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<article xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" article-type="research-article"><front><journal-meta><journal-id journal-id-type="issn">2541-2590</journal-id><journal-title-group><journal-title>JRAMathEdu (Journal of Research and Advances in Mathematics Education)</journal-title><abbrev-journal-title>J.Res.Adv.Math.Educ</abbrev-journal-title></journal-title-group><issn pub-type="epub">2541-2590</issn><issn pub-type="ppub">2503-3697</issn><publisher><publisher-name>Lembaga Pengembangan Publikasi Ilmiah dan Buku Ajar, Universitas Muhammadiyah Surakarta</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.23917/jramathedu.v5i3.10962</article-id><article-categories/><title-group><article-title>Distributivity, partitioning, and the multiplication algorithm</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Hurst</surname><given-names>Chris</given-names></name><address><country>Australia</country><email>c.hurst@curtin.edu.au</email></address><xref ref-type="aff" rid="AFF-1"/><xref ref-type="corresp" rid="cor-0"/></contrib><contrib contrib-type="author"><name><surname>Huntley</surname><given-names>Ray</given-names></name><address><country>United Kingdom</country></address><xref ref-type="aff" rid="AFF-2"/></contrib><aff id="AFF-1">School of Education, Curtin University, Australia</aff><aff id="AFF-2">Freelance Researcher, Plymouth, United Kingdom</aff></contrib-group><author-notes><corresp id="cor-0"><bold>Corresponding author: Chris Hurst</bold>, School of Education, Curtin University, Australia .Email:<email>c.hurst@curtin.edu.au</email></corresp></author-notes><pub-date date-type="pub" iso-8601-date="2020-7-16" publication-format="electronic"><day>16</day><month>7</month><year>2020</year></pub-date><pub-date date-type="collection" iso-8601-date="2020-7-16" publication-format="electronic"><day>16</day><month>7</month><year>2020</year></pub-date><volume>5</volume><issue>3</issue><fpage>231</fpage><lpage>246</lpage><permissions><copyright-statement>Copyright (c) 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder>Chris Hurst, Ray Huntley</copyright-holder><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by-nc/4.0</ali:license_ref><license-p>This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.</license-p></license></permissions><self-uri xlink:href="https://journals2.ums.ac.id/index.php/jramathedu/article/view/9314" xlink:title="Distributivity, partitioning, and the multiplication algorithm">Distributivity, partitioning, and the multiplication algorithm</self-uri><abstract><p>Multiplicative thinking underpins much of the mathematics learned beyond the middle primary years. As such, it needs to be understood conceptually to highlight the connections between its many aspects. This paper focuses on one such connection; that is how the array, place value partitioning and the distributive property of multiplication are related. It is important that students understand how the property informs the written multiplication algorithm. Another component of successful use of the standard multiplication algorithm is extended number facts and the paper also explores students’ ability to understand and generate them. One purpose of the study was to investigate the extent to which students used the standard multiplication algorithm and if their use of it is supported by an understanding of the underpinning components of the array, partitioning, the distributive property, and extended number facts. That is, we seek to learn if students have a conceptual understanding of the multiplication algorithm and its underpinning mathematics that would enable them to transfer their knowledge to a range of contexts, or if they have procedurally learned mathematics. In this qualitative study, data were generated from the administration of a Multiplicative Thinking Quiz with a sample of 36 primary aged students. Data were analyzed manually and reported using descriptive statistics. The main implications of the study are that the connections among the multiplicative array, place value partitioning, base ten property of place value, distributive property of multiplication, and extended number facts need to be made explicit for children in terms of how they inform the use of the written algorithm for multiplication.</p></abstract><kwd-group><kwd>Multiplicative</kwd><kwd>conceptual</kwd><kwd>procedural</kwd><kwd>algorithm</kwd><kwd>distributivity</kwd></kwd-group><custom-meta-group><custom-meta><meta-name>File created by JATS Editor</meta-name><meta-value><ext-link ext-link-type="uri" xlink:href="https://jatseditor.com" xlink:title="JATS Editor">JATS Editor</ext-link></meta-value></custom-meta><custom-meta><meta-name>issue-created-year</meta-name><meta-value>2020</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec><title>Introduction</title><sec><title>Multiplicative thinking</title><p>As one of the ‘big ideas’ of mathematics <xref ref-type="bibr" rid="BIBR-14">(Hurst &amp; Hurrell, 2014)</xref>; <xref ref-type="bibr" rid="BIBR-28">(Siemon et al., 2012)</xref>, multiplicative thinking is characterized by a complex set of connected ideas <xref ref-type="bibr" rid="BIBR-13">(Hurst &amp; Hurrell, 2016)</xref> which facilitate the learning of much of the mathematics taught from the middle primary years onwards. The Australian Curriculum, Assessment and Reporting <xref ref-type="bibr" rid="BIBR-3">(Curriculum &amp; Assessment, 2020)</xref> alludes to the importance of connected mathematical thinking in describing proficiency in understanding as involving adaptable and transferable mathematical concepts upon which students can build a conceptual level of understanding. Thinking multiplicatively is highly dependent on understanding the connections between ideas and how they underpin mathematical procedures.</p><p>Researchers <xref ref-type="bibr" rid="BIBR-5">(Clark &amp; Kamii, 1996)</xref><xref ref-type="bibr" rid="BIBR-27">(, 2006)</xref> have noted that students who do not think multiplicatively have considerable difficulty comprehending higher-level concepts such as fractions, proportional reasoning, and algebra <xref ref-type="bibr" rid="BIBR-5">(Clark &amp; Kamii, 1996)</xref><xref ref-type="bibr" rid="BIBR-27">(, 2006)</xref>. This link underlines the vital importance of teachers' understanding of how the various elements of multiplicative thinking are connected, so that they can make such connections explicit for students . The following definition <xref ref-type="bibr" rid="BIBR-9">(Hurst, 2017)</xref> is based on the work of <xref ref-type="bibr" rid="BIBR-27">(, 2006)</xref> and <xref ref-type="bibr" rid="BIBR-28">(Siemon et al., 2012)</xref>. Multiplicative thinking is demonstrated through its ability to:</p><list list-type="bullet"><list-item><p>work flexibly with a wide range of numbers, including very large and small whole numbers, decimals, fractions, ratios, and percentages;</p></list-item><list-item><p>work conceptually with the relative magnitude of whole and decimal numbers in a range of representations, demonstrating an understanding of the notion of ‘times as many’;</p></list-item><list-item><p>demonstrate a conceptual understanding of the multiplicative situation, the relationship between multiplication and division, numbers of equal groups, factors and multiples, and the various properties of multiplication; and</p></list-item><list-item><p>articulate a conceptual understanding of a range of multiplicative ideas in a connected manner using explicit language and terminology (Hurst, 2017).</p></list-item></list></sec><sec><title>Conceptual understanding – connecting ideas</title><p>Skemp's 1976 seminal paper highlighted the importance of relational understanding, in which connections among aspects of mathematical structure are evident and used by children. This can be equated to the conceptual understanding described by <xref ref-type="bibr" rid="BIBR-24">(Rittle-Johnson &amp; Schneider, 2015)</xref> as a linking web of relationships. This link might be concerned with connecting two previously known ideas or relating one newly learned concept to another that was already known <xref ref-type="bibr" rid="BIBR-25">(Rittle-Johnson et al., 2016)</xref>. The links between ideas are considered to be at least as important as the aspects of the structure to which they connect <xref ref-type="bibr" rid="BIBR-24">(Rittle-Johnson &amp; Schneider, 2015)</xref>. <xref ref-type="bibr" rid="BIBR-1">(, 2009)</xref> discussed the importance of children 'sunderstanding mathematical structures by understanding how ideas are connected and explaining these connections. Hence, conceptual understanding involves more than isolated aspects of knowledge. Rather, it is about children seeing how ideas are connected with guidance from teachers, and making such connections explicit.</p><p>If students are to work flexibly with a range of numbers, explicit teaching of the many connections within the broad idea of multiplicative thinking is necessary to develop a conceptual understanding. However, <xref ref-type="bibr" rid="BIBR-23">(Richland et al., 2012)</xref> noted that many schools do not teach their students a conceptual understanding of mathematics, something that could support them in their capacity to transfer and generalize the mathematics they are learning. Specifically, we explore students' understanding of arrays, possible links between partitioning based on place value and the distributive property of multiplication, and the identification and generation of extended multiplication facts. In addition, we considered the students' use of written algorithms and associated methods in light of their understanding of the aforementioned factors.</p></sec><sec><title>Mathematics underpinning the written algorithm</title><p>Primary/junior-school students are expected to use a standard written algorithm to multiply multidigit numbers (ACARA, 2017;NGA Centre, 2010). It seems reasonable to believe that using the algorithm should be preceded by an understanding of why it works through an understanding of the mathematical structure that underpins it. There are several aspects of the mathematical structure that are relevant: the array and place value partitioning, both of which directly inform an understanding of the distributive property of multiplication, and the base ten property of place value, which informs the generation of extended number facts. The distributive property and the use of extended number facts then inform an understanding of the written algorithm.</p><p>Various mathematics researchers and educators <xref ref-type="bibr" rid="BIBR-8">(Haylock, 2014)</xref><xref ref-type="bibr" rid="BIBR-30">(Squire et al., 2004)</xref><xref ref-type="bibr" rid="BIBR-32">(The Origo handbook of mathematics education, 2007)</xref> have described the distributive property as distributing multiplication operations over the addition of a number of parts. Symbolically, this is represented as (a + b) × c = (a × c) + (b × c). Haylock noted that although people may not have realized that the distributive property underpins the multiplication algorithm, they have been unconsciously using the algorithm for many years. <xref ref-type="bibr" rid="BIBR-4">(, 2013)</xref> suggested that students as young as grade 3 have an intuitive understanding of area conservation when using arrays. They are readily able to understand that a 5 x 12 array can be seen as 5 x (3 + 4 + 5). This suggests that they have a conceptual understanding of the distributive property, where multiplication is distributed over addition, which is one of the key ideas for using the formal multiplication algorithm. By following a developmental progression from arrays through the grid method to a formal algorithm, students can better understand the purpose of the algorithm by understanding the component substructures on which it is built. <xref ref-type="bibr" rid="BIBR-19">(Matney &amp; Daugherty, 2013)</xref> also suggested that the array is a useful prerequisite to ideas of commutativity and distributivity, and that manipulation of arrays offers the valuable experience of recognizing efficient ways of grouping numbers and links to the partial products needed for the algorithm. By offering students dot arrays for grouping, they are encouraged to seek efficient and fluent methods for counting dots.</p><p><xref ref-type="bibr" rid="BIBR-19">(Matney &amp; Daugherty, 2013)</xref> also suggested that the array is a useful prerequisite to ideas of commutativity and distributivity, and that manipulation of arrays offers the valuable experience of recognizing efficient ways of grouping numbers and links to the partial products needed for the algorithm. By offering students dot arrays for grouping, they are encouraged to seek efficient and fluent methods for counting dots.</p><p>The array can be used to develop an understanding of the distributive properties that inform the grid method for multidigit multiplication. It should be used with smaller numbers, such as two digits multiplied by one digit (e.g., 14 × 9). Once an understanding of this is developed, the grid method can be used for larger numbers. This process is illustrated in <xref ref-type="fig" rid="figure-1">Figure 1</xref>. A standard algorithm can then be developed and used to understand the distributive properties (<xref ref-type="fig" rid="figure-1">Figure 1</xref>).</p><p>The distributive property of multiplication can be considered the key to understanding the vertical multiplication algorithm, which is taught through various methods by teachers. In describing the importance of this property, <xref ref-type="bibr" rid="BIBR-17">(Kinzer &amp; Stanford, 2013)</xref> discussed partitioning. They noted that it is critical to enable students to understand multiplication through an understanding of distributive properties. <xref ref-type="bibr" rid="BIBR-17">(Kinzer &amp; Stanford, 2013)</xref> also linked the importance of the array to developing an understanding of the distributive property, noting how it helped reduce relatively complex calculations to simpler ones. Their view supports the Common Core State Standards for Mathematics (NGA Centre, 2010), which also emphasize the importance of the link between multiplication and the array and, hence, the distributive property.</p><fig id="figure-1" ignoredToc=""><label>Figure 1</label><caption><p>Progression from array showing the distributive property to grid method</p></caption><p>14 × 9 = (10 × 9) + (4 × 9) 26 × 17 = (20 × 10) + (20 × 7) + (6 × 10) + (6 × 7)</p><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47040" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Various researchers have noted the importance of the underpinning mathematics being discussed here. <xref ref-type="bibr" rid="BIBR-21">(Norton &amp; Irvin, 2007)</xref> stated that concepts such as distributive law underpin algebraic thinking and must, therefore, be emphasized in the primary years. <xref ref-type="bibr" rid="BIBR-33">(Young-Loveridge, 2005)</xref> found that part-whole strategies for multiplicative thinking allow for flexible and efficient methods when solving, for example, 6 × 24. This can be seen as 6 × 20 added to 6 × 4, or perhaps as 6 × 25 minus 6. The known number facts (perhaps 6 × 10 or 6 × 20) can be shaded in an array, and other facts (6 × 4) can be identified from the remains. The answers for the number of facts were then combined to produce a total. Young-<xref ref-type="bibr" rid="BIBR-34">(Young-Loveridge &amp; Mills, 2009)</xref> further emphasized that a quality understanding of multiplication results from knowledge about the distributive property. They stated that multiplication strategies based on partitioning and distributive properties were more advanced than those based on other ideas, such as repeated addition. Given these points, it is interesting to note that, in his discussion of the distributive property, <xref ref-type="bibr" rid="BIBR-8">(Haylock, 2014)</xref> did not use the term ‘partition’ but rather described it in terms of ‘breaking up’ the number. However, other mathematics educators (<xref ref-type="bibr" rid="BIBR-31">(Thompson, 2003)</xref>; <xref ref-type="bibr" rid="BIBR-2">(Askew, 2012)</xref>; <xref ref-type="bibr" rid="BIBR-6">(Cotton, n.d.)</xref>; <xref ref-type="bibr" rid="BIBR-18">(Lemonidis, 2016)</xref>) specifically use the term ‘partitioning’ when describing the computational strategies used by children. Indeed, Cotton discusses children’s efforts to explain how they partition three-digit numbers when multiplying them. This suggests that if children are to be taught such strategies, they should be encouraged to use the appropriate terminology.</p><p><xref ref-type="bibr" rid="BIBR-16">(Kaminski, 2002)</xref> studied how a group of pre-service primary teachers flexibly used the distributive property when solving multiplication exercises. He made the interesting observation that some pre-service teachers were aware of the property, and many others did not know how it was applied to multiplication. Kaminski’s sample consisted of pre-service teachers as opposed to in-service teachers, but his observation begs the question of whether the majority of in-service teachers would be clear about how distributive properties can be applied. Perhaps the same situation might apply to recognizing (or not recognizing) the connection between place-value partitioning and distributive properties (<xref ref-type="fig" rid="figure-2">Figure 2</xref>).</p><p>Ross (2002) described the base ten properties of place value as showing how places increase by a power of ten moving from right to left. This understanding, combined with knowledge of basic multiplication facts, enables students to generate extended number facts, where one or more of the factors are increased by a power of ten. The associated understanding is that if one factor is increased by a power of ten, then the product (or multiple) must also increase accordingly. The ability to generate extended number facts helps students understand the standard multiplication algorithm (see <xref ref-type="fig" rid="figure-2">Figure 2</xref>). In particular, they understand that the placement of a zero in the second line signifies 26 × 10 and not 26 × 1, and that the product must be ten times greater than 26. <xref ref-type="bibr" rid="BIBR-15">(, 2015)</xref>.</p><fig id="figure-2" ignoredToc=""><label>Figure 2</label><caption><p>Standard multiplication algorithm</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47041" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>suggested that algorithms be used to minimize the cognitive load, as they break up a complex calculation into several more easily managed sections. However, they also identified an interesting issue in the teaching of algorithms. If taught procedurally, a student can ‘suspend place value’ (Jazby &amp; Pearn) and carry out the final part of the calculation in <xref ref-type="fig" rid="figure-2">Figure 2</xref> as 2 × 1. However, to fully understand what is happening in the algorithm, and why an answer might be correct or otherwise, a student needs to know that the ‘2 × 1’ really represents ‘2 tens × 1 ten’ or ‘2 × 1 × 10 × 10’ and that the result must be 100 times greater than 2.</p></sec><sec><title>Theoretical Framework</title><p>There appear to be clear links between the use of the array, an understanding of place-value partitioning <xref ref-type="bibr" rid="BIBR-15">(, 2015)</xref>, and distributive properties (<xref ref-type="bibr" rid="BIBR-19">(Matney &amp; Daugherty, 2013)</xref>; <xref ref-type="bibr" rid="BIBR-17">(Kinzer &amp; Stanford, 2013)</xref>). Similarly, it is reasonable to suggest that the base ten property of place value underpins the use of extended number facts (Ross, 2002). Both distributive properties and extended facts underpin the understanding and efficient use of standard multiplication algorithms. <xref ref-type="bibr" rid="BIBR-22">(Pickreign &amp; Rogers, 2006)</xref> noted the connection between the area or grid model for multiplication and the array as the basis for understanding the algorithm. They stated that, “Connecting the array model of multiplication to an area model for multiplication has a certain appeal” <xref ref-type="bibr" rid="BIBR-22">(Pickreign &amp; Rogers, 2006)</xref>. These links formed the theoretical framework of this study. This is illustrated in <xref ref-type="fig" rid="figure-3">Figure 3</xref>.</p><p><xref ref-type="bibr" rid="BIBR-10">(Hurst &amp; Huntley, 2018)</xref> noted that developing an algorithm through the connections described takes time and effort; however, this time is well invested and can minimize the need for later remediation. <xref ref-type="bibr" rid="BIBR-12">(Hurst &amp; Hurrell, 2018)</xref> described several learning pathways for developing a conceptual understanding of an algorithm. Therefore, we decided to seek an answer to this research question: <bold>To what extent can primary school students correctly use a written multiplication algorithm and demonstrate a conceptual understanding of the mathematics that underpins its use?</bold> As noted earlier, conceptual understanding is characterized by links and relationships. The study sought to learn the extent to which children had a ‘connected view’ of the mathematical structure and were able to explain what they were doing in terms of one or other aspects of the structure.</p><fig id="figure-3" ignoredToc=""><label>Figure 3</label><caption><p>Theoretical framework for the study</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47042" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec></sec><sec><title>Research Methods</title><p>This paper reports on part of an ongoing study on the multiplicative thinking of children aged 9-11 years, which has been conducted over four years. The main data collection instrument was a written Multiplicative Thinking Quiz (MTQ), which generates data on a range of aspects of multiplicative thinking, including multiplication properties and relationships. In addition, semi-structured interviews were conducted to gather supporting data and probe the children's thinking. The sample comprised 36 children from two primary school classes in one school in the southwest United Kingdom. One of the researchers was based in the same city as the school and approached the headmaster about involving his school in the project. The researchers administered the quiz to both classes on the same day under identical conditions, with no time limits. Follow-up interviews were conducted by the researchers with children for whom consent was obtained. The interviews lasted approximately 20 minutes and were audio-recorded. Both the MTQ and interview formats were tested with a range of children in Western Australian schools.</p><p>The sample comprised 15 Year 5 students and 21 Year 6 students with a range of mathematical abilities. The Year 5 teacher had over 20 years of experience, while the Year 6 teacher was in his second year of teaching. The school mathematics policy states that children in years 5 and 6 should be able to multiply numbers up to four digits and beyond by one- or two-digit numbers using a formal written method, including the long multiplication of two-digit numbers. Because data gathering was conducted during the second half of the school year, children would have been exposed to the written algorithm. Data from the MTQ were recorded on an Excel spreadsheet and tallied using the ‘sum’ function. Interviews were manually transcribed, and common themes were identified from the responses. In the MTQ, students were asked 18 questions, six of which were based on aspects of the framework (see <xref ref-type="fig" rid="figure-3">Figure 3</xref>). They are shown below.</p><p>Arrays</p><p>The purpose of this question was to determine whether the children drew a tightly aligned array or depicted 4 × 3 as separate groups. We wanted to determine whether the participants were familiar with arrays.</p><fig id="figure-10" ignoredToc=""><label> </label><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47043" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><sec><title>Partitioning</title><p>The purpose of these questions was to determine whether the children used standard place-value partitioning to determine their answers. This could be shown by 'carrying the 4' or by using partial products. We also wanted to determine whether they used the specific term 'partition. '</p><fig id="figure-11" ignoredToc=""><label> </label><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47044" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec><sec><title>Distributive property</title><p>This question was designed to determine whether the children could correctly identify instances in which the distributive property was correctly applied. The second part of the question was designed to determine whether the participants could explain how the property worked in terms of partitioning.</p><fig id="figure-12" ignoredToc=""><label>Figure 10</label><caption><p>Example caption for this image</p></caption><p>Figure description...</p><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47045" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec><sec><title>Extended number facts</title><p>The purpose of the first question was to determine whether the children could recognize that all four extended number facts could be generated from 24 × 6 = 144. The second question sought to determine whether the students could write extended multiplication and division facts. This study only considers responses to multiplication facts, as the inverse relationship between multiplication and division is not its focus. The multiplication algorithm</p><fig id="figure-8xsons" ignoredToc=""><label> </label><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47046" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><table-wrap id="table-q4n33c" ignoredToc=""><label>Table 1</label><caption><p>Summary of responses from Year 5 and 6 students shown as percentages</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="center" valign="top">Question</th><th colspan="1" rowspan="1" style="" align="center" valign="top">Year 5</th><th colspan="1" rowspan="1" style="" align="center" valign="top">Year 6</th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Used an array to depict the expression 4 × 3</td><td colspan="1" rowspan="1" style="" align="center" valign="top">73</td><td colspan="1" rowspan="1" style="" align="center" valign="top">38</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Used place value partitioning for either 6 × 17 or 9 × 15</td><td colspan="1" rowspan="1" style="" align="center" valign="top">93</td><td colspan="1" rowspan="1" style="" align="center" valign="top">90</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Identified only the two correct examples of distributive property</td><td colspan="1" rowspan="1" style="" align="center" valign="top">47</td><td colspan="1" rowspan="1" style="" align="center" valign="top">48</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Explained distributive property in terms of partitioning</td><td colspan="1" rowspan="1" style="" align="center" valign="top">13</td><td colspan="1" rowspan="1" style="" align="center" valign="top">38</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Identified all four examples as extended number facts</td><td colspan="1" rowspan="1" style="" align="center" valign="top">47</td><td colspan="1" rowspan="1" style="" align="center" valign="top">33</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Explained extension of facts based on powers of ten</td><td colspan="1" rowspan="1" style="" align="center" valign="top">40</td><td colspan="1" rowspan="1" style="" align="center" valign="top">19</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Generated at least 3 extended multiplication facts</td><td colspan="1" rowspan="1" style="" align="center" valign="top">60</td><td colspan="1" rowspan="1" style="" align="center" valign="top">52</td></tr><tr><td colspan="1" rowspan="1" style="" align="left" valign="top">Correctly calculated the answer for 29 × 37</td><td colspan="1" rowspan="1" style="" align="center" valign="top">87</td><td colspan="1" rowspan="1" style="" align="center" valign="top">71</td></tr></tbody></table></table-wrap><fig id="figure-sgi7pm" ignoredToc=""><label>  </label><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47047" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec><sec><title>The multiplication algorithm</title><p>During the interviews, the children were asked to show how they would work out the answers to 29 × 37.</p></sec></sec><sec><title>Results and Discussion</title><p>A summary of the responses to these questions is presented in Table 1. The responses for Year 5 and Year 6 students are shown separately and recorded as percentages.</p><p>The percentage of correct responses varied considerably from question-to-question and between years for approximately half of the questions. While the highest proportion of correct responses in both groups was for the use of place-value partitioning, the lowest proportion of correct responses was for the Year 5 group explaining the distributive property in terms of partitioning. For the Year 6 group, the lowest proportion of correct responses explained the extension of number facts (19%), yet 52% were able to generate extended facts. These differences will be discussed later. It is also worth noting that a high proportion of Year 5s (87%) used an algorithm or grid method to calculate the answer for 29 × 37, while 71% of the Year 6s did so. However, many students were unable to identify the ideas that underpinned the algorithm or provide satisfactory explanations for these ideas. Sample responses were provided for each question area.</p><p>Arrays</p><p>It can be seen that 73% of the Year 5 students drew an array, but only 38% of the Year 6 students did so. This is likely because students use symbols more often than physical representations as they progress through school.  Figure 4 shows typical responses to this question.</p><fig id="figure-5" ignoredToc=""><label>Figure 4</label><caption><p>Typical arrays drawn by students</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47048" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><fig id="figure-4" ignoredToc=""><label>Figure 5</label><caption><p>Samples showing partitioning by Students RCO and EMA</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47035" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>The connection between the array and multiplication algorithm has already been noted <xref ref-type="bibr" rid="BIBR-11">(Hurst &amp; Hurrell, 2018)</xref><xref ref-type="bibr" rid="BIBR-12">(Hurst &amp; Hurrell, 2018)</xref>, and there are times when the use of the array can help children who struggle to understand distributivity and/or the written multiplication algorithm.</p><p>Partitioning</p><p>Almost all students in both classes indicated that they partitioned the two-digit number to calculate the answer. Some used the term ‘partitioned” to explain what they had done.  Figure 5 shows samples from students’ RCO (left) and EMA(right).</p><p>Although most students (87% of Year 5s and 90% of Year 6s) used partitioning in this way, only 40% of Year 5s and 48% of Year 6s used their understanding to identify the correct applications of the distributive property. Approximately half of the students who used partitioning did not agree that the distributive property relies on partitioning.</p><sec><title>Distributive property</title><p>As noted above, not all the students who used partitioning to calculate the answers for 6 × 17 or 9 × 15 correctly identified the instances of the distributive property. However, every student who identified the two correct distributivity applications used partitioning. In addition, all students who explained how the distributive property works did so in terms of partitioning. In other words, some students appeared to connect the two ideas, whereas others did not.  Figure 6 shows sample responses from Students IIS and DMA.</p><fig id="figure-6" ignoredToc=""><label>Figure 6</label><caption><p>Samples from Students IIS and DMA</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47036" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>The sample from Student DMA was particularly interesting. DMA was one of the four students who correctly identified the two applications of the distributive property but found it necessary to perform the calculation to ensure that the second and fourth options gave the same answer of 89 × 3. It is also possible that students who did so worked out their answers before making their selections. If this were the case, the proportion of students who identified and trusted the distributive property would be less than 40% and 48% for Years 5 and 6, respectively.</p></sec><sec><title>Extended number facts</title><p>The first question was purposefully worded, and all four options were correct. This was done to determine whether the students’ understanding was robust, because if they assumed that there had to be at least one incorrect option, their response would be wrong. The number of students who made this assumption is unknown. Responses to these two questions indicated that more students (60% and 52% for Years 5 and 6, respectively) were able to write at least three extended multiplication facts than were able to identify them (47% and 33%, respectively). In addition, fewer could explain why extended number facts worked (40% and 19%, respectively). The fact that more students could write extended facts than explain how they worked conceptually suggests that they may have been shown a procedure for writing extended facts.  Figure 7 shows samples from Students IHA and OST, showing how some students explained extended facts using the idea of ‘times as many.’ It also includes samples from Students FWI and PME, illustrating how students typically recorded their extended number facts.</p><fig id="figure-9" ignoredToc=""><label>Figure 7</label><caption><p>Samples from Students IHA, OST, FWI, and PME</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47037" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><fig id="figure-7" ignoredToc=""><label>Figure 8</label><caption><p>Samples from Students GPO, MAU, and RCO</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47038" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec><sec><title>Multiplication algorithm</title><p>The majority of students in the sample (87% in Year 5 and 71% in Year 6) correctly calculated the answer to 29 × 37. Of the 15 Year 5 students, two were unable to perform the calculation, two used a grid method, one used a partial-product method based on partitioning, and ten used the standard algorithm. One student who used the algorithm also performed calculations using the grid method. Of the Year 6 students, 15 used the standard algorithm and six were unable to complete it. Both Year 5 students (GPO and MAU) who used a grid method based on partitioning also correctly used partitioning to complete the one-digit-by-two-digit multiplication calculations in the earlier MTQ question (6 × 17 or 9 × 15).  Figure 8 shows samples of their work, as well as that of RCO. She used a partial-product method based on partitioning. RCO also correctly used partitioning in an earlier MTQ question.</p><fig id="figure-13" ignoredToc=""><label>Figure 9</label><caption><p>Samples from Students DAT, OST, and WBL</p></caption><graphic xlink:href="https://journals2.ums.ac.id/jramathedu/article/download/9314/4027/47039" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Students who used the algorithm recorded their work correctly in a range of ways. Some students reversed the order of the numbers, others recorded the numbers they ‘carried,’ and one student (WBL) used a four-line algorithm. If students wrote a larger number at the top, they were asked why they did so. All responded, ‘I always do it that way’ or ‘Because it is easier that way.’ All who did so agreed that it made no difference to their answer, which suggests that they understood the commutative property of multiplication. Examples of students using the algorithm are shown in  Figure 9.</p></sec><sec><title>Analysis of results</title><p>There was considerable variation in the proportion of correct responses to the MTQ questions and students' ability to calculate the answer to questions 29 × 37. Hence, it is important to consider the structural connections between the ideas assessed in MTQ questions and how they underpin the written multiplication algorithm. The discussion now considers the students in two groups: the 28 students (13 Year 5 and 15 Year 6) who correctly completed the calculation for 29 × 37, and the eight students who did not.</p><p>Use of the array to show 4 × 3</p><p>Of the 13 Year 5 students who performed the correct calculation for 29 × 37, ten drew an array of 4 × 3, and of the 15 Year 6 students, 6 drew an array. It was noted earlier that the proportion of Year 6 students who drew an array was less than that of Year 5s and it was suggested that this might be due to a progressive decrease in the use of the array among older students. However, as discussed earlier (Benson et al., 2013;<xref ref-type="bibr" rid="BIBR-19">(Matney &amp; Daugherty, 2013)</xref>, the array underpins the distributive property, which, in turn, underpins the grid method and written multiplication algorithm. It is possible that these students were taught to use the algorithm without being exposed to its progressive development from the array to grid method.</p><sec><title>Partitioning</title><p>All Year 5 students who performed a correct calculation for 29 × 37 used place-value partitioning for the 6 × 17 and/or 9 × 15 calculations, and all but one of the Year 6s (Student JCA) did so. Students are likely to master algorithms, grid methods, or partial product methods because of their understanding of partitioning <xref ref-type="bibr" rid="BIBR-34">(Young-Loveridge &amp; Mills, 2009)</xref>. One student (JGI) partitioned 17 in the example but calculated it incorrectly. In addition, JCA did not use an array, nor did he partition correctly, but successfully completed the calculation for 29 × 37 using an algorithm. JCA was unable to identify or explain the distributive property and to identify, explain, or generate extended number facts <xref ref-type="bibr" rid="BIBR-26">(Ross, 2002)</xref>. He is likely to have learned the algorithm as a procedure <xref ref-type="bibr" rid="BIBR-8">(Haylock, 2014)</xref>.</p><table-wrap id="table-pwy0gg" ignoredToc=""><label>Table 2</label><caption><p>Frequency of correct responses to criteria based on MTQ questions</p></caption><table frame="box" rules="all"><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">Number of correct responses</th><td colspan="1" rowspan="1" style="" align="center" valign="top">7</td><td colspan="1" rowspan="1" style="" align="center" valign="top">6</td><td colspan="1" rowspan="1" style="" align="center" valign="top">5</td><td colspan="1" rowspan="1" style="" align="center" valign="top">4</td><td colspan="1" rowspan="1" style="" align="center" valign="top">3</td><td colspan="1" rowspan="1" style="" align="center" valign="top">2</td><td colspan="1" rowspan="1" style="" align="center" valign="top">1</td><td colspan="1" rowspan="1" style="" align="center" valign="top">0</td></tr><tr><th colspan="1" rowspan="1" style="" align="left" valign="top">Number of students</th><td colspan="1" rowspan="1" style="" align="center" valign="top">1</td><td colspan="1" rowspan="1" style="" align="center" valign="top">4</td><td colspan="1" rowspan="1" style="" align="center" valign="top">6</td><td colspan="1" rowspan="1" style="" align="center" valign="top">5</td><td colspan="1" rowspan="1" style="" align="center" valign="top">7</td><td colspan="1" rowspan="1" style="" align="center" valign="top">4</td><td colspan="1" rowspan="1" style="" align="center" valign="top">0</td><td colspan="1" rowspan="1" style="" align="center" valign="top">1</td></tr></table></table-wrap></sec><sec><title>Distributive property</title><p>Of the 28 students (13 Year 5 and 15 Year 6) who correctly completed the calculation for 29 × 37, 17 correctly identified the two applications of the distributive property. Furthermore, only 11 students were able to explain that the distributive property was based on partitioning. This seems inconsistent with the responses to the MTQ questions involving partitioning, which 27 of the 28 students used to calculate the answer for 6 × 17 and/or 9 × 15. Ten of the students who used partitioning did not apply it to identify examples of distributivity, and 16 were unable to make the connection that the distributive property is based on partitioning <xref ref-type="bibr" rid="BIBR-16">(Kaminski, 2002)</xref>.</p></sec><sec><title>Extended multiplication facts</title><p>Students must understand and generate extended number facts to be able to use a grid method or multiplication algorithm beyond the procedural level. However, only half of the students ( 14) who correctly calculated 29 × 37 identified that all four examples in the MTQ question could be generated from 24 × 6 = 144. Even fewer students (ten) were able to explain why extended number facts could be written in terms of the product being increased by a power of ten each time a factor was increased in that way. However, more than half of Group (20) were able to write at least three extended multiplication facts. This likely enabled them to use a grid method or algorithm successfully, and it also suggests that students may have been taught how to write extended facts, but not necessarily why they worked. It is also worth noting that half of the students who correctly used the grid method or algorithm were unable to identify extended facts and even less understood why they worked; however, they used them in the grid method and algorithm <xref ref-type="bibr" rid="BIBR-11">(Hurst &amp; Hurrell, 2018)</xref><xref ref-type="bibr" rid="BIBR-12">(Hurst &amp; Hurrell, 2018)</xref>.</p></sec><sec><title>Patterns in individual responses</title><p>When the responses from individual students were analyzed, no clear patterns emerged. Only one student out of 36 (IHA) responded correctly to all seven criteria in Table 1 and correctly calculated the answer to 29 × 37. Four other students correctly responded to six criteria, but they had different criteria: two did not explain the distributive property, one did not use an array of 4 × 3, and one did not write any extended number facts <xref ref-type="bibr" rid="BIBR-15">(, 2015)</xref>. A similar situation occurred with the six students who responded correctly to the five criteria and the five students who responded correctly to the four criteria; no two sets of responses were identical. Table 2 shows the frequency of students who correctly calculated 29 × 37 and responded correctly to the varying numbers of criteria.</p><p>Among the eight students who did not correctly calculate the answer for 29 × 37, three used an array to show 4 × 3, six used partitioning to calculate the answer for 6 × 17 and/or 9 × 15, and two provided a set of extended number facts. One student (JDA) had three correct responses to the criteria, three responded correctly to two criteria, and two gave one correct response. None of the eight students identified or explained distributive properties or extended multiplication facts.</p><p>Several points were immediately evident. The majority of students correctly used the written computation method to arrive at an answer for 29 × 37. Most students used a standard vertical multiplication algorithm. Many also demonstrated awareness and/or understanding of some of the mathematical structures that underpin the use of algorithms, but only one student demonstrated awareness/understanding of all of the criteria. Indeed, some students correctly used the algorithm but demonstrated an awareness or understanding of very few criteria. It is unclear what this indicates, and there are a few possibilities. It could be that students learned the algorithm as a procedure and did not specifically teach the underlying mathematics. For instance, it might be that the progression from the array to the grid method and then to the algorithm was not followed. Students might have been taught some of the underlying mathematics (e.g., partitioning), but this was not explicitly connected to other aspects (e.g., distributive property).</p><p>There appears to be no particular pattern in students’ responses to the questions based on the criteria in Table 1. That is, very few students know (or do not know) the same set of criteria as other students. Hence, it is possible that teaching may not have focused on making the connections between ideas explicit to the students, and that students certainly had not realized the connections for themselves. Nonetheless, it can be said that, in general, students who correctly use the algorithm or grid method know more about the underlying mathematical structure than students who are unable to use the algorithm or grid method.</p><p>Most students used place value partitioning in the mental and/or written computation of one digit using two-digit multiplication expressions. This included students who were unable to use a written method for 29 × 37. However, slightly less than half of the students could identify and explain the distributive property, although this is explicitly based on partitioning. Clearly, they do not make conceptual connections. In addition, the distributive property underpins both the grid method and the standard multiplication algorithm, which many students used despite not showing an understanding of distributivity. This may suggest that the algorithm was taught as a procedure, although students who were aware of the distributive property applied it correctly when using the algorithm or grid method. Another interesting observation was that several students worked out the partial products for the distributivity question before recording a 'Yes' or 'No' response. This suggests that they did not know about the properties that would work and might not have been explicitly taught.</p><p>Most students did not identify or explain extended multiplication facts. However, most were able to generate them. It is possible that they have been taught a procedure for writing extended facts, but it is not clear what that might be, though some students did say that 'a zero has been added. '</p><p>Implications</p><p>It is important for children to form a conceptual understanding of the ideas that underpin the use of mathematical processes such as written algorithms for multiplication. <xref ref-type="bibr" rid="BIBR-10">(Hurst &amp; Huntley, 2018)</xref> noted that mathematics should be explicitly taught to emphasize connections between ideas “. . . [and if done]. . . it might be possible for students to avoid becoming ‘prisoners of process. ’” <xref ref-type="bibr" rid="BIBR-7">(Downton et al., 2019)</xref> noted<xref ref-type="bibr" rid="BIBR-29">(Skemp, 1976)</xref> work noting that their findings “suggest that the teaching of rules without reason is still a contemporary issue.”</p><p>It is evident that there are certain implications for teaching. First, the multiplicative array must be viewed as a vehicle for understanding the connection between place-value partitioning and the distributive property. Second, it follows that an extended array gives rise to the grid method of multiplication, which, when combined with an understanding of place-value partitioning and extended number facts, informs the understanding and development of the multiplication algorithm. Third, the importance of using mathematical terminology, in this case ‘partitioning,’ is evident. This is reflected in discussions by <xref ref-type="bibr" rid="BIBR-31">(Thompson, 2003)</xref>, <xref ref-type="bibr" rid="BIBR-2">(Askew, 2012)</xref>, <xref ref-type="bibr" rid="BIBR-6">(Cotton, n.d.)</xref> and <xref ref-type="bibr" rid="BIBR-18">(Lemonidis, 2016)</xref>. Indeed, if the above aspects are understood, students are more likely to trust that the distributive property will work when applied correctly, and are better placed to apply it to algebraic reasoning.</p></sec></sec></sec><sec><title>Conclusion</title><p>The understanding and correct use of the standard multiplication algorithm are underpinned by several aspects of the mathematical structure, such as the array, placevalue partitioning, distributive property of multiplication, and extended multiplication facts. In this study, we sought to learn the extent to which 36 primary school students understand these aspects of structure and how that understanding, or lack thereof, has informed their use of written multiplication methods.</p><p>It is acknowledged that the sample size was relatively small, but interesting observations were made. These observations would need to be tested using instruments with larger samples of participants in different contexts. Based on the analysis of data from the MTQ and interviews, it seems that the students in the sample showed several levels of understanding. These can be broadly described as follows:</p><list list-type="bullet"><list-item><p>Students who can identify and explain all or most mathematical structures that underpin written multiplication and can correctly use a written method for multiplication.</p></list-item><list-item><p>Students who can identify and explain some of the mathematical structures that underpin written multiplication and correctly use written methods for multiplication.</p></list-item><list-item><p>Students who can identify and explain little about the mathematical structure that underpins written multiplication and can correctly use a written method for multiplication.</p></list-item><list-item><p>Students who can identify and explain little of the mathematical structures that underpin written multiplication are unable to correctly use written methods for multiplication.</p></list-item></list></sec></body><back><sec sec-type="how-to-cite"><title>How to Cite</title><p>Hurst, C., &amp; Huntley, R. (2020). Distributivity, partitioning, and the multiplication algorithm. 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