Students Ace Textbook Physics While Struggling With Basic Understanding (video)
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Feynman asks for and gets a recitation about polarized light, which includes a bit about reflected light being polarized. He then turns towards the window and asks the class for an example of polarized light. The whole class is flummoxed. Everyone could recite, but none of them could apply.
EDIT: I remember the day, being a TA for a Comp Sci 101 class, when I realized that a lot of the most vocal and active members of the class were more interested in the mechanics of lectures and tests than the material. It was all a game. I put stuff on the blackboard and in the handouts, and they spit it out on the test sheet. We have become a society of appearances and bureaucratic mechanism. Most college students go through the motions and get their paper, then go home thinking science is just more made up bullshit like politics. These folks laugh when you talk about evolution as reality, and can only reason abstractly at the level of a grade schooler. Many of them graduate, vote, and get promoted to positions of authority.
me: Can you tell me what a delegate is?
candidate: <text-book perfect definition, absolutely flawless>
me: Great! Can you tell me when you would ever want to use one?
candidate: <silence for about 15 seconds> I don't know.
It was so bizarre and I still don't fully understand how you can understand the absolutely perfect theoretical definition with having no, literally not one, idea what you're learning.Maybe us engineering types are hardwired this way. I suspect, however, that non-engineering types aren't wired this way due to poor parenting, weak schools, and fundamentally broken reward and punishment systems.
Me too. That's why the wheels came off my math skills when I got to differential equations. Everything up to that point I'd been able to form a picture of in my head. For example, calculus is just Newtonian mechanics, so that's got a clear analog in the real world.
But Diff EQ was just too abstract. I was eventually able to pass it with the help of a couple friends pumping me full of formulas and procedures, but I never really understood, and so I never could really apply it on my own.
So, taking a differential equations class by itself can make it seem abstract and with limited connection to the physical world.
(btw: I love that professor today. He was just underhanded enough to do what we all needed.)
I'm utterly convinced that pure math needs to be taught at a high level for anyone in advanced science/engineering. It hurts for a while, and then you look back and everything is clear, simple, and bright shining.
I've also heard this just keeps happening if you keep on with math.
So let's say we have a vector which is represented by the matrix A of any dimension (any # of columns, each column a vector). If we multiply this matrix A with an arbitrary unit vector (considering just the direction in the given dimensions) B, then we'll have a certain set of possible resulting vectors (A X B). The eigenvectors are whenever the same unit vector B lines up in direction with (A X B)--where both vectors are dependent on B, and the eigenvalues are the corresponding scalars which must multiply the unit eigenvector to match the resulting A X B vector. The eigenvector does not have to be a unit vector, but since any multiple of the eigenvector can still be a valid eigenvector, you probably just want the unit vector or at least the lowest whole number reduction. If you reduce the eigenvector, the eigenvalue must be changed too.
In equation form: Ax=Ωx Where A is a matrix you are trying to transform, and x is the possible eigenvector, and Ω is the eigenvalue.
In graphical form (this was what really did the trick): http://ocw.mit.edu/OcwWeb/Mathematics/18-06Spring-2005/Tools... (Demo #1)
And the matrices are simply a different form of a set of equations while still preserving their relative properties. The matrix form allows you to easily manipulate the original set of data with matrix operations. I guess the matrix can also just represent a set of column vectors (which are just a direction in a space with a magnitude) too.
Let me know if I got anything wrong.
There's evidence that you're right about the correlation with upbringing. Someone did a study on elementary school children, teaching them basic one-digit multiplication, and the concepts of place value, and then had them invent their own algorithms for long multiplication rather than rote-memorize the standard one. The methods they invented were invariably less compact and required more work than the standard method, but the students also performed well above average on standardized tests for multiplication.
I suspect that the high-performing individuals in the "softer" disciplines like literary analysis also function in the same way, just on fluffier concepts and less rigorous abstractions.
Such scientific close-mindedness is cargo-cult science, my friend... I believe Feynman spoke on that one too.
I'm chiming in as well because that is exactly how my mind works. I can remember very little trivia or material I am fleetingly familiar with. However, I do extremely well when applying concepts, and later I can remember intricacies extremely well.
I also have great difficulty presenting material that I don't fully understand, yet when I understand it I am a great public speaker.
That third party needn't even exist, once you get the hang of learning new and lesser-understood stuff that way.
You don't really understand something until you can explain it in clear terms to someone without any knowledge of the subject.
(+) In my head, not, say, out loud while waiting for the bus.
I was fascinated when I took my first C++ class and learned that using a pointer was called referencing and dereferencing. I had been using C++ for years on my own and had always thought of it as:
x = &y; //X equals the address of Y.
x = *y; //X equals the value at the address Y.
To me that made more sense than calling it "referencing" and "dereferencing".
It seems to me that fancy terminology such as "referencing" and "dereferencing" is not only not common sense, but it also makes it harder to understand things when you are starting out. Perhaps as professional programmers it makes it easier to talk about algorithms between each other, but jargon is generally for the sake of exclusivity, not for the sake of convenience. I would even go so far as to suggest that anything that can be said with jargon can probably be said better with simple language.
What beginning programmers are learning these days is jargon, and the definition of jargon terms, but they aren't learning what the meaning of those terms is.
There is a big difference between learning the definition of something and learning its meaning.
Are you sure about 'referencing' though? I've never heard it in this context. It could be confusing given how C++ has references has well.
x = &y; // Referencing
x = 0; // Dereferencing
Which seemed much more logical, but led to trouble when the internet came along and I started having thoroughly confusing conversations with other people.Well, that goes to show the joys of being self taught.
(This question is of practical interect to me -- I'm currently designing a language that has a dereferencing operator deref() and am wondering what better name to give it.)
[This story is from E T Jaynes 'Probability theory, the logic of science'. But I don't have it to hand, so I may have the details wrong (and I can't remember who the prof was - it wasn't Jaynes).]
I spent most of my college years doinking around with hacker wargames and trying to hack kernel code, albeit not well. I didn't get graded on that but rather on how well I could put together a resume or whatever.
I realized at that time that my "grades" would suffer if I didn't "work" harder at it but I made a conscience decision to hack more. I did as much as was required to graduate and did what I wanted the rest of the time.
But I don't see how anyone can come to a conclusion that "science is just more made up bullshit" when the application of science can be, and has been, practically demonstrated to be accurate, in cases such as sending people to the moon, a lander to mars, and even detonating an atomic bomb.
Since you tossed this subject in, how about folks that disagree with (macro)evolution but have a Ph.D. from MIT and currently work as a Nuclear Research Manager for NASA?
http://www.apologeticspress.org/staff/mh
I've met this guy and he does not reason like a grade schooler. Also, he noted that many of his colleagues agree with his position regarding origin science.
I followed the link you kindly provided. I see this man's higher education was not majoring in subjects most likely to expose him to the evidence for biological evolution. Nor does the link list any peer-reviewed papers of his on any subject related to the evidence for biological evolution. Macroevolution is a fact
http://www.talkorigins.org/faqs/comdesc/
in the same sense that nuclear fission is a fact. Neither is routinely directly observed with understanding by laymen, but both sets of facts can be demonstrated by experiment and are consistent with broader bodies of verified scientific knowledge.
Fair enough. And I brought up the evidence for macroevolution,
http://www.talkorigins.org/faqs/comdesc/
in relation to the main point of the thread-opening submission, to show that college-educated persons with normal curiosity, reading ability, and access to the Internet should be well convinced that macroevolution is a fact, in the same way that nuclear fission is a fact. Perhaps the problem of someone who doubts macroevolution (as, in fact, I was once taught to do) is not a problem of reasoning ability at all, in agreement with you. (I thought my reasoning ability was just fine, and some forms of school testing including the GRE suggested that it was, before I became convinced by the evidence for macroevolution. But I had a crucial lack of curiosity when I wasn't looking up the evidence
http://www.talkorigins.org/faqs/comdesc/
to use my reasoning ability to evaluate that evidence.)
Now I'm curious about the puzzling pattern of upvotes and downvotes here. I think the concern about science education expressed in the thread-opening submission would be a general concern of HN participants, and I would think that a comment that posts a link to a source of reliable scientific conclusions in such a thread would not be considered a detriment to the quality of discussion on HN.
Perhaps if origin evolution could come up with scientific theories that are falsifiable, we'd see more refuting research.
Demonstrating my curiosity in what I hope is a friendly way, what kind of theories do you have in mind? What would be a way to falsify a theory (from any point of view) about origin of species?
http://mazur-www.harvard.edu/publications.php?function=searc...
for articles on physics education from his paradigm-challenging perspective.
I never liked lectures. What kept me going was talking to people and DOING stuff. And those things I retained for DECADES ... the rest was gone in a year or two.
I think it's slightly unethical to take it word-for-word without giving a hat tip.
That said, this is a rather remarkable video if, like me, you don't know much about the theory of education (I showed it to a smart friend who teaches undergraduate literature and he said that it was all old hat to him.)
What really stood out to me was the hard data behind Mazur's conclusions -- it's "common sense" that students do better when engaging in the process of learning, but I had never before seen it so convincingly demonstrated.
I feel that (introductory) physics education has benefited greatly from education research, partly because data can be easily collected and at universities you can adapt and iterate on a semester (or annual) time scale.
It would be nice if this model could be adapted to other areas, such as graduate physics, but the normal response is that grad students are supposed to be responsible for their own learning...
So what do you do when you have a class full of students who have already been basically failed by the system and who understand none of the foundations of your subject? If you fail them all, you're the one that is likely to get the ax, even if it's true that none of them understand your material. Most teachers resign themselves to doing their best and administering fairly traditional tests and classwork, so that hard-working students can pass even with no understanding.
This is a fundamental problem of agency costs. The only people who gain from having a good testing system are the high performing students, and we obviously can't put them in charge.
In Britain, where the exams have been dumbed down significantly -- see http://cabalamat.wordpress.com/2007/08/31/gcses-are-dumbed-d... or http://cabalamat.wordpress.com/2009/03/30/do-you-see-with-yo... -- the main driver has been the ministry of education AFAICT, & their motive seems to be to increase the level of exam passes.
Your understanding of basic science improves significantly when you see 'how things fit' in a much larger framework.
Moreover, as your studies progress (sometimes much after the exam) you see new applications of what you have learned. And this sheds new light on the subject and you get deeper understanding of the subject.
But, really, taking what he's doing to the limit (he even says so himself) is just re-creating the Socratic method. (Though choosing the questions is hard work, as he notes.)
And he can't do that, given his large class sizes (one of my classes at Harvard was 700+ people, Ec 101 with Samuelson from MIT), so he uses this peer-teaching approach to work around the limitation that he can't sit down with a small group of them and work through the questions.
That's why we are sending some of our home-educated kids (those that show the interest in and capacity for a rather intense education) to Thomas Aquinas College in Ojai, CA.
It's probably the only school in the world that uses 100% Socratic method for all courses (each no larger than 17 people), with no electives all 4 years, outside of St. John's of Annapolis/Santa Fe (on which TAC is modeled to some degree).
http://www.thomasaquinas.edu for those interested.
(Yes, it's an unabashedly Catholic school, but that doesn't diminish the intellectual rigor in the least. It's also in one of the most beautiful spots in the world, in the foothills of the mountains north of LA, near Ojai, which is where the 50's film "Shangri-La" was made and which is still a spa/resort area today.)
nice
> each no larger than 17 people
good
> with no electives all 4 years
wait, wtf?
I guess if their curriculum works for your kids, great, but one-size-fits-all isn't a straitjacket I would have been interested in post-high school.
arguably has a more discussion-oriented approach to learning, definitely has smaller classes, and has a rich supply of elective classes. And it's for high school-age students rather than for college-age students. We are also a homeschooling family, but we thought long and hard about sending our oldest son to Exeter (which also has great financial aid) before continuing to homeschool him. We may revisit the issue of how to do secondary education with each of our other three children. Our oldest is now applying for colleges--every college on his application list is a research university with strong programs in mathematics and computer science (and, yes, lots of elective course possibilities).
They had just completed what was the equivalent of most college degrees today, and were looking at another 4 years of even more intense work. Most of them just sat around their oriental-draped rooms in deep club chairs and smoked weed. ;-)
But the one-track curriculum is based off the trivium and quadrivium of medieval education, where you don't have electives but regardless, you get a well-rounded education because they're preparing you to think and inquire. So every student studies Greek, Latin, French, Western classical music, mathematics from the source (like Euclid's Elements and Newton's Principia), physics from the source, chemistry, history, etc. No modern textbooks rehashing information, so theoretically, no passive learning. So this curriculum isn't really a straitjacket.
The one downside is that you're not getting a very multicultural or contemporary view, given that you're reading the Western canon largely pre-World War II. But it's not such a big problem if you again realize that the idea with this education is that you're being trained not in subjects but in the ability to go out and find what you don't know in the classroom on your own and to discuss these new ideas with other people.
http://books.google.com/books?id=DVB1n_KkYEQC
For more on CS, of course, you'll want to read http://www.cs.mdx.ac.uk/research/PhDArea/saeed/paper1.pdf
I trust Kay much more than these authors on matters of computer science, teaching, or ideas in general.