Friday, April 10, 2015

More Time in Mathematics for Pre-Service Teachers

SIEGLER'S STUDY
When we first begin to work computationally with fractions, we are often challenged in our ways of thinking about numbers. Let me illustrate with a few examples. When we multiply two whole numbers bigger than one, the product is larger than our factors (2 x 5 = 10 and 10 is larger than 2 or 5). When we divide two whole numbers bigger than one, the quotient is smaller than the dividend (10 / 2 = 5 and 5 is less than 10).

As novice learners of mathematics, the ideas "when I multiply, the number gets larger" and "when I divide the number gets smaller" rarely get challenged. That is, perhaps, until the novice learner begins computations with rational numbers. Rational numbers are a bit of an odd beast, as I will show you with a few examples. When multiplying two rational numbers between zero and one, our product is smaller than our factors: 1/2 x 1/4 = 1/8, and 1/8 is less than 1/2 or 1/4. If we divide two positive rational numbers between zero and one, the quotient is larger than the dividend: (1/2) / (1/4) = 2, and 2 is larger than 1/2 or 1/4. Notice that this kind of conceptual thinking is counter to how we think about whole number multiplication. When multiplying as novice learners, we expect our numbers to get larger; and when dividing as novice learners, we expect our numbers to get smaller.

When someone incorrectly assumes that multiplying 1/2 x 1/4 yields a larger number than 1/2 or 1/4, we call this a direction of effect error. We use the same term for an individual who incorrectly assumes dividing two rational numbers between zero and one yields a smaller number.

It is here that I would like to point out an interesting paper that was recently published by Robert S. Siegler and Hugues Lortie-Forgues entitled Conceptual Knowledge of Fraction Arithmetic. The full article can be found here, but I would like to give a brief summary of its findings as it relates to the direction of effect error and conceptualization of fractions.

The study can be summarized into three distinct parts. In each part, three areas regarding fractions were studied:
(1) fraction arithmetic (called procedural knowledge), in which the subjects were asked to perform computations involving two positive fractions (adding, subtracting, multiplying or dividing)
(2) the direction of effect error (called conceptual knowledge), in which the subjects were given a statement of the form a/b * c/d > a/b and they were asked to determine if the statement was true or false (here the * represents one of the four standard operations +, -, x, /)
(3) magnitude of whole numbers and fractions, in which subjects were asked to label certain whole numbers and fractions on a number line to determine their accuracy

In the first part, 41 pre-service teachers from Quebec were asked to perform the three tasks listed above. The pre-service teachers had excellent knowledge of fraction magnitude, and excellent procedural/conceptual knowledge of addition and subtraction. However, their conceptual knowledge of multiplication and division was weak, as well as their procedural knowledge of division. Results are given in Table 1:


In the second part, 59 6th and 8th grade students from the greater Pittsburgh area were asked to perform the three tasks listed above. The students had excellent knowledge of fraction magnitude, and excellent procedural knowledge of all four operations with fractions. However, their conceptual knowledge of multiplication and division was weak. Results are given in Table 2:


In the third part, 17 undergraduate students in STEM fields were asked to perform the three tasks listed above. The undergraduate students were fluent in both conceptual and procedural knowledge of fractions in all areas. Results are given in Table 3:



DISCUSSION OF THE STUDY
Now, while the study does suffer from a couple drawbacks, it does raise a few interesting discussion points. The first I want to highlight is that the grade 6 and 8 students had roughly the same procedural knowledge and conceptual knowledge as the pre-service teachers. This to me is interesting and may account for why the general population is so fraction-adverse: perhaps many of our elementary school teachers actually have roughly the same base knowledge about fractions as their students (or less, as was the case in this study). Since the teachers themselves never truly conceptually understand fractions, how can we expect them to pass on conceptual understanding of fractions to their students? In this respect, fraction arithmetic gets placed into its own box in our long-term memory that is mutually exclusive to whole number arithmetic. 

The second point that I would like to bring up is that those students who were in STEM fields had exceptional conceptual and procedural understanding of fraction arithmetic. I believe this is due to the fact that arithmetic with rational numbers must be mastered at an early point in their careers. One cannot be successful in calculus and analysis without a firm grasp of rational numbers, as these ideas lead to the more abstract ideas of rational expressions and rational functions. Also, these students see arithmetic with rational expressions every semester of every year - they have had many hours to perfect their knowledge. Compared to our pre-service teachers, I would guess that our STEM undergraduates see several hundreds of more hours working with rational expressions.


CONCLUDING REMARKS
So how can we use the ideas put forth in this study to inform our practice? First, faculties of education should recruit undergraduate students who have strong procedural and conceptual abilities, as they will make very strong teachers. Faculties of education often have very low entrance requirements, which runs counter to my personal beliefs. If we want good educators, shouldn't we set our bar higher? I also often I hear the argument that students who have higher-level education in mathematics do not make good teachers. This is clearly a false statement. Those who have spent more time studying mathematics have much more consolidation of conceptual knowledge when compared to those who have spent less time studying mathematics. 

Secondly, we should encourage our pre-service teachers to spend more time studying mathematics with mathematicians - not by math educators in faculties of education. Since our math educators in faculties of education have not spent as much time studying mathematics, they will likely suffer from the same drawbacks as the pre-service teachers in the above-mentioned study. However, graduates of faculties of science will have spent many hours perfecting conceptual ideas related to elementary school mathematics. If we want our pre-service teachers to be better math teachers, faculties of education have to work more closely with their colleagues in mathematics to develop math content courses that are relevant and designed to deepen the knowledge of our future teachers. And these courses need to be delivered by well-trained individuals with a strong mathematics background. 

6 comments:

  1. One of the things I have been wondering is how much of that conceptual understanding actually derives from teaching vs. from other sources in kids' lives. Specifically, I have wondered how much the loss of analogue clocks, the imperial system for tools/weights and measures, and contact with real physical money maybe have been augmenting teaching for years (because progressivism is not new) and now are providing much less of a framework for it than ever before.
    As we lose those framework learning opportunities, the teaching becomes correspondingly more important - and so when it fails, it fails all the more spectacularly.
    Of course for the consultancy and the education professoriate, the more failure, the more opportunity for more bogus ideas to research and [not] ameliorate it!
    Thank you for being a voice of reason.

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    1. Thank you for your comment Karin.

      You brought up an interesting idea here with the loss of other sources of understanding. I immediately began thinking about how children tend to be occupied with digital devices nowadays - perhaps the increase in digital devices being used as replacement for children playing with tangibles has taken away some of the learning opportunities that would augment our teaching practices. Certainly an interesting thought!

      I also agree that, especially in mathematics, there is plenty of research being done that tends to stifle the best practices of teaching mathematics (take Kamii's article on why the standard algorithms are 'bad' for chidren, for example). If both the math and education faculties began to collaborate (hey, let's use our '21st century skills'!!), policy changes and research would be better informed, and less likely to harm our future students.

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  2. There are too many problems with this as a measure of understanding, isolated from skill. The problem to be assessed used large fractions that couldn't be assessed on sight, like 31/56 * 17.42 > 31/56. (Then asked true or false). For one, there will be students who DO see the common factor right away, and simply cancel it. Is that "understanding" or "procedure"? If a student does this then what they see it the statement 17/42 > 1. Yes, "understanding" is involved in deciding if it's true or false -- but I would wager that the thing they're measuring would disappear if all the questions were given in this stripped down form. So ... what is being measured?

    The premise is that subjects will pick up on the common factor on the two sides of the inequalities. But the evidence on hand is that well-informed, skilled and "understanding" adults can easily miss that and make a leap to other attacks on the problem instead.

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    1. Barry, I do agree with you that this study has major drawbacks. I was actually very hesitant to call the direction of effect error "conceptual understanding" in my post, but since this is what the authors called it, I went with their definition. I agree that this is a very poor leg to stand on for the definition of "conceptual understanding of fractions." We have already seen Daniel Willingham's post (http://www.danielwillingham.com/daniel-willingham-science-and-education-blog/computational-competence-doesnt-guarantee-conceptual-understanding-in-math) attacked on several fronts due to this weak definition of "conceptual understanding."

      With this said, I do believe that the "heart" of the discussion and concluding remarks is still interesting to think about. Even after removal of the label "conceptual understanding of fractions" it is still noteworthy that individuals from STEM fields showed the most knowledge of fractions in all contexts. So one is led to believe that those who study mathematics have spent more hours perfecting their knowledge (unsurprisingly). With this said, we should seek out excellent mathematicians to teach our pre-service teachers mathematics, rather than have them learn from math educators in ed faculties.

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    2. Correct. We still don't know however, if the STEM field group answered the question by their "conceptual understanding" of fractions or by cancelling the 31/56 terms on both sides. But your point remains the same: they have the proper mathematical tools with which to analyze and solve the problem. It just might not be the tool that Siegal or Willingham envisioned.

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  3. There's also this study: http://epub.ub.uni-muenchen.de/22032/1/Hanushek%2BPiopiunik%2BWiederhold_141125_FINAL.pdf

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