RELATIONSHIPS BETWEEN FRACTIONAL KNOWLEDGE AND ALGEBRAIC REASONING: THE CASE OF WILLA Mi Yeon Lee & Amy J. Hackenberg International Journal of Science and Mathematics Education ISSN 1571-0068 Volume 12 Number 4 Int J of Sci and Math Educ (2014) 12:975-1000 DOI 10.1007/s10763-013-9442-8 1 23 Your article is protected by copyright and all rights are held exclusively by National Science Council, Taiwan. This e-offprint is for personal use only and shall not be selfarchived in electronic repositories. If you wish to self-archive your article, please use the accepted manuscript version for posting on your own website. You may further deposit the accepted manuscript version in any repository, provided it is only made publicly available 12 months after official publication or later and provided acknowledgement is given to the original source of publication and a link is inserted to the published article on Springer's website. The link must be accompanied by the following text: "The final publication is available at link.springer.com”. 1 23 Author's personal copy MI YEON LEE and AMY J. HACKENBERG RELATIONSHIPS BETWEEN FRACTIONAL KNOWLEDGE AND ALGEBRAIC REASONING: THE CASE OF WILLA Received: 5 September 2011; Accepted: 5 June 2013 ABSTRACT. To investigate relationships between students’ quantitative reasoning with fractions and their algebraic reasoning, a clinical interview study was conducted with 18 middle and high school students. The students were interviewed twice, once to explore their quantitative reasoning with fractions and once to explore their solutions of problems that required explicit use of unknowns to write equations. As a part of the larger study, the first author conducted a case study of a seventh grade student, Willa. Willa’s fractional knowledge—specifically her reversible iterative fraction scheme and use of fractions as multipliers—influenced how she wrote equations to represent multiplicative relationships between two unknown quantities. The finding indicates that implicit use of powerful fractional knowledge can lead to more explicit use of structures and relationships in algebraic situations. Curricular and instructional implications are explored. KEY WORDS: algebraic reasoning, fractional knowledge, fractions as multipliers, reciprocal reasoning, reversible iterative fraction scheme According to the National Mathematics Advisory Panel (2008), fractional knowledge is critical for learning algebra: “By the nature of algebra, the most important foundational skill is proficiency with fractions. The teaching of fractions must be acknowledged as critically important and improved before an increase in student achievement in Algebra can be expected” (p. 1-xiv). However, research on exactly how students’ fractional knowledge and algebraic reasoning are related has been relatively undeveloped (Lamon, 2007) compared to research on relationships between students’ whole number knowledge and algebraic reasoning (e.g. Kaput, Carraher & Blanton, 2008). Although some research has been conducted (e.g. Ellis, 2007; Empson, Levi & Carpenter, 2011; Steffe, 2001), much is unknown about precisely how fractional knowledge is critical in learning algebra. To address this issue, we conducted an interview study on the relationships between middle and high school students’ quantitative reasoning with fractions and their algebraic reasoning in the domain of writing and solving linear equations. As a part of the larger study, the authors conducted a case study of Willa, who was one of the seventh grade students. The purpose of this paper is to investigate how Willa’s International Journal of Science and Mathematics Education (2014) 12: 975Y1000 # National Science Council, Taiwan 2013 Author's personal copy 976 MI YEON LEE AND AMY J. HACKENBERG fractional knowledge was related to her writing and solving of linear equations. The research questions for the case study are: 1. How does Willa reason with fractions as quantities? 2. How does Willa develop equations to solve algebra problems that involve unknowns? 3. What are the relationships between Willa’s quantitative reasoning with fractions and her algebraic reasoning in the domain of writing and solving equations? PERSPECTIVES ON RELATIONSHIPS BETWEEN FRACTIONAL KNOWLEDGE AND ALGEBRAIC REASONING The aim of this section is to indicate how we view fractional knowledge and algebraic reasoning, as well as how we approached the study based on prior research on relationships between students’ fractional knowledge and algebraic reasoning. We view students’ fractional knowledge in terms of students’ operations and schemes, which are discussed in the conceptual framework of the paper. Following Kaput (2008) and other early algebra researchers (e.g. Carraher, Schliemann & Scwartz, 2008; Russell, Schifter & Bastable, 2011; Smith & Thompson, 2008), we view early algebraic reasoning to be about generalizing and abstracting arithmetical and quantitative relationships and systematically representing those generalizations and abstractions in some way, but not necessarily with standard algebraic notation. As students make progress, they learn to reason with standard algebraic notation in lieu of reasoning with numbers and quantities. This perspective can be motivating for students because use of algebraic symbols is based on experience with meaningful referents and relationships—specifically, quantitative relationships (Kaput, 2008; Smith & Thompson, 2008). Relational Thinking The research of Empson et al. (2011) is based on this perspective. They propose that children’s strategies for solving problems involving fractions are based on fundamental properties of operations and equality, which form the foundations of algebra. For them, relational thinking refers to children’s explicit or implicit use of the fundamental properties of operations and equality (e.g. the distributive property) as children reason through problems involving fractions (as well as whole numbers). According Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 977 to the authors, “relational thinking is a critical precursor—perhaps the most critical—to learning algebra with understanding, because if children understand arithmetic that they learn, then they are better prepared to solve problems and generate new ideas in the domain of algebra” (p. 426). To construct a relational understanding of fractions, Empson et al. (2011) state that students need to understand fractions as quantities, and they emphasize that Equal Sharing Problems are useful. For example, in a quest to share two identical candy bars equally among five students, a student could decide to share each candy bar equally among five students. This student’s idea can be expressed in notation as follows: 1/5 × 2 = 1/5 (1 + 1) = 1/5 × 1 + 1/5 × 1 = 1/5 + 1/5 = 2/5. So, the student’s strategy could implicitly involve the distributive property. Empson et al. propose that helping students develop their implicit use of fundamental properties of operations and equality in problem solving will support students in explicitly using standard algebraic notation to represent generalizations of their relational thinking. That is, the perspective of Empson et al. is that regular implicit use of algebraic ideas in quantitative situations can lead to explicit use and awareness of these ideas. Linear Co-variational Reasoning Other researchers also point out the importance of students developing awareness of patterns and structures in their ways of thinking with fractions (e.g. Ellis, 2007; Steffe, 2001). For example, in Ellis’s study, seven middle school students in a teaching experiment reasoned about two quantitative situations, one involving gear ratios and the other involving speed. These students created emergent ratios as quantities, which meant that they used two quantities that were directly measured, such as distance and time, to create a third, intensive quantity, such as speed (Schwartz, 1988). For example, if a character walking at a constant speed went 15 cm in 12 s, students reasoned that for every 5 cm he walked, 4 s would elapse, and ultimately that 1 cm corresponded to 4/5 s. Students used these emergent ratios to make explicit statements about slopes of lines in cycles of generalizing and justifying activity. Ellis’s research indicates that creating equivalent ratios with fractional quantities is required for constructing ideas of slope. CONCEPTUAL FRAMEWORK Based on these ideas from the literature, we used a quantitative approach in our study. In this section, we present this approach and other key Author's personal copy 978 MI YEON LEE AND AMY J. HACKENBERG constructs in our framework for the study: operations and schemes, as well as multipliers on unknowns and reciprocal reasoning. A Quantitative Approach A quantitative approach places emphasis on operating with quantities and their relationships (Thompson, 1994, 1995). Thompson (1994) defined a quantity as a people’s conception of the measurable attribute of an object or phenomena, along with a unit, and a process for assigning a numerical value to the attribute. For example, weight is a measurable attribute of people’s concepts of a bag of rice; together with a unit such as a kilogram and a scale, one can develop a process for assigning a numerical value to the weight of a bag of rice. In our study, we aimed to approach fractions as lengths, where a fractional length was always considered in relation to a length that was identified as the unit. Lengths could also represent other quantities such as weight or amount of money. In our study, we also considered unknowns as quantities that have yet to be measured. Quantitative reasoning can promote developing images of quantities and relationships between them. Broadly, an image is produced by a regeneration of a prior sensory experience such as sound, motor, or visual image—i.e. an image is a result of a re-presentation (von Glasersfeld, 1995). von Glasersfeld defined re-presentation as “a mental act that brings a prior experience to an individual’s consciousness” (p. 95). Thus, to reconstruct experience, it is important to recollect the figurative materials that comprised the experience. Furthermore, to use the reconstructed experience productively in another situation, it is necessary to abstract features of those materials across situations. In keeping with these ideas, Thompson & Saldanha (2003) maintained that quantitative reasoning entails “the development of operative imagery—the ability to envision the result of acting prior to acting” (p. 29). In our study the words “drawing” and “picture” refer to pictorial representations of quantities, and we were interested in understanding the operative imagery of our participants. Operations and Schemes for Fractional Knowledge Along with a quantitative approach, in this study we viewed fractional knowledge as consisting of operations and schemes. An operation is a mental action. Schemes are composed of operations, and they are a way of describing people’s goal-directed behavior. A scheme has three parts: an assimilated situation, an activity that involves implementation of operations, and a result, which a person assimilates to his or her expectations (von Glasersfeld, 1995). Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 979 From our perspective, to imagine dividing a length into equal parts requires engaging in some operations. Critical operations for fractional knowledge include partitioning, iterating, and disembedding. Partitioning involves dividing a whole into some number of equal parts (Lamon, 1996; Steffe, 1991), while iterating refers to repeating a unit or a part of a unit in order to make a larger amount (Steffe, 1991). For example, iterating 1/3 of a sandwich three times will produce a partitioned sandwich equal to the initial sandwich. Disembedding involves taking a part out of a whole unit without mentally destroying the whole (Steffe & Olive, 2010). That is, the part and the whole are distinguished as separate, yet related. For example, if a student with a disembedding operation ate 1/3 of the above sandwich, the student would still think of the remaining two parts as thirds because the student would keep the whole, 3/3, mentally intact despite the fact it was no longer all physically present. The Splitting Operation. Steffe (2002) has also found that the splitting operation is critical for the construction of fractional knowledge. The splitting operation is more advanced than just partitioning or iterating alone; it is a composition, or unification, of partitioning and iterating (Hackenberg, 2010; Norton, 2008; Steffe & Olive, 2010). For example, consider this problem, which is a basic task to assess whether a student has constructed a splitting operation: “The given bar (a rectangle) is five times the length of another bar; draw the other bar.” To solve this problem, students need to envision the other candy bar as independent from the given bar but related to it. The other candy bar can be iterated five times to make the given candy bar, and simultaneously the other candy bar is made out of partitioning the given bar into five equal parts. Solving the problem in this way means students think of partitioning and iterating as unified. The Iterative Fraction Scheme. In particular, splitting is necessary for the construction of an advanced fraction scheme, an iterative fraction scheme (IFS) (Steffe, 2002). A situation of an IFS is a request to create a fraction from a given unit—for example, to make another bar that is eight-fifths of a given bar. The activity of the IFS involves partitioning the given bar into equal parts, disembedding one of the parts, and iterating that part some number of times. For example, to make eight-fifths of a given bar students with an IFS would partition the bar into five equal parts and iterate one part eight times. Students who have constructed an IFS regard the result as eight times one-fifth, as well as one whole (five-fifths) and three more fifths. More generally, students who have constructed an IFS regard any fraction (proper or improper) as a multiple of a unit fraction Author's personal copy 980 MI YEON LEE AND AMY J. HACKENBERG (Steffe & Olive, 2010), and they also maintain the relationship between an improper fraction and the whole. Students who have constructed an IFS can learn to reverse their scheme. For example, these students can start with a fractional amount, such as 7/5 of a candy bar (an unmarked rectangle), and make the whole bar. To do so they typically partition the 7/5-bar into seven equal parts and then iterate one of those parts five times. These students can operate in this way because they think of 7/5 as seven times what they need to iterate to make the whole (1/5). Students can use their splitting operation to split 7/5 into seven equal parts, creating a unit fractional amount of the whole bar (Hackenberg, 2010). Solving such problems means that a student has constructed a reversible iterative fraction scheme (RIFS). In addition, researchers have found that constructing an IFS requires a particular multiplicative concept, the third multiplicative concept (Hackenberg, 2007; Steffe & Olive, 2010). Students’ multiplicative concepts are based on how they produce and coordinate composite units (Steffe, 1992). Students who have constructed the third multiplicative concept (MC3 students) can coordinate three levels of units prior to operating and flexibly switch between different three levels of units structures (Hackenberg, 2010). For example, prior to acting in a situation, MC3 students can view a number like 15 as a unit of three units each containing five units, a three-levels-ofunits structure, and they can switch to viewing 15 as a unit of five units each containing three units. This kind of coordination is important for conceiving of improper fractions as described above because eight-fifths is a composite unit of eight units (1/5 s), in which any one of those 1/5-units indicates a composite unit of five units (5/5, the whole to which 8/5 refers and from which it is also independent). Whole Numbers and Fractions as Multipliers on Unknowns Hackenberg (2010) has suggested that coordinating three levels of units prior to operating is necessary but not sufficient for conceiving of fractions as multiplicative operators, or multipliers, on known quantities. In this study, we considered how both whole numbers and fractions may be used as multipliers on unknowns in equation writing. For example, consider this problem: Cord Problem. Stephan has a cord that is some number of feet long and his cord is five times the length of Rebecca’s cord. Draw a picture of the situation. Then write an equation for the situation. Can you write another, different equation for the situation? By using the multiplicative relationship between the two unknowns, students can write equations such as S = 5R or R = (1/5)S, in which S Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 981 represents the length of Stephan’s cord and R refers to the length of Rebecca’s cord. In this example, students who represent “five times the length of Rebecca’s cord” as “5R” may have developed a concept of a whole number as a multiplier on an unknown. Similarly, students who represent “one-fifth the length of Stephan’s cord” as “(1/5)S” may have developed a concept of a fraction as a multiplier on an unknown. Researchers have analyzed fractions as multipliers in terms of scaling (Behr, Harel, Post & Lesh, 1993; Kieren, 1995).1 For example, to conceive of 3 as a multiplicative operator on 5 ft, each foot could be exchanged for 3 times that amount, to produce 15 ft. So each foot could be “scaled” by three. However, this scaling could be applied to any partition of the 5 ft, such as each 1/2-ft, or each 1/3-ft, etc. So, although the result of the scaling is a quantity of 15 ft, the nature of the transformation between quantities is complex. The Cord Problem can certainly be interpreted in terms of scale factors: The length of Rebecca’s cord can be scaled up by a factor of 5 to produce the length of Stephan’s cord. Yet, this concept does not seem necessary to start work on the problem because one can interpret the relationship between the quantities in terms of repeated lengths (i.e. five repeated lengths, each of which represent Rebecca’s cord length, will make Stephan’s cord length). However, this idea of repeating lengths is not sufficient for conceiving of what to multiply Stephan’s length by to make Rebecca’s length. Hackenberg (2010) has proposed that abstracting a fraction like 1/5 as a concept is necessary to conceive of 1/5 as a multiplier on a known. In this interpretation, a student’s concept of 1/5 contains all the ways of making it (e.g. partition a whole into five equal parts and disembed one part) and unmaking it (e.g. iterate 1/5 five times to produce the whole). If, for the student, one-fifth of a whole amount includes the idea of taking that part five times to produce the whole, then the whole multiplied by one-fifth must produce one-fifth of the whole. Conceiving of fractions as multipliers on knowns and unknowns is important for reciprocal reasoning (Hackenberg, 2010), which is in turn is important for writing and solving linear equations (Driscoll, 1999). Reciprocal reasoning involves flexibly switching between taking either of two quantities as the referent for “measuring” the other (Hackenberg, 2010). For example, students who can reason reciprocally know that if the quantity A is two-fifths times quantity B, then the quantity B is fivehalves of quantity A. In this study, we aimed to further develop this interpretation by investigating Willa’s use of both whole numbers and fractions as multipliers on unknowns and by exploring her reciprocal reasoning in the domain of solving linear equations. Author's personal copy 982 MI YEON LEE AND AMY J. HACKENBERG METHODS To investigate students’ fractional knowledge and algebraic reasoning in the domain of writing and solving equations, we conducted a taskbased clinical interview study. Clinical interviews are a way to collect and analyze data to reveal students’ hidden thinking process (Clement, 2000). Clinical interviews can draw out students’ naturalistic thinking and provide evidence for building models of students’ understanding. Within the larger study, the first author conducted a case study of two students, one of whom was Willa. A case study is an analysis of people or events that are studied holistically (Thomas, 2011). Outlier cases that are extreme or atypical tend to be selected as subjects more often than representative cases because outliers can produce novel insights (Thomas, 2011; Yin, 2009). Case study methods usually involve an in-depth, longitudinal exploration of a single individual, a collective (e.g. classroom) or an event. Participants and Procedures in the Larger Study Students were invited to participate in the larger study after the researchers observed six middle school mathematics classrooms and conducted 20-min unrecorded selection interviews with 24 students. In these interviews, the researchers used tasks to assess students’ whole number multiplicative concepts. Seventeen students from the seventh and eighth grades at a middle school and one tenth grade student from a high school2 were selected for the large study. They represented a range of three distinct multiplicative concepts (Hackenberg & Tillema, 2009; Steffe, 1992) and six students were selected with each of these concepts. Each student participated in two 45-min, semi-structured, video-recorded interviews, a fractions interview and an algebra interview. All students completed the fractions interview prior to the algebra interview. To triangulate conclusions about students’ fractional knowledge, students also completed a written fractions assessment (Norton & Wilkins, 2009) that we present analysis of elsewhere (Hackenberg & Lee, under review). At each interview, one researcher was an interviewer and the other was a witness-researcher who observed and occasionally suggested a question that the first author, in the midst of interaction, may not have considered (cf. Steffe & Thompson, 2000). The interviewers aimed to elicit students’ ideas and to capitalize on them in order to encourage the students to demonstrate their most advanced ways of thinking. The interviewers followed a protocol, which involved regularly asking students to draw Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 983 pictures of quantitative situations, to solve problems and write equations, and to describe their solutions and equations based on their pictures. However, the interviewers were also free to depart from the protocol to investigate interesting or unusual student responses. Two digital video cameras were used to video-record each interview: One camera recorded interaction between the interviewer and student, and the other recorded the student’s written work. These videos were electronically mixed into one file for analysis. The interview protocols had been refined in a prior pilot study (Hackenberg, 2009). The protocols were related in that reasoning with fractions in the fractions interview could be drawn upon for solving problems in the algebra interview (Appendixes 1 and 2). In the fractions interview, unknowns could remain implicit in a student’s thinking. In the algebra interview, students were asked to explicitly reason with unknowns and to use algebraic notation to represent situations. For example, in the fractions interview students were asked to draw a picture of the situation and figure out the amount of money involved when Tanya had $84, which was 4/7 of David’s money. In the algebra interview, students were asked to draw a picture of and write equations for a similar situation in which both quantities were unknown. A Case Study of Willa Willa3 was a student who had constructed the third multiplicative concept (MC3). She was taking an advanced seventh grade mathematics class. When we observed her class, we saw that she used a standard algebra textbook and that classroom activities focused on manipulations of standard algebraic notation. The first author interviewed Willa, and the second author was a witness-researcher. During the interviews, Willa showed some characteristics that were different from the other MC3 students in the larger study. Like other MC3 students, she had constructed powerful fraction schemes and operations. Yet, unlike these other students, she sometimes appeared to operate in ways that were less powerful than her potential. Thus, we chose to investigate Willa’s fractional and algebraic knowledge in a case study in order to illuminate possible reasons for the differences that she demonstrated in relation to her peers. Although the case study is based on just 2-hour-long interviews, these interviews revealed detailed snapshots of her thinking. Based on these interviews, we do not claim to know everything about Willa’s fractional knowledge and algebraic reasoning—we claim to have Author's personal copy 984 MI YEON LEE AND AMY J. HACKENBERG learned a small but important subset of her ideas. In particular, we sought to assess whether Willa had constructed an IFS and RIFS, to understand how Willa wrote and solved basic linear expressions and equations, and to generate a hypothesis about the relationship between the two. Data Analysis Analysis occurred in two phases. In the first phase the authors built a model of Willa’s fraction operations, schemes, and equation writing and solving. To do this, the researchers repeatedly viewed Willa’s video files and created detailed analytical notes, which included making transcriptions, writing summaries of Willa’s work on each problem, and recording interpretations of and conjectures about Willa’s reasoning via memos (Corbin & Strauss, 2008, p. 117). In order to write the memos, the researchers developed probing questions about Willa’s data and made theoretical comparisons to models from prior research (e.g. Hackenberg, 2007, 2010; Steffe, 2002). After the researchers had developed the detailed analytical notes, the first author wrote a narrative summary of the model of Willa’s fractional knowledge and algebraic reasoning. The second author read the summary and the authors discussed it, viewing segments of video to reconcile any differences in interpretations and refine conjectures. In the second phase of analysis, the researchers identified Willa’s RIFS and the use of whole numbers and fractions as multipliers on unknowns, as well as reciprocal reasoning with unknowns, to articulate a relationship between Willa’s fractional knowledge and algebraic knowledge. The first author generated a written synthesis of Willa’s fractional knowledge and algebraic reasoning, which was developed from the narrative summary. Then, the first author discussed this synthesis with the second author to determine its trustworthiness. Based on this synthesis, the researchers developed a written account of the relationship between Willa’s fractional knowledge and algebraic knowledge in the domain of writing and solving equations. ANALYSIS AND FINDINGS In this section, we first describe Willa’s fractional knowledge. In analyzing Willa’s fractional knowledge, we focused whether she had constructed a splitting operation, an IFS, and an RIFS. Then, we describe her algebraic reasoning, focusing on the extent to which she had constructed whole Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 985 numbers and fractions as multipliers on unknowns and whether she engaged in reciprocal reasoning. Willa’s Fractional Knowledge Splitting Operation. At the time of the study, Willa had constructed a splitting operation. The evidence for this conclusion is her solution to the following task: String Problem. My string is 7 times longer than yours. Can you draw your string? To solve this problem, Willa partitioned the given string (a length) into seven fairly equal parts and drew out one of those parts below the given string. She stated that her piece was one-seventh because her piece was one of seven equal parts. Willa used her splitting operation to split composite units, as shown by her response to the second interview problem: Sara-Roberto Stack Problem. Sara has a stack of CDs that is 65 cm tall. That’s 5 times the height of Roberto’s stack. Draw a picture of this situation. How tall is Roberto’s stack? To solve this problem, Willa first divided 65 by 5 to get 13. Then she drew a long rectangle and partitioned it into five equal parts to represent Sara’s stack. She drew another rectangle that was the same size as one of the five parts to represent Roberto’s stack. When asked how she got the picture, she said, “Well I don’t know really how I draw it.” Since Willa had drawn an accurate picture, we infer that she had some images for the quantitative situation. However, she might not have been aware of her imagery: Stating that she did not know how to draw the picture may indicate that she was not aware of how the drawing and numerical results were related, or that she was not accustomed to articulating her imagery. Iterative Fraction Scheme. We can also attribute an IFS to Willa. When asked to draw a separate candy bar that was 9/7 of a given bar (a rectangle), Willa first partitioned the given bar into seven equal parts. Then she drew a new bar that was longer than the original bar. The first author asked her to show all the parts in the new bar, and she partitioned it into nine equal parts, where the first seven parts aligned with the seven parts in the given bar. The first author colored one piece of her new bar and asked how much that piece was. Willa said, “one-seventh—wait. I think it’s one-ninth. Hold on. I think one-seventh or one-ninth. But I don’t know which one because it was one-seventh.” The first author colored another piece of the original bar and asked if those two colored pieces Author's personal copy 986 MI YEON LEE AND AMY J. HACKENBERG were the same. Willa replied, “This [a piece from the new bar] is oneseventh on the top [original] bar and this one is one-ninth on the bottom [new] bar.” When asked if it was possible for same piece to have different names, she said, “Yes, the piece can be both one-seventh and one-ninth.” This data excerpt shows that Willa had likely constructed an IFS but was not immediately aware of the relationships between the various parts and wholes. She may have become more aware through our interaction. However, since this interview did not assess learning, we cannot make that claim with certainty. Reversible Iterative Fraction Scheme. In addition, we can conclude that Willa could reverse her IFS. Willa was shown a candy bar (rectangle) and told that this bar was 3/5 of another bar. To draw the other bar, Willa split the given bar into three parts. Then, she drew a new bar the same length as the original bar and added two more of these parts to make five equal parts. The interviewer followed up by asking her to draw another candy bar in the case that the given candy bar was 4/3 of another one. Willa partitioned the given bar into four equal parts and then drew another bar consisting of three of those parts. Her solutions to these problems indicated that Willa had constructed an RIFS. However, Willa did not immediately use her RIFS with composite units. The interviewer posed the following problem to her: Tanya-David Money Problem. Tanya has $84, which is 4/7 of David’s money. Can you draw a picture of this situation? How much money does David have? To solve this problem, Willa first drew a large rectangle and partitioned it into seven equal parts to represent David’s money. Then she drew another rectangle consisting of four of these parts to represent Tanya’s money (Fig. 1). The first author asked her who had more money, and Willa said that David had three-sevenths more than Tanya had. When the first author asked her how much money David had, Willa divided 84 by 7 to get 12. She initially said that each piece was $12 in the bar representing Tanya’s money. However, she quickly said that was wrong and then wrote $12 in each part on David’s bar. Here, she appeared to calculate seven $12 s to determine David’s money, but she knew that David did not have $84. When the first author asked if one of Tanya’s pieces represented $12, Willa divided $84 by 4. She said, “Hold on, there is $21 [in each of Tanya’s pieces]. So that equals $84 and then he has three more pieces. David has to have more money because she has just four-sevenths of his money.” After a short pause, Willa computed $21 times 3, added $63 to the $84, and arrived at an answer of $147. Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 987 Figure 1. Willa’s work on the Tanya-David Money Problem In her solution to the Tanya-David Money Problem, Willa immediately drew a picture of seven-sevenths to represent David’s money, and then she identified four of those sevenths to represent Tanya’s money. Doing so meant she did not use her RIFS. That is, she did not split four-sevenths into four equal parts and iterate one of these parts seven times to make seven-sevenths. Instead, Willa began with seven-sevenths and identified four of those parts as Tanya’s money. Approaching the problem in this way means her splitting operation and RIFS were not activated, even though we assess that Willa had constructed this operation and scheme. As a result, Willa had some difficulty determining David’s money. To figure out how much David had, Willa, immediately divided $84 by 7. This work is sensible since she began with seven-sevenths, and it is further indication that she did not split four-sevenths. However, Willa appeared to experience doubt about this solution. That doubt, in conjunction with the interviewer’s questions, resulted in her dividing $84 by 4 and viewing each of the four equal parts of Tanya’s money as $21. Although it is likely Willa used her splitting operation at this point, she did not iterate the result of splitting, $21, seven times to create David’s money. This situation may be partly explained by Willa’s imagery. Willa demonstrated that she had constructed a splitting operation and RIFS and so likely had, or was developing, operative images of splitting and of her RIFS. However, when composite units were included in a problem, her splitting operation and RIFS were not activated. One reason is that she may not have had an operative image—an ability to envision the result of acting on a quantity prior to acting (Thompson & Saldanha, 2003)—when she had to keep track of several unit structures. To solve the Tanya-David Money Problem with an RIFS, students need to conceive of the $84 as a Author's personal copy 988 MI YEON LEE AND AMY J. HACKENBERG unit of four units each containing some number of units (a three-levels-ofunits structure), and also see these four units as embedded in a unit of seven units each containing some number of units (another three-levelsof-units structure). This kind of structure is complex to make, let alone envision or anticipate (Hackenberg, 2010). So, when faced with that complexity in the Tanya-David Money Problem, Willa may not have known right away how to use or adapt her operative images. This aspect of her ways of operating might also be used to explain why Willa was not able to articulate how she arrived at the picture in the Sara-Roberto Stack Problem, although she easily drew a picture to represent Sara’s stack height and Roberto’s stack height. Willa’s Algebraic Knowledge Whole Numbers and Fractions as Multipliers on Unknowns. All problems in the algebra interview included opportunities to use whole numbers and fractions as multipliers of unknowns. For example: Multiple Identical Candy Bars Problem. Here are 5 identical candy bars (rectangles) and each candy bar weighs some number of ounces. If h represents the weight of one bar, how much does 1/7 of all the candy weigh? When Willa worked on this problem, she immediately wrote 5h 7 . When asked to draw the situation, she was quiet for 15 s and said that she did not know how to draw it. So the first author asked her to draw a modified version of the problem involving smaller quantities: “There are three candy bars. How much does 1/5 of all the candy bars weigh?” Willa said that she could write an equation but did not know how to draw it. The second author rephrased the question, asking her to show how to share the three candy bars Figure 2. Willa’s work on the Multiple Identical Candy Bars Problem Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 989 fairly among five people. Willa partitioned each of the three bars into five equal parts, and she colored three parts out of the 15 parts (see Fig. 2). When asked to write an expression for the weight, Willa wrote 3h 5 . The second author asked again her to explain how she got the expression. Willa answered that every person would get three-fifths of a candy bar and so it would be 35 h . The 3 first author asked whether the two expressions (3h 5 and 5 h ) were the same or not. Willa said they were not because she thought the first one represented 3 times h divided by 5 and the other indicated 3 divided by 5 times h. Then, the second author asked Willa whether the two expressions involved the same picture or different pictures, and Willa answered that they were different. The second author asked her which expression was shown in her picture. Willa indicated the 35 h. Then, the second author asked her to draw the other expression, 3h 5 . She said, “Wait, that’s [the picture she drew] this one 3h [ 5 ] because three candy bars are divided by five people. This [35 h] is three divided by five h. Umm … 3 I don’t know. Maybe these are same. I don’t know how to draw this one 5 h . I think this is the same. I am confused. They might be the same. They are not the same equation, but I think they are the same.” So, in working on this problem, Willa determined another expression, , that was different from her initial expression, 3h 5 , and she was not sure whether the two expressions were quantitatively identical. By articulating that the two expressions came from different pictures and thinking processes, Willa may have been indicating some initial understanding that the two expressions demonstrated different parts of a process of finding 1/5 of the weight of three identical bars (the first one is the sum of the three bars’ weights divided by 5, while the second could be seen as the result of taking one-fifth of each of the three bar’s weights to yield three one-fifths of one bar’s weight). However, Willa was not certain whether operating multiplicatively on an unknown with whole numbers (e.g. multiplied by 3 and divided by 5) was equivalent to an unknown multiplied by a fraction (3/5). That is, she seemed to understand that the two expressions came from different thinking process, but she seemed uncertain about whether the two expressions represented the same quantity. Her response implies that she had not fully developed her images of how algebraic expressions were related to the transformations of quantities in the problem. In addition, based on this data, we can say that it appeared more natural to Willa to operate multiplicatively with whole numbers on unknowns, rather than with fractions. In this problem, Willa’s main meaning for 3/5 appeared to be a quotient meaning, 3 ÷ 5, which is a perfectly fine—and advanced—meaning. When she drew her picture (Fig. 2), she seemed to view the shaded part as 3/5 of h, but that may have been primarily a part- Author's personal copy 990 MI YEON LEE AND AMY J. HACKENBERG whole meaning for her, even though she was capable of more complex meanings (three-fifths as three times one-fifth). In sum, Willa seemed to be creating the idea of using 3/5 as a multiplier on an unknown in the process of solving this problem, since she began the problem by operating multiplicatively on the unknown solely with whole numbers and because she was not certain about the equivalence of her expressions. Thus, this data provides initial evidence that fractions were not necessarily multipliers of unknowns for Willa. Reciprocal Reasoning. Further light is shed on Willa’s construction of fractions as multipliers on unknowns by her work on the Sam-Theo CD Problem. Sam-Theo CD Problem. Theo has a stack of CDs some number of cm tall. Sam’s stack is two-fifths of that height. Can you draw a picture of this situation? Can you write an equation for how tall the height of Sam’s Stack is? Willa drew a picture of a rectangle partitioned into five equal parts and then another rectangle that spanned the first two of those parts (Fig. 3). Then, she wrote an equation related to their relationship: 25 t = s, where t represented the height of Theo’s stack height and s represented Sam’s stack height. To investigate her reciprocal reasoning, the first author asked her to write another equation. She first wrote 2 5t = s. The first author made the question more specific by asking Willa to write an equation for the height of Sam’s stack in terms of the height of Theo’s stack. After sitting in silence for 15 s, Willa wrote 5s2 = t. When asked to explain the equation with her picture, Willa responded that she got 10 pieces by taking Sam’s two-part stack height five times, and then she divided by two in order to find Theo’s five-part stack height. Figure 3. Willa’s work on the Sam-Theo CD Problem Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 991 However, when asked to use her picture to find Theo’s stack height in the case that Sam’s stack height was 10 cm, Willa pointed to each part of Theo’s stack in the picture, quietly saying “5, 10, 15, 20, 25.” Then, she said that the Theo’s height was 25 cm. So, in the process of finding the larger unknown quantity when the smaller quantity was known, Willa took one-half of Sam’s stack five times. This process was different from her formulation of the equation of 5s2 = t, in which she first iterated Sam’s stack five times and then divided by two. Then, Willa used this pair of numbers (10 and 25 cm) to check her equation by writing 5ð210Þ = t. She made a computational error, getting 20/ 2 = t and thus, 10 = t. At first she did not realize her error, and so she tried to revise the equation from 5s2 = t to 5t2 = s in order to adjust the equation to her incorrect numerical result. When the first author asked her to review her computation, she realized her mistake and corrected the result to t = 25. Then the second author asked her which equation of 5s2 = t and 5t2 = s was right. Willa erased the equation 5t2 = s. This excerpt provides further evidence that Willa did not always use fractions as multipliers on unknowns. In this problem she used 2/5 as a multiplier initially and without hesitation. However, she did not use 5/2 as an operator to write the second equation. Instead, Willa used ideas about multiplication and division of whole numbers as inverses of each other. So, although she developed two correct equations of 25 t = s and 5s2 = t, her work on this problem does not indicate that she viewed fractions like 5/2 as multipliers on unknown. In addition, in the process of checking her equation of 25 t = s with s =10, Willa first multiplied 2/5 on each side to produce the other equation. This kind of error (not multiplying by the reciprocal) may stem from solving an equation based on memorization of a procedure, rather than based on an understanding of reciprocal relationships. Some of the MC3 students in the larger study took Sam’s stack height partitioned into two equal parts, as a unit. Then, they developed the idea that five of those halves of Sam’s stack would produce Theo’s stack height. Alternately, other MC3 students took Sam’s stack as a unit and thought of Theo’s stack height as two of Sam’s stack heights and one-half more. MC3 students who viewed Theo’s stack height as two and a half times Sam’s stack height, under questioning from the interviewer, produced 5/2 as a multiplier on Sam’s stack height. In contrast, we did not see evidence that Willa was reasoning in either of these ways, using five-halves or two and half as a multiplier of an unknown, although she regularly used whole numbers Author's personal copy 992 MI YEON LEE AND AMY J. HACKENBERG and sometimes proper fractions as multipliers. Thus, we conclude that Willa had not yet constructed reciprocal reasoning. DISCUSSION In this study, we described Willa’s quantitative reasoning with fractions and algebraic reasoning in the domain of writing and solving equations. In terms of Willa’s fractional knowledge, we assessed that she had constructed a splitting operation, an IFS, and a RIFS. However, she did not initially use her RIFS with composite units. That is, in the TanyaDavid Money Problem Willa did not split four-sevenths into four equal parts and iterate one of those parts seven times, although she did eventually use splitting to solve the problem. In addition, Willa did not appear to have developed imagery for some of her reasoning with fractions prior to working explicitly with quantitative relationships via drawings. When investigating Willa’s algebraic reasoning, we found that she used whole numbers as multipliers of unknowns, but she did not always use fractions as multipliers of unknowns. There were some indications that she was constructing or had constructed fractions as multipliers, such as when she wrote “35h” in the Multiple Identical Candy Bars Problem after discussion with the researchers and when she used 2/5 as a multiplier on an unknown in the Sam-Theo CD Problem. However, the evidence was not consistent across all of her work: In that same problem, Willa did not appear to conceive of 5/2 as a multiplier on an unknown. Instead, in order to generate a second equation for that problem she operated multiplicatively on unknowns solely with whole numbers, as she had initially done in the Multiple Candy Bars Problem. Willa’s work on the Sam-Theo CD Problem allowed us to propose that Willa had yet to construct reciprocal reasoning. We note that this lack of reciprocal reasoning was somewhat unusual in that the other MC3 students demonstrated reciprocal reasoning, although it was often elicited through supporting questions in the course of the algebra interview (Hackenberg & Lee, under review). To explain Willa’s lack of reciprocal reasoning, we appeal to a connection between Willa’s fractional knowledge and her algebraic knowledge with regard to the use of her RIFS. This connection surfaced between her solution of the Tanya-David Money Problem in the fractions interview and her work on the Sam-Theo CD Problem during the algebra interview. In the Tanya-David Money Problem, splitting four-sevenths Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 993 into four parts (fourths) and iterating one of those parts (one-fourth of the known quantity) seven times are the operations necessary to make seven-fourths of the known quantity. That is, in using an RIFS in this problem a student produces, at least implicitly, the result as sevenfourths of the known, ¼ of $84 taken 7 times is $147, so $147 is sevenfourths of $84. Students may not be aware of this structuring of the result—they may not see that they have produced seven-fourths of the known (Hackenberg, 2010). But the reciprocal fractional relationship between the two quantities is implicit in this way of operating. Since Willa did not use her RIFS in solving this problem, it is unlikely that she would even implicitly consider the result as seven one-fourths of the known quantity. Willa’s solution to the Tanya-David Money Problem is relevant for understanding how she reasoned with a fractional relationship between two unknown quantities in the Sam-Theo CD Problem. In solving that problem, Willa used two-fifths as a multiplier on an unknown and clearly viewed Sam’s stack height as two one-fifths of Theo’s stack height. However, she never used five-halves as an operator on an unknown: She never explicitly viewed Theo’s stack height as five onehalves of Sam’s stack height. We propose that Willa not initially using her RIFS to solve the Tanya-David Money Problem, and then not being aware of the structuring of the result of the problem (seven onefourths of Tanya’s money is David’s money) had an impact on her abilities to be more explicit about reciprocal relationships in the SamTheo CD Problem. That is, since we do not have evidence that Willa experienced implicit reciprocal relationships in how she reasoned with fractions as quantities in the first problem, it is not surprising that she was not ever explicit about them in writing equations to represent relationships in the second problem. Implications This analysis has three implications. First, this study corroborates findings from prior research that students’ fractional knowledge is related to their algebraic knowledge (e.g. Ellis, 2007; Empson et al., 2011; Steffe, 2001). In this study, Willa did not use her RIFS to solve the Tanya-David Money Problem, and so it was quite unlikely that she was aware of the reciprocal structuring of quantities in that problem. We have argued that her not experiencing implicit reciprocal relationships in reasoning with fractions as quantities was linked to her lack of reciprocal reasoning in writing Author's personal copy 994 MI YEON LEE AND AMY J. HACKENBERG equations. In addition, Willa only sometimes used fractions as multipliers, which impacted her expression and equation writing. So, Willa’s fractional knowledge—specifically her RIFS and use of fractions as multipliers—influenced how she wrote equations to represent multiplicative relationships between two unknown quantities. Second, Willa’s case study shows that students’ operations and schemes require curricular tasks and activities to support the use of them. Otherwise, such operations and schemes—even powerful ones—are unlikely to develop and will unlikely to be “material” for generalization in algebraic contexts. Although we assessed that Willa had constructed an advanced fraction scheme, the RIFS, this scheme was not necessarily activated for her by problems in which she might use it. We surmise that her RIFS was probably not regularly activated outside of our study, and so she may not have had many opportunities to use this scheme to develop her fractional knowledge, let alone to draw upon it when faced with algebraic problems where it could be useful. Thus, we suggest that students like Willa can benefit from experiencing instruction that regularly supports the use of their fraction schemes. Teachers of students like Willa can help these students by posing rich quantitative problems that help students use the fraction schemes they have constructed, as well as to construct new schemes. This implication directly supports the view of Empson et al. (2011) that development of powerful fractional knowledge that involves implicit mathematical relationships can lead to more explicit use of these relationships in algebraic situations. Third, the interviews in this study demonstrate one way to elicit students’ fractional knowledge so that it can be a basis for building algebraic knowledge in writing algebraic expressions and equations. In our interviews, we proposed that students consider fractions and unknowns as quantities, and we provided tasks in which students were asked to draw pictures in order to help them represent their constructed schemes and operations. In addition, we encouraged our students to reflect on the quantitative meaning of their reasoning and algebraic notation by using probing questions. Regularly encouraging the use of imagery and supporting questions in order to help students think quantitatively in working on fractions problems such as Tanya-David Money Problem has the potential to allow students to create abstractions and generalizations of quantitative structure when students solve algebraic problems such as Sam-Theo CD Problem. This is because, as Thompson (1995) mentioned, students who have operative images when dealing with quantities have a higher probability of using their constructed operations and schemes in advanced problem situations. Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 995 APPENDIX 1: FRACTION INTERVIEW PROTOCOL F1. The drawing (a line segment) below shows my piece of string. Think of your piece of string so that mine is five times longer than yours. Can you draw what you’re thinking of? Can you show for sure that mine is 5 times longer than yours? F2. Sara has a stack of CDs that is 65 cm tall. That’s 5 times the height of Roberto’s stack. Draw a picture of this situation. How tall is Roberto’s stack of CDs? How did you solve this problem? F3. The drawing (a rectangle) is a picture of a candy bar. Draw a separate candy bar that is 9/7 of that bar. If the student completes this problem, ask her or him to shade one piece and tell how much it is of the original bar. (After the interviewer shading one piece from the student’s picture) “How much is that piece? How much of the top bar is it? How much of the bottom bar is it? Is it possible for the same piece to have different names? F4. This candy bar (a rectangle) is 3/5 the size of another candy bar. Make a separate drawing of the other candy bar. How did you make your drawing? What is the fraction name of another bar? Which bar represents the unit? a. If difficult, try: This candy bar (a rectangle) is 1/5 of another candy bar. Make a separate drawing of the other candy bar. b. If easy, try: This candy bar (a rectangle) is 4/3 of another candy bar. Make a separate drawing of the other candy bar. F5. Tanya has $84, which is 4/7 the size of David’s amount of money. Draw a picture of this situation. How much does David have? a. If difficult, try: Tanya has $15, which is 1/5 the size of David’s amount of money. Draw a picture of this situation. How much does David have? b. If very easy, try: Cassie earned $48 babysitting. That’s 4/3 the amount of money Serena earned. Draw a picture of this situation. How much money did Serena earn? APPENDIX 2: ALGEBRA INTERVIEW PROTOCOL A1. Do you have a cord with earplugs for listening to music? How long do you think it is? It’s not a value that we know exactly, right? But we could measure it to find the exact value. Okay, so Stephen has a Author's personal copy 996 MI YEON LEE AND AMY J. HACKENBERG cord for his iPod that is some number of feet long. His cord is five times the length of Rebecca’s cord. a. Could you draw a picture of this situation? Describe to me what your picture represents. b. Can you write an equation for this situation? Elicit what the letters represent to them. Can you tell me in words what your equation means? c. As necessary. Can you check your equation with your picture? d. As necessary. Check your equation using this question: Who has a longer cord, Stephen or Rebecca? e. Can you write more than one equation? As necessary (if they have only written something like t = 5*q, where t represents Stephen’s cord length and q represents Rebecca’s cord length): Can you write an equation to express Rebecca’s cord length in terms of Stephen’s? f. As necessary (if they have written something like t = q÷5): Can you write this equation using multiplication? g. Let’s say Stephen’s cord is 15 ft long. Explain how to find the length of Rebecca’s cord. A2. There are 5 identical candy bars (show picture) and each candy bar weighs some number of ounces. Let’s say that h = the weight of one bar. How much does 1/7 of all the candy weigh? a. If this question is hard, start with 2 or 3 bars and ask about 1/3 or 1/5. b. If still hard, use sharing language to find out about whether the student can make fair shares. c. Could you draw a picture of 1/7 of all the candy? d. Can you write down an expression for the weight of 1/7 of all the candy? e. If part (d) is hard, then drop back to notating quantitative situation of sharing 5 bars fairly among 7 people. f. If okay, move onto how much 3/7 of all the candy weighs. What would a picture of that look like? Can you write down an expression for the weight? g. To test out improper fractions, could try asking for 9/7 of all the candy. A3. Theo has a stack of CDs some number of cm tall. Sam’s stack is two-fifths of that height. a. Draw a picture to represent this situation. Author's personal copy WILLA’S FRACTIONAL AND ALGEBRAIC KNOWLEDGE 997 b. Can you write an expression for how tall the height of Sam’s stack is? Elicit what the letter(s) represent(s) to them. Can you tell me in words what your expression(s) mean(s)? c. Can you write an equation based on your expression in (b)? Can you tell me in words what your equation means? d. Can you write another equation for the situation? Can you tell me in words what your equation means? e. (If students write the second equation using inverse of 2/5), Can we switch the numbers like that? What relationship do you see in these two equations? f. Ask them to test their equations with particular numbers, such as 10 cm as the height of Theo’s stack. g. If this is hard, start with: Sam’s stack is 1/5 of that height. h. If this is easy, start with: Michael’s stack of CDs is 7/5 of the height of Theo’s. A4. Christina earned some money babysitting. That’s 4/3 of what Serena earned. a. Draw a picture to represent this situation. b. Can you write an equation that relates the amount of money Christina earned to the amount of money Serena earned? Can you tell me in words what your equation means? c. Can you write another equation? Can you tell me in words what your equation mean(s)? d. Ask them to test their equations with particular numbers, such as $36 for Christina’s money. NOTES 1 This meaning of fractions has often been referred to as its operator meaning (Behr et al., 1993), but we use the term multiplier to distinguish between operating multiplicatively versus additively with fractions. 2 The original intent of the study was to include both middle and high school students. Due to scheduling difficulties, high school students were unavailable to participate. Thus more middle school students were interviewed to fulfill the targeted number of participants in the study, 18. 3 Willa is a pseudonym. 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Author's personal copy 1000 MI YEON LEE AND AMY J. HACKENBERG Mi Yeon Lee Mathematics Education Arizona State University Farmer Education Building, 1050 S Forest Mall, Tempe, AZ, 85282, USA E-mail: [email protected] Amy J. Hackenberg Indiana University Bloomington, IN, USA E-mail: [email protected]
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