RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS Research on the Retention of Mathematics Concepts in Middle School: Integers and Integer Operations Emily Toler University of Georgia 1 RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 2 Problem Statement I. Area of Focus Retention of Mathematics Concepts II. Research Problem Often, students arrive in my math classroom at the beginning of the year with many gaps in their foundational knowledge that will negatively impact them throughout the upcoming school year. Many students do not get the opportunity to truly understand concepts before the pacing guide tells us that it is time to move on to the next topic in order to complete the entire curriculum by the end of the year. It is my belief that this cycle of low achievement and moving on to new content quickly is increasing the number of students that are below grade level with little understanding of mathematical concepts. Students are often unable to master foundational concepts related to number sense with integers. This is taught at the very beginning of the seventh-grade curriculum and resurfaces throughout all other units later in the school year. When students do not master these concepts, they in turn will struggle with later concepts such as writing and solving equations and inequalities. Not only does this negatively impact them in the seventh-grade curriculum, it will set them up to be behind in eighth grade and beyond because future mathematics concepts assume that students know and understand integer operations. III. Theoretical Beliefs About the Teaching & Learning of Mathematics RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 3 I believe that mathematics should be a tool for students to apply in the real-world in ways that are relevant to them, personally. I believe that real world application is the ultimate goal of teaching students any mathematics concept. Unfortunately, I believe that mathematics is instead being taught in a way to have students take state tests and do well on paper. While sometimes this means that a student can apply mathematics concepts to real-world situations, often students are simply following procedures with no real knowledge or understanding of the concept or why it works. My philosophy of teaching is that instruction should be relevant to students and be a tool that can be used no matter what path a student goes down later in life. I do not believe in teaching to a test or teaching procedures rather than teaching conceptually. IV. Significance of Research Problem This research is significant for several reasons. Particularly, the purpose of schooling should be to produce students who can be productive citizens. Students should be taught the importance of follow through and putting forth effort until reaching the desired outcome and how to persevere in tough situations. Students continuously feel discouraged when repeatedly failing assessments, damaging their feelings of self-worth. Students are failing assessments because they are not understanding concepts and materials because they are not given the opportunity or time needed to process new information and apply it in a variety of ways and realworld situations. Therefore, the knowledge of how to help students retain information long term can be beneficial to the teaching and learning of mathematics. RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 4 This is also significant to students’ education after seventh grade. Students will be expected to know and understand integers operations in eighth grade math and in high school courses. Without this foundational knowledge, students will be unable to keep up with the curriculum and expectations and will quickly fall behind grade level. Integers are a mathematics concept that is seen in everyday situations. Often students will attempt to justify the fact that they are struggling with a concept because they feel that the particular concept is not relevant to them in everyday life. Integers, however, can be related to temperature and other everyday things, most importantly money. Money is something that all people will encounter and are expected to understand many times in their life. This is significant for students to grow into productive citizens in the future and to be able to take care of themselves. Problem Statement As an educator, I believe it is my purpose to educate students in a way that is relevant and in a way that each student can see the importance and purpose of the concepts being taught. Also as an educator, I am expected to follow specific guidelines, curriculum, pacing, and standards that are decided by my school, district, and state. I often notice that my teaching philosophy doesn’t always align with the expectations of me as an educator. For example, when I am teaching a particular concept to my students and it is obvious to me that my students would benefit from some hand-on, real-world, activities in order to better understand the concept. When following a pacing guide, it is sometimes impossible to fit these activities in to a week-long lesson plan divided up into 45 minute blocks. I know that certain information is expected to be taught and then tested on and I know that I could simply teach my students standard algorithms RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 5 in order to take and maybe pass a test. However, I also know that these students will not see the importance or relevance of the concept or retain the information if it is not taught conceptually to them. My problem is that when I am following district guidelines for pacing my curriculum, I am also giving up instructional time that could be used to teach my students conceptually and how these concepts are related to them outside of the classroom, which would result in long-term retention of knowledge for students. Literature Review Retention of mathematics concepts and knowledge is important for students’ future application of concepts in higher levels of mathematics. Retention is also important for students’ ability to navigate and solve everyday problems. This literature review will investigate why students do not retain mathematics concepts and factors that contribute to lack of understanding. It will also investigate strategies teachers can use in their individual classrooms to promote retention of mathematics concepts I. Factors That Inhibit Students’ Ability to Retain Mathematics Concepts a. Student Engagement Student engagement with school can be described as a commitment to, valuing of, and connection with the people, educational goals, and outcomes promoted by a school (Finn, 1989). If students are engaged in academic tasks, retention should be increased over a period of time. Students who are unengaged during class activities, when new concepts are being taught, or when completing assignments are more likely to have negative feelings towards the content and feel that the task is unimportant. When students develop these feelings about mathematics, it can result in something called “motivated forgetting”. Motivated RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 6 forgetting is the result of students that experience a high-degree of stress in mathematics courses (Ramirez, McDonough, & Jin, 2017). This phenomenon is described as students having a higher occurrence of avoidant thinking regarding mathematics. These students have negative experiences with mathematics, and thus avoid the topic and their retention of content is lower compared to other students. b. Pacing of Curriculum In efforts to ensure that teachers are keeping pace, many school systems promote the use of curriculum guides. Often, these guides direct teachers on how the curriculum should be taught and gives the time allotted to teach each concept. This constraint inhibits teachers’ ability to flexibly plan and teach concepts based on students’ academic ability and in a time frame that makes sense for a particular group of students to gain a full understanding of content. For students to be taught a concept and have time to fully master the skill or strategy takes time for practice and implementation in multiple ways. If students are unable to complete this process of learning, they are less likely to retain the information learned for a long period of time. There are some positives to the use of curriculum guides. These include consistency across different schools, structure for educators, and it can provide teachers with resources and time for self-reflection. c. Low Achieving Students Students come to us at the beginning of the school year at all different levels. Some students are on-grade level or above and fully ready to learn new content RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 7 that builds on their previous foundational knowledge. However, we often have students that come to us that are not on grade level. These students are missing key, foundational skills that are needed in order to be successful when learning new content. These students are already behind, therefore when new content is being taught, they may be able to memorize an algorithm but they have no real understanding of why the algorithm works or how it relates to other areas of mathematics. These students may be able to learn enough content to pass a classroom test, but will not retain this information long term. II. Strategies That Promote Retention of Mathematics Knowledge Earlier theories of knowledge acquisition (Anderson, 1982; Fitts, 1964; Rasmussen, 1986; VanLehn, 1996) can be consolidated into a three-phase process model of learning (Kim, Ritter & Koubek, 2013). This model has these stages: (1) obtain declarative and procedural knowledge, (2) combine and solidify the acquired knowledge and (3) finetune the knowledge through overlearning. During stage one, students learn basic facts and concepts that support those facts. In state two, students’ knowledge is applied to a procedure. Stage three, or the fine-tuning stage, students practice which allows them to speed up their application of procedures from stage two. The last stage both creates greater fluency of knowledge recall and when practiced over multiple days will increase long-term knowledge retention (Wang & Beck, 2012). This confirms that a wide spacing of practice provides increasing retention and less loss of knowledge later. The following strategies were suggested to increase long-term retention of learning: (1) short appropriately spaces practice sessions; (2) avoiding long, intensive study, using short RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 8 bursts of intensive study instead; (3) review of concepts previous studied periodically; and (4) regular assessing through tests or quizzes. It has also been shown that more interactive methods of instruction have positive effects on students’ knowledge retention. A study of college students (Narli, 2011) found that students who were taught with an interactive methodology rather than a traditional lecture retained more mathematics information 14 months later than a control group. Another student of ninth grade students (Guvercin, Cilavdaroglu, & Savas, 2014) showed that students who engaged in mathematical problem posing had better attitudes, achievement, and retention of knowledge 40 days after instruction. A third study of kindergarteners through college students compared the usage of concrete manipulatives to a traditional instruction using abstract symbols (Carbonneau, Marley, & Selig, 2013). This showed a positive effect of knowledge retention of students who used concrete manipulatives. Methods of interactive learning that has proven to be effective include: computer games, traditional games, collaborative grouping, virtual manipulatives, concrete manipulatives, online lecture videos, interactive diagrams, visuals and diagrams, and peer discussions. These methods of interactive learning increase student engagement by creating a multisensory learning environment. This increase of student engagement in the key to increase long-term retention. Research Question To what extent will instruction that promotes CRA impact student’s ability to reason about integer operations and conceptually understand integer operations? Methodology RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 9 The participants that I will be using in this study are seventh grade students in a diverse middle school located in the Atlanta metropolitan area. These students will be placed in an onlevel seventh grade math class and will be typical, meaning they do not receive accommodations. I selected this type of participant in order to get a general idea for how my interventions will help a typical seventh grade student and in order to identify areas where a typical seventh grade student may have misconceptions. The setting where this research will be conducted is in my own classroom located in a middle school in the Atlanta metropolitan area. This is a general education classroom with approximately 23 students. I have each group of students for 46 minutes per day, 5 days a week. This intervention will be implemented between 2 and 3 days each week for a total of 9 weeks. Assessments will be given periodically after the intervention has been provided to assess student retention. These particular assessments will be given 2 weeks after the end of the intervention, 4 weeks after, and 8 weeks after. The intervention that I will be using with my participants is CRA, or ConcreteRepresentative-Abstract learning. I will be modelling how to use manipulatives in order for students to be able to create concrete representations of integer related problems. Students will have their own manipulatives to use and follow along as well. We will gradually work towards using representative depictions of problems, and eventually solve problems abstractly. I will always model all three ways for students and encourage them to do the same. The intervention will be implemented in a whole group setting, but student participants will be pulled for one-onone interviews for assessment of progression and retention. I will be collecting both quantitative and qualitative data from students during my interventions. Students will take assessments that include both multiple choice questions RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 10 (qualitative) and short response questions (quantitative). I will not only be looking for correct answers but will be looking for the strategies that are being used by each student. When analyzing short response questions, I will be looking for correct use of academic vocabulary and also the student’s description of their strategy and how they solved the problem. I also plan to conduct student interviews which will also serve as qualitative data. These interviews will give insight to students’ thinking and give a clear picture into their understanding of the material and the strategy that they chose to use. Assessments will be given 2 weeks, 4 weeks, and 8 weeks after the end of the intervention in order to assess retention of integer concepts. Plan Week Intervention Plan 1 CRA Compare integers on a number line, as represented by counters, and as written numerals 2 CRA Add integers with the same signs - on a number line, as represented by counters, and as an abstract addition problem 3 CRA Add integers with different signs - on a number line, as represented by counters, and as an abstract addition problem 4 CRA Subtract integers with the same signs - on a number line, as represented by counters, and as an abstract subtraction problem 5 CRA Subtract integers with different signs - on a number line, as represented by counters, and as an abstract subtraction problem RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 6 CRA Multiply integers with the same signs - use of pictorials and as an abstract multiplication problem 7 CRA Multiply integers with different signs - use of pictorials and as an abstract multiplication problem 8 CRA Divide integers with the same signs - use of pictorials and as an abstract division problem 9 CRA Divide integers with different signs - use of pictorials and as an abstract division problem Day Topic Activity 1 All Integer Operations Pre-Assessment 3 Comparing Compare integers on a number line and as represented by counters 5 Comparing Compare numeral integers using greater than and less than signs 6 Adding – same signs Adding on a number line 8 Adding – same signs Adding using counters 10 Adding – same signs Adding “naked” problems and word problems 11 Adding – different signs Adding practice using CRA 13 Adding – different signs Adding practice using CRA – One-on-one interview 11 RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 15 Adding - all Written assessment 16 Subtracting – same signs Subtracting on a number line 18 Subtracting – same signs Subtracting using counters 20 Subtracting – same signs Subtracting “naked” problems and word problems 21 Subtracting – different signs Subtracting practice using CRA Subtracting – different signs Subtracting practice using CRA – One-on-one interview 25 Subtracting all Written assessment 26 Multiplying – same signs Multiplying using counters and pictorials representation 28 Multiplying – same signs Multiplying with word problems 30 Multiplying – all Multiplying “naked” problems 31 Multiplying - all Multiplying practice using CRA 33 Multiplying - all One-on-one interview 35 Multiplying - all Written assessment 36 Dividing – same signs Dividing using counters and pictorial representation 23 12 RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 38 Dividing – same signs Dividing with word problems 40 Dividing all Dividing “naked” problems 41 Dividing all Dividing practice using CRA 43 Dividing all One-on-one interview 45 Dividing all Written assessment 13 RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS 14 Bibliography Anderson, J. 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Is constructivist learning environment really effective on learning and long-term knowledge retention in mathematics? Example of the infinity concept. Educational Research and Reviews, 6(1), 36-49. Ramirez, G., Chang, H., Maloney, E. A., Levine, S. C., & Beilock, S. L. (2016). On the relationship between math anxiety and math achievement in early elementary school: The role of problem solving strategies. Journal of Experimental Child Psychology, 141, 83–100. http://dx.doi .org/10.1016/j.jecp.2015.07.014 Rasmussen, J. (1986). Information processing and human-machine interaction: An Approach to cognitive engineering. New RESEARCH ON THE RETENTION OF MATHEMATICS CONCEPTS York, NY: Elsevier. Van Lehn, K. (1996). Cognitive skill acquisition. Annual Review of Psychology, 47, 513–539. Wang, Y., & Beck, J. E. (2012). Using student modeling to estimate student knowledge retention. In Proceedings of the 5th International Educational Data Mining Society (pp. 200-203). 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