Memorization in Physics

I just finished my unit on circuits in Physics 132 and, along the way, discovered a useful tool for helping biology students grasp the importance of completely understanding and memorizing a mechanism.

In physics, we often consider memorization to be a “dirty word.” We pride ourselves on being the discipline that doesn’t require much, if any, memorization. In fact, many physics instructors I know will say, “I don’t want them to memorize.” We provide equation sheets and other memory aids in many physics exams. Usually, this aversion to memorization comes from a reasonable place: I think the aversion to memorization ultimately comes from the idea that we don’t want students’ inability to recall certain facts to get in the way of the problem-solving skills we actually care about.

However, I’ve come to the conclusion over the last couple of years that this disciplinary cultural aversion to memorization has perhaps gone a bit too far. There are certain facts that you do just need to know in order to solve problems. Many points in the literature emphasize the importance of teaching and mastering conceptual understanding upstream of the problem-solving process. This is the entire motivation behind Eric Mazur’s introductory physics textbook and the main takeaway from Paul and Webb’s paper, which advocates the same approach.

If we therefore accept that conceptual understanding is foundational to problem-solving success in physics, then it follows that students must actually remember certain fundamental physical facts. This is relevant in my circuits unit, where I continue to use a series of questions I developed 15 years ago involving the physical processes involved in charging capacitors: consider the voltage drops along wires (you can’t consider wires to be ideal, resistance-less conductors for this exercise), how those voltage changes can also be viewed as electric fields, and how those electric fields exert forces on the charges already present in the metal thereby charges the capacitor.

While teaching this sequence this past semester, I had a sudden inspiration in class, which I acted on. I told the students, after we had completed the sequence, that this series of questions and the underlying logic therein was effectively the “Krebs cycle for capacitors,” and that they really needed to know these steps.

Using the phrase “Krebs cycle” truly seemed to resonate with the students. I saw many nods of understanding that I had not seen before, nods indicating that they understood the importance of memorizing the sequence. Moreover, there was a slight giggle in the room, so I asked, “Y’all just surprised that a physics instructor knows the Krebs cycle?” Several of them said yes. I think that this reference to a fundamental biological mechanism served multiple purposes in promoting authenticity. I used the language of biology to emphasize that we were talking about a mechanistic process similar to the ones with which they are familiar and have experience memorizing. Moreover, the Krebs cycle is foundational, and so calling the series of physics steps that underpin capacitor charging a “Krebs cycle” showed the students, in a biologically authentic way, the importance of what we had just discussed.

Now, of course, I don’t yet know the effects of this reference, but I’ll be watching in office hours over the coming weeks to see the number of questions coming in about the capacitor-charging process. Unfortunately, I don’t have a lot of notes with which to compare from prior years, but often this process results in a lot of questions during office hours. If most students now seem to have grasped the process, I will consider it a beneficial step. Even if there’s no change, the use of a biologically authentic phrase such as “Krebs cycle” is, I think, a useful tool when teaching introductory physics for life sciences.

Some random thoughts on 131: a new way to look at math

While I am not currently in the rotation to teach 131, and probably will not be for some time, I still sometimes think about it. Frankly, it is nice to be able to just think without the pressure of having to teach it as the lack of pressure allows my mind to wander on the big-picture parts of courses in fun and surprising ways.

Last night my mind was wandering on 131 and I realized that there is another theme running through the course that I had not really made explicit to myself before: a new way to look at math. As you can see from the description of 131, the course braids several different threads. One of these is my general interest in the difference between math-in-physics and math-in-math (see the right column of the poster!). Another is the integration of computation. The insight from last night is that these, along with graphical analysis, are all aspects of the same goal: learning to use math differently than students are accustomed from their math classes.

  1. Writing equations corresponding to models of nature.
  2. Reading an equation to predict how systems will behave with changes of variables.
  3. Using equations (particularly differential equations) as “stepping rules.”
  4. Graphs as a mathematical representation.

While this is a neat insight, I am now concerned if there is too much in the class.

These are thoughts to keep pondering!

The Structure of Scientific Revolutions – Review and Application to 13X

I have been reading The Structure of Scientific Revolutions1, and, while dated, I found it quite interesting. I would love to hear the thoughts of a colleague from psychology or sociology. I feel that many of his thoughts and conclusions suffered from, essentially, selection bias as a former practicing physicist: many of his examples are drawn from the history of physics and the adjacent sciences of chemistry and astronomy with few from biology and even fewer from further afield.

However, I did find one thought potentially relevant for my interdisciplinary work with 131 and 132: the question of “Is helium a molecule?” In the text, the author asserts that physicists and chemists gave different answers to this question. A chemist says yes because it behaves like a molecule on the kinetic theory of gases. A physicist, on the other hand, may not say that it is a molecule because it does not possess the interatomic bonds necessary for molecular Construction. This is a cool example and citation for our discussion on different ways of knowing between the different Sciences.

  1. T. S. Kuhn and I. Hacking, The Structure of Scientific Revolutions: 50th Anniversary Edition (University of Chicago Press, Chicago ; London, 2012). ↩︎

Incorporating Student Choice into IPLS

Listening to the most recent paper-cast episode on student choice has given me some good ideas. This paper makes a very good case for providing students with choices of additional work beyond that which is mandatory. One way this could be done in 131 and 132 is by allowing for the option of Perusall comments within the textbook. This would allow students to opt in to the Perusall, an assignment which I believe to be valuable, but has traditionally been divisive. Perhaps that would encourage more detailed reading along with the homework.

Another idea would be for students to turn in additional practice problems. Many students request that I collect the additional practice problems for a grade. I have traditionally not done as an acknowledgement of the amount of work required for preparation in these flipped courses. However, if students can opt in to that assignment, then my concern is rendered moot.

Of course we wouldn’t be able to grade all of the problems. However we might be able to do a grade a subset or allow students to you know choose to turn in a certain number and we will grade a subset of that or some combination. For example we could require students to turn in a total of 10 problems with you know at least two from each worksheet by the end of the unit we would then grade five of these 10 on a 0-1-2-3 type scale.

In terms of the overall course grade distribution, we currently have a small percentage dedicated to the metacognitive journals which I also believe to be valuable but are, again, divisive. Some students find them quite valuable, but others see it as busy work. I suspect this is mostly a reflection of the amount of time students’ spend on it. However, I could make that percentage a student choice: they could choose for that portion of the grade to be one of these assignments. Perhaps even allowing for some switching over the course of the semester on a unit-by-unit basis. Students would then have the option of choosing an activity that best supports their learning, or they could choose to do none of these activities and have that additional portion of the grade just be reallocated to the standard preparatory homework or something to that effect.

Thoughts on “Using Framing as a Lens to Understand Context Effects on Expert Reasoning”

After listening to this paper, a few things are interesting right out of the gate:

  1. The resource model of cognition hasn’t really propagated to biology yet.
  2. Two they point out that experts have learned to reason across disciplines using cross-cutting concepts. Could it possibly be that experts have gained this ability because they were exposed to it in different contexts? I don’t think this is true but it’s worth thinking about the fact that it could possibly be.
  3. I like the idea of engineers as existing in the middle of the idealized/real-example continuum with physics on the idealized end and biology on the other.