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Articles 2311 - 2340 of 19255

Full-Text Articles in Science and Mathematics Education

Implementation Of A Tier Ii Math Intervention Program, Taylor Torres Jul 2022

Implementation Of A Tier Ii Math Intervention Program, Taylor Torres

Master's Theses & Capstone Projects

The impact of COVID-19 has been detrimental to student success. School closings reduced learning for all students but especially for primary students who missed critical foundational skills. Tier II math interventions within the MTSS framework show evidence of growth for students of all ages and needs. This research-based approach is a logical response to combatting the damage caused by the pandemic. Several successful research studies on mathematics intervention will provide promise of replication in other schools. This school improvement plan will outline actions toward implementing Tier II math interventions in a rural Iowa elementary school.

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Exploring The Educational And Psychological Impacts Of Peer Led Team Learning And Cyber Peer Led Team Learning On Undergraduate Students In A Large-Enrollment Introductory Biology Course, Mariah Claire Maxwell Jul 2022

Exploring The Educational And Psychological Impacts Of Peer Led Team Learning And Cyber Peer Led Team Learning On Undergraduate Students In A Large-Enrollment Introductory Biology Course, Mariah Claire Maxwell

Theses - ALL

Peer Led Team Learning (PLTL) is a well-studied active learning model that is associated with improved educational outcomes for students. The introductory biology course at Syracuse University (SU) has a well-established PLTL program, and published research stemming from this program has shown that PLTL has positive impacts on the short- and long-term retention of underrepresented minority (URM) students in STEM. However, there are additional data regarding potential benefits of the PLTL program for women and first-generation college students that have yet to be published. In this thesis, I present previously unpublished data indicating that women and first-generation college students who …

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Access To Online Formative Assessments In Introductory Biology Courses: Investigating Barriers To Student Engagement, Allison M. Upchurch Jul 2022

Access To Online Formative Assessments In Introductory Biology Courses: Investigating Barriers To Student Engagement, Allison M. Upchurch

School of Biological Sciences: Dissertations, Theses, and Student Research

Instructors use a variety of online formative assessment (FA) activities to support learning outside of class. Previous studies have revealed barriers for students in online courses, but little is known about the barriers students experience when completing online FA assignments. Understanding these barriers to access is critical to fostering more inclusive learning for all students. Using a framework from previous work in online learning, we examined student perceptions of online FA access with respect to five barrier categories: technical resources, instructor organization, social interactions, personal engagement, and learning environment. We developed and administered a survey to over 1200 undergraduate biology …

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Teachers’ Beliefs On The Implementation Of Online Speaking Class During Pandemic, Fierda Aulya Mantika, Johannes Ananto Prayogo Jun 2022

Teachers’ Beliefs On The Implementation Of Online Speaking Class During Pandemic, Fierda Aulya Mantika, Johannes Ananto Prayogo

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The focus of this research is to understand how the teachers’ beliefs that the teachers have before they teaching speaking class. Moreover, the teacher will teach with a method whereas the teachers and students only using internet to connected with each other by using laptops. The data were collected by using questionnaire, observation and interview. In order to understand this research mixed method research is used to analyze the data. The result shows that teachers’ beliefs that the teachers have is in line with the actual practice in the classroom.

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Measuring Creativity In The Fermi Problem, A Type Of Mathematical Modeling, Applying Information Theory, Hidemichi Okamoto Jun 2022

Measuring Creativity In The Fermi Problem, A Type Of Mathematical Modeling, Applying Information Theory, Hidemichi Okamoto

Journal of Educational Technology Development and Exchange (JETDE)

Many methods of measuring creativity have been studied - mainly in psychology. In recent years, there have been attempts to incorporate such creativity into mathematical modelling, a topic handled in mathematics education. Accordingly, some studies have been trying to assess creativity in it. However, there have been no clear criteria or formulas that can be used for any problem, since a rubric has been created for each problem and evaluated individually. In the present study, to measure creativity in the Fermi problem, a type of mathematical modelling, a formula that applies information theory used in information science is proposed and …

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Validasi Pengembangan Modul Pembelajaran Ppkn Berbasis Mobile Untuk Meningkatkan Keterampilan Sosial Siswa Kelas Xi Sma, Fella Farikhatus Sholikhah, Triana Rejekiningsih, Leo Agung Sutimin Jun 2022

Validasi Pengembangan Modul Pembelajaran Ppkn Berbasis Mobile Untuk Meningkatkan Keterampilan Sosial Siswa Kelas Xi Sma, Fella Farikhatus Sholikhah, Triana Rejekiningsih, Leo Agung Sutimin

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The purpose of the research is to develop and validate the product in form a mobile-based module on Civics subjects. This study adopt the ADDIE model development design (Analysis, Design, Development, Implementation, and Evaluation). Validation and assessment from the validator, consist of: 1) validation from material experts obtained an average score of 3.72 qualified "Good"; 2) through media expert validation obtained an average score of 5.00 including the qualification "Very Good"; and 3) The total results obtained from the average score from the assessments of material experts and media experts related to the product being developed showed a result of …

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Efektivitas Pembelajaran Stem Dengan Model Pjbl Terhadap Kreativitas Dan Pemahaman Konsep Ipa Siswa Sekolah Dasar, Indah Yulaikah, Sri Rahayu, Parlan Parlan Jun 2022

Efektivitas Pembelajaran Stem Dengan Model Pjbl Terhadap Kreativitas Dan Pemahaman Konsep Ipa Siswa Sekolah Dasar, Indah Yulaikah, Sri Rahayu, Parlan Parlan

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to examine the effectiveness of STEM learning with the PjBL model on creativity and conceptual understanding of elementary school students. The Research design used in this study is a quasi-experimental design. The research subjects were 60 elementary school students who were divided into 2 homogeneous classes, consisting 30 students in the experimental class and 30 students in the experimental class. Students in the control class were taught by conventional methods and in the experimental class were taught by STEM learning with the PjBL model. Creativity data was taken with a creativity test instrument with a reliability of …

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Beguru: Menggali Prinsip-Prinsip Penyiapan Sarana Dan Prasarana Pendidikan Dalam Kearifan Lokal Sasak, Lalu Sumardi, Dwi Wahyudiati Jun 2022

Beguru: Menggali Prinsip-Prinsip Penyiapan Sarana Dan Prasarana Pendidikan Dalam Kearifan Lokal Sasak, Lalu Sumardi, Dwi Wahyudiati

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The purpose of this research is to explore the principles of beguru in preparing educational facilities and infrastructure. This study used a naturalistic approach with ethnograpi types. Data collection was done using ethnographic interview techniques. To maintain the validity of the data, triangulation of data sources and time is carried out. The collected data was analyzed using an interactive model which consists of three stages, namely; data condensation, data display, and conclusion. Based on the analysis technique found 3 principles of beguru in the preparation of educational facilities and infrastructure, namely; principles of comfort and tranquility, principles of availability and …

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Compatibility Of Learning Competency Achievement Indicators In Electronic School Book (Esb) Indonesian High School With Critical Thinking Aspects, Imam Safi’I, Ade Hikmat, Ade Eka Anggraini, Sobri Sobri Jun 2022

Compatibility Of Learning Competency Achievement Indicators In Electronic School Book (Esb) Indonesian High School With Critical Thinking Aspects, Imam Safi’I, Ade Hikmat, Ade Eka Anggraini, Sobri Sobri

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The purpose of writing this article is to describe the level of conformity and diversity of development indicators of competency achievement in Indonesian high school BSE with critical thinking aspects emphasized by the Directorate. PSMA Directorate General of Primary and Secondary Education (2017). The method used in this research is content analysis. The research procedure used refers to Huberman & Saldaña (2018). The results showed that in the BSE class X there were 79 items, in class XI as many as 64, and in class XII as many as 55 items. The development of indicators of competency achievement in BSE …

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High Quality, Equity, And Assessment: An Analysis Of Variables Impacting English Learner Standardized Science Test Performance And Implications For Construct Validity, Maria Del Carmen Salazar, Joanna K. Bruno, Melissa P. Schneider Jun 2022

High Quality, Equity, And Assessment: An Analysis Of Variables Impacting English Learner Standardized Science Test Performance And Implications For Construct Validity, Maria Del Carmen Salazar, Joanna K. Bruno, Melissa P. Schneider

Curriculum and Instruction: Faculty Scholarship

In the United States, assessment is seen as a lever that can facilitate high-quality education. This study on English learners, students whose native language is not English, was based on data from eighth-grade English learners’ performance on science general and content-specific (physical, life, and earth science) standardized exams and an English language proficiency exam. The researchers utilized regression analysis to examine factors (i.e., socioeconomic status, home language, English language proficiency, and receptive and productive elements of language) that are predictive of English learner performance in general and content-specific science standardized assessments to identify implications for construct validity of high-stakes science …

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Career Advancement Of Women In Engineering Disciplines At Two-Year Degree Institutions: Documenting Challenges And Potential Solutions To Raise Inclusivity, Kimberly Luthi Jun 2022

Career Advancement Of Women In Engineering Disciplines At Two-Year Degree Institutions: Documenting Challenges And Potential Solutions To Raise Inclusivity, Kimberly Luthi

Publications

Institutions of higher education that offer two-year degrees have student-centered missions with support structures to address the unique needs of a diverse student body [14]. Many two-year degree institution types are open access and have institutional priorities focused on increasing diversity and inclusive practices among both the students and faculty [1]. Although the inclusion of women traditionally underrepresented in STEM disciplines in higher education settings is a national concern, the advancement of women at institutions that offer support networks and institutional practices such as two-year degree institutions contribute to women’s advancement and diversity in the talent pipeline. This research study …

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Equity In Engineering Education: The Experiences Of Non-Traditional Students In Introductory Engineering Courses With Peer Learning Support, Kimberly T. Luthi, Mohua Kar Jun 2022

Equity In Engineering Education: The Experiences Of Non-Traditional Students In Introductory Engineering Courses With Peer Learning Support, Kimberly T. Luthi, Mohua Kar

Publications

This paper seeks to examine one aspect of the pilot research study entitled, “Engagement in Engineering Pathways: An Initiative to Retain Non-Traditional Students in Engineering” funded by the National Science Foundation Improving Undergraduate STEM Education grant program (Award No. 1712008). This three-year study examines the effect of the use of Peer-Led Team Learning (PLTL) on students’ academic performance, STEM experiences, and persistence in engineering programs [2]. The data collected is from May 2018- May 2020. The present study population is undergraduate engineering students at a multi-campus, federally designated Hispanic-serving, public, two-year college in the southeastern U.S. This paper will specifically …

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Building Undergraduate Research In A Fully Online Engineering Program, Robert Deters, Brent Terwilliger, Emily Faulconer, Kelly A. George Jun 2022

Building Undergraduate Research In A Fully Online Engineering Program, Robert Deters, Brent Terwilliger, Emily Faulconer, Kelly A. George

Publications

This paper describes the creation and implementation of the support network of the Research Scholars Program at the Worldwide campus of Embry-Riddle Aeronautical University. Funded by an NSF IUSE grant, the purpose of this new program is to increase the opportunity for online engineering and engineering technology students to participate in undergraduate research. Studies have shown that participation in research can have an important impact on students, though online students are likely underrepresented in undergraduate research. The Research Scholars Program uses existing support systems of the campus while also building new components. These new components developed for this project are …

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Math & Machining: Curricular Connections For The Classroom, Kelly W. Remijan Jun 2022

Math & Machining: Curricular Connections For The Classroom, Kelly W. Remijan

Publications & Research

No abstract provided.

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Sameness In Algebra: Views Of Isomorphism And Homomorphism, Rachel Rupnow, Peter Sassman Jun 2022

Sameness In Algebra: Views Of Isomorphism And Homomorphism, Rachel Rupnow, Peter Sassman

Faculty Articles, Papers, and Other Scholarship

Isomorphism and homomorphism are topics central to abstract algebra, but research on mathematicians’ views of these topics, especially with respect to sameness, remains limited. This study examines open response survey data from 197 mathematicians on how sameness could be helpful or harmful when studying isomorphism and homomorphism. Using thematic analysis, we examined whether sameness was viewed as helpful or harmful for isomorphism and homomorphism before examining rationales for those views. Making use of values of the mathematical community, we note that mathematicians saw conceptual and pedagogical benefits to connecting isomorphism and sameness, which connects to leveraging intuition and valuing ways …

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Science Learning From The School Garden Through Participatory Action Research In Nepal, Kamal Prasad Acharya, Chitra Bahadur Budhathoki, Milan Acharya Jun 2022

Science Learning From The School Garden Through Participatory Action Research In Nepal, Kamal Prasad Acharya, Chitra Bahadur Budhathoki, Milan Acharya

The Qualitative Report

Nepal's NORHED/Rupantaran project designed and developed participatory action research through school gardening. This study explored the ways for the community schools, science teachers and basic level (grade five to eight) students to foster a sense of agency in the school science curriculum through life-based experiential learning. Qualitative research design on thematic and verbatim methods are used to collect and analyze the data in this study. The findings show that school gardening activities are helpful and productive for science teaching and learning. The evidence from participatory action research experiences in actual school settings would provide new insights for policymakers to transform …

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Bbt Side Mold Assy, Bill Hemphill Jun 2022

Bbt Side Mold Assy, Bill Hemphill

STEM Guitar Project’s BBT Acoustic Kit

This electronic document file set covers the design and fabrication information of the ETSU Guitar Building Project’s BBT (OM-sized) Side Mold Assy for use with the STEM Guitar Project’s standard acoustic guitar kit. The extended 'as built' data set contains an overview file and companion video, the 'parent' CADD drawing, CADD data for laser etching and cutting a drill &/or layout template, CADD drawings in AutoCAD .DWG and .DXF R12 formats of the centerline tool paths for creating the mold assembly pieces on an AXYZ CNC router, and support documentation for CAM applications including router bit specifications, feeds, speed, multi-pass …

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Sameness In Mathematics: A Unifying And Dividing Concept, Rachel Rupnow, Brooke Randazzo, Eric Johnson, Peter Sassman Jun 2022

Sameness In Mathematics: A Unifying And Dividing Concept, Rachel Rupnow, Brooke Randazzo, Eric Johnson, Peter Sassman

Faculty Articles, Papers, and Other Scholarship

While many aspects of the teaching and learning of specific advanced mathematics courses have been studied, limited work has examined mathematical themes like sameness or its instantiations across disciplines. In this paper, we explore algebraists’ collective example space for mathematical sameness. We used qualitative methods to analyze survey responses from 197 algebraists in order to identify specific mathematical concepts that the algebraists associated with sameness and relevant factors to consider when determining sameness of objects. Using variation theory, we introduce the notion of a community example space for algebraists to highlight specific dimensions of variation in sameness as well as …

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Virtual Expeditions Facilitated By Open Source Solutions Broaden Student Participation In Natural History Research, Richelle L. Tanner, Talia Y. Moore Jun 2022

Virtual Expeditions Facilitated By Open Source Solutions Broaden Student Participation In Natural History Research, Richelle L. Tanner, Talia Y. Moore

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

From its genesis in the Victorian era as an activity for the elite to today's emphasis on “Big Data” and continuous monitoring, natural history has a prominent role in scientific discoveries for many fields. However, participation in field expeditions is limited by funding, space, accessibility, and safety constraints. Others have detailed the active exclusion of minoritized groups from field expeditions and harm/discrimination faced by the few who do participate, but we provide one solution to broaden opportunities for participation in natural history: Virtual Expeditions. Virtual Expeditions are broadly defined as open source, web-facilitated research activities designed to analyze bulk-collected digital …

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Discourse In Inquiry Science Classrooms, Diisc, Version 2.0 (User’S Manual For An Observation Research Instrument), Elizabeth B. Lewis, Dale R. Baker, Lyrica L. Lucas, Amy Tankersley, Elizabeth Hasseler, Ana Rivero, Brandon Helding Jun 2022

Discourse In Inquiry Science Classrooms, Diisc, Version 2.0 (User’S Manual For An Observation Research Instrument), Elizabeth B. Lewis, Dale R. Baker, Lyrica L. Lucas, Amy Tankersley, Elizabeth Hasseler, Ana Rivero, Brandon Helding

Department of Teaching, Learning, and Teacher Education: Faculty Publications

This is a user's manual for the externally validated Version 2.0 of the Discourse in Science Inquiry Classrooms (DiISC) instrument. The instrument is best suited for use in conducting research in secondary (grades 6-12) science classrooms that focuses on teachers' instructional practices, but can also be used as a professional development tool for teacher self-reflection and identifying goals for instructional change. The DiISC Version 2.0 is aligned with a model of a scientific classroom discourse community and articulated characteristics of social constructivist lessons in the categories of inquiry, oral and written discourse, and academic language development and essential learning principles.

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Student Research To Publication Toolkit, Sowmya Anjur, Jean Bigger Jun 2022

Student Research To Publication Toolkit, Sowmya Anjur, Jean Bigger

IMSA Innovation Grant

This interactive toolkit provides links to Opportunities for students at IMSA that are supplemental to the Academic Program and support student research and scholarship. * STEM / CLED Focus or Led

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Collaborative Learning With A Geometry Video Game: The Role Of Elaboration And Game Design In Motivation And Learning, Ethlyn Saltzman Jun 2022

Collaborative Learning With A Geometry Video Game: The Role Of Elaboration And Game Design In Motivation And Learning, Ethlyn Saltzman

Dissertations, Theses, and Capstone Projects

The study examined the effects of a new game mechanic on collaborative learning and mathematical discourse when playing a digital geometry puzzle game. For this study, two new versions of the game “Noobs vs. Leets” were developed. Both versions of the game teach the concepts of complementary and supplementary angles and the angle sum theorem of triangles. It was hypothesized that the version of the game that included a game mechanic that allow players to manipulate the angles, thus creating a more open-ended task, would be more intrinsically motivating, promote elaboration of the geometric concepts, and lead to greater learning …

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The Experiences Of Undergraduate Saudi Students In The Stem Trajectory: A Closer Look At Major Choice And Persistence Intentions, Manal Almalki Jun 2022

The Experiences Of Undergraduate Saudi Students In The Stem Trajectory: A Closer Look At Major Choice And Persistence Intentions, Manal Almalki

Dissertations

STEM fields (Science, Technology, Engineering, and Mathematics) are a key source of economic progress in many countries. As the Kingdom of Saudi Arabia works toward an innovative and knowledgeable economy, more qualified national professionals in STEM are needed. Nevertheless, the problem of STEM attrition is still insufficiently explored in Saudi Arabia, which may indicate a gap between skills of the Saudi workforce and the country’s need for economic development. Therefore, this study attempts to provide more information about the STEM trajectory in Saudi Arabia, underline possible attrition points that require more attention, deliver a better understanding of the factors that …

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Addressing The Body Mass Index Using A Teaching Math For Social Justice Lens, Riley J. Wolfe Jun 2022

Addressing The Body Mass Index Using A Teaching Math For Social Justice Lens, Riley J. Wolfe

University Honors Theses

Teaching Math for Social Justice (TMSJ) lessons are designed to explain math in social justice contexts. TMSJ leads to better engagement with math content by providing relevant contexts. Because the field is so new, there are math topics not yet covered and areas of social justice that also have gone unaddressed by TMSJ. One of these topics is the problem of weight discrimination. This paper will explain how Body Mass Index (BMI) can be used as a jumping off point to introduce the issue of weight discrimination. Then, a detailed lesson plan is provided which connects the historical origin of …

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Using Twitter To Enhance Secondaryschool Student's Vocabularyachievement, Uswatun Hasanah, Mirjam Anugerahwati May 2022

Using Twitter To Enhance Secondaryschool Student's Vocabularyachievement, Uswatun Hasanah, Mirjam Anugerahwati

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This paper examined the effectiveness of Twitter to enhance the students’ vocabulary achievement, because vocabulary is considered to have an important role in increasing students’ academic achievement and skills. It employed a quasi-experimental design and involved 64 students which divided into control and experimental group. The findings of the research discovered that both of group increased their achievement; however the students in experimental group get higher score than control group. The students in the control group were categorized as students with “good” achievement, while the students in the experimental were students with “very good” achievement.

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Penguatan Keterampilan Mahasiswa Melalui Penggunaan Schoology Dan Instagram Dalam Pembelajaran Pancasila Di Era Pandemi Covid-19, Mohammad Nur Huda, Mukhamad Murdiono, Ahmad Muhibbin May 2022

Penguatan Keterampilan Mahasiswa Melalui Penggunaan Schoology Dan Instagram Dalam Pembelajaran Pancasila Di Era Pandemi Covid-19, Mohammad Nur Huda, Mukhamad Murdiono, Ahmad Muhibbin

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This research aims to describe the strengthening of student skills through the use of Schoology and Instagram in learning Pancasila in the era of the Covid-19 pandemic. The research design used was a case study qualitative research. Data collection tools in this study were interview guides, observation, and document study. The validity of the data in this study used triangulation of sources and techniques. The data analysis technique in this study is a flow model. The results showed that strengthening student skills including critical thinking, communication, collaboration, and creativity was carried out through the use of Schoology and Instagram in …

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Integrating The Technology In Teaching And Learning Process Through Digital Media Creation As A Way To Improve Indonesian Eyl Teachers’ Competence, Shirly Rizki Kusumaningrum, Utami Widiati, Khoirul Anwar, Hernik Farisia May 2022

Integrating The Technology In Teaching And Learning Process Through Digital Media Creation As A Way To Improve Indonesian Eyl Teachers’ Competence, Shirly Rizki Kusumaningrum, Utami Widiati, Khoirul Anwar, Hernik Farisia

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Now that the spread of COVID-19 is still high and the teaching and learning process should be continued to be conducted at homes, but it seems that some teachers – in this case EYL teachers– are not ready to integrate various digital platforms. It is necessary for us to respond to the need of investigating technology readiness of English for young learners teachers in teaching during this COVID-19 pandemic. It is strongly important to reveal the teachers’ technology readiness as it plays vital role, especially during this pandemic —when the only thing that the teachers and the students can do …

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Pengembangan Augmented Reality (Ar) Berbasis Android Pada Pembelajaran Pemodelan Bangun Ruang 3d, Rahmania Sri Untari, Fitria Nur Hasanah, Mahardika Darmawan Kusuma Wardana May 2022

Pengembangan Augmented Reality (Ar) Berbasis Android Pada Pembelajaran Pemodelan Bangun Ruang 3d, Rahmania Sri Untari, Fitria Nur Hasanah, Mahardika Darmawan Kusuma Wardana

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The purpose of this research and development is to obtain empirical findings about the development of Android-based Augmented Reality (AR) and measure the effectiveness of using AR to improve problem solving skills in learning 3D spatial modeling at SD Muhammadiyah 3 Surabaya. The development model used is the ADDIE model. Based on the results of validation by material and media experts, it shows that Android-based AR is very good and feasible to be implemented in elementary school students. The average validation result of material experts and experts is 4.9. There is a significant effect between problem solving ability before being …

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Revealing Attitude And Motivation Of Young Efl Learners Through Metaphor Analysis: Learning English In The Crisis Time, Yossy Sunda Permatasari, Sri Rachmajanti, Utari Praba Astuti May 2022

Revealing Attitude And Motivation Of Young Efl Learners Through Metaphor Analysis: Learning English In The Crisis Time, Yossy Sunda Permatasari, Sri Rachmajanti, Utari Praba Astuti

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aimed to find out learners’ attitude and motivation toward online English learning during COVID-19 outbreak. Eight first graders were involved in an interview session to reveal their perspectives through metaphor. The results of metaphor analysis showed that the learners have low motivation and attitude although they tend to get good score in English subject. Due to many obstacles in its implementation, students, teacher, and parents hope that the English teaching and learning activities can be done face-to-face completely to result in effective learning process.

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Developing A Natural Language Processing Approach For Analyzing Student Ideas In Calculus-Based Introductory Physics, Jon M. Geiger, Lisa M. Goodhew, Tor Ole B. Odden May 2022

Developing A Natural Language Processing Approach For Analyzing Student Ideas In Calculus-Based Introductory Physics, Jon M. Geiger, Lisa M. Goodhew, Tor Ole B. Odden

Honors Projects

Research characterizing common student ideas about particular physics topics has made a significant impact on university-level physics teaching by providing knowledge that supports instructors to target their instruction and by informing curriculum development. This work utilizes a Natural Language Processing algorithm (Latent Dirichlet Allocation, or LDA) to categorize student ideas, with the goal of significantly expediting the process of categorizing student ideas. We preliminarily test the LDA approach by applying the algorithm to a collection of introductory physics student responses to a conceptual question about circuits, specifically attending to whether it is useful for characterizing conceptual resources, or student ideas …

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