PROSPECTIVE TEACHERS’ UNDERSTANDINGS:
FUNCTION AND COMPOSITE FUNCTION
David E. Meel
Bowling Green State University
Department of Mathematics and Statistics
Bowling Green, OH 43403
meel@bgnet.bgsu.edu
Abstract
The current education reform efforts have placed greater emphasis on conceptual
understanding and have focused attention on teacher preparation especially on the
adequacy of teachers' mathematical knowledge of the material they will be engaged in
teaching. This paper discussed the responses of 29 prospective elementary and special
education mathematics specialists to questions focused on conceptualization of the function
concept as well as facility with composite functions. The results point to the conclusion
that many of the prospective teachers held historical definitions tied to formulaic rules and
this negatively affected their ability to solve composite function problems.
Over the past decade, many researchers have turned their attention from studying students'
understanding of elementary school content knowledge to examining the content and pedagogical
understandings held by inservice and prospective teachers. In particular, this shift resulted from
the growing disfavor over quantifying the mathematical content knowledge of teachers by the
number of courses taken or scores attained on standardized tests (Ball, 1991). Researchers felt that
such information does not reflect the teachers' understandings of the material that they will be
teaching nor how they will transmit those understandings.
This study investigated the content knowledge of prospective teachers by examining their
responses to a cognitively-guided instrument designed to answer the following questions: (1) What
are the definitions of functions that these prospective teachers would be willing to accept and what
definition would they consider the best? and (2) How do prospective teachers interpret the
composition of functions and how does this reflect on the understanding of the function concept?
These two questions arose from analyzing the previous research both on prospective teachers'
understandings of the function concept (Even, 1993; Ebert, 1993; Wilson, 1993) and typical
student misconceptions associated with the function concept. The next section discusses the
various conceptions of the function definition held by mathematics students and teachers.
Theoretical Framework
The function concept is one of the central concepts underlying mathematics (FerriniMundy & Graham, 1991). Even though it is fundamental to mathematics, many students hold
primitive understandings and firmly rooted misconceptions (Davis, 1984, Tall & Vinner, 1981).
For example, students, typically, understand a function to be a formula (Breidenbach, Dubinsky,
Hawks & Nichols, 1992) connecting function with actions of substitution. This formulaic view of
the function concept has ties to historical perspectives. The conceptualization of the function
concept moved from a curve described by a motion during the 17th century to being conceived as a
formulaic rule composed of variables in the 18th century. In particular, this conception involved
analytical expressions composed of variables and constants that represent a relation between the
variables restricted by the distinction that the graph must not contain any “sharp” corners. This
definition focused on dynamic-dependencies between the variables and appears to contain linkages
to the function remaining similar over its domain and the connection of a function to a singularity
of rule. Even (1993) provided the following present-day definition of function (consistent with the
formal Dirichlet-Bourbaki definition): f is a function from one set to another, say A to B, if f is
defined as a subset of the Cartesian product of A (the domain) and B (the range or codomain),
David E. Meel: Prospective Teachers' Understanding:...
such that for every a ∈ A there is exactly one b ∈ B such that (a,b) ∈ f. This definition does not
rely on the linkages associated with the 18th century definition rather it appeals to static, settheoretic notions of arbitrariness and univalence. The arbitrariness aspect of functions, as
conceived in the modern definition, refers to the relationship between the two sets as well as the
nature of the sets themselves. The modern definition of function expanded the definition to include
many relationships not previously considered functions i.e., functions defined on split domains,
discontinuous functions, functions with a finite number of exceptional points, functions defined by
a graph, functions composed of arbitrary correspondences, functions defined by more than one
rule, and functions not unilaterally accepted by mathematicians (Leinhardt et al., 1990; Malik,
1980; Vinner & Dreyfus, 1989). These exemplify the notion that the relation between the two sets
does not have to exhibit any regularity to be considered a function. The other arbitrariness
characteristic dealt with the arbitrary nature of the sets themselves. The sets no longer needed be
composed of numbers. For example, the sets could be composed of a group of symbols,
mathematical operations, or functions.
The main requirement of the modern definition of the function concept is univalence. The
univalence requirement requires that for each element in the set A, called the domain of the
function, there is associated only one element of B, called the range of the function. This
requirement was found to be necessary during the development of differential calculus. Without
the univalence requirement, higher-order differentials were difficult, if not impossible, to
distinguish based upon a distinction of the independent and dependent variable involved.
Therefore, the requirement of univalence allowed mathematicians to overcome the difficulties of
multi-valued symbols and kept analysis manageable. Even though univalence is useful in the
management of analysis, it does not appear to be a well understood or situated concept for both
students and prospective teachers (Even, 1993).
Researchers have pointed to the position that many students and some prospective teachers
do not hold a modern conception of functions (Dreyfus & Eisenberg, 1983, 1987; Even, 1993;
Ferrini-Mundy & Graham, 1991; Markovits, Eylon, & Bruckheimer, 1983, 1986; Marnyanskii,
1975; Vinner, 1983; Vinner & Dreyfus, 1989). In a study conducted by Vinner and Dreyfus
(1989), students were asked to define the term “function” and the responses generated were
categorized into six classifications:
1. The Formal Dirichlet-Bourbaki definition;
2. A dependence relation between two variables (y depends on x);
3. A rule which requires a certain amount of regularity;
4. An operation or process;
5. A formula, algebraic expression, or equation; or
6. A representation typically in a meaningless graphical or symbolic form.
Students generally appear to hold to the requirement that the function be reasonable and describable
by a formula (Graham & Ferrini-Mundy, 1990). One possible reason proffered for this has been
that the general experience students and prospective teachers have with functions are almost
exclusively built around functions whose rule of correspondence is given by a formula (Even,
1993; Vinner & Dreyfus, 1989). The result, however, has been that students tend to exclude many
of the functions that are acceptable under the modern definition but were not acceptable under
historical definitions such as:
Two variables may be so related that a change in the value of one produces a change in the
value of the other. In this case the second variable is said to be a function of the first;
or
Any mathematical expression containing a variable x, that has a definite value when a
number is substituted for x, is a function of x (Hight, 1968).
Leinhardt et al. (1990) and Vinner & Dreyfus (1989) pointed out that many of the errors
produced during student classification of relations as functions or not functions do not occur as a
result of the lack of acceptance of the Dirichlet-Bourbaki definition. They found students accept
the Dirichlet-Bourbaki definition of the function but when involved in classification tasks, students
rely upon personal experience that is closely connected to historical definitions of function.
2
Issues in the Undergraduate Mathematics Preparation of School Teachers
Therefore, these errors may not be a consequence of a misconception but rather a “missed”
concept. As a result, it is the purpose of this study to examine if prospective teachers hold a
“historical” definition of function an what implications such a working definition would have on
their understanding and facility with composite functions.
Methodology
The participants of this study were 29 prospective teachers completing their mathematical
content experiences for either an Elementary Education degree (K-8 certification) or a Child and
Family Development degree (Pre-kindergarten certification preparing students to work with public
or private preschool, day care, or Head Start programs). The course in which these participants
were enrolled during the Spring of 1997 was an Advanced Mathematics for Elementary Teachers
taught at a regional state university. All of these students were required to take this capstone
course after completing classes in number systems, geometry, precalculus, and statistics although a
few were concurrently taking the fifth prerequisite course of calculus. The purpose of the
specialization was to provide prospective teachers with additional training in a particular area
beyond the typical two mathematical content courses thereby preparing these students to take be
mathematical specialists in an elementary schools.
During the Spring of 1997, an assessment (selected items are shown in appendix A) was
administered during the middle of the semester. This pretest anticipated discussions of
mathematical patterning and its linkage with functional understandings thereby providing the
instructor with a broad-scoping view of the students' understandings and beliefs prior to
instruction. The instrument was both piloted and externally reviewed by an expert panel of
mathematicians, mathematics educators, and psychometricians who evaluated the test with respect
to content, wording, and reasonableness of the questions. The complete instrument consisted of 32
items of which 7 were open-ended requiring the participant to explain his or her understanding and
25 were either computational, short-answer, or multiple-choice items. Students were informed to
attempt each item but leave it blank if they were unable to answer a question. Such an instruction
“ensured” that the results, especially regarding the objective items, were not tainted by mere
guessing.
Analysis of the participants' responses focused upon qualitative aspects of the replies
consistent with those set forth by Silver and Cai (1993). In particular, analysis centered on
identifying the various response types provided to each of the items and quantifying the number of
respondents displaying similar response characteristics in reference to the answer, the explanation
type, the usage of graphical representations, and other salient characteristics peculiar to an item. In
order to accomplish the quantification, the data collected were double-coded by raters and
examined for consistency between codings. For any responses evidencing a discrepancy between
the two codings, the response was reviewed and a consensus was reached concerning the final
coding of the response.
Results and Discussion
This study sought to answer the following questions: (1) What are the definitions of
functions that these prospective teachers would be willing to accept and what definition of function
would they consider the best? and (2) How do prospective teachers interpret the composition of
functions and how does this reflect on the understanding of the function concept?
Definitions of the function concept
In order to answer the first question, three particular items (T1, M2, and O3) focused on
the prospective teachers' acceptance of various definitions identified by Vinner and Dreyfus (1989)
in their research study. Task T1 presented six definitions of the function: (A) A function is a
correspondence between two sets that assigns to every element in the first set exactly one element
in the second set; (B) A function is a dependence relation between two variables (y depends on x);
(C) A function is a rule which connects the value of x with the value of y; (D) A function is a
computational process which produces some value of one variable (y) from any given value of
3
David E. Meel: Prospective Teachers' Understanding:...
another variable (x); (E) A function is a formula, algebraic expression, or equation which
expresses a certain relation between factors; and (F) A function is a collection of numbers in a
certain order which can be expressed in a graph. The participants were then asked to mark the item
as a true or false definition of function.
Each statement was accepted by at least 75% of the respondents with most of the
respondents (26 of the 29 respondents or about 89%) accepting definition (B). Examination at the
definition level revealed that of the 29 respondents, 23 accepted definition (A), 21 accepted
definition (C), 21 accepted definition (D), 22 accepted definition (E), and 21 accepted definition
(F). In addition to these results, a variety of patterns emerged from the data (see Table 1) and one
of particular interest was that 7 respondents accepted all six definitions, 10 respondents selected
five of the six, 7 respondents chose four of the six; 4 respondents accepted three of the six, and 1
respondent selected only two of the definitions.
Table 1: Data of responses to T1 and M2
In item M2, the prospective teachers were asked to select the definition that best describes
the mathematical concept of function (denoted with a B in table 1). Given the number of
participants accepting definition (B), it might seem that it would be the definition of choice;
however, analysis revealed a divergence between the level of acceptance and the choice of a “best”
definition. As seen in table 1, 15 of the 29 respondents selected definition (A), only 2 selected
definition (B), 1 selected definition (C), 3 selected definition (D), 7 selected definition (E), and 1
selected definition (F). Interestingly, of the 23 participants accepting definition (A), only 15
respondents considered it the best definition. However, this selection of the modern definition of
function, definition (A), by just over 50% of the prospective teachers is consistent with the results
detected by Even (1993) in her study examining prospective secondary school teachers.
This pattern did not hold true when the prospective teachers were presented with item O3
which asked for participants to “Define the mathematical concept: function”. Even though some of
these prospective teachers accepted the modern definition of the function concept and quite
possibly chose it to be the “best” definition, many of them did not or chose not to provide it for this
question. In particular, only 21 of the 29 participants supplied a response to this item and of those,
only one respondent provided a definition consistent with definition (A). Three other participants
provided statements that combined aspects of definition (A) and definition (E). In fact, definition
(E) or some related definition was provided most often. Besides the three participants combining
definitions (A) and (E), an additional six provided responses consistent with definition (E) or
statements comprised of definition (E) and added constraints such as graphability or dependency.
Of the remaining 11 respondents, 5 made either direct or indirect illusions to functions being “oneto-one”, 2 participants provided statements consistent with definition (B) and the other 4 responses
were unclassifiable. Interestingly, when examining the responses which indicated that a function
was “one-to-one” corroborating evidence pointed to the conclusion that many of these respondents
considered the phraseology “one-to-one” to mean that “one x is mapped to one y”. In other
words, the correspondence between x and its image y is immutable in the sense that the rule
connecting these two entities does not change from one application to the next.
4
Issues in the Undergraduate Mathematics Preparation of School Teachers
There are at least three possible reasons for the identified inconsistency associated with the
prospective teachers' responses. First, as Even (1993) pointed out, prospective teachers may
consider the modern definition as a viable definition, however they chose to explain the concept of
function in alternative terms since conceptualization of the modern definition is difficult. Another
possible explanation is that these prospective teachers felt that additional constraints needed to be
attached to the definition which in turn obscured the essential components. A third possible
interpretation could be that these prospective teachers, although recognizing the validity of the
modern definition, were either unable to articulate the modern definition, chose to not respond, or
responded with a definition which was an attempt to classify their understandings in a phrase or
sentence composed of borrowed or personal terminology when asked to provide their own
definition. In any case, this study revealed that most of these prospective teachers, although
choosing mathematics as their area of specialization, either did not provide the modern definition of
the function concept or were generally inconsistent in their selection of the definition.
Since many of the participants linked the function concept with definition (E), the results
associated with item T4 which stated “Every function can be expressed by a certain computational
formula (e.g., y=2x+1 or y=3sin (π+ x))” should not be surprising. Of the 28 respondents to this
item, 16 indicated agreement. Breidenbach et al. (1992) attribute this phenomenon to students and
pre-service teachers dependence on an action conceptualization of function which focuses on the
act of substituting numbers for variables and calculating to obtain a result. This attachment to
formulas coupled with the already identified desired immutability of the correspondence brings to
question the nature of the formula. According to Leinhardt et al. (1990), students feel that closed
rules comprised of arbitrary associations, such as a random number function, are not functions.
Two particular items, T5 and M6, focused on this issue and the participants' responses indicated
that many of these prospective teachers were unaccepting of arbitrarily associated function. In
response to item T5, which asked the participants to respond to the statement “Every function
expresses a certain regularity (the values of x and y can not be matched in a completely arbitrary
manner”, 16 of the 27 respondents felt the statement was correct. In a more dramatic fashion, the
desire to not have the function defined entirely arbitrarily was seen in the prospective teachers'
responses to item M6 which presented three propositions describing functions. One of these,
proposition III, stated that “For every value of x we choose the corresponding value of y in an
arbitrary way (e.g., by throwing dice)”. Of the 28 respondents to this item, 24 selected choices
which did not include proposition III thereby making it evident that most of these prospective
teachers were not accepting of a function being defined by a random correspondence scheme.
Thus, about half of the prospective teachers (14 of the 29 participants) held formulaic conceptions
of function while being unaccepting of randomly-defined functions
The question that now arises is one of how does the inconsistent or lack of selection of
modern definition of the function concept coupled with a formulaic view impact the prospective
teachers' facility with composite functions. This next section delineates both how the prospective
teachers organized the function concept when dealing with composite functions and how they
handled the underlying symbolism used to represent the composite functions.
Composite Functions
One major topic which has the concept of function as an integral component is that of
composite functions. The implications of how these prospective teachers situate the function
concept should be evident when they work with composite functions. Items O7, O8, O9, and
M10 looked at a variety of aspects associated with composition, i.e., finding (F o G)(x) where
F(x) and G(x) include variables, finding F(x) given (F o G)(x) and G(x), finding (F o G)(x)
where F(x) and G(x) do not include variables, and examining the zeros of a composition
respectively.
The responses to item O7 which presented two functions, i.e., F(x) = 1+ x 4−1 and
5
G(x) = 2 + x −1
, and asked participants to describe the composition of the two functions revealed
that many of the prospective teachers had difficulty establishing the composition. In particular,
5
David E. Meel: Prospective Teachers' Understanding:...
eleven of the prospective teachers did not respond to the item leaving a total of 18 respondents to
this item. Of those, only 7 were able to correctly establish the composition although some of the
responses contained errors as part of the simplification process from
(F o G)(x) =1 +
2+
4
5
−1
x −1
to (F o G)(x) =
−20
x+ 4
+ 5.
One prospective teacher established (G o F)(x) rather than (F o G)(x), a couple others concluded
that “the composition will always be positive” without providing a formulated composition, and
several found (F o G)(2) . The rest of the prospective teachers responding to this item (5 of the 18)
generally considered the composition symbol to connote multiplication and as a result computed
F(2) and G(2) to find their product.
When the prospective teachers were presented with item O8 which indicated that H(x) =
(F o G)(x) = cos2 x , G(x) = sin x , and expected participants to deduce the nature of the function
F(x), only 2 of the 22 responding prospective teachers were able to identify that F(x) = x2 −1. A
couple of prospective teachers came close to establishing the correct nature of F(x); however they
concluded that “ F(x) = sin x + 1 since sin 2 x + 1 = cos 2 x ” or “ cos 2 x = F(sin x) so F(x) = x2 +1 ”.
Most of the other respondents considered the composition symbol, o , to stand for multiplication. In
particular, 14 respondents attempted to make sense of the composition in a manner similar to the
one shown in figure 1.
Figure 1: Example of improper usage of functional notation
This response was indicative of how some of the prospective teachers would consider the amalgam
of symbols F(G(x)) to be F •(G(x)) rather than the composite of two functions F(x) and G(x).
These two items (O7 and O8) both had the characteristic that the underlying functions had
specific variables into which students could mechanically manipulate to establish the composition;
however, item O9 did not have this property. Prior to deliberating the case of composition, a
discussion of several items which focused on constant functions in general will provide needed
illumination. In particular, it was evident from two items on the assessment, T11 and T12, that
many of the prospective teachers did not generally consider constant functions as a function.
When participants were presented with the statement “There exists a function all of whose values
are equal to each other” in item T11, 15 of the 27 respondents disagreed with the statement. In a
similar fashion, when participants responded to the statement “As the value of the independent
variable of a function changes, the value of the dependent variable also changes” in item T12, 20
of the 28 respondents agreed with the assertion. As a result, these response indicated that many of
the prospective teachers believed that variation in the independent variable must correspond with
variation in the dependent variable. Since a constant function can be described as a many-to-one
correspondence, information from item M13, “A function can be: (I) one-to-one, (II) one-tomany, or (III) many-to-one” provided additional information. It was interesting to find that in
response to this item only 5 of the 28 respondents selected a statement which indicated acceptance
of a function having a felt that a many-to-one correspondence.
6
Issues in the Undergraduate Mathematics Preparation of School Teachers
This lack of acceptance of a constant function as a function by students has been identified
in prior research studies (Barnes, 1988; Markovits et al., 1986; Marnyanskii, 1975). Several
possible origins for this error have been proposed: (a) the stress of covariation in the 18th century
definition, (b) the use of contrasting meanings of constant and variable and associating function
with variable, or (c) the resistance to accept many-to-one correspondences (Markovits et al., 1986;
Marnyanskii, 1975; Vinner, 1983; Vinner & Dreyfus, 1989). An additional characteristic imposed
on the function concept by some students is the causality factor. From experience, students imply
the connection of the dependency characteristic with a causal connection (Marnyanskii, 1975).
Since many of these prospective teachers misclassified constant functions, then it should be
no surprise to find that many of them had difficulty with item O9 that contained only constant
functions. This item presented the two functions to be composed, i.e., f(x)=4 and g(x)=2, and
then prompted the participants to determine the value of ( f o g)(x) at x=7. Only seven of the 27
respondents were able to correctly establish that ( f o g)(7) = 4 . Four other respondents made
comments similar to the following “f(g(7)), I can't do it because there is no formula for me to plug
7 in”. The rest of the respondents (16 of the 27) interpreted the composition symbol to be
multiplication and made computations similar to that shown in figure 2.
Figure 2: Example of misinterpretation of composition symbol as multiplication
The product of 56 was obtained most often although some respondents arrived at unique answers
such as 2744, 14, 18, 28, and 392. Each of these came with its own set of computational
techniques, for instance 2744 was obtained in this manner: ( f o g)(7) = f (7) ⋅ g(7) = (4 ⋅7) ⋅(2 ⋅ 7)
= 2744 .
A possible explanation for the majority of prospective teachers being unable to solve many
of these composition problems may reside with the prospective teachers not completely recognizing
or understanding the composition notation. Eisenberg (1991) chronicled some of the notational
difficulties encountered in reference to functional symbolism. He noted that the “f(x) notation is
confusing because f(x) is usually read to mean x under the function f goes to . . .” (Eisenberg,
1991, p. 149). In addition, the symbolism f(x) is a complex of symbols which students are not
used to thinking of as a variable. The complex, f(x), is not considered by many students to be a
variable because a variable to them is a single symbol, such as the y in y = 3x + 4, and f(x) is
composed of four symbols (Dunham & Osborne, 1991). In particular, when presented with items
T14 and T15, 26 of the 28 respondents indicated that more than single symbols could be variables
but of those 26, 6 indicated in item T15 that f(x) was not a variable. As a result, the prospective
teachers may have been confused by the larger set of symbols such as (F o G)(x) or F(G(x)) and
considered the composition symbol, o , to correspond, as was seen in many of the responses, to a
symbol for multiplication. As a result, the complexes of (F o G)(x) or F(G(x)) might have been
considered to be a “weird” mathematical symbolism where the components correspond to
variables. The responses indicated a belief that the symbols F, G, and x were autonomous
variables and that by following order of operations a solution could be achieved.
An additional item, M10, was included to determine if the prospective teachers could
establish the zeros of a composite function. In this item, participants were presented with the
information that the function, f(x), had two zeros when x=1 and x=4 and from this they needed to
determine what values of z would make f(4z)=0. In order to arrive at a correct response, the
prospective teachers' must to identify and solve two equations, 4z =1 and 4z=4, since the values of
1 and 4 made f(x)=0. Only 9 of the 28 respondents correctly established that z=1/4 and z=1 would
make f(4z)=0. Since the solution of these equations are quite accessible, it seems evident that
many of the prospective teachers could not analyze the impact of the composition. In particular, 8
7
David E. Meel: Prospective Teachers' Understanding:...
respondents answered with “unable to determine” and 7 others selected “z=0 only”. Two additional
prospective teachers selected the response “z=4 and z=16 only” and another two chose “z=1 and
z=4 only”. Evidently, many of the prospective teachers were unable to examine a composite
function to establish the zeros of the composite function given the zeros of the “outer function”.
Further studies will need to be conducted to examine if the difficulties evidenced with composition
reside with misunderstanding of the function concept, with the notation surrounding the
composition description, or with some combination of these.
Conclusion
The results of this study point to the conclusion that many of these prospective teachers
were inconsistent when dealing with the modern definition of function. In particular, this study
identified that many of the prospective teachers held a rule-based interpretation of the function
concept and corresponding with that interpretation was a strong tendency of these prospective
teachers to negate constant functions as being functions. This errant connection revealed an
inherent weakness to this conceptualization especially when faced with composite functions
containing constant functions.
In order to gain a true perspective on these results, one should consider the training of these
prospective teachers and the other factors influencing their development. The National Council of
teachers of Mathematics seeks that all teachers “have not only a thorough understanding of the
mathematics they are teaching but also a vision of where that mathematics is leading” (NCTM,
1991, p. 135). Additionally, an excerpt from the “Common Experiences in the Mathematical
Education of Teachers” section of the NCTM's Professional Standards for Teaching Mathematics,
shown below, reveals the foundational knowledge of functions expected for K-4 teachers:
Teachers need to experience the development of mathematical language and symbolism and
how these have influenced the way we communicate mathematical ideas. Also, experience
in representing and solving problems requiring the use of variables is important. To build
bridges for their students to the mathematics that comes later in the school curriculum,
teachers must have a basic understanding of the concepts of functions and their use
(italics mine) in the growth of mathematical ideas. Understanding different representations
of functions (tabular, graphical, symbolic, verbal), how to move among these
representations, and the strengths and limitations of each is fundamental. The distinction
between continuous and discrete approaches in the solution of mathematical problems
should also be a part of the experiences provided for these teachers and should be
introduced initially at an intuitive and informal level (NCTM, 1991, pp. 136-7).
The selection calls for initial treatments to be informal and intuitive but also contains a noticeable
lack of appeal to the Dirichlet-Bourbaki definition of function. At the 5-8 level, the only mention
of functions arose in the section entitled “Concepts of calculus” where the following statement is
made: “Functions, graphs, and the notion of limits should be explored, starting with concrete
problems such as maximizing the volume of a box that can be folded from a rectangular sheet of
grid paper. The rate of change of the volume of the box as a function of the height of the box can
be investigated in a way that introduces the concepts of differentiation and integration in an
appropriate manner for teachers of grade 5 and above” (NCTM, 1991, p. 138). In neither
description was a mention of a formal treatment of the nature of the function mentioned.
Treatments were to begin informally and intuitively and then proceed to exploring concrete
situations. Tying such explorations to concrete situations further enforces the view of functions as
a rule based entity.
The informal and intuitive presentation giving way to concrete explorations is mirrored in
the NCTM's Curriculum and Evaluation Standards for School Mathematics which describes the
content of the K-8 curriculum. Activities such as “guess my rule” were suggested to introduce the
function concept and the presentation was to be “informal and relatively unburdened by
symbolism” (NCTM, 1989, p. 98). In doing this, students should come to an “understanding that
functions are composed of variables that have a dynamic relationship: Changes in one variable
result in change in another” (NCTM, 1989, p. 98). In particular, the primary arena for the study
8
Issues in the Undergraduate Mathematics Preparation of School Teachers
of functions arises in the study of patterns in both informal settings such as in architecture, plowed
fields, and physical patterns, and more formal mathematical settings and this study “should focus
on the analysis, representation, and generalization of functional relationships” (NCTM, 1989, p.
98). These types of presentations further corroborate the perception that the function concept is
rule-based, non-arbitrary, and needs to contain both independent and dependent variables.
As a result, historical definitions of functions appear to be the primary characterization
required from and presented to prospective K-8 teachers. However, the noticeable lack of treatment
of the formal mathematical definition of the function concept in the K-8 mathematical preparation of
teachers brings to rise two questions. First, would the presentation of the Dirichlet-Bourbaki
definition at the K-8 level be a hindrance or a benefit to K-8 student understanding of the function
concept? In other words, is the definition so complex that students may not be sufficiently
prepared to explore the subtle nuances of the definition or would early introduction, although not
completely understood, set the stage for understanding rather than permitting or reinforcing a
working definition which is considered incomplete by mathematicians at this time? Secondly, is it
sufficient to merely push the K-8 teacher's understanding of functions to a level just above that
which is expected of the most advanced K-8 student? Finding answers to these questions may not
be feasible from this study; however, if prospective teachers are allowed to enter classrooms with
such incomplete notions then those could be passed on to students.
References
Ball, D. (1991). Research on teaching mathematics: Making subject matter knowledge part of
the equation. In J. Brophy (Ed.), Advances in research on teaching: Vol. 2 Teachers' subject
matter knowledge and classroom instruction (pp. 1-48). Greenwich, CT: JAI Press.
Barnes, M. (1988). Understanding the function concept: Some results of interviews with
secondary and tertiary students. Research on Mathematics Education in Australia, 24-33.
Breidenbach, D., Dubinsky, E., Hawks, J., & Nichols, D. (1992). Development of the
process conception of function. Educational Studies in Mathematics, 23, 247-285.
Davis, R.B. (1984).
Learning mathematics: The cognitive science approach to
mathematics education. Norwood, NJ: Ablex Publishing Corporation.
Dreyfus, T. & Eisenberg, T. (1983). The function concept in college students: Linearity,
smoothness & periodicity. Focus on Learning Problems in Mathematics, 5(3&4), 119-132.
Dreyfus, T. & Eisenberg, T. (1987). On the deep structure of functions. In J.C. Bergeron,
N. Herscovics, & C. Kieran (Eds.), Proceedings of the 11th International Conference of the
PME (Vol. I, pp. 190-196). Montreal: Canada.
Dunham, P.H. & Osborne, A. (1991). Learning how to see: Students' graphing difficulties.
Focus on Learning Problems in Mathematics, 13(4), 35-49.
Ebert, C.L. (1993). An assessment of prospective secondary teachers' pedagogical
content knowledge about functions and graphs. Paper presented at the annual meeting of the
American Educational Research Association, Atlanta.
Eisenberg, T. (1991). Functions and associated learning difficulties. In D. Tall (Ed.),
Advanced Mathematical Thinking (pp. 140-152). Dordrecht: Kluwer.
Even, R. (1993). A subject-matter knowledge and pedagogical content knowledge:
Prospective secondary teachers and the function concept. Journal for Research in Mathematics
Education, 24(2), 94-116.
Ferrini-Mundy, J. & Graham, K.G. (1991). An overview of the calculus curriculum reform
effort: Issues for learning, teaching, and curriculum development. American Mathematical
Monthly, 98(7), 627-635.
Graham, K.G. & Ferrini-Mundy, J.
(1990).
Functions and their representations.
Mathematics Teacher, 83(3), 209-212.
9
David E. Meel: Prospective Teachers' Understanding:...
Hight, D.W. (1968). Functions: Dependent variables to fickle pickers. Mathematics
Teacher, 61(6), 575-579.
Leinhardt, G., Zaslavsky, O. & Stein, M.K. (1990). Functions, graphs, and graphing:
Tasks, learning, and teaching. Review of Educational Research, 60(1), 1-64.
Malik, M.A. (1980). Historical and pedagogical aspects of the definition of function.
International Journal of Mathematics Education in Science and Technology, 11, 489-492.
Markovits, Z., Eylon, B., & Bruckheimer, M. (1983). Functions: Linearity unconstrained.
In R. Herschkowitz (Ed.), Proceedings of the 7th International Conference of the PME (pp.
271-277). Israel: Weizmann Institute of Science.
Markovits, Z., Eylon, B., & Bruckheimer, M. (1986). Functions today and yesterday. For
the Learning of Mathematics, 6(2), 18-24, 28.
Marnyanskii, I.A. (1975). Psychological characteristics of pupil's assimilation of the concept
of function. In J. Kilpatrick, I. Wirszup, E. Begle, & J. Wilson (Eds.), Soviet Studies in the
Psychology of Learning and Teaching Mathematics XIII (pp. 163-172). Chicago, IL: SMSG,
University of Chicago Press.
National Council of Teachers of Mathematics. (1989). Curriculum and Evaluation Standards
for School Mathematics. Reston, VA: NCTM.
National Council of Teachers of Mathematics. (1991). Professional Standards for Teaching
Mathematics. Reston, VA: NCTM.
Silver, E.A. & Cai, J. (1993). Schemes for Analyzing Student Responses to QUASAR's
Performance Assessments: Blending Cognitive and Psychometric Considerations. Paper
presented at the annual meeting of the American Education Research Association, Atlanta, GA.
Tall, D.O. & Vinner, S. (1981). Concept image and concept definition in mathematics with
particular reference to limit and continuity. Educational Studies in Mathematics, 12, 151-169.
Vinner, S. (1983). Concept definition, concept image and the notion of function.
International Journal of Mathematics Education in Science and Technology, 14, 293-305.
Vinner, S. & Dreyfus, T. (1989). Images and definitions for the concept of function. Journal
for Research in Mathematics Education, 20(4), 356-366.
Wilson, M.R. (1993). One preservice secondary mathematics teacher's evolving
understanding of mathematical functions. Paper presented at the annual meeting of the American
Educational Research Association, Atlanta.
Appendix A
TASK T1
Please mark the following six definitions of function as being true or false
A. T F
A function is a correspondence between two sets that assigns to every element in
the first set exactly one element in the second set.
B. T F
A function is a dependence relation between two variables (y depends on x).
C. T
F
A function is a rule which connects the value of x with the value of y.
D. T
F
A function is a computational process which produces some value of one
variable (y) from any given value of another variable (x).
E.
T
F
A function is a formula, algebraic expression, or equation which expresses a
certain relation between factors.
F.
T
F
A function is a collection of numbers in a certain order which can be expressed in
a graph.
10
Issues in the Undergraduate Mathematics Preparation of School Teachers
TASK M2
Which of the above definitions best describes the mathematical concept of function as you
understand it?
A B C D E F
TASK O3
Define the mathematical concept: function.
TASK T4
T F Every function can be expressed by a certain computational formula (e.g. y = 2x+1 or
y=3sin(π+x)).
TASK T5
T F Every function expresses a certain regularity (the values of x and y can not be matched in
a completely arbitrary manner).
TASK M6
Which of the following propositions describe functions? (x and y are natural numbers)
I.
If x is an even number then y = 2x+5; otherwise y = 1-3x.
II. If x = 0 then y = 3;
If x > 0 then to find the corresponding value of y we add 2 to the value of y
corresponding to x-1.
III. For every value of x we chose the corresponding value of y in an arbitrary way (e.g.
by throwing dice).
I II III I & II I & III II & III All None
A
B
C
D
E
F
G
H
TASK O7
4
5
and G( x) = 2 +
where the domain of F(x) and G(x) is x ≥ 2, then
x −1
x −1
describe the composition F ˚ G.
If F( x) = 1+
TASK O8
If H(x) = (F ˚ G)(x) where H(x) = cos2 x and G(x) = sinx, then find F(x).
Show your work or explain your answer.
F(x) =
TASK O9
Let f(x) = 4 and g(x) = 2. What is the value of (f ˚ g)(x) when x = 7?
(f ˚ g)(7) =
Explain how you found your answer.
11
David E. Meel: Prospective Teachers' Understanding:...
TASK M10
If ƒ(x) = 0 only when x = 1 and x =4, then for what values of z does ƒ(4z) = 0?
A z = 4 and z = 16 only
B
z = 1 and z = 4 only
C
z = 1/4 and z = 1 only
D
z = 0 only
E
Unable to determine
TASK T11
T F There exists a function all of whose values are equal to each other.
TASK T12
T F As the value of the independent variable of a function changes, the value of the dependent
variable also changes.
TASK M13
A function can be:
I
I
one-to-one
II
one-to-many
III
many-to-one
II III I & II I & III II & III
All
None
A
B
G
H
C
D
E
F
TASK T14
T F Only single symbols, such as y, can be a variable.
TASK T15
T F The set of symbols, ƒ(x), is a variable.
12