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Unravelling student challenges with quadratics: a cognitive approach.


My secondary school mathematics students have often reported to me that quadratic quadratic, mathematical expression of the second degree in one or more unknowns (see polynomial). The general quadratic in one unknown has the form ax2+bx+c, where a, b, and c are constants and x is the variable.  relations are one of the most conceptually challenging aspects of the high school curriculum. From my own classroom experiences, there seemed to be several aspects to the students' challenges. Many students, even in their early secondary education, have difficulty with basic multiplication table multiplication table
n.
A table, used as an aid in memorization, that lists the products of certain numbers multiplied together, typically the numbers 1 to 12.
 fact retrieval. Difficulty retrieving multiplication multiplication, fundamental operation in arithmetic and algebra. Multiplication by a whole number can be interpreted as successive addition. For example, a number N multiplied by 3 is N + N + N.  facts directly influences students' ability to engage effectively in factorisation Noun 1. factorisation - (mathematics) the resolution of an entity into factors such that when multiplied together they give the original entity
factoring, factorization

resolving, resolution - analysis into clear-cut components
 of quadratics quad·rat·ics  
n. (used with a sing. verb)
The branch of algebra that deals with quadratic equations.


quadratics 
, since factorisation is a process of finding products within the multiplication table. Finally, students also find it challenging to recognise and understand varied representations of the same quadratic relationship.

In my own classroom, I had explored various pedagogical ped·a·gog·ic   also ped·a·gog·i·cal
adj.
1. Of, relating to, or characteristic of pedagogy.

2. Characterized by pedantic formality: a haughty, pedagogic manner.
 strategies in order to mediate MEDIATE, POWERS. Those incident to primary powers, given by a principal to his agent. For example, the general authority given to collect, receive and pay debts due by or to the principal is a primary power.  for the challenges that I have outlined--everything from rehearsal to real world applications. However, I felt that my pedagogical efforts lacked the necessary insight on how the brain creates memory and felt that my pedagogical directions might be enhanced with this knowledge. Therefore, in order to construct my own classroom solutions, I turned to cognitive science cognitive science

Interdisciplinary study that attempts to explain the cognitive processes of humans and some higher animals in terms of the manipulation of symbols using computational rules.
 to assist me in better understanding the mechanisms of fact retrieval. I surmised that problems with quadratic relations might potentially be linked to the ways in which the brain constructs cognitive representations and this knowledge might in turn inform my pedagogical decision making as a classroom teacher. This article is a sharing of my investigation.

Linking cognitive science to pedagogy

To better understand the problems students experience with quadratic relations, I draw from cognitive science researchers, Phenix and Campbell (2001), who suggest that order matters in the brain's ability to retrieve numeric facts. Their research is useful in understanding students' problems with factorisation and with identifying varied representations of the same quadratic relationship. Before I detail their research, I begin with an overview of the kinds of memory capabilities our brains have in order to situate sit·u·ate  
tr.v. sit·u·at·ed, sit·u·at·ing, sit·u·ates
1. To place in a certain spot or position; locate.

2. To place under particular circumstances or in a given condition.

adj.
 why, as teachers of mathematics, we need to pay attention to Phenix and Campbell's claims.

Making the right kind of mathematical memories

Butterworth (1999) suggests that there are three types of memory our brains can create. Long-term autobiographical memory An autobiographical memory is a personal representation of general or specific events and personal facts. Autobiographical memory also refers to memory of a person’s history. An individual does not remember exactly everything that has happened in one’s past.  stores events with generalised Adj. 1. generalised - not biologically differentiated or adapted to a specific function or environment; "the hedgehog is a primitive and generalized mammal"
generalized

biological science, biology - the science that studies living organisms
 timelines of when and where the events occurred. A student's memory of grade eight graduation is an example of long-term autobiographical memory.

Long-term semantic memory semantic memory Neurology A 'cognitive' form of memory linked to acquisition and use of factual knowledge. See Memory.  stores general knowledge not identified by a timeline for when the event occurred. Multiplication facts, for example, are stored in long-term semantic memory. Semantic, as in long-term semantic memory, implies associations to specific memories or meanings. In mathematics, semantic implies the ability to access certain knowledge over other knowledge based upon context. I refer to this process as "linguistic discrimination"--the ability to access one meaning over another meaning from long-term semantic memory of mathematical text; i.e., symbolic, numeric, visual, graphic, etc. (Kotsopoulos, 2006).

Short-term memory short-term memory
n.
Abbr. STM The phase of the memory process in which stimuli that have been recognized and registered are stored briefly.
 stores information temporarily. This information, or knowledge, may be lost if not eventually stored in long-term semantic memory. Multiplication facts can, alternatively to long-term semantic memory, be relinquished re·lin·quish  
tr.v. re·lin·quished, re·lin·quish·ing, re·lin·quish·es
1. To retire from; give up or abandon.

2. To put aside or desist from (something practiced, professed, or intended).

3.
 to short-term memory and thus lost to students during, for example, factorisation. Our goal, as educators, is to structure learning opportunities to ensure that mathematical facts and/or multiple representations of mathematical objects are stored to long-term semantic memory and are, thus, potentially accessible to students in the form of prior learning.

Therefore, how do we, as teachers, create learning opportunities that facilitate long-term semantic mathematical memories? Furthermore, how do we teach students to discriminate linguistically between meanings and access the appropriate long-term semantic memory? I turn here to the distinction between two different types of mathematical long-term semantic memories--that of "procedural knowledge Procedural knowledge is the knowledge exercised in the performance of some task. See below for the specific meaning of this term in cognitive psychology and intellectual property law. " or "conceptual knowledge." The distinction between the two might be useful understanding how to occasion certain long-term semantic memories over others.

Simply said, conceptual knowledge refers to deeper understanding of mathematical relationships beyond computations, while procedural knowledge is associated with calculations and algorithm use (Boaler, 1998; Hiebert & Carpenter, 1992). Procedural knowledge that is in long-term semantic memory allows one to perform mathematical computations effectively and efficiently. Conceptual knowledge is deeper and enables an individual to question whether findings make sense, and develop, if necessary, procedural strategies from other existing strategies in long-term semantic memory, when needed.

The debates concerning procedural versus conceptual knowledge have been extensive in mathematics education (Hiebert & Lefevre, 1987). Some researchers hypothesise Verb 1. hypothesise - to believe especially on uncertain or tentative grounds; "Scientists supposed that large dinosaurs lived in swamps"
conjecture, hypothesize, speculate, theorise, theorize, hypothecate, suppose
 that conceptual knowledge builds procedural fluency (Haapasalo & Kadijevich, 2000; 1987). While others propose that conceptual knowledge only follows from procedural competency--students need to know the basic facts before they can make sense of more complex mathematical problems Mathematical problem may mean two slightly different things, both closely related to mathematical games:
general meaning
a question that can be answered with the help of mathematics ; formal meaning : any tuple (S, C( ), r
 (Davis, Gray Davis, Gray (Joseph Graham Davis, Jr.), 1942–, U.S. politician, b. the Bronx, N.Y. A graduate of Stanford Univ. (1964) and Columbia Univ. Law School (1967), he entered the army and served in Vietnam (1968–69). , Simpson, Tall, & Thomas, 2000). Still others claim that there does not need to be a divide between procedural and conceptual knowledge, a one or the other approach to learning mathematics, in that one can and does support the other (Berger, 2004; Rittle-Johnson, Czarnocha & Baker, 2002).

The position I take most closely follows the last. I extend this position to say that, as teachers, we need to make intentional and informed decisions about the choices we make in teaching. This may imply that in some instances procedural knowledge may be emphasised more heavily (i.e., basic fact retrieval, multiplication, etc.) than conceptual knowledge, but not to the exclusion of conceptual knowledge. For example, in the case of multiplication, it is useful for students to have an understanding of repeated addition as the conceptual underpinnings of basic multiplication--particularly for when long-term semantic memory fails. However, as teachers, we understand how timely this can be when students resort to repeated addition in order to multiply. Therefore, in the case of number facts, procedural knowledge is important.

Long-term semantic memory: Order matters

Much insight can be gained in mathematics education from the cognitive sciences cognitive sciences The areas of medicine that study the nature and processes of mental activity–eg, neurology, psychiatry, psychology  regarding our brains. One such example of this can be seen in Phenix and Campbell's (2001) research that considered the brain's function with respect to numeric fact retrieval. The intent of their study was to test whether numeric fact retrieval is order specific. For example, does 3 x 5 access the same cognitive representation as 5 x 3? Their results showed that order did matter! That is, 3 x 5 does not access the same cognitive representations as 5 x 3, despite the fact that the operands and the results are the same.

Phenix and Campbell's (2001) findings suggested to educators that when students learn the multiplication tables both 3 x 5 and 5 x 3 needed to be understood independently of the each other, rather than the latter as simply a commuted form of the former. Patterning activities that highlight the commutative com·mu·ta·tive  
adj.
1. Relating to, involving, or characterized by substitution, interchange, or exchange.

2. Independent of order.
 property for multiplication are common in the early development of students' conceptual knowledge of multiplication tables and multiplicity mul·ti·plic·i·ty  
n. pl. mul·ti·plic·i·ties
1. The state of being various or manifold: the multiplicity of architectural styles on that street.

2.
. One example of this is the multiplication table itself, often used as a tool to demonstrate to students how half of the table is simply a replica of the other half (see Table 1). However, given that order does matter, patterning (and assumptions regarding a student's ability to recognise patterns) requires more careful contemplation on the part of educators if our goal is to reach students' long-term semantic memory. This is a prime case for ensuring both procedural and conceptual understanding. The emphasis on procedural understanding, however, must be organised around two separate multiplication facts rather than two related facts, given that order does matter. In other words Adv. 1. in other words - otherwise stated; "in other words, we are broke"
put differently
, when students see these problems, 3 x 5 and 5 x 3, and engage in linguistic discrimination, different long-term semantic memory is being accessed.

We now move to quadratics; why then do students experience difficulty in factoring quadratics? What is it that makes factoring such a formidable task? Given that the factoring of quadratics is the writing of polynomials as a product of polynomials, students need to have both a strong conceptual understanding of multiplication of polynomials as well as the procedural knowledge to retrieve basic multiplication facts effectively. It is useful for students to have conceptual knowledge of how products of terms relate to one another (i.e., exponent exponent, in mathematics, a number, letter, or algebraic expression written above and to the right of another number, letter, or expression called the base. In the expressions x2 and xn, the number 2 and the letter n  laws, addition of like terms, etc.). With this understanding, students can do the necessary procedural steps in factorisation but also step back and ask themselves if the results make sense.

Astonishingly a·ston·ish  
tr.v. as·ton·ished, as·ton·ish·ing, as·ton·ish·es
To fill with sudden wonder or amazement. See Synonyms at surprise.
, many secondary mathematics students struggle with basic multiplication table fact retrieval, negative factors, and multiple factors. Worth visiting is Brownell's (1956) article discussing the underlying coherence that computational competency affords a student in mathematics. Although for some students multiplication facts are immediate and habitual Regular or customary; usual.

A habitual drunkard, for example, is an individual who regularly becomes intoxicated as opposed to a person who drinks infrequently.
, for others the facts are inaccessible without a calculator. This may make factoring simple quadratics (a[x.sup.2] + bx + c, a = 1) a considerable challenge while non-simple quadratics (a[x.sup.2] + bx + c, a [not equal to] 1) become almost impossible. In both cases, students need to rely on procedural knowledge (e.g., multiplication facts) and conceptual understanding (e.g., the relationship between a, b and c). One reason, already already alluded to, that students experience challenges, could be in the ways in which the multiplication facts were initially learned (Ben-Yehuda, Lavy, Linchevski & Sfard, 2005).

Varied representations: Order still matters!

As I have already discussed, many grade 10 students are challenged when having to recall basic multiplication facts. Factoring of quadratics requires students to be able to quickly find factors of one number that also add to find another. This can be a drawn-out task if multiplication facts are not immediate. Drawing from cognitive science, I have suggested that one factor that might have influenced early storage of multiplication facts is FACTS I Federal Agencies' Centralized Trial-Balance System  the ways in which these facts were taught (i.e., false assumptions about patterning in that order does matter) and that these might have impacted whether or not the facts were stored in long-term semantic memory.

Order continues to matter in basic factorisation when it comes to quadratics. Order can be taken to mean the ordering of mathematical text in specific operand The part of a machine instruction that references data or a peripheral device. In the instruction, ADD A to B, A and B are the operands (nouns), and ADD is the operation code (verb). In the instruction READ TRACK 9, SECTOR 32, track and sector are the operands.  order, as was seen in Phenix and Campbell's work (2001). Order can also be taken to mean the general form in which mathematical information is presented. There are three forms of quadratic relations explored in many curriculums (e.g., National Council of Teachers of Mathematics The National Council of Teachers of Mathematics (NCTM) was founded in 1920. It has grown to be the world's largest organization concerned with mathematics education, having close to 100,000 members across the USA and Canada, and internationally.  (NCTM NCTM National Council of Teachers of Mathematics
NCTM Nationally Certified Teacher of Music
NCTM North Carolina Transportation Museum
NCTM National Capital Trolley Museum
NCTM Nationally Certified in Therapeutic Massage
), 2000; Ontario Ministry of Education (OME (Open Messaging Environment) An open messaging system from Novell. It is based on Microsoft's MAPI and is a superset of Novell's MHS and WordPerfect Office's messaging systems. ), 2005).

These are:

1. factored form, y = a(x - r)(x - s)

2. standard form, y = a[x.sup.2] + bx + c

3. vertex A corner point of a triangle or other geometric image. Vertices is the plural form of this term. See vertex shader.  form, y = a[(x - h).sup.2] + k.

When quadratic relations are presented as variations of the above forms, students can experience conceptual difficulties; that is, misunderstanding by the student may occur when the form or order of the above relations changes, thus limiting their ability to access the appropriate long-term semantic memory.

Take, for example, the following question: [x.sup.2] + 3x + 1 = x + 4. I have found in my teaching that when students are asked to factorise v. t. 1. to resolve into factors, as of a polynomial; same as factorize.

Verb 1. factorise - resolve (a polynomial) into factors
factorize

solve, resolve - find the solution; "solve an equation"; "solve for x"
 when solving this equation, they often experience challenges because the question is not in standard form, or, in other words, in an order that is familiar to them. In this other example, y = (x - 1)(2 - x), students often experience challenges understanding this factored-form of the quadratic to be a non-simple quadratic. Often, the graphical representation is opening in the incorrect direction (up rather than down). The order of the x in the second bracket contributes to this dissonance.

The preceding examples suggest that commuted understandings cannot be left to chance in that order, as in form, potentially matters here as well. The examples from the previous paragraph should not be viewed as merely extensions of a particular form, but rather, as new forms unto themselves. As such, these new forms have to be made explicit to students. In this case, building conceptual understanding may support students in linking the new forms to prior cognitive representations. For example, students should be encouraged to make connections and broader multiple representations of quadratics to explicate equivalence of algebraic 1. (language) ALGEBRAIC - An early system on MIT's Whirlwind.

[CACM 2(5):16 (May 1959)].
2. (theory) algebraic - In domain theory, a complete partial order is algebraic if every element is the least upper bound of some chain of compact elements.
 representations as part of building greater conceptual understanding--graphical representations here would be very useful (i.e., seeing that various algebraic forms yield the same graphical representation).

Classroom implications

In our teaching, we need to pay careful attention to ways in which the brain creates long-term semantic meaning. Conceptual knowledge alone of multiplication may not be sufficient to support students in quick fact retrieval. Students need to have procedural fluency and, in the case of multiplication, we see that this means that some of the patterning strategies used to facilitate conceptual understanding may be ineffective (Phenix & Campbell, 2001). That students experience difficulties with basic multiplication facts in secondary school suggests that there is a pressing need for a blending of procedural and conceptual knowledge through varied learning experiences for students, with careful attention to how our brains create long-term semantic memory. Assuming that conceptual knowledge will build procedural knowledge in multiplication fact retrieval, for example, may lead to some problems, particularly if the conceptual knowledge is structured around patterns, given that order does matter. I propose that order is also instrumental in the problems that students have with varied representations of the same quadratic relations.

Cognitive science gives us a unique lens from which to view our practices in the classroom. Understanding how the brain organises mathematical objects might help optimise students' chances for success. I intentionally chose to look more closely at how the brain works in coming to understand students' ability to retrieve facts. The cognitive model The term cognitive model can have basically two meanings. In cognitive psychology, a model is a simplified representation of reality. The essential quality of such a model is to help deciding the appropriate actions, i.e.  is one that could be more useful to education. It is indeed a fascination of mine. As educators, our work is to create learning opportunities that are mindful to how the brain organises material so that long-term semantic memories are occasioned.

References

Ben-Yehuda, M., Lavy, I., Linchevski, L. & Sfard, A. (2005). Doing wrong with words: What bars students' access to arithmetical discourses. Journal for Research in Mathematics Education, 36(3), 176-247.

Berger, M. (2004). The functional use of a mathematical sign. Educational Studies in Mathematics, 55, 81-102.

Boaler, J. (1998). Open and closed mathematics: Student experiences and understanding. Journal for Research in Mathematics Education, 29(1), 41-63.

Brownell, W. (1956). Meaning and skill--maintaining the balance. Arithmetic Teacher, 2(4), 129-136.

Butterworth, B. (1999). The Mathematical Brain. London: Macmillan.

Davis, G., Gray, E., Simpson, A., Tall, D. & Thomas, M. (2000). What is the object of the encapsulation (1) In object technology, the creation of self-contained modules that contain both the data and the processing. See object-oriented programming.

(2) The transmission of one network protocol within another.
 of a process. Journal of Mathematical Behavior, 18(2), 223-241.

Haapasalo, L. & Kadijevich, D. (2000). Two types of mathematical knowledge and their relation. Journal fur Mathematikdidatik, 21(2), 139-157.

Hiebert, J. & Carpenter, T. P. (1992). Learning and teaching with understanding. In D. A. Grouws (Ed.), Handbook of Research on Mathematics Teaching and Learning (pp. 65-97). New York New York, state, United States
New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of
: Macmillan Publishing Company.

Hiebert, J. & Lefevre, P. (1987). Conceptual and procedural knowledge in mathematics: An introductory analysis. In J. Hiebert (Ed.), Conceptual and Procedural Knowledge: The Case of Mathematics. Hillsdale, NJ: Erlbaum.

Kotsopoulos, D. (2006). Researching linguistic discrimination. For the Learning of Mathematics, 26(3), 21-22.

National Council of Teachers of Mathematics [NCTM] (2000). Principles and Standards for School Mathematics Principles and Standards for School Mathematics was a document produced by the National Council of Teachers of Mathematics [1] in 2000 to set forth a national vision for precollege mathematics education in the US and Canada. . Reston, VA: Author.

Ontario Ministry of Education [OME] (2005). The Ontario Curriculum Grades 9 and 10 mathematics--Revised. Toronto: Queen's Printer The Queen's Printer (or King's Printer when the monarch is male) is a position defined by letters patent under the royal prerogative in the United Kingdom. The holder of the letters patent has the nearly exclusive right of printing, publishing and importing the King James  for Ontario.

Phenix, T. L. & Campbell, J. I. D. (2001). Fan effects reveal position-specific numerical concepts. Canadian Journal of Experimental Psychology, 55(4), 271-276.

Rittle-Johnson, B., M., K., Czarnocha, B. & Baker, W. (2002). An Integrated Approach to the Procedural/Conceptual Debate. Paper presented at the PME-NA PME-NA North American Chapter of the International Group for the Psychology of Mathematics Education  XXIV, Athens, Georgia Athens-Clarke County is a unified city-county in Georgia, U.S., in the northeastern part of the state, at the eastern terminus of Georgia 316. The University of Georgia is located in this college town and is responsible for the initial creation of Athens and its subsequent growth. .

investigation ideas

* Crosses are placed on a 3 x 3 grid alternately by two players with the rule that no three crosses can be in a line. If the winner is the one that puts the last cross on the grid, investigate how both players can win. What are the options on a 4 x 4 grid?

Donna Kotsopoulos

The University of Western Ontario Western is one of Canada's leading universities, ranked #1 in the Globe and Mail University Report Card 2005 for overall quality of education.[2] It ranked #3 among medical-doctoral level universities according to Maclean's Magazine 2005 University Rankings. , Canada

<dkotsopo@uwo.ca>
Table 1. Multiplication table.

X    1    2    3    4    5    6    7    8    9    10
1    1    2    3    4    5    6    7    8    9    10
2    2    4    6    8    10   12   14   16   18   20
3    3    6    9    12   15   18   21   24   27   30
4    4    8    12   16   20   24   28   32   36   40
5    5    10   15   20   25   30   35   40   45   50
6    6    12   18   24   30   36   42   48   54   60
7    7    14   21   28   35   42   49   56   63   70
8    8    16   24   32   40   48   56   64   72   80
9    9    18   27   36   45   54   63   72   81   90
10   10   20   30   40   50   60   70   80   90   100
COPYRIGHT 2007 The Australian Association of Mathematics Teachers, Inc.
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2007 Gale, Cengage Learning. All rights reserved.

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Author:Kotsopoulos, Donna
Publication:Australian Mathematics Teacher
Geographic Code:8AUST
Date:Jun 22, 2007
Words:2730
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