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All Journal Jurnal Pendidikan Matematika dan IPA Jurnal Infinity Kreano, Jurnal Matematika Kreatif-Inovatif Rekayasa: Jurnal Penerapan Teknologi dan Pembelajaran AlphaMath: Journal of Mathematics Education Phenomenon : Jurnal Pendidikan MIPA Journal of Research and Advances in Mathematics Education Educational Management PRISMA Aptisi Transactions on Technopreneurship (ATT) Unnes Journal of Mathematics Education Research Journal of Primary Education Jurnal Pendidikan Edutama ANARGYA: Jurnal Ilmiah Pendidikan Matematika Vygotsky: Jurnal Pendidikan Matematika dan Matematika Jurnal Pendidikan dan Konseling Imajiner: Jurnal Matematika dan Pendidikan Matematika JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Edunesia : jurnal Ilmiah Pendidikan Jurnal Math-UMB.EDU Mosharafa: Jurnal Pendidikan Matematika Journal Evaluation in Education (JEE) INTERNATIONAL JOURNAL OF EDUCATION, INFORMATION TECHNOLOGY, AND OTHERS Unnes Journal of Mathematics Education Jurnal Didactical Mathematics Journal of General Education and Humanities Prosiding Seminar Nasional Pascasarjana Proceeding of International Conference on Science, Education, and Technology Seminar Nasional Hasil Penelitian LP2M UNM Journal of Innovative and Creativity JRAMathEdu (Journal of Research and Advances in Mathematics Education) Hipotenusa: Journal of Mathematical Society Jurnal Infinity Jurnal Abdimas Jurnal Pendidikan MIPA Jurnal Pendidikan Progresif Himpunan: Jurnal Ilmiah Mahasiswa Pendidikan Matematika Journal of Computer Science and Technology Application Media Pendidikan Matematika Edumaspul: Jurnal Pendidikan Jurnal Didaktik Matematika Unnes Journal of Mathematics Education Research
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Analisis Kesulitan Siswa SMP dalam Memecahkan Masalah Statistika Berdasarkan Tahapan Polya Nursyahidah, Farida; Wardono, Wardono; Mariani, Scolastika; Wijayanti, Kristina
Imajiner: Jurnal Matematika dan Pendidikan Matematika Vol 8, No 3 (2026): Imajiner: Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/imajiner.v8i3.27503

Abstract

Mathematical problem-solving skills are essential competencies in 21st-century education, particularly in statistics, where students must interpret data, analyze variability, and make informed decisions. However, many students experience significant difficulties when solving statistical problems. This study aims to analyze students' difficulties in solving statistical problems based on Polya's four stages of problem-solving: understanding the problem, developing a plan, implementing the plan, and looking back. This study uses a descriptive qualitative approach with 70 junior high school students in Semarang as subjects selected using a purposive sampling technique. Data were collected through written tests and semi-structured interviews. The findings revealed that students experienced difficulties in solving statistical problems based on Polya's stages were 45% of students were unable to complete the understanding stage, especially in identifying known information and organizing important information needed; 55% of students had difficulties at the planning stage, especially in selecting appropriate statistical procedures; 61% of students still had difficulties at the implementing stage of the plan; and 66% of students still had difficulties at the re-examination stage. This study provides implications for the development of integrated learning designs with real-world contexts and technology that emphasize structured problem-solving processes, thereby improving students' problem-solving abilities.
Mapping Students’ Creative Thinking in Geometry: A Cognitive Style-Based Needs Analysis Hendri Handoko; St Budi Waluya; Wardono Wardono; Sugiman Sugiman
Journal of General Education and Humanities Vol. 5 No. 2 (2026): April
Publisher : MASI Mandiri Edukasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58421/gehu.v5i2.1310

Abstract

Creative thinking is a key objective in geometry learning, yet prior studies have focused more on instructional interventions than on students’ initial profiles. This study aims to map students’ creative thinking in geometry and examine its variation across cognitive styles. A descriptive survey with comparative analysis was conducted involving 62 undergraduate students at UIN Siber Syekh Nurjati Cirebon. Creative thinking was measured using the Creative Thinking in Geometry Test (CTGT), covering fluency, flexibility, originality, and elaboration, while cognitive styles were classified into Field Independent (FI) and Field Dependent (FD). Data were analyzed using descriptive statistics and independent samples t-tests. The results indicate uneven performance across the dimensions, with fluency the highest and originality the lowest. Most students demonstrated moderate levels of creative thinking. FI students performed significantly better in fluency, flexibility, and originality than FD students, while no significant difference was found in elaboration. These findings suggest that cognitive style influences students’ engagement with geometry tasks and highlight the importance of identifying students’ initial profiles to inform instructional design.
The Challenge Of Learning Statistical Literacy In Higher Education: A Systematic Literature Review Zulqoidi R. Habibie; Kartono; Wardono; Iqbal Kharisudin
Hipotenusa: Journal of Mathematical Society Vol. 7 No. 1 (2025): Hipotenusa : Journal of Mathematical Society
Publisher : Program Studi Tadris Matematika Universitas Islam Negeri (UIN) Salatiga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18326/hipotenusa.v7i1.3372

Abstract

This study aims to look deeper into the definition of statistical literacy (SL) and learning challenges to improve SL, as SL has become essential for students to face the era of data disruption and quantitative information. Previous research has investigated the level of elementary to high school students. Not many still discuss the definition of SL in students in higher education and what challenges teachers need to prepare for in improving SL. The research questions of this study are as follows: 1) What is the distribution of SL definitions often used in higher education? 2) What challenges will be faced in improving SL? This study was a systematic review of 10 articles with inclusion criteria. The article search was assisted by Publish Or Perish (PoP) software by entering the keyword "SL" in the "title words" in the Scopus search and specifying the year “2018-2023”. The results of this study found that 1) The ability to comprehend, interpret, evaluate critically, communicate, describe, organize, generalize, hypothesize, and visualize statistical data and information is frequently emphasized as constituting SL.; 2) The challenge in improving SL is that educators can develop learning models with a contextual approach and the development of evaluation tools with a contextual approach. In future research, the author suggests that research can be conducted to develop learning models that can improve SL at the college level based on a contextual approach.
Analysis Enhancing Math Problem Solving Skills in Slow Learners: The Impact of Differentiated Learning and Educational Games: Analysis of Math Problem Solving Skills in Slow Learner Students in Elementary School Agung Firmansyah; Wardono Wardono; Isnarto Isnarto
Mosharafa: Jurnal Pendidikan Matematika Vol. 14 No. 4 (2025): October
Publisher : Department of Mathematics Education Program IPI Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31980/mosharafa.v14i4.2518

Abstract

Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor yang memengaruhi kemampuan pemecahan masalah matematika siswa lamban belajar di tingkat sekolah dasar. Secara khusus, penelitian ini mengeksplorasi dampak metode pembelajaran diferensiasi dan media permainan edukatif serta alat bantu pembelajaran konkret terhadap peningkatan pemahaman dan keterampilan siswa lamban belajar dalam memecahkan masalah matematika. Penelitian ini dilakukan dengan menggunakan desain pretest-posttest dengan empat siswa dalam lingkungan yang terkontrol. Hasil penelitian menunjukkan peningkatan yang signifikan dalam kemampuan pemecahan masalah matematika siswa setelah penerapan pendekatan konten terdiferensiasi dan media edukatif. Hasil pretest dan posttest menunjukkan peningkatan rata-rata sebesar 22,5 poin pada seluruh siswa, yang menyoroti dampak positif dari intervensi tersebut. Selain itu, penggunaan balok Dienes sebagai alat bantu pengajaran konkret secara signifikan membantu siswa lamban belajar menghubungkan konsep matematika abstrak dengan objek konkret, sehingga meningkatkan keterampilan berhitung mereka. Lebih lanjut, penerapan permainan edukatif labirin matematika terbukti efektif dalam meningkatkan motivasi dan keterlibatan siswa, dengan tingkat kepuasan siswa sebesar 79,9%. Secara praktis, temuan ini dapat menjadi rujukan bagi guru sekolah dasar dalam merancang pembelajaran matematika yang lebih diferensiatif, konkret, dan interaktif untuk mendukung kebutuhan belajar siswa lamban belajar. This study aims to identify the factors influencing the mathematical problem-solving abilities of slow learner students at the primary school level. Specifically, the study explores the impact of differentiated instructional methods, educational game-based media, and concrete learning aids on improving the understanding and skills of slow learners in solving mathematical problems. The research employed a pretest–posttest design involving four students in a controlled setting. The findings indicate a significant improvement in students’ mathematical problem-solving abilities following the implementation of differentiated content approaches and educational media. The pretest and posttest results show an average increase of 22.5 points across all students, highlighting the positive impact of the intervention. Furthermore, the use of Dienes blocks as concrete instructional aids significantly helped slow learners to connect abstract mathematical concepts with tangible objects, thereby enhancing their numeracy skills. In addition, the implementation of an educational mathematics maze game proved effective in increasing students’ motivation and engagement, with a student satisfaction rate of 79.9%. Practically, these findings may serve as a reference for primary school teachers in designing more differentiated, concrete, and interactive mathematics instruction to better support the learning needs of slow learner students.
Use Of Augmented Reality as an Alternative Media for Learning Mathematics: A Systematic Literature Review Dina Prasetyowati; Wardono Wardono; Scolastika Mariani; Nuriana Rachmani Dewi
Mosharafa: Jurnal Pendidikan Matematika Vol. 14 No. 3 (2025): July
Publisher : Department of Mathematics Education Program IPI Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31980/mosharafa.v14i3.3536

Abstract

Teknologi Augmented Reality (AR) kini menjadi tren yang berkembang di bidang pendidikan. Augmented Reality mempunyai kemampuan untuk menggabungkan dunia digital dan dunia nyata yang kemudian mengarah pada munculnya kemungkinan-kemungkinan baru dalam meningkatkan kualitas kegiatan belajar mengajar. Studi ini bertujuan untuk memahami seberapa efektif penggunaan Augmented Reality sebagai media alternatif dalam pembelajaran matematika di lembaga pendidikan. Studi ini menerapkan metode Systematic Literature Review (SLR) dengan mengumpulkan artikel-artikel dari berbagai jurnal internasional maupun nasional menggunakan kata kunci yang sudah ditetapkan. Terdapat 231 artikel yang ditemukan pada tahap awal pencarian dengan total 23 artikel yang memenuhi kriteria inklusi dan eksklusi. Hasilnya pemanfaatan AR dalam pendidikan matematika telah diterapkan dan diterapkan sebagai media pendukung pembelajaran interaktif di berbagai tingkatan mulai dari sekolah dasar hingga perguruan tinggi. Temuan dari ulasan ini mendukung literatur mengenai pemanfaatan Augmented Reality sebagai media alternatif dalam pembelajaran matematika. Augmented Reality (AR) technology has become an emerging trend in the field of education. AR is capable of integrating digital elements with the real environment, thereby creating new opportunities to enhance the quality of teaching and learning processes. This study aims to understand how effective the use of Augmented Reality as an alternative media in mathematics learning in educational institutions is. This study applies the Systematic Literature Review (SLR) method by collecting articles from various international and national journals using predetermined keywords. There were 231 articles found in the initial stage of the search with a total of 23 articles meeting the inclusion and exclusion criteria. The results show that AR has been applied and implemented in mathematics education as a supporting media for interactive learning at various levels, from elementary school to university. The findings of this review support the literature on the use of Augmented Reality as an alternative medium in mathematics learning.
Eksplorasi Literasi Matematika Peserta Didik SMP Negeri 1 Pangenan Berdasarkan Tingkat Motivasi Intrinsik: Indonesia Muhamad Rizki Subarkah; Wardono; Bambang Eko Susilo
Media Pendidikan Matematika Vol. 13 No. 2 (2025): J-MPM
Publisher : Program Studi Pendidikan Matematika, FSTT, Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/mpm.v13i2.17582

Abstract

Mathematical literacy is an essential 21st-century competency. However, national assessment results and international studies such as PISA indicate that Indonesian students’ mathematical literacy remains below the average. A similar condition was found at SMP Negeri 1 Pangenan, where this research was conducted. Based on an intrinsic motivation questionnaire administered to 34 students, their motivation levels were classified into three categories: high (), medium (), and low (). This study aims to explore students’ mathematical literacy skills based on their levels of intrinsic motivation. The research employed a qualitative descriptive–exploratory approach. The subjects were selected using purposive sampling, consisting of six eighth-grade students representing each level of intrinsic motivation. Data were collected through intrinsic motivation questionnaires, mathematical literacy tests, semi-structured interviews, classroom observations. Data were analyzed through the stages of data reduction, data display, conclusion drawing. The findings show that: (1) Students with high intrinsic motivation demonstrated excellent performance in almost all components of mathematical literacy, accompanied by strong learning control, self-confidence, and full engagement. (2) Students with medium intrinsic motivation showed fairly good but inconsistent performance, particularly in reasoning, the use of symbols. Their learning control and self-confidence were not yet stable. (3) Students with low intrinsic motivation tended to perform at a fair to low level, with weak motivation and low engagement. These findings indicate that there are clear differences in mathematical literacy performance based on students’ levels of intrinsic motivation. This study recommends implementing learning approaches that take motivational variations into account to optimize students’ mathematical literacy
AI and Big Data in Advancing Mathematical Literacy Cybersecurity’s Moderating Role Sumliyah; Wardono; Scolastika Mariani; Stevanus Budi Waluya; Emi Pujiastuti; Ramiro Santiago Ikhsan
CORISINTA Vol 2 No 2 (2025): August
Publisher : Pandawan Sejahtera Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/corisinta.v2i2.109

Abstract

In today’s rapidly evolving digital landscape, mathematical literacy has emerged as a crucial competency for students navigating data-intensive environments. The integration of Artificial Intelligence (AI) and Big Data in education holds transformative potential to enhance personalized learning and support data-driven teaching strategies, yet it also raises critical concerns around Cybersecurity, particularly in safeguarding student data and ensuring trust in digital platforms. This study aims to analyze the effects of AI and Big Data on mathematical literacy, while examining the moderating role of Cybersecurity. Using a quantitative research approach, data were collected through a structured questionnaire and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) via SmartPLS 3. The results indicate that both AI and Big Data have significant positive effects on students’ mathematical literacy, with Big Data exerting the strongest influence through its ability to provide deep insights into student performance. AI also contributes effectively by enabling real-time feedback, adaptive learning, and personalized instruction. Although Cybersecurity demonstrated a weaker direct effect on mathematical literacy, it remains an essential enabler of a secure digital learning environment, fostering user trust and system integrity. This research highlights the importance of aligning educational technology implementation with strong digital safeguards to maximize learning outcomes. The findings offer managerial implications for educational institutions to invest in intelligent learning platforms supported by robust cybersecurity protocols. Ultimately, the study reinforces the relevance of SDG 4: Quality Education, by promoting inclusive, safe, and tech-enhanced learning ecosystems suited for the demands of 21st-century education.  
Metacognitive Process of Mathematics Education Students in Solving Calculus Problems on Integral Material Siti Maslihah; Kartono Kartono; Wardono Wardono; Iqbal Kharisudin
Phenomenon : Jurnal Pendidikan MIPA Vol. 15 No. 1 (2025): Phenomenon: Jurnal Pendidikan MIPA
Publisher : Faculty of Science and Technology, Universitas Islam Negeri Walisongo Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/phen.2025.15.1.28414

Abstract

One of the skills that someone must have if they want to study mathematics and solve mathematical problems is metacognitive ability, namely the ability to control and open their own thinking. This study was conducted on students majoring in mathematics education to determine their metacognitive skills and metacognitive strategies in solving integral calculus problems. The research subjects were taken from the same gender. The results of the study showed that students who use their metacognitive abilities consciously and use more metacognitive strategies can solve more mathematical problems compared to students who have less metacognitive abilities and do not use metacognitive strategies well.
Developing a Hypothetical Learning Trajectory for Eighth Graders’ Statistical Understanding through Techno-Ethno-Realistic Mathematics Education Farida Nursyahidah; Wardono Wardono; Scolastika Mariani; Kristina Wijayanti
Proceedings of International Conference on Science, Education, and Technology Vol. 12 (2026)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Statistics is an important aspect of mathematics that supports the development of students' cognitive abilities. However, understanding statistical concepts often becomes an obstacle for students. This article aims to develop and present a hypothetical learning trajectory on statistics using a techno-ethno-realistic mathematics education (TE-RME) approach. The research was conducted using a design research method that comprises three main stages: preliminary design, design experiments, and retrospective analysis. This research involved eighth-grade students at a junior high school in Semarang. The focus of this article is on the initial design stage, namely the development of a hypothetical learning trajectory that includes three main activities: (1) collecting, presenting, and interpreting data through culturally context-based video observation and spreadsheet, (2) determining the central tendency measures, and (3) determining the measure of data distribution. The series of activities in this learning trajectory is designed to help students build a deeper understanding of statistical concepts while fostering an appreciation of local culture and diversity in mathematical thinking. This hypothetical learning trajectory is designed to be implemented in experimental classes and research-based teaching using TE-RME to improve students' statistical understanding.
Technology-Enhanced Project-Based Learning for Developing Numeracy Skills in Elementary Education: A Systematic Literature Review Dhina Cahya Rohim; Wardono Wardono; Noening Andrijati
Proceedings of International Conference on Science, Education, and Technology Vol. 12 (2026)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Numeracy skills are among the fundamental competencies that need to be developed in elementary school students. With the rapid advancement of digital technology, technology-enhanced Project-Based Learning (PjBL) has emerged as a promising instructional approach to support the development of these skills. This study aims to systematically review existing research on the implementation of technology-enhanced PjBL for developing numeracy skills in elementary education. The study employed a Systematic Literature Review (SLR) methodology following the PRISMA 2020 guidelines. A literature search was conducted in the Scopus database, yielding 623 records. After applying predefined inclusion and exclusion criteria, 23 articles were selected for further analysis. The findings indicate a growing research interest in technology-enhanced PjBL in recent years. The integration of technology within PjBL was found to positively influence students’ numeracy skills, conceptual understanding of mathematics, problem-solving abilities, critical thinking, and learning engagement. However, several challenges remain, including limited technological infrastructure, teachers’ digital competencies, and the management of project-based activities. In conclusion, technology-enhanced PjBL demonstrates significant potential for supporting the development of numeracy skills among elementary school students and warrants further exploration in both educational practice and future research.
Co-Authors A.D. Parjayanti Adi Nur Cahyo Adi Nur Cahyono Adi Nur Cahyono Afit Istiandaru, Afit Agung Firmansyah Agung Firmansyah agung setiawan Ahadi, Faiz Al Ali Shodiqin Ali Wardana Amalliyah, Nor Amin Suyitno Andi Saparuddin Nur Andi Saparuddin Nur Anggoro, Abdurrobbil Falaq Dwi Ani Rusilowati Ani, Nyree Annisa Indrawati, Fiqi Ardhi Prabowo Arief Agoestanto Arif Rahman Hakim Ary Woro Kurniasih Asani, Fityan Asih, Tri Sri Noor Asmara, Maharani Atmaja, Satriya Adika Arif Aulia Hurul Aini Azmi, Anisa Luthifa Bambang Eko Susilo Bambang Eko Susilo Bayu Murti Suryonegoro Budi Waluya Cahyo, Adi Nur Dani Kusuma Daniel Happy Putra Danieryanto, Erlia Dewi Fitriana Dewi Mashitoh, Nur Livia Dhina Cahya Rohim Dianawati, Rizki Nur Dina Prasetyowati Dr. Masrukan, Dr. Dwi Erna Novianti Dwijanto Dwijanto, Dwijanto Dyah Rini Indriyanti Ela Suryani Elis Fitria Herliani Emi Pujiastuti Endang Retno Winarti Faozi, Rizal Farida Nursyahidah Farida Nursyahidah Fathurrohman, Fani Laffanillah Febrian, Dheny Wawan Fitrianto Eko Subekti Gunawan Gunawan HANDOKO, HENDRI Hidayat, Yodie Nur Hidayati, Nita Hilda Arifani, Hilda Ifan Badra Wijaya Iqbal Kharisudin Ismail, Aldiansyah Isnaini Rosyida Isnaini Rosyida, Isnaini Isnarto Isnarto Isnarto, Isnarto Isnarto, Isnarto Iwan Junaedi Jannah, Reni Roikhatul Jerau, Emiliana Elsa Kartono Kartono , Khomsatun Dwi Nurhayati Kristina Wijayanti Kustiono Kustiono Kusuma, Bagus Jati Kusumawardani, Indah Ayu Kuswidyanarko, Arief Madyaratri, Dewi Yanwari Maemonah, Maemonah Masrukan Masrukan Mohammad Asikin Muhamad Rizki Subarkah Muhammad Iqbal Harisuddin Mulyono Mulyono Mulyono Mulyono Mulyono Mulyono Mulyono Muna Nafisah, Haifa Nino Adhi, Nuriana Rachmani Dewi Noening Andrijati Nur Livia D Mashitoh Nuriana Rachmani Dewi Nurkaromah Dwidayati, Nurkaromah Nursiwi Nugraheni Oktaristanti, Widi Pratiwi Pamungkas, Reki Gilang Pertiwi, Rizki Dian Prihantoro, Irfan Fajar Priyonggo, Hendi Widi Puput Suriyah Putri, Marshanda Antika Rahayuningsih, Rista Tri Rahmah Rahmah Rahmawati, Rofiqo Ramiro Santiago Ikhsan Reni Roikhatul Jannah Ri'ah Nurhayati Riyan Hidayat Riyan Hidayat Riyanto Riyanto Rochmad - Rochmad Rochmad Rosita, Anik Sa'diyah, Ummi Khalimatus Saiful Ridlo Sakinah, Zidna Nurus Scolastika Mariani SETYANINGSIH, HESTI Siti Maslihah Sri Haryani St. Budi Waluya Sugianto - Sugiman Sugiman Sukestiyarno Sukestiyarno Sukestiyarno, YL. Sumliyah Sumliyah, Sumliyah Supriyono Supriyono Suryati Suryati Suryonegoro, Bayu Murti Tommy Tanu Wijaya Tri Wahyuningsih Umami, Nafisatun Uswatun Hasanah Utami, Ulfany Fitri Vita Istihapsari, Vita Wahyu Ridlo Purwanto Wahyuningtyas, Ratna Walid Walid, Walid Wesna, Merry Wicaksana, Yoga Widi Pratiwi Oktaristanti Widyaswara, Ikha Brillyani Wigati, Trinil Wijaya, Ifan Badra Winardi Winardi Windarti, Desti Hana Y.L. Sukestiyarno Yanto, Muhammad Dwi YL Sukestiyarno YL. Sukestiyarno Yohanes Leonardus Sukestiyarno Yoni Sunaryo Zaenal Abidin Zaenuri Mastur Zaenuri Zaenuri Zulqoidi R. Habibie