Curricular Coherence no. 4: Coherence of Practice

In this final post about curricular coherence, I’m pinch-hitting for Bill, who is busy reorganizing his wine cellar.  This time, we talk about coherence of mathematical practice.

We value coherence of content because we believe that a coherently arranged curriculum makes it possible for a student to see the subject as a whole, to understand the logical connections and deep structures, and to use that understanding for more efficient problem-solving and better retention of knowledge and procedures. But making it possible does not make it probable. The way students do mathematics, their mathematical practice, may have an effect on their ability to take advantage of a coherent curriculum. The CCSSM describes eight aspects of the complex construct of mathematical practice. Here we focus on two aspects, using structure (MP7) and abstraction (MP8).

Structure in arithmetic and algebraic expressions reveals what might be called “hidden meaning.” For example, writing $x^2-6x-7$ as $(x-3)^2-16$ reveals that, for real values of $x$, the expression assumes values greater than or equal to $-16$ (and it assumes that value only when $x=3$). Writing it as $(x-7)(x+1)$ highlights the values of $x$ that make the expression 0.

Treating pieces of expressions as a single “chunk” can simplify calculations; seeing that $4x^2-8x+3$ can be written as $(2x)^2-4(2x)+3$ helps one obtain the factorization from the (easier) factorization of $z^2-4z+3.$ This example can be generalized to encompass all polynomial expressions, providing students with a general purpose tool that can be used to transform a general polynomial into one with leading coefficient~1. It amounts to a change of variable in order to hide complexity, a practice that is useful all over mathematics.

Hidden meaning in geometric figures often involves the creation of auxiliary lines not originally part of a given figure. Two classic examples are the construction of a line through a vertex of a triangle parallel to the opposite side as a way to see that the angle measures of a triangle add to $180^\circ$ and the introduction of a symmetry line in an isosceles triangle to see that the base angles are congruent. Another kind of hidden structure makes use of the invariance of area when it is calculated in more than one way—finding the length of the altitude to the hypotenuse of a right triangle, given the lengths of its legs, for example.

A final example of using structure is in the view that students form of the base ten notational system. The compactness and regularity of this system make it useful for efficient computation and estimation. But in that compactness there is also the danger of superficial, and therefore fragile, grasp of procedures. The Number and Operations in Base Ten domain in CCSSM lays out a progression designed to help students learn to see the decimal expansion of a rational number as, in advanced language, a linear combination of powers of 10 with coefficients taken from integers between 0 and 9 helps. Similarly, viewing a polynomial in $x$ as a linear combination of powers of $x$ can lead to an understanding of polynomial algebra as a system in its own right. Writing $3x^2-7x + 5$ “in base $(x-2)$” as
3(x-2)^2+5(x-2) + 3
reveals another kind of hidden meaning in the expression.

Another theme that runs throughout a coherent curriculum is a cross-grade emphasis that helps students develop and use the many faces of abstraction. One of the most important uses of abstraction is captured in the CCSSM Standard for Mathematical Practice no.~8 (MP8), “Look for and express regularity in repeated reasoning.” It asks students to abstract a process from several instances of that process in a way that doesn’t refer to the inputs to any particular instance. Describing that process in precise algebraic language allows one to create general algorithms, equations, expressions, and functions. This practice can bring coherence to many seemingly different areas of the curriculum that often cause students difficulty.

The description of MP8 in CCSSM gives the following example:

By paying attention to the calculation of slope as they repeatedly check whether points are on the line through $(1, 2)$ with slope 3, middle school students might abstract the equation $\frac{y – 2}{x – 1} = 3$.

Helping students develop the habit of testing several numerical points to see if they are on the line and then looking for and expressing the “rhythm” in their calculations gives them a way to find the equation of a line between two points without leaning on formulas (“point slope form,” for example), and, more importantly, it gives them a general purpose tool for finding Cartesian equations of geometric objects, given some defining geometric conditions.

As another example, consider the task of building an equation. Teachers know that building is much harder for students than checking. The same practice of abstracting from numerical examples is useful here, too. For example, consider the stylized story problem:

Emilio drives from Tucson to Phoenix at an an average speed of 60MPH and returns at an average speed of 50MPH. If the total time on the road is 4.4 hours, how far is Tucson from Phoenix?

The practice of abstracting regularity from repeated actions can be used to build an equation whose solution is the answer to the problem: One takes several guesses (for the distance) and checks them, focusing on the steps that are common to each of the checks. The goal isn’t to stumble on (or approximate) an answer by “guess and check;” the goal is to come up with a general “guess checker” expressed as an algebraic equation:
\frac {\text{guess}}{60} + \frac {\text{guess}}{50}= 4.4

These two examples seem quite different, but coherence comes from the fact that exactly the same mathematical practice is used to find an algebraic equation whose solution solves the problem.

Curricular Coherence Part 3: Using Deep Structures to Make Connections

In this post I’d like to describe the third aspect of coherent content that Al Cuoco and I have been thinking about. In my fourth and final post on this subject I will talk about coherence of practice.

A difficult question in designing a curriculum is to decide which topics go together. The logical and evolutionary considerations described in my previous two posts help, in that they provide guidance on the ordering of topics. But that still leaves many decisions to be made. My goal this post is to show some examples of how deep structures can guide these decisions. (See my previous post for what we mean by a deep structure.)

CCSSM in 6th grade has the following standard about percents in the Ratio and Proportional Reasoning domain:

6.RP.A.3c. Find a percent of a quantity as a rate per 100 (e.g., 30% of a quantity means 30/100 times the quantity); solve problems involving finding the whole, given a part and the percent.

One approach to implementing this standard in a curriculum would be to have a section on percents that covers everything in the standard. But there is another possibility which attends to the difference between the parts of this sentence before and after the semicolon. The first part introduces the concept of percent. The second half involves solving problems that are tantamount to solving the equation $px = q$, where $p$ and $q$ are constants. This is related to a standard in the Expressions and Equations domain:

6.EE.B.7. Solve real-world and mathematical problems by writing and solving equations of the form $x + p = q$ and $px = q$ for cases in which $p$, $q$ and $x$ are all non-negative rational numbers.

Thus another possibility might be to split the treatment of the percent standard into two places in the curriculum, with the introduction to percents occurring as a type of rate, in the section where ratios and rates are studied, and percent problems occurring in the section where solving equations is studied. If percents are regarded as a deep structure, one might choose the first arrangement; if rates and equations are regarded as deep structures, then one might choose the second. The second approach is the one we have taken in our soon-to-be-released middle school curriculum.

Another example of a deep structure is the profound connection between geometry and algebra. Imagine a 12 by 16 rectangle. Experiments with geometry software suggest that a square of side 14 maximizes area for the perimeter of this rectangle. If this is so, it should be possible to dissect the rectangle and fit the pieces into the square with something left over.

Trying several other rectangles of perimeter 56, a regularity emerges. Expressing this regularity in precise language leads to an algebraic identity that captures the dissection. Using an $a\times b$ rectangle, one has
\label{eqagm} \left(\frac{a+b} 2\right)^2
-\left(\frac{a-b} 2\right)^2=ab
This identity, inspired by geometric reasoning, can, of course, be verified in an algebra course. But its roots in geometry give it some extra meaning. And, it can be used to show how far off the rectangle is from the square.

Rather than separating the parts of this connection into two chapters or lessons, a coherent curriculum could use one story to develop both the necessary algebra and geometry, making it explicit that the main point is the connectivity of the ideas.

Curricular Coherence Part 2: Evolution from Particulars to Deep Structures

In my previous post on curricular coherence I talked about how the principle of logical sequencing can determine the ordering of a set of topics. Since time is one-dimensional, and curriculum occurs over time, some principle for ordering is necessary. However, mathematics is not a linearly ordered set of topics; it is better viewed as a network. In this post I’d like to talk about deep structures. A deep structure is, roughly speaking, a node in the network of mathematical knowledge with many connections. Of course, this is not a precise definition; the organization of the subject into a network is to a certain extent a matter of judgment and preference, although some connections are dictated by the principle of logical sequencing. However, this will serve for a start in describing the principle of evolution from particulars to deep structures.

I’ll talk about two ways in which the such evolution occurs: extension and encapsulation. Extension is a process by which a particular principle is repeatedly applied to ever broader systems, thus revealing its nature as a deep structure. Encapsulation is a process by which a related array of concepts and skills becomes encapsulated into a single compound concept or skill.

Extension is exemplified in the way that arithmetic with whole numbers is extended to fractions, integers, and rational numbers through a program of preserving the properties of operations. The fact that $(-3)\times (-5)$ is 15 is a definition, rather than a theorem—it has to be that way if we want arithmetic with integers to obey the distributive property. The properties of operations start from observation of particular instances, and evolve into powerful deeper structures under-girding the number system.

A good example of encapsulation is the development of fractions. The standard 3.NF.A.1 expects students to “Understand a fraction $1/b$ as the quantity formed by 1 part when a whole is partitioned into $b$ equal parts; understand a fraction $a/b$ as the quantity formed by $a$ parts of size $1/b$” and 3.NF.A.2 expects students to use this understanding to represent fractions on a number line. These two standards encapsulate many prior ideas and activities: dividing a physical object into halves or thirds; recognizing a geometric figure as a fraction of a larger figure representing the whole; moving from area representations to linear measurement representations; understanding the number line as marked off in unit lengths; subdividing those lengths into $n$ equal parts and thinking of those parts as a new sort of unit, an $n$th, and measuring out distances in those new units; correlating all these activities to the numerator and the denominator of the fraction.

Encapsulation builds coherence by tying what were previously disparate ideas and actions into a tightly connected structured bundle which becomes viewed as an object in its own right.

Proportional relationships

An important type of encapsulation is the evolution of representations. Mature representations are a form of encapsulation, and should be developed through a sequence of intermediate representations whose structural features preserve information about the object being represented. In early grades students might start with pictorial representations; but even then the picture should be more than a picture: it should carry information about the situation. Over time, such pictures evolve into more abstract diagrammatic representations, and eventually these diagrams are replaced by even more abstract representations such as tables and equations. The figure shows such an evolution for representations of proportional relationships in middle school. That final equation $y=kx$ is very dense with meaning, or at least it should be so for students. By the way, this is the sequence of representations for proportional relationships that we use in our new middle school curriculum coming out in July.

What Does It Mean for a Curriculum to Be Coherent?

Al Cuoco and I have been thinking about this question and have developed some ideas. I want to write about the first and most obvious one today, the principle of logical sequencing. I’ll write about others in the weeks to come.

Remember the distinction between standards and curriculum. While standards might remain fixed—a mountain we aim to help our students climb—different curricula designed to achieve those standards might make different choices about how to get there. Whatever the choices, a coherent curriculum, focused on how to get students up the mountain, would make sense of the journey and single out key landmarks and stretches of trail—a long path through the woods, or a steep climb up a ridge.

By the same token, mathematics has its landscape. CCSSM pays attention to this landscape by laying out pathways, or progressions, that span across grade levels and between topics, so that a third grade teacher understands why she is teaching a particular topic, because it will help students with some other topic in the next grade and build on what they already know.

This leads us to the first property of a coherent curriculum: it makes clear a logical sequence of mathematical concepts.

Consider, for example, the concepts of similarity and congruence. It is quite common in school curricula for similarity to be introduced before congruence. This comes out of an informal notion of similarity as meaning “same shape” and congruence as meaning “same shape and same size.” However, the fact that the informal phrase for similarity is a part of the informal phrase for congruence is deceptive about the mathematical precedence of the concepts. For what does it mean for two shapes to be the same shape (that is, to be similar)? It means that you can scale one of them so that the resulting shape is both the same size and the same shape as the other (that is, congruent). Thus the concept of similarity depends on the concept of congruence, not the other way around. This suggests that the latter should be introduced first.

This is not to say you can never teach topics out of order; after all, it is a common narrative device to start a story at the end and then go back to the beginning, and it is reasonable to suppose that a corresponding pedagogical device might be useful in certain situations. But the curriculum should be designed so that the learner is made aware of the prolepsis. (Really, I just wrote this blog post so I could use that word.)

Although the progressions help identify the logical sequencing of topics, there is more work to do on that when you are writing curriculum. For example, the standards separate the domain of Number and Operations in Base Ten and the domain of Operations and Algebraic Thinking, in order to clearly identify these two important threads leading to algebra. But these two threads are logically interwoven, and it would not make sense to teach all the NBT standards in a grade level separately from all the OA standards.

In the next few blog posts, I will talk about three other aspects of coherent curriculum: the evolution from particulars to deeper structures, using deep structures to make connections between topics, and coherence of mathematical practice.

Catching up

The site was down for a few hours today because of a malware attack, but I think we have it fixed now.

I took the opportunity to catch up on comments in the forums; I was way behind! Thanks to all those who responded to readers’ questions. I will try to stay more on top of it. One of the things that has been keeping me busy is our work on grades 6–8 curriculum for Open Up Resources. It is being piloted this year, so that link is still password protected, but stay tuned!

Also, I am close to finishing up the Quantity Progression, the last one not yet done.

Illustrative Mathematics Session at the Joint Mathematics Meeting

Illustrative Mathematics organized a special session at the Joint Mathematics Meeting on January 7, 2016 in Seattle, WA called Essential Mathematical Structures and Practices in K-12 Mathematics. Here is a description of the session:

The mathematics curriculum in the US has been shaped by myriad forces over the years, including the competition for market share among publishing companies, economic realities of school districts’ purchasing power, the ease with which teachers can deliver the material, traditional expectations of what mathematics classroom work should look like, and so on. Surprisingly absent from these forces is the nature of the discipline of mathematics itself. The focus of this special session was on identifying and describing the essential mathematical structures of the K-12 curriculum, as well as the key mathematical practices in the work of mathematicians that should be mirrored in the work of students in K-12 classrooms.