked ridiculous because he didn't understand what he
         | was looking at. You could tell that one part of his brain felt
         | like it was a gotcha moment for the mathematicians, but another
         | part of his brain could see that they weren't embarrassed about
         | it, and he taught WWII every year so he knew that Donald Duck
         | could also be artillery shells or atoms. He had that last
         | defense of common sense that stops people from embracing crank
         | theories about other fields of study.
         | 
         | This was a guy who taught recent history and accepted the
         | abstract ideological struggles of the 20th century without
         | blinking, but when you told him that someone could write an
         | entire doctoral thesis about X without knowing _concretely_
         | what X was, it was such an alien idea that it was out of range
         | of his curiosity.
         | 
         | From this I would be confused about how he got through high
         | school math, except that my sister, who also has a PhD in
         | history, explained how she got through calculus: she studied
         | all the homework problems and all the solutions over and over
         | until she had memorized them, and she reproduced the patterns
         | on the tests. At our high school, that was good enough for As.
         | In college, it was good enough for Bs.
         | 
         | (It makes me feel a tiny bit more empathy for the condescending
         | mathphobes who denigrate virtually all school mathematics work
         | as pointless, deadening rote learning. For many of them it
         | might be a sincere belief. They might have actually experienced
         | it that way and never experienced any of the worthwhile aspects
         | of it. But, on the other hand, they should have the grace my
         | dad did to stop short of declaring it worthless just because
         | they didn't get it.)
        
           | greentxt wrote:
           | It is very sad to me that so many people can't enjoy that
           | aspect of math. I was lucky, pbs used to show math stuff to
           | kids, so it was fun and interesting before it was a school
           | thing. Of course a huge part of math learning is just hatd
           | work for most if us. But kids should taste the delight first,
           | it motivates them to do the less delightful practice.
        
             | dkarl wrote:
             | Unfortunately, the pleasure or displeasure of doing math
             | compounds quickly. A kid who doesn't enjoy it is going to
             | do the minimum required, and if that isn't enough, it will
             | become ever harder and less enjoyable in the future. You
             | need practice, and practice is a dirty word in pedagogy.
             | 
             | Someday education is going to catch up with music and sport
             | in its attitude towards practice. As adults we all
             | understand that in music or sports, the most elite of the
             | elite, the top 0.01% of human beings in attainment, are
             | never too good to need more practice and polish of basic
             | skills. But when we look at children learning math,
             | repetition becomes anathema. My question is, how could
             | anybody ever enjoy math without repetition? You need to
             | make the boring stuff easy and then keep it easy. How does
             | that happen without repetition? If you don't practice, the
             | boring stuff becomes hard again, and you don't have brains
             | to spare for the interesting stuff.
        
               | greentxt wrote:
               | I agree. Kids need to eat their vegetables, but we can
               | make vegetables quite delicious if we try. Also, the
               | music metaphor is imperfect because some musicians are
               | performers others composers. I prefer sport as the
               | metaphor: a mix of short laregely repituous training and
               | longer term strategy, different styles for different
               | athletes, influence of genetics and talent heterogeneity
               | acknowledged at the elite end of the spectrum.
        
       | brnaftr361 wrote:
       | Anecdotally, this is true even as an adult. As a non-trad student
       | the application side of things as they are taught are fairly
       | effete, we learn how to translate graphs in algebra, quadratics,
       | polynomials... I don't recall much in the way of meaningful
       | application in either trig or algebra and what was there was
       | remembered solely in the context of future examination.
       | 
       | In one hand I would argue there is virtually no incentive for
       | play, or discovery, or superfluous activity with the math due to
       | grading, and in fact it's disincentivized as it is one factor of
       | a multivariate optimization problem. On the other hand I would
       | argue that it's taught too fast as an effect of the former
       | condition - as someone who isn't in a highly mathematical branch
       | of STEM the use of mathematics is comparably infrequent when
       | considering the TEM, as such atrophy sets rapidly after
       | examination. And this could be said more generally with the S as
       | well, though there is some degree of reinforcement there.
       | 
       | As things are, I feel that the timeline is askew, the won't if
       | these institutions to produce biologists along the same timeline
       | as they did a few decades ago is a little ridiculous considering
       | the ballooning of quantitative discovery that has occured since,
       | for instance, it wasn't so long ago that DNA was a conceptual
       | exercise.
       | 
       | Moreover, the failure of education to keep with the times and
       | adapt a realistic curricula for the modern era is also
       | inhibitory. Indeed I would argue that the current academic
       | zeitgeist is working against itself. At once being a trade
       | program and while also trying to facilitate the development of
       | "academia" itself are forces acting against one another. The
       | number of premed students running the gauntlet in my program far
       | outweigh the number of people with [let's say] legitimate
       | interest in learning about the concepts in the program, which are
       | also made to compete with the premeds in the limited slots
       | available for lab internships. In my experience this leads to a
       | chilling effect. Fortuitously, once in a lab things tend to be a
       | little more facorable in terms of rapport.
        
       | robertclaus wrote:
       | On the surface it's pretty obvious that classroom learning
       | doesn't immediately translate to real world experience, but the
       | paper's finding seems to be more about the extreme degree of
       | discrepancy between the two cohorts. It almost feels like a
       | comment on social class distinctions - there are children who get
       | classroom educations that don't have to use it, while others have
       | to use the skills but don't get the related education.
        
       | cjs_ac wrote:
       | Jean Piaget was one of the foundational researchers in cognitive
       | development, particularly in 'constructivist' circles.
       | Constructivism is the theory that learning is an active
       | psychological process, and is contrasted with behaviourism (often
       | associated with B.F. Skinner), in which learning is a passive
       | process. Constructivism is popular amongst school teachers and
       | behaviourism is unpopular.
       | 
       | Piaget's theories are very much rooted in learning about the
       | physical world, and are thus more popular amongst teachers in the
       | 'STEM' disciplines. The other foundational researcher in
       | constructivism was Lev Vygostky, who worked in the Soviet Union
       | under Stalin, and his theories reflect the political pressures of
       | that environment; his earlier work remains influential especially
       | amongst humanities teachers, whereas his later work is
       | excessively ideological.
       | 
       | Piaget proposed a stage-based model of development, in which
       | children progress through four different stages of cognition. The
       | last two stages he called the _concrete operational stage_ and
       | the _formal operational stage_. In the concrete operational
       | stage, children become capable of _one_ layer of abstraction or
       | symbolic indirection; it is not until they reach the formal
       | operational stage that they are capable of multiple layers of
       | abstraction or symbolic indirection.
       | 
       | It is interesting to note that Piaget suggested that the
       | transition between these two stages usually occurs around the age
       | of eleven, which is when British children transition from primary
       | to secondary school.
       | 
       | So, to contextualise the linked article, the studied children
       | developed an applied understanding of mathematics that fit their
       | concrete operational cognition: the mental operations were
       | readily made concrete by manipulating coins and banknotes.
       | 
       | However, when children study mathematics in school, it is very
       | much done as formal operations: the numbers are not intended to
       | represent anything physical at all. Consequently, many children
       | learn mathematics as a set of arcane rituals for manipulating
       | symbols on paper, because they can't yet understand the abstract
       | meanings of those symbols.
       | 
       | Piaget's theory on Wikipedia:
       | https://en.wikipedia.org/wiki/Jean_Piaget#Theory
       | 
       | Paul Lockhart writes something parallel to this argument in _A
       | Mathematician 's Lament_:
       | https://archive.org/details/AMathematiciansLament/mode/2up
        
         | greentxt wrote:
         | "many children learn mathematics as a set of arcane rituals for
         | manipulating symbols on paper, because they can't yet
         | understand the abstract meanings of those symbols."
         | 
         | In the US?
         | 
         | I had pretty typical US public school education. Word problems
         | and application were ubiquituous. Perhaps my experience is non-
         | representative, or you like the study authors are speaking of
         | other educational contexts (Asia).
        
           | cjs_ac wrote:
           | I grew up in Australia and taught in Australia and the UK;
           | and yes, the word problems are ubiquitous in those countries
           | too. But those word problems are always deeply inauthentic,
           | and extracting the relevant information from them becomes
           | just another arcane activity.
           | 
           | One that comes to mind involves a farmer with a given length
           | of fencing, and the student has to find the area of the
           | largest rectangular field the farmer can surround with that
           | fencing. It's a good mathematical puzzle, but the actual
           | real-world problem is how much fencing the farmer needs to
           | surround a given field.
           | 
           | Coming up with genuine, real-world applications for every
           | mathematics lesson is extremely time-consuming, and maths
           | teachers simply don't have the time.
        
             | greentxt wrote:
             | Maybe there's an element of both time and skill? How many
             | folks that pursue math can point to a great early teacher
             | as being influential. Not all, but I _want_ to believe it
             | 's common and maybe true for most.
        
             | anon291 wrote:
             | With ChatGPT et al... it should start to be pretty easy. I
             | envision a question answer game between humans and the AI.
             | The AI would set up the scenario and the kids would have to
             | ask the right questions. Teachers could supervise and
             | evaluate
        
           | aidenn0 wrote:
           | Some children read word problems, understand the question and
           | apply math. Most children look for key words, use those key
           | words to guess what operation to apply, then apply it to the
           | numbers in the question (e.g. there were 3 numbers and the
           | word "total" so I'll sum the numbers).
        
             | anon291 wrote:
             | In my experience, this is as much an issue with reading
             | comprehension as it is with math
        
       | hyeonwho4 wrote:
       | I'm surprised this was published now, given that I saw a talk on
       | this at a math conference in either 2008 or 2009. The memorable
       | anecdote was that they filmed children who worked with cash in
       | the market, brought them to the classroom, and given pen and
       | paper in the classroom they would be unable to duplicate the
       | calculations they had already done in the market. The speaker was
       | promoting VR to simulate the market context in the classroom.
       | 
       | I guess what this paper adds is a higher N and the reverse case,
       | that classroom skills don't transfer to the market.
        
         | tombert wrote:
         | When I was an adjunct a couple years ago, I would use money for
         | the more introductory stuff in Python.
         | 
         | I figured that for better or worse, every single person in that
         | classroom will have to deal with some amount of "money math" in
         | their life, and "money math" is still "real" math, and programs
         | involving money are still "real" programs. If nothing else, I
         | couldn't really get the "when will I ever use this????" kinds
         | of questions.
         | 
         | A lot of people seem to have almost a "phobia" of mathematics;
         | they are perfectly fine doing the relevant calculations in
         | regards to stuff that's directly used, like money, but seem to
         | shut down when mathematical notation is used.
        
           | WillAdams wrote:
           | My father's comment after we finally nagged him into buying
           | the family a copy of the boardgame _Monopoly_ and playing a
           | game:
           | 
           | >If I'd known you kids would get so much math practice from
           | this I would have bought it a long time ago.
        
             | tombert wrote:
             | Yeah, similarly, a friend of mine's kid got really into
             | Kerbal Space Program. That friend didn't mind his kid
             | playing that one for long periods of time, because there's
             | a ton of real math and physics being used, but the game is
             | relatively fun.
        
       | Joel_Mckay wrote:
       | The development challenges posed by wealth inequality was
       | quantified in numerous studies: "Outliers: The Story of Success"
       | (Malcolm Gladwell, 2011)
       | 
       | https://www.amazon.com/Outliers-Story-Success-Malcolm-Gladwe...
       | 
       | And the psychological impact on vulnerable children has also been
       | studied: "Inducing learned helplessness: video fragment"
       | 
       | https://www.youtube.com/watch?v=MTqBP-x3yR0
       | 
       | Notably, the advanced mathematics guidance programs from the
       | institutional outreach for children were usually by invitation
       | only. Thus, unless you were identified as "gifted" early on, the
       | academic content for your development is very different.
       | 
       | Personally, I think grade-school kids in grade 7 should be
       | introduced to physics with calculus, discreet mathematics, and
       | linear algebra. However, the content should not be part of a
       | graded curriculum, but rather a set of trivial daily puzzles to
       | solve.
       | 
       | The current academic institutions are often engaged in all sorts
       | of policies that have nothing to do with science, or students
       | cognitive development.
       | 
       | YMMV, and hold out hope for tenure... lol =3
        
       | taeric wrote:
       | I'm curious on this. My gut would be that NOTHING transfers
       | between contexts by default. Instead, learning to transfer
       | something between contexts is itself a skill that needs effort.
       | 
       | As an easy example, just counting beats is clearly just counting.
       | Yet counting beats and aligning transitions/changes on or off a
       | beat is a skill you have to work on.
       | 
       | Indeed, the same counting can help people that are running to
       | start to even breaths out. Simple meditations often have you
       | count a breath in, and then count it out. Just because you can
       | count doesn't mean you will automatically be good at any of these
       | things.
       | 
       | There is also the question of what it means to count? Do you
       | literally hear a voice in your head speaking the numbers away? Do
       | you see a ticker? Do you have some other mental tally system?
        
         | milesvp wrote:
         | What you describe is one of the fundamental "problems" of
         | associative memories. Which is doing or recalling a thing in
         | one context does not mean you are capable of doing or recalling
         | the exact same thing in another context. Neurons light up based
         | on all the current inputs, and if none of the current inputs
         | light up the neurons that can trigger a skill, good luck doing
         | that skill. This is why practicing in a wide variety of
         | contexts is really important for mastery, you're essentially
         | increasing the odds that different inputs have a chance to
         | trigger the knowledge that's locked away in the structure.
        
           | taeric wrote:
           | Is that, essentially, what the article is looking at?
           | 
           | My curiosity is that this is my prior. The article is clearly
           | framed in the opposite direction. Am I just putting too much
           | emphasis on the headline?
        
         | Someone wrote:
         | > My gut would be that NOTHING transfers between contexts by
         | default.
         | 
         | Once you've learned to write, you can write with a pen between
         | your toes (crudely because of a lack of fine motor control),
         | with a chisel in wood, with a spray can, men can write while
         | peeing into snow, etc.
         | 
         | > As an easy example, just counting beats is clearly just
         | counting.
         | 
         | Agreed.
         | 
         | > Yet counting beats and aligning transitions/changes on or off
         | a beat is a skill you have to work on.
         | 
         | But that's not _just counting_ , is it? It's counting _and_
         | aligning transitions/changes on or off a beat, so it requires
         | detecting transitions/changes while counting.
        
           | taeric wrote:
           | I'm not clear that writing with different tools is really the
           | same as writing in different contexts? Writing in a different
           | context would be that you have learned to write your letters,
           | but now you are learning to write poetry. Different kinds of
           | poetry, even.
           | 
           | My point for aligning changes on beats is that you are
           | learning to count a mixed radix, effectively. We don't teach
           | it that way, anymore, as positional numbers have grown to be
           | what many of us think of as numbers. But mixed radix counting
           | is the norm in the world in ways that people just don't
           | realize anymore.
        
           | layman51 wrote:
           | The idea of transferring knowledge being a separate skill
           | reminds me of the Wason selection task[1]. I first learned
           | about this in a course on education and it felt pretty
           | shocking to see so many classmates struggling with the logic
           | puzzle version of the question. But then if you set up the
           | same task with a story about being a bartender then it
           | becomes more straightforward to solve.
           | 
           | [1]: https://en.wikipedia.org/wiki/Wason_selection_task
        
           | timerol wrote:
           | > Once you've learned to write, you can write with a pen
           | between your toes (crudely because of a lack of fine motor
           | control), with a chisel in wood, with a spray can, men can
           | write while peeing into snow, etc.
           | 
           | This is not accurate. Find a child who has just learned how
           | to write an A, and ask them to write an A with their feet, or
           | even their non-dominant hand. It will be just as hard as
           | getting them to write a B. The connection between shape and
           | motion is a relatively simple one, but your first attempt at
           | writing a word with piss in snow is gonna look awful.
           | Penmanship needs to be learned in the new context.
           | 
           | A fun example I like to bring up involves yelling in foreign
           | languages. Even if you have an impeccable accent in your
           | second language, if you've never practiced talking loudly,
           | the first time you need to order lunch over the noise of a
           | passing subway train, your accent will entirely fall apart as
           | you try to say the same thing, but louder. (Yes, this is a
           | personal anecdote, with a passable accent in my second
           | language, as opposed to impeccable.)
        
       | jrm4 wrote:
       | Completely unsurprising. (Former?) Math nerd and common core
       | hater here; having watched myself and other kids go through all
       | of this; beyond EARLY algebra, maybe earlier we literally should
       | not teach any math that doesn't have an immediate and obvious use
       | to children.
       | 
       | (My biggest pet peeve is how Common Core teaches fun -- but
       | unnecessary for learning -- math nerd tricks. I LOVE math nerd
       | tricks, but they should be discovered independently and entirely
       | optional)
       | 
       | Now, the silver lining here is; we have a thing that does hit a
       | lot of advanced high-school math easily. Just let them kids learn
       | video game programming and be done with it.
        
         | wordpad25 wrote:
         | Advances math helps with developing logical thinking and in
         | general makes you smarter.
         | 
         | But I agree we could achieve same results by teaching more
         | practical skills. Maybe, programming (data structures and
         | algorithms) over calculus?
        
           | SamoyedFurFluff wrote:
           | I would say data structure and algorithms are not more
           | practical to actual literal children. Better off letting them
           | cook/bake, where they have to work out ratios, temperatures,
           | giving one third more or quartering other portions, etc etc.
           | let them do scoring, figure out how to split 300g of
           | chocolate between 5 friends and the like.
        
           | MajimasEyepatch wrote:
           | Calculus is so important for understanding the natural world.
           | Being able to reason about rates of change is a valuable
           | skill.
           | 
           | That said, spending a bunch of time memorizing stupid
           | identities to compute integrals is probably not the best way
           | to teach introductory calculus.
        
       | aidenn0 wrote:
       | I can't find it now, but there was a blog article from maybe
       | 15-20 years ago where the author, a math educator, lamented how
       | students seem to put math in a "math box" and completely divorce
       | it from reality.
       | 
       | One example given was a word-problem in which a round-trip was
       | involved and the student complained that there was no way to know
       | they had to double the time, but then demonstrated obvious
       | knowledge of how this worked when asked a real-world question.
        
         | timerol wrote:
         | Are you thinking of Lockhart's Lament?
         | https://worrydream.com/refs/Lockhart_2002_-_A_Mathematician'...
        
           | aidenn0 wrote:
           | That is not it, but was a good read, thanks!
        
       | aidenn0 wrote:
       | My second daughter (16 years old) can bake (including e.g. making
       | a 50% larger amount than the recipe calls for). She can beat me
       | at games where reasoning about probabilities and numbers is
       | involved. She can relate exactly none of that to what she is
       | learning in her algebra classes.
        
       | empath75 wrote:
       | This really has nothing to do with pedagogy and everything to do
       | with the difference between calculations and mathematics. It's
       | similar to the split between science and engineering.
       | 
       | In engineering, you're applying rules of thumb to get some
       | desired outcome. Those rules of thumb may be based on math or
       | science, but they could also be practices that have worked
       | before. You don't have to understand why the rules of thumb work
       | to apply them, although it is helpful, if you do.
       | 
       | What those kids are doing is something similar in the world of
       | math. They have a desired outcome -- getting the correct answer,
       | and they have a memorized list of "tricks" that get them to the
       | correct answer quickly. They may or may not know why they work,
       | only that they do.
       | 
       | None of that is really helpful for learning math in a school
       | setting, which is not just about getting the correct answer, but
       | about understanding why the answer is correct, and understanding
       | why those various rules work or don't work. They don't usually
       | even teach mental math tricks in schools because the point isn't
       | being able to calculate quickly. Probably having a catalog of
       | addition tricks makes it even harder to learn basic school
       | arithmetic because you have to ignore what you already know to
       | work back up from first principles.
        
       | inglor_cz wrote:
       | Even as a maths professional (20 years ago), I had trouble
       | programming the same abstract algorithms to be fast and generally
       | usable. It is ... non-intuitive for me.
       | 
       | That is why I always admired work of people like Peter Montgomery
       | or Donald Knuth.
        
       | anon291 wrote:
       | Arithmetic in particular is from India. Indians have a long
       | cultural history of using arithmetic. Even today, my mom who is
       | categorically not a technical person, will randomly use a
       | computational technique I'd never seen before to do her sewing,
       | cooking or measuring. My grandmother, barely educated, did the
       | same thing. They were extremely good at daily calculations. To
       | the point where whatever I picked up off of them helped me win
       | several 'fast math' competitions as a kid in LA. I'm not
       | particularly good at arithmetic.
       | 
       | My guess is that even a not really educated / barely literate
       | Indian kid will be able to do arithmetic, simply due to cultural
       | knowledge.
       | 
       | The schoolchildren do well because they've been exposed to logic
       | as well as arithmetic, and also given a systematic overview of
       | the whole thing, whereas the market kid is just applying whatever
       | was passed down culturally.
       | 
       | However, I don't think we can necessarily transfer this study
       | outside of India to assume that kids from other areas who are
       | forced to work in markets will be good at arithmetic either. In
       | my opinion, this is a unique cultural condition in India which
       | reflects arithmetic's development there. Indian numerals and
       | arithmetical algorithms were first introduced to Europe in the
       | 13th century. The first records of their use in India go back to
       | the first century AD. Thus, it's had a lot more time to 'soak in'
       | to the common culture. I think it would be a good exercise in
       | 'ethnomathematics' (is that a thing) to document all the
       | algorithms used by the various laborers / uneducated productive
       | workers in India. There'd probably be a few gems there.
       | 
       | My two cents; maybe a controversial take.
        
       | locallost wrote:
       | It means almost everything is a skill that needs to be learned.
       | Thus being successful in a school setting could mean one has
       | successfully learned how to succeed at exams, but not really
       | learning anything useful. I recently needed to take a test for a
       | license of some kind, and while preparing with a set of questions
       | noticed I can pick the correct answer without even reading. The
       | correct answer was always much longer than the wrong answers and
       | much more formal which was obvious by even just skimming.
       | 
       | It also means the differences between people and their potential
       | are in general for the vast majority of people small. Truly
       | gifted or special is rare, as is truly giftless.
        
       | Workaccount2 wrote:
       | My pet theory is that mathematics is largely taught by people who
       | enjoy math, and who see math as a puzzle game with rules you
       | follow to solve puzzles. Kind of like people who are addicted to
       | sudoku or wordle.
       | 
       | Therefore it is taught from this totally abstract perspective and
       | just hooks others who like the game of math. Whereas I think math
       | would have a much greater impact if it was taught from an
       | engineering or science perspective, where math is a tool used to
       | explore the world rather than as something that would be a game
       | you find on the back page of the newspaper.
        
       | chilmers wrote:
       | Here's the thing: I bet if you were to take the children who
       | performed well at complex abstract mathematical problems and
       | placed them in a job that required complex applied mathematical
       | skill, the ones who _eventually_ performed best would be the
       | same. And vice-versa for the children who excelled at complex
       | applied mathematics. So mathematical skill might not be
       | immediately transferable, but would be a useful indicator of
       | innate ability.
       | 
       | This relates to the (somewhat controversial) economic theory that
       | much of higher education is _not_ about training or creating
       | transferable skills, and instead is about  "signaling".
       | Essentially, we place children in simulated quasi-work settings
       | and use it to determine who has the most of certain economically
       | valuable abilities. By performing well at abstract mathematics, a
       | child signals that they have the requisite mental ability to
       | tackle similarly complex "real world" problems. But also, they
       | signal that they are capable of obeying authority, working with
       | diligence, delaying gratification, etc.
        
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