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All Journal Jurnal Pendidikan Matematika dan IPA Jurnal Infinity Indonesian Journal of Mathematics and Natural Sciences Kreano, Jurnal Matematika Kreatif-Inovatif Rekayasa: Jurnal Penerapan Teknologi dan Pembelajaran Jurnal Elemen JURNAL PROFESI KEGURUAN Al-Jabar : Jurnal Pendidikan Matematika Math Didactic: Jurnal Pendidikan Matematika HISTOGRAM: Jurnal Pendidikan Matematika Union: Jurnal Ilmiah Pendidikan Matematika JRPM (Jurnal Review Pembelajaran Matematika) MUST: Journal of Mathematics Education, Science and Technology SJME (Supremum Journal of Mathematics Education) Jurnal Cendekia : Jurnal Pendidikan Matematika Prima: Jurnal Pendidikan Matematika Journal on Education Unnes Journal of Mathematics Education Research Journal of Primary Education Symmetry: Pasundan Journal of Research in Mathematics Learning and Education MEJ (Mathematics Education Journal) ANARGYA: Jurnal Ilmiah Pendidikan Matematika JIKAP PGSD: Jurnal Ilmiah Ilmu Kependidikan M A T H L I N E : Jurnal Matematika dan Pendidikan Matematika JPMI (Jurnal Pembelajaran Matematika Inovatif) Jurnal Penelitian Pembelajaran Matematika Sekolah JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Hipotenusa : Journal of Mathematical Society Range : Jurnal Pendidikan Matematika Jurnal Wahana Pendidikan Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika SUPERMAT (JURNAL PENDIDIKAN MATEMATIKA) Jurnal Math-UMB.EDU Jurnal Riset dan Inovasi Pembelajaran Plusminus: Jurnal Pendidikan Matematika Kognitif: Jurnal Riset HOTS Pendidikan Matematika Journal Evaluation in Education (JEE) Unnes Journal of Mathematics Education Unnes Journal of Mathematics Edukasia: Jurnal Pendidikan dan Pembelajaran Jurnal Ilmiah Ilmu Terapan Universitas Jambi Prima Magistra: Jurnal Ilmiah Kependidikan Jurnal Pendidikan Indonesia (Japendi) Journal of Mathematics Learning Innovation (JMLI) Bookchapter Pendidikan Universitas Negeri Semarang Prosiding Seminar Nasional Pascasarjana Proceeding of International Conference on Science, Education, and Technology JNPM (Jurnal Nasional Pendidikan Matematika) Jurnal Pengembangan Pembelajaran Matematika Kreano, Jurnal Matematika Kreatif Inovatif Unnes Journal of Mathematics Education Hipotenusa: Journal of Mathematical Society Jurnal Infinity Jurnal Pendidikan Progresif Journal on Mathematics Education Journal of Computer Science and Technology Application SJME (Supremum Journal of Mathematics Education)
Scolastika Mariani
Unknown Affiliation
Agriculture, Biological Sciences & Forestry Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Education Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Physics Social Sciences Other

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Model Math Trails Berbantuan MathCityMap dalam Pembelajaran Matematika: Tinjauan Sistematis terhadap Dampaknya terhadap Kemampuan Pemecahan Masalah dan Efikasi Diri Siswa Utoyo, Aziiza Andanawarih; Agoestanto, Arief; Mariani, Scolastika; Kharisudin, Iqbal
Jurnal Pendidikan Indonesia Vol. 6 No. 6 (2025): Jurnal Pendidikan Indonesia
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/japendi.v6i6.8138

Abstract

Penelitian ini bertujuan untuk mengeksplorasi efektivitas Math Trails yang didukung oleh aplikasi MathCityMap dalam meningkatkan kemampuan pemecahan masalah dan efikasi diri siswa SMP dalam pembelajaran matematika. Permasalahan penelitian berangkat dari kesenjangan antara harapan teoritis dengan praktik pembelajaran di lapangan yang belum mampu mengembangkan kemampuan berpikir kritis dan kepercayaan diri siswa. Penelitian ini menggunakan pendekatan Systematic Literature Review (SLR) dengan menganalisis 19 artikel jurnal nasional dan internasional yang diterbitkan antara tahun 2019 hingga 2024. Data dikumpulkan melalui pencarian di database DOAJ, SINTA, Google Scholar, dan ResearchGate, dengan kriteria inklusi yang berfokus pada studi empiris yang menggunakan Math Trails atau MathCityMap dalam konteks pendidikan matematika. Teknik analisis yang digunakan adalah analisis tematik untuk mengelompokkan hasil dalam dua konstruk utama: kemampuan pemecahan masalah dan efikasi diri. Hasil menunjukkan bahwa Math Trails efektif dalam menciptakan pengalaman belajar yang kontekstual, memotivasi siswa, serta mengembangkan berpikir matematis dan rasa percaya diri. MathCityMap mendukung pembelajaran luar ruang interaktif dengan mengintegrasikan teknologi dan pemecahan masalah dunia nyata. Studi yang ditinjau secara konsisten menunjukkan bahwa siswa dengan efikasi diri tinggi memiliki performa pemecahan masalah yang lebih baik, strategi belajar yang efektif, dan keterlibatan yang tinggi. Implikasi singkat dari penelitian ini adalah perlunya integrasi model pembelajaran kontekstual berbasis digital seperti MathCityMap untuk meningkatkan kompetensi matematis dan kesiapan psikologis siswa. Penelitian lanjutan disarankan untuk mengkaji dampak metode ini di berbagai konteks sekolah, termasuk kelas inklusi dan implementasi Kurikulum Merdeka.
AI and Big Data in Advancing Mathematical Literacy Cybersecurity’s Moderating Role Sumliyah; Wardono; Mariani, Scolastika; Budi Waluya, Stevanus; Pujiastuti, Emi; Ikhsan, Ramiro Santiago
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.  
Comparative impacts of project-based learning and other strategies on creative thinking in STEAM education: A systematic literature review Abdika, Ahmad Ijlal; Agoestanto, Arief; Mariani, Scolastika; Sugiman, Sugiman
UNION : Jurnal Ilmiah Pendidikan Matematika Vol 13 No 2 (2025)
Publisher : Universitas Sarjanawiyata Tamansiswa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30738/union.v13i2.19600

Abstract

Creative thinking is the ability to generate and develop new ideas. It is considered a high-level thinking skill that plays a crucial role in the 21st century. According to the 2022 PISA results, the creative thinking skills of Indonesian students are categorized as low. The Project-Based Learning (PjBL) model, when integrated with the STEAM approach, offers a promising strategy to enhance creative thinking. This study aims to provide an overview of how various teaching strategies—particularly PjBL—compare to other approaches in fostering creative thinking through the STEAM framework, using a Systematic Literature Review. Following the PRISMA protocol, nine relevant articles were identified that addressed the research questions. The findings indicate that the PjBL-STEAM approach has a significantly more positive, profound, and sustainable impact on improving creative thinking skills across all educational levels compared to other pedagogical strategies. PjBL fosters creativity not only as an academic skill but also as a life competency, integrated with 21st-century social, emotional, and problem-solving abilities. This study offers direction for future research in evaluating effective learning models to enhance creative thinking.
Integrating technology, Javanese ethnomathematics, and realistic mathematics education in supporting prospective mathematics teachers' numeracy skills: A learning trajectory Nursyahidah, Farida; Wardono; Mariani, Scolastika; Wijayanti, Kristina
Journal on Mathematics Education Vol. 16 No. 2 (2025): Journal on Mathematics Education
Publisher : Universitas Sriwijaya in collaboration with Indonesian Mathematical Society (IndoMS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22342/jme.v16i2.pp671-688

Abstract

In the era of the 21st century and Industrial Revolution 4.0, prospective mathematics teachers (PMTs) are expected not only to possess strong mathematical content knowledge but also to develop pedagogical approaches that promote students’ numeracy skills in meaningful and contextually relevant ways. However, despite growing global attention to numeracy, there remains a gap in instructional models that effectively integrate local cultural contexts and technological tools in the preparation of PMTs. Addressing this gap, this study introduces a novel learning trajectory that embeds technology, Javanese ethnomathematics, and Realistic Mathematics Education into a coherent instructional design framework, namely TE-RME aimed at enhancing PMTs' numeracy competencies. The research employed a design research methodology encompassing three iterative stages: preliminary design, design experiments consisting of a pilot and teaching experiment, and retrospective analysis. The participants were 25 fifth-semester PMTs enrolled at a private university in Semarang, Indonesia. The resulting trajectory comprises five learning activities, such as orientation to cultural contexts, exploration and problem-solving of numeracy tasks, task design involving numeracy elements, communication and interpretation of mathematical solutions, and instructional design involving the integration of numeracy tasks. Findings revealed that the TE-RME approach effectively supported PMTs in making meaningful connections between culturally embedded practices and everyday mathematical reasoning. By engaging with authentic local contexts, students demonstrated increased fluency in solving numeracy problems and designing contextually relevant learning activities. This research contributes a culturally responsive instructional model for mathematics teacher education and underscores the pedagogical potential of integrating local wisdom with contemporary mathematics education approaches. Implications point to further research exploring other ethnomathematical contexts to enrich mathematics instruction and promote equitable and culturally grounded mathematics learning.
Meta-Analysis: The Effect of Mathematical Resilience to Mathematical Problem Solving Ability Tania, Nova; Mariani, Scolastika; Agoestanto, Arief; Susilo, Bambang Eko
SJME (Supremum Journal of Mathematics Education) Vol 8 No 1 (2024): Supremum Journal of Mahematics Education
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Singaperbangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35706/sjme.v8i1.10481

Abstract

The aim of this research is to analyze the effect of mathematical resilience to mathematical problem solving abilities based on relevant articles. This research method uses meta analysis using OLS (Ordinary Least Square) to determine a simple linear regression equation and also using formula effect size to determine the measure of effect. The results of this research are that mathematical resilience has a positive effect to mathematical problem solving abilities of 44.488% with a simple linear regression equation, namely . The effect of mathematical resilience to mathematical problem solving ability is large, with average of effect size is 0.764. So, its conclude that mathematical resilience had positive large effect to mathematical problem solving ability.
Meta Analysis: The Effect of Treffinger Learning Model on Students' Mathematical Creative Thinking Ability Wahyuningsih, Vebryana; Isnarto, Isnarto; Hendikawati, Putriaji; Mariani, Scolastika; Rosyida, Isnaini
SJME (Supremum Journal of Mathematics Education) Vol 9 No 1 (2025): Supremum Journal of Mahematics Education
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Singaperbangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35706/sjme.v9i1.94

Abstract

This study aims to determine the effect of Treffinger learning model on students' mathematical creative thinking ability, based on previous research articles. The method used in this research is meta-analysis. The results of the analysis through the calculation of the t-test and effect size show that , indicating that the average mathematical creative thinking ability of students who use the Treffinger model is higher than the average students who follow conventional learning. Thus, there is a significant influence between the mathematical creative thinking ability of students using the Treffinger model, with an effect size of 1.02, which is classified in the large category.
Co-Authors 'Ulya, Rosyidatul Abd. Rasyid Syamsuri Abdika, Ahmad Ijlal Abduh, M. Faisal Adi Nur Cahyono Adrillian, Hendrisa Agus Yulianto Ahmad Faridh Ricky Fahmy Ahmad Gufron Aini, Aulia Hurul Akbar Dakha Prabowo Al Ashari, Shoib Rizal Amin Suyitno Amin, Ihdi Anggoro, Abdurrobbil Falaq Dwi Annisa Salma Zakiyyah Ardhi Prabowo Arief Agoestanto Asani, Fityan Asih, Tri Sri Noor Asna, Alivia Nur Astuti, Raras Setya Astuti, Sri Ady Aziiza Andanawarih Utoyo Azizia, Ananda Jullailatul Azmi, Kholifatu Ulil Azzahra, Tsania Rahma Bambang Eko Susilo Bambang Eko Susilo Bambang Eko Susilo Bayujaga, Dian Budi Waluya Budi Waluya, Stevanus Cahya, Nabella Dwi Cholifah, Cholifah Damaryanti, Desi Dwi Daroinis Sa’adah Dedeh Kurniasih Dewi, Heni Lilia Dewi, Nuriana Rachmani Dr. Masrukan, Dr. Dwi Erna Novianti Dwijanto Dwijanto Dwijanto Dwijanto Dwijanto Dwijanto Dwijanto Dwijanto, Dwijanto Dwijayanto Dwijayanto E. Sulastri Edy Soedjoko EKA ANJARWATI Emi Pujiastuti Endang Retno Winarti Endang Setyowati Endramawati, Tyas Ayun Enika Wulandari Erik Santoso ernita, ernita Farida Nursyahidah Fathonah, Ika Ariwanti Fauziah, Isyatul Fifqi Inayah Fitrianti, Dwi Agung Habaib, Taufik Nur Handayani, Kristina Haqiqi, Muhamad Irwan Hardi Suyitno Hasriani Ishak Hening Windria Hidayatun Nafiah, Hidayatun Hikmasari, Prihatina Ihdi Amin Ika Fitriani Fitriani Ikhsan, Ramiro Santiago Imanuel, Imanuel Indriani, Mikke Novia Iqbal Kharisudin Isnaini Rosyida, Isnaini Isnarto Isnarto Isnarto Isnarto Isnarto, Isnarto Isnarto, Isnarto Isti Hidayah Istiqomah Ambarwati Iwan junaedi Iwan Junaedi Iwan Junaedi Iwan Junaedi Jahfaludin, Abi Jannah, Anita Nur Jatnika, Sugih Nugraha Junaedi , Iwan Kartono - Kartono Kartono Kartono, Kartono Khasmarawati, Vinda Khoirunnisa, Farah Dina Khunaeni, Sirilivia Kristina Wijayanti Kristina Wijayanti Kurniati, Chrisvonela Neri Lathifatun Ni'mah Lathifatun Ni'mah Liadiani, Anifa Mirza Lutfiani, Nurul M. Taufik Qurohman Ma'unah, Siti Malik, Ibnu Malik, Ibnu Marissa, Erlinda Isulis Marthinus Yohanes Ruamba Mashuri Mashuri Masrukan Masrukan Masrukan Masrukan Masturina Hamid, Ellya Maulana, Mukhamad Riziq Megita Dwi Pamungkas Megita Dwi Pamungkas Meilon, Beny Misa’adah, Fedriana Moh. Asikin Mohammad Asikin Muhammad Kharis Muhammad Marzuqi Mujiasih Mujiasih Mulyono Mulyono Mulyono Mulyono Musaidah, Evadatul Muwahiddah, Ulil Nila Ubaidah Nino Adhi, Nuriana Rachmani Dewi Nio, Tan Hian Nofiyah, Noni Noriza Munahefi, Detalia Noverianto, Bebyd Nugroho, Samuel Defri Nur Hidayati Nurariva Siregar Nurhalisha, Erina Nuriana Rachmani Dewi (Nino Adhi) Nurintya, Fairuz Hanan Nurmutia, Halida Eka Nursasongko, Aditya Nuzul Putri Rahmawati Onwardono Rit Riyanto Pamungkas, Megita Dwi Pradina, Putri Dwi Pramesti, Santika Lya Diah Pramesti Pranawestu, Aditya Pratiwi, Yuninda Diah Priscilia, Priscilia Monica Praneswari Putri, Dwi Liana Wella Putriaji Hendikawati Rachmani Dewi, Nuriana Raden Mohamad Herdian Bhakti Rahayu, Yenrika Kurniati Rahayuningsih, Rista Tri Ramadhani, Istika Ratri Ratnasari, Dwi Indah Rezky Bagus Pambudiarso, Rezky Bagus Riki Afiyanto Pratama Riyan Hidayat Riza Arifudin Roby Sugiarto, Dede Retno Rochmad - Rochmad Rochmad Rochmad Rochmad Rosyidatul 'Ulya S. B. Waluya, S. B. Sa'adah, Daroinis Saiful Marom Saiful Marom Santika Lya Diah Pramesti Saputri, Mike Sari, Fenny Tunjung Sari, Ratna Novita Savitri, Sukma Nur Sebastianus Fedi Setyaningsih, Lusianna Sri Solihah St. Budi Waluya Stevanus Budi Waluya Sudarsono Sudarsono Sugiman Sugiman Sugiman Sukestiyarno Sukestiyarno Sulandari, Dewi Sumliyah, Sumliyah Sunarmi Sunarmi Sunarti Suryonegoro, Bayu Murti Susanti Susanti Tania, Nova Tommy Tanu Wijaya Utoyo, Aziiza Andanawarih Vera Dewi Susanti Wahyu Ning Dewi Kumalaretna Wahyu Nur Annisa Wahyuningsih, Vebryana Walid Walid Walid, Walid Wardono Wardono Wardono Wardono Wardono Widiastuti, Ririn Wijaya, Teguh Ananta Winayus, Riyan Fikri Windarti, Desti Hana YL Sukestiyarno YL. Sukestiyarno Yoni Sunaryo Yuni Frazwanti Yuningsih Yuningsih Zaenuri Mastur