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Full-Text Articles in Science and Mathematics Education

Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo Sep 2022

Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo

Angelo King Institute for Economic and Business Studies (AKI)

This study aimed to determine predictive models that would identify the most important predictor variables for students in the lowest proficiency group in public schools and private schools. After experimenting with different machine learning approaches, the random forest classifier (SVM) models were found to perform most accurately (Lundberg & Lee, 2017). To identify the most important predictors of being a poor performer in mathematics, Shapley values were generated, which produces a ranked list of several features in descending order. To manage complexity in comparing the key variables for private and public student performance classification, the 10 most significant features for …


The Persistence Of Exclusion In Developmental Math Courses In Community Colleges: The Search For Equity And Justice In Math Education, Dora P. Trujillo Sep 2022

The Persistence Of Exclusion In Developmental Math Courses In Community Colleges: The Search For Equity And Justice In Math Education, Dora P. Trujillo

Dissertations, Theses, and Capstone Projects

This study examines how minoritized community college students taking developmental mathematics courses construct their math identities and how structures within academia affect this construction. It uses interviews and a focus group with open-ended questions to look beyond the quantitative studies examining the effectiveness of math developmental courses by exploring student narratives rather than statistical data. Both curricula and pedagogies need to be de-constructed so we may bring social change through diversity to the teaching and learning of mathematics at this level, as developmental math courses have become a systematized form of marginalization. In the process of de-constructing, we also need …


Learning Beyond Measure: Critical Numeracy And Resistance To Racial Capitalism, Atasi Das Sep 2022

Learning Beyond Measure: Critical Numeracy And Resistance To Racial Capitalism, Atasi Das

Dissertations, Theses, and Capstone Projects

In this three-article dissertation, I connect with and expand from learning theories and mathematics and numeracy practices to reimagine numeracy as a potential tool towards liberation and human emancipation. Developing a framework and activity of critical numeracy, I explore the ways numbers and static categories have been used to “objectively” create, reproduce, and reify hierarchies within historical contexts and power relations. The core of this work examines, what do numbers and numeracy mean for us? Who are “the us” we can organize for? And for what purpose can and should we utilize, teach, and learn with numbers in and beyond …


Analyzing The Linguistic Features Of Standardized Math Items: A Text Mining Approach, Magdalen A. Beiting-Parrish Sep 2022

Analyzing The Linguistic Features Of Standardized Math Items: A Text Mining Approach, Magdalen A. Beiting-Parrish

Dissertations, Theses, and Capstone Projects

The following is a five-chapter dissertation surrounding the use of text mining techniques for better understanding the language of mathematics items from standardized tests to improve linguistic equity of these items to support assessment of English Language Learners.

Introduction: The dissertation begins with an overview of the problem that English Language Learners are likely not able to demonstrate their full mathematical ability due to the construct irrelevant variance caused by these items being written in English. This introduction also introduces the idea of text mining as a methodology for use in exploring this test design issue.

Article 1: This article …


Understanding Inservice Middle School Teachers’ Views Of Nature Of Science (Vnos), Merika Charupoom, Yasmeen Hernandez, Emily Carter, Nicole J. Thomas, Tina Vo Aug 2022

Understanding Inservice Middle School Teachers’ Views Of Nature Of Science (Vnos), Merika Charupoom, Yasmeen Hernandez, Emily Carter, Nicole J. Thomas, Tina Vo

Spectra Undergraduate Research Journal

The Nature of Science (NOS) is a component of science literacy that supports critical thinking around science concepts, speaking to how and why science is conducted and connected to creating data and evidence. NOS is designed to be more than the standardized lessons of science; it helps children critically analyze and solve real-world and societal issues using scientific knowledge. The interpretation of science varies between the ideology and beliefs of each individual. Given the importance of this idea, it is necessary that teachers be able to provide NOS opportunities to students; however, first, they must have a firm grasp of …


Improving Language Teaching And Learning Process With Dual Coding Theory Approaches, Citra Kurniawan, Shirly Rizki Kusumaningrum, Kee-Fui Turner Lam, Ence Surahman Aug 2022

Improving Language Teaching And Learning Process With Dual Coding Theory Approaches, Citra Kurniawan, Shirly Rizki Kusumaningrum, Kee-Fui Turner Lam, Ence Surahman

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Dual coding theory (DCT) allows students to process information based on stimuli in the form of visual-verbal signals. This study aims to measure the relationship between the implementation of DCT on the process of Teaching & Learning. An experimental approach involving 101 students was used. The results showed that the DCT theoretical approach can be used to improve the language learning process. The research findings also showed that the learning strategies correlation coefficient is positive 0.826** which means that DCT has a very strong relationship with learning outcomes. In addition, the variables of gender and learning strategies demonstrated a positive …


Developing Intercultural Communicative Competence In Foreign Language Classrooms: A Study Of Efl Learners In China, Li Liu, Bo Jiang, Ziwei Guo Aug 2022

Developing Intercultural Communicative Competence In Foreign Language Classrooms: A Study Of Efl Learners In China, Li Liu, Bo Jiang, Ziwei Guo

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Intercultural communicative competence (ICC) has been accentuated with the wave of globalization. Universities in China have highlighted ICC in language classrooms. Following Byram’s (1997) ICC model (including knowledge, skills and attitudes), this study focuses on the efficacy of explicit instruction in developing ICC among EFL (English as a Foreign Language) learners in classrooms in China, and to discover how this development is related to the English proficiency. This research therefore has two purposes: (1) to use a mix of quantitative and qualitative methods to assess ICC including questionnaire through self and others after explicit instruction. And (2) to investigate the …


‘Freedom To Learn-Independent Campus’And Pre-Service Teachers Proffesional Identity Development, Lemmuela Alvita Kurniawati, Vinanda Kristianti Aug 2022

‘Freedom To Learn-Independent Campus’And Pre-Service Teachers Proffesional Identity Development, Lemmuela Alvita Kurniawati, Vinanda Kristianti

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

In response to the implementation of Merdeka Belajar (Freedom to Learn)- Kampus Merdeka (Independent Campus), this study aimed to investigate the perceived impacts of Freedom to Learn-Independent Campus (henceforth FLIC), on pre-service Teacher Professional Identity (henceforth, TPI) development. A qualitative research method by using a thematic analysis was used to analyze the data. Homogeneous online focus group discussions with three different groups of participants joining FLIC program were conducted to collect the data. There were twelve pre-service teachers who joined FLIC program involved in this study. The findings were elaborated under three themes. The themes were becoming and being didactical …


Physical Education: Study Of Different Perceptions Of Students On The Concept Of Physical Education In First Middle School And Vocational Middle School, Mu’Arifin Mu’Arifin, Mashud Mashud, Zsolt Nemeth Aug 2022

Physical Education: Study Of Different Perceptions Of Students On The Concept Of Physical Education In First Middle School And Vocational Middle School, Mu’Arifin Mu’Arifin, Mashud Mashud, Zsolt Nemeth

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This research aims to measure the truth level of the perception of the students on the physical education concept, and to figure out the difference perception between male and female students at the junior high school and vocational high school levels. Method used is survey with the use of closed inventory questionnaire. This study is conducted on two populations, that are 3700 students of X class at Vocational High School in the Regency of Banyuwangi and 750 students of VIII class at Junior High School in the Regency of Pacitan. Study sample is taken by purposive so that it is …


Identifying Basic Aircraft Structures Using Project-Based Learning In Esp Context: Is It Effective?, Dewanti Ratna Pertiwi, Ndaru Atmi Purnami Aug 2022

Identifying Basic Aircraft Structures Using Project-Based Learning In Esp Context: Is It Effective?, Dewanti Ratna Pertiwi, Ndaru Atmi Purnami

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

English for specific purposes (ESP) is a branch of English instruction prepared to facilitate the students master English used in a particular field. In aerospace field, one of the objectives of ESP is mastering basic aircraft structures as the fundamental knowledge for further development such as aircraft maintenance and management. Mastering a number of technical terms in aerospace is challenging since they are not commonly used in daily life. Thus, a strategy is needed. Project-based learning (PBL) is proposed as an appropriate technique for engineering students due to its advantages; facilitating communication, creativity, collaboration, and critical thinking. Nevertheless, identifying whether …


Penguatan Karakter Bernalar Kritis Berbasis Integratif Moral Untuk Siswa Sekolah Dasar Dalam Program Kampus Mengajar Di Indonesia, Nursalam Nursalam, Suardi Suardi Aug 2022

Penguatan Karakter Bernalar Kritis Berbasis Integratif Moral Untuk Siswa Sekolah Dasar Dalam Program Kampus Mengajar Di Indonesia, Nursalam Nursalam, Suardi Suardi

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The research objective is to produce a model for strengthening character education based on critical reasoning moral integration for elementary school students in campus teaching activities in Makassar City. This research uses mixed research methods, using questionnaires, observations, interviews and documentation, then analyzed qualitatively and quantitatively. The results showed that strengthening the character of critical reasoning based on moral integrative and social collaboration was in the very frequent category at all stages of moral knowing, feeling, sinverbal, action, habitus and culture from various campus teaching activities such as task assignment, giving direction, thinking together, and carry out tasks according to …


The Dominant Soft Skills That Affect Readiness Of Vocational Graduate In Entering Construction Labor Market, Nathanael Sitanggang, Putri Lynna Adelinna Luthan, Felix Andika Dwiyanto, Satrio Dwi Sanjaya Aug 2022

The Dominant Soft Skills That Affect Readiness Of Vocational Graduate In Entering Construction Labor Market, Nathanael Sitanggang, Putri Lynna Adelinna Luthan, Felix Andika Dwiyanto, Satrio Dwi Sanjaya

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to recognize the dominant soft skills factors that influence the readiness of vocational education graduates to enter the job market in the field of construction. The method used is survey study including samples that consisted of 40 workers graduated from State University of Medan civil engineering diploma 3. The instruments used were the soft skills and the competence readiness questionnaire with reliability coefficients of 0.93 and 0.98. Furthermore, the multiple regression analysis techniques is used to test the hypothesis. The results shows that the soft skills readiness influencing 74% the vocational education skills readiness in entering the …


Integrating Electronic Portfolio Assessment Into Teaching Materials: An Exploratory Study On Speaking Course Syllabus Development, Moh. Taufik, Nur Mukminatien, Suharyadi Suharyadi, Sari Karmina, Bambang Yudi Cahyono, Tengku Intan Suzila Bt Tengku Sharif Aug 2022

Integrating Electronic Portfolio Assessment Into Teaching Materials: An Exploratory Study On Speaking Course Syllabus Development, Moh. Taufik, Nur Mukminatien, Suharyadi Suharyadi, Sari Karmina, Bambang Yudi Cahyono, Tengku Intan Suzila Bt Tengku Sharif

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The ICT advancement provokes the possibility of developing speaking skill through portfolio assessment which was commonly attributable mostly to writing skill. Hence, an exploratory study adopting ADDIE model was conducted to develop an electronic portfolio assessment integrated into teaching materials. A triangulated technique of data collection: questionnaire respondents, interviews and data from evaluation sheets was gathered. Statistical descriptive analysis, discourse and content analysis were conducted and positive possibilities were found to ffacilitate the development of speaking skills through electronic portfolio assessment.


What Can We Learn From The Different Understandings Of Mathematical Literacy?, Svein Arne Sikko Aug 2022

What Can We Learn From The Different Understandings Of Mathematical Literacy?, Svein Arne Sikko

Numeracy

Mathematical literacy, quantitative literacy, numeracy, matheracy, disciplinary literacy, and content-area literacy are among a plethora of terms used to link mathematics and literacy. In addition to this abundance of terms, the content of the terms is not precise, and in some cases the terms are used interchangeably. I delve into this landscape and dissect the meaning of each of them. From such an analysis of mathematical literacy, numeracy, and quantitative literacy, we learn about the importance of quantitative practices and elementary mathematics in society, including both how mathematics is necessary for everyday life but also how it can be used …


Curricular And Strategic Changes In Mathematics To Enhance Institutional Stem Education, Sandie Han, Boyan Kostadinov, Janet Liou-Mark, Johann Thiel Aug 2022

Curricular And Strategic Changes In Mathematics To Enhance Institutional Stem Education, Sandie Han, Boyan Kostadinov, Janet Liou-Mark, Johann Thiel

Publications and Research

No abstract provided.


Midterm Oral Exams Add Value As A Predictor Of Final Written Exam Performance In Engineering Classes: A Multiple Regression Analysis, Minju Kim, Celeste Pilegard, Huihui Qi, Curt Schurgers, Marko Lubarda, Saharnaz Baghdadchi, Alex Phan Aug 2022

Midterm Oral Exams Add Value As A Predictor Of Final Written Exam Performance In Engineering Classes: A Multiple Regression Analysis, Minju Kim, Celeste Pilegard, Huihui Qi, Curt Schurgers, Marko Lubarda, Saharnaz Baghdadchi, Alex Phan

Psychology Faculty Articles and Research

What is gained when midterm oral exams are implemented in the undergraduate engineering classroom? This research paper examines whether midterm oral exam scores add value above and beyond midterm written exam scores in predicting students’ final written exam scores. The purpose of this study is to evaluate the potential utility of oral exams as formative assessments: if oral exam scores provide additional information beyond written exam scores, they may add meaningful value for students and instructors. The current study investigates this question using data from 10 undergraduate engineering classes (N = 925), representing 6 different courses and 5 different instructors. …


Advancing Student Futures In Stem, Urmi Ghosh-Dastidar, Sandie Han, Nadia Kennedy, Diana Samaroo Phd, Armando Solis Aug 2022

Advancing Student Futures In Stem, Urmi Ghosh-Dastidar, Sandie Han, Nadia Kennedy, Diana Samaroo Phd, Armando Solis

Publications and Research

This work reports a programmatic effort devoted to increasing diversity, equity, and inclusion in STEM education at a Hispanic-serving undergraduate higher-education institution. Between Fall 2015 and Spring 2020, the STEM program offered comprehensive academic and financial support to ninety-four students from five STEM majors: Bachelor of Science degrees in Biomedical Informatics, Applied Chemistry, and Applied Mathematics; and Associate of Science degrees in Chemical Technology and Computer Science. The goals of the program were to: (1) support, retain and graduate academically talented low-income and underrepresented minority students in the five targeted STEM majors; (2) establish a model for a comprehensive support …


Do Undergraduate Data Science Program Competencies Vary By College Rankings?, Elizabeth Milonas, Qiping Zhang, Duo Li Aug 2022

Do Undergraduate Data Science Program Competencies Vary By College Rankings?, Elizabeth Milonas, Qiping Zhang, Duo Li

Publications and Research

No abstract provided.


Retaining Diverse Groups In Stem, Melanie L. Villatoro Aug 2022

Retaining Diverse Groups In Stem, Melanie L. Villatoro

Publications and Research

Colleges across the United States must produce more engineering graduates in order to keep up with demands in the engineering workforce. Population trends indicate that women and minorities are highly underrepresented in the STEM fields therefore recruitment and retention of these populations is critical to closing the predicted gap in the workforce. Perkins Peer Advisement is a grant funded program at New York City College of Technology (City Tech) committed to increasing enrollment and retention of nontraditional students in engineering technology programs. Program activities include professional development, mentoring, and community outreach. Participants of the program have higher retention rates than …


Building Capacity: Enhancing Undergraduate Stem Education By Improving Transfer Success, Pamela Brown Aug 2022

Building Capacity: Enhancing Undergraduate Stem Education By Improving Transfer Success, Pamela Brown

Publications and Research

Several evidence-based practices were combined to reduce barriers to transfer from associate to baccalaureate programs, and baccalaureate degree completion. The first strategy was creation of the STEM Transfer Collaborative (STC), an adaption of the CUNY Pathways general education articulation initiative (1). The STC focuses on collaboration by both the sending and receiving college faculty to begin transfer preparation and support before transfer occurs, through articulation agreements, shared professional development to align pedagogy and curriculum, and outreach to potential transfer students. There was also regular feedback to community college faculty on the success of their transfer students. A second strategy employed …


Relationships Between And Student Perceptions Of Self-Efficacy, Growth Mindset, And Mathematics Identity Of Adolescents In A Rural South Georgia Charter School, Carrie Cooper Pierce Aug 2022

Relationships Between And Student Perceptions Of Self-Efficacy, Growth Mindset, And Mathematics Identity Of Adolescents In A Rural South Georgia Charter School, Carrie Cooper Pierce

Theses and Dissertations

This mixed methods study investigated the relationships between the constructs of self-efficacy, growth mindset, and mathematics identity among middle school students at a South Georgia charter school. Constructivist grounded theory was used to investigate the strength of these constructs along with student perceptions of what factors make one a math person. The study was an explanatory sequential design consisting of an online survey followed by student interviews. Ninety-one students participated in the survey. Multiple linear regression was used to determine whether a correlation existed between the variables as well as among student subgroups. Self-efficacy was found to be a predictor …


What Does It Mean To Be Coherent? Mathematics And Science Teachers Consider Coherency In Curriculum Decision Making, Mona Baniahmadi Aug 2022

What Does It Mean To Be Coherent? Mathematics And Science Teachers Consider Coherency In Curriculum Decision Making, Mona Baniahmadi

Electronic Theses and Dissertations

This qualitative study investigates teacher and administrator perceptions of what it means for a curriculum to be coherent, strategies they have for establishing coherence of the diverse curricular resources available, and the difficulties teachers may face in understanding coherence and implementing potentially coherent curricula. This study uses the Danielson Model of Effective Teaching and the Tripartite Model of Curriculum as frameworks to examine the ways coherence is understood and implemented in the classroom. The study collected open-ended survey, focus groups, and individual interview data from 12 participants who identify as administrators, mathematics teachers, and science teachers in secondary grades at …


The Effects Of Digital Game-Based Instruction On Knowledge Acquisition And Retention Of Genetics Content, Brinley Kantorski Aug 2022

The Effects Of Digital Game-Based Instruction On Knowledge Acquisition And Retention Of Genetics Content, Brinley Kantorski

Electronic Theses and Dissertations

Digital educational games have been a part of the educational landscape since the early 1970s. Since then, there has been a proliferation in the quantity, format, type, and quality of digital educational games available to classroom teachers. Despite this, the body of literature surrounding the effectiveness of these digital educational games remains highly fragmented and lacks unifying themes. While some literature exists to support the use of digital educational games in immediate knowledge acquisition, little research has been done on how digital educational games impact the retention of knowledge in the long term. As such, this study examines how the …


Does Instructional Autonomy Matter? Exploring Job Satisfaction For Math And Non-Math Teachers In Low, Middle, And High Ses Schools, Hannah Sean Ellefritz Aug 2022

Does Instructional Autonomy Matter? Exploring Job Satisfaction For Math And Non-Math Teachers In Low, Middle, And High Ses Schools, Hannah Sean Ellefritz

Dissertations and Theses

Throughout the 2000s, standards-based education policies decreased the autonomy of public schools across the U.S., deprofessionalizing educators and limiting their participation in the development of curriculum and instructional policy. Many education scholars argue that, rather than professionals with specialized skills and knowledge, standards-based reforms position teachers as technicians, accountable for measurable output in accordance with externally imposed standards. This literature suggests that such education policies may have implications for teachers’ job satisfaction, especially those working in schools or subject fields that are particularly susceptible to standardized curriculum and accountability procedures. Using nationally representative data from the Teaching and Learning International …


Implementing Tactile Learning To Aid Students Understanding Of The Bohr Model, Christin B. Monroe, Andrew B. Stein, Cindy Tolman Aug 2022

Implementing Tactile Learning To Aid Students Understanding Of The Bohr Model, Christin B. Monroe, Andrew B. Stein, Cindy Tolman

Journal of Science Education for Students with Disabilities

It is essential for introductory level chemistry students to understand atomic models and how atoms interact to form chemical bonds. The tactile model in this article utilizes marbles to represent subatomic particles, a cup to represent the nucleus and wooden rings to simulate the electron orbitals. These inexpensive items can be combined to construct models in which students can build foundational knowledge of atomic structure and how subatomic particles interact. Students were asked to provide feedback comparing the use of this tactile model to atomic computer simulations, videos and their textbook regarding the method they felt was most useful to …


Mathematics Funds Of Knowledge Survey: A Development And Validation Study, Tiffini Pruitt-Britton Aug 2022

Mathematics Funds Of Knowledge Survey: A Development And Validation Study, Tiffini Pruitt-Britton

Teaching and Learning Theses and Dissertations

“Real-world” contextualization of mathematics is derived from curriculum and educator experiences which lean heavily into White middle-class contexts which are not reflective of many U.S. schools. Using students’ frames of knowledge with which they are interested or familiar promotes an enhanced and more engaging learning experience in the mathematics classroom.

This dissertation outlines the development and validation of an instrument that collects and quantifies students’ mathematics funds of knowledge in various areas. This study not only provides a new validated instrument for practitioner and researcher use but contributes to the field regarding the importance of the authentic connection between student …


Impact Of An Active Learning Intervention On Student Success In An Introductory-Level Biology Course, Cynthia Littlejohn Aug 2022

Impact Of An Active Learning Intervention On Student Success In An Introductory-Level Biology Course, Cynthia Littlejohn

Dissertations

Large enrollment introductory-level courses with high rates of students receiving a D, F, or withdrawing have been identified within higher education as gateway courses. Students not successfully completing these courses are disproportionately represented by historically and continually marginalized populations, such as low-income, poorly represented ethnic groups, and first-generation students. A form of blended learning called the flipped class model is becoming increasingly prevalent in gateway courses. A flipped class design may reduce the cognitive load by allowing time for processing information before class while cooperative learning may result in a collective working memory effect where social interactions may serve to …


Podcasts In Science Classrooms: Storytelling For All Ears!, Sumeet Kulkarni, Brooke A. Whitworth Aug 2022

Podcasts In Science Classrooms: Storytelling For All Ears!, Sumeet Kulkarni, Brooke A. Whitworth

Publications

Podcasts offer a unique tool in making science learning informative, engaging, and entertaining. They provide an excellent way to incorporate storytelling in science instruction. Podcasts can be accessed easily and free of cost on any internet-enabled device. Recording podcasts is also easy and inexpensive, making them useful to record lesson summaries and other content for revision. This article outlines different ways of using podcasts in the teaching and learning process. To support informal learning, podcasts typically cover cross-disciplinary issues that are relevant to present times as well as those important to local communities. They also feature interviews with researchers who …


An Investigation Of Active Learning On Students' Understanding Of Infinite Series Convergence, Zachary Coverstone Aug 2022

An Investigation Of Active Learning On Students' Understanding Of Infinite Series Convergence, Zachary Coverstone

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

Many students encounter infinite series for the first time as part of their single-variable calculus coursework. As part of this initial engagement with infinite series convergence, students grapple with infinity in ways that they haven't had to before. For instance, the fact that summing infinitely many terms sometimes yields a finite value, but at other times diverges, poses significant conceptual challenges.

I recently designed and implemented a curriculum for second-semester calculus centered in doing problems to help students develop ideas surrounding infinite series convergence, rather than using direct instruction. The unit design was patterned after a workshop at the Park …


Investigating Elementary School Students’ Reasoning About Dynamic Angles, Erell Germia Aug 2022

Investigating Elementary School Students’ Reasoning About Dynamic Angles, Erell Germia

Theses, Dissertations and Culminating Projects

Angle measurement is a significant topic in almost all areas of mathematics learning and also in many disciplines outside mathematics education, such as engineering and architecture. According to the literature, there are three common conceptions of angles – as union of rays, rotations, and wedges. Researchers argued that students must consider these three angle concepts together to construct a meaningful understanding of angles. However, the curriculum standards for mathematics often present these angle conceptions separately to students, probably resulting in a fragmented understanding of the angle concept. In addition to this problem, the research literature documents multiple alternative conceptions that …