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Training on Problem-Solving Learning Strategies for Special Education Teachers in Teaching Mathematics to People with Dyscalculia in Kab. Garut Sundayana, Rostina; Afriansyah, Ekasatya Aldila; Maryati, Iyam; Puspitasari, Nitta; Sumiarelati, Sumia; Hadiansyah, Nirwan
Indonesian Journal of Community Empowerment (IJCE) Vol 4 No 01 (2023): Indonesian Journal of Community Empowerment (February)
Publisher : Fakultas Kewirausahaan Universitas Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35899/ijce.v4i01.703

Although the implementation of the National Assessment policy has been running for one year, it is suspected that the understanding of teachers, parents and students about the National Assessment is not sufficient. The results of the situation analysis on the understanding of teachers at PLB teachers Kab Garut regarding minimum competency assessments show that (1) teachers' understanding of AN is still low and (2) the ability of teachers to prepare problem solving-based questions is still low. The solution agreed upon with partners is to optimize learning by training and assisting teachers in developing problem solving questions. The target audience is 16 teachers at Guru PLB Kab Garut. The method of implementing the activity is the participatory rural appraisal model, the technology transfer model, and training. The results of the activity show that there has been an increase in teachers' understanding of the problem solving questions with an average score of 76. A total of 62.5% of the training teachers have also succeeded in developing their own problem solving questions in accordance with the guidelines.

Exploration of Ethnomathematics in Traditional Houses of Papuan People Maryati, Iyam; Darmawan, Muhammad Sahdam; Luritawaty, Irena Puji
PRISMA Vol 14, No 2 (2025): PRISMA
Publisher : Universitas Suryakancana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35194/jp.v14i2.5106

Ethnomathematics serves as a bridge between history and culture with mathematics, playing a crucial role in recognizing that various cultural activities lead to different mathematical concepts. This study aims to describe the historical, philosophical, and mathematical concepts embedded in traditional Papuan houses, including Honai, Kaki Seribu, Rumah Pohon, and Rumsram. The research was conducted at the Papua Ethnic House Tourism and Cultural Park using a qualitative descriptive research method based on ethnography. Data were obtained through observation, interviews, and documentation, and analyzed using data reduction, data presentation, and data verification techniques. The results showed that traditional Papuan houses integrate mathematical concepts in their structure and design, such as: (1) The Honai house adopts a cylindrical and conical shape for space efficiency and durability; (2) The Kaki Seribu house highlights symmetrical patterns in its numerous supporting pillars, reflecting adaptation to the surrounding environment; (3) The Rumah Pohon applies principles of proportion and stability to ensure safety from external threats; (4) The Rumsram house represents the Biak people's connection to maritime culture while demonstrating geometric principles in its trapezoidal and rectangular structures. In addition to mathematical aspects, traditional Papuan houses contain philosophical and historical values that strengthen local cultural identity. Further research will focus on developing and testing Papuan culture-based mathematics learning models. For example, creating didactic designs that use the Honai House concept to teach geometric shapes (cylinders and cones) or the Thousand-Legged House to teach symmetry and patterns. The effectiveness of these models in enhancing student understanding and interest could be the focus of testing. Practical applications include creating textbooks, modules, learning videos, or even interactive apps that showcase traditional Papuan houses as a medium for learning geometry, patterns, and measurement.

Hubungan Kemampuan Berpikir Kritis Matematis dan Kepercayaan Diri Siswa Al Dadista, Anisa; Maryati, Iyam; Mardiani, Dian; Nurhanifah, Nova
Griya Journal of Mathematics Education and Application Vol. 5 No. 4 (2025): Desember 2025
Publisher : Pendidikan Matematika FKIP Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/griya.v5i4.930

Kemampuan berpikir kritis matematis dan kepercayaan diri merupakan dua aspek penting dalam pembelajaran matematika, namun keduanya masih menjadi permasalahan di banyak sekolah. Penelitian ini bertujuan untuk mengetahui hubungan antara kemampuan berpikir kritis matematis siswa dengan kepercayaan diri siswa. Penelitian ini menggunakan metode kuantitatif korelasional. Subjek penelitian adalah siswa SMP kelas VII dengan jumlah sampel sebanyak 30 siswa. Teknik pengambilan sampel menggunakan purposive sampling. Pengambilan data dilakukan dengan menggunakan instrumen tes tertulis kemampuan berpikir kritis matematis dan angket kepercayaan diri siswa. Data dianalisis menggunakan uji korelasi Pearson. Hasil penelitian yang di dapatkan pada penelitian ini menunjukkan bahwa terdapat hubungan yang positif dan signifikan antara kemampuan berpikir kritis matematis siswa dan kepercayaan diri siswa dengan kategori hubungan sedang. Siswa dengan tingkat kepercayaan diri tinggi cenderung menunjukkan kemampuan berpikir kritis matematis yang lebih baik. Faktor kepercayaan diri mempengaruhi kemampuan berpikir kritis matematis sebesar 22,75 % dan sisanya sebesar 77,25 % dipengaruhi faktor lain.

Enhancing TPACK and Statistical Literacy through Generative AI–Based Adaptive Learning: A Mixed-Methods Study Maryati, Iyam; Gumilar, Surya; Rahayu, Ayu Puji; Harun, Makmur
Mosharafa: Jurnal Pendidikan Matematika Vol. 15 No. 1 (2026): January
Publisher : Department of Mathematics Education Program IPI Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31980/mosharafa.v15i1.3491

Penelitian ini mengkaji dampak kerangka pembelajaran adaptif terintegrasi Generative Artificial Intelligence (GenAI; ChatGPT) terhadap peningkatan Technological Pedagogical and Content Knowledge (TPACK) dan literasi statistis calon guru matematika. Kerangka tersebut menerapkan interaksi dialogis berbasis mahasiswa, structured prompting, dan scaffolding dosen untuk mempersonalisasi eksplorasi statistika. Dengan desain kuasi-eksperimen mixed methods, penelitian melibatkan 72 mahasiswa (37 kelompok eksperimen dan 35 kontrol). Data kuantitatif dianalisis menggunakan uji t berpasangan dan ANCOVA, sedangkan data kualitatif dianalisis secara tematik. Hasil menunjukkan kedua kelompok meningkat secara signifikan, namun kelompok eksperimen memiliki skor akhir tersesuaikan yang lebih tinggi. Temuan kualitatif menegaskan peningkatan pemahaman konseptual, kemampuan desain pembelajaran berbasis teknologi, serta refleksi kritis terhadap etika penggunaan AI. Studi ini mendukung integrasi literasi AI dalam kurikulum pendidikan guru. This study examines the impact of a Generative Artificial Intelligence (GenAI; ChatGPT)–integrated adaptive learning framework on improving Technological Pedagogical and Content Knowledge (TPACK) and statistical literacy among prospective mathematics teachers. The framework employed student-driven dialogic interaction, structured prompting, and lecturer-guided scaffolding to personalize statistical exploration. Using a mixed-methods quasi-experimental design, 72 students participated (37 experimental, 35 control). Quantitative data from tests and questionnaires were analyzed using paired t-tests and ANCOVA, while interviews and observations underwent thematic analysis. Results showed significant gains in both groups, but the experimental group achieved higher adjusted posttest scores, indicating superior effectiveness of GenAI-integrated learning. Qualitative findings highlighted improved conceptual understanding, instructional design skills, and critical reflection on ethical AI use. The study supports embedding AI literacy and pedagogically grounded prompting within teacher-education curricula and institutional policy.

Adaptive Learning and Generative AI in Mathematics Teacher Education: A Systematic Review Maryati, Iyam; Harun, Makmur; Gumilar, Surya; Rahayu, Ayu Puji
International Journal of Review in Mathematics Education Volume 1 No. 1: March 2026
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/ijrime.15936

This study presents a systematic review of the current literature on the integration of adaptive learning and generative AI (GenAI) in developing technological pedagogical content knowledge (TPACK) and statistical literacy of prospective mathematics teachers. By analyzing 76 selected articles published between January 2023 and May 2025, this study uses the PRISMA framework and thematic synthesis with the help of NVivo 12 Plus software. The results of the study indicate that adaptive learning environments supported by GenAI can strengthen learning personalization, provide responsive feedback, and visualize content, which significantly contribute to the development of TPACK, especially in the TPK and TCK domains. In addition, GenAI supports the strengthening of statistical literacy through data-driven instructional tools that foster the ability to interpret, represent, and understand the context of data. This study successfully formulated a conceptual framework for adaptive learning integrated with GenAI that reflects the pedagogical needs and specific content in mathematics education. These findings have important implications for teacher education programs, especially in facilitating professional competencies that are adaptive to technological advances and the demands of ethical and reflective data-driven learning.

HUBUNGAN SELF-EFFICACY DENGAN KEMAMPUAN BERPIKIR KREATIF MATEMATIS SISWA Meitha Dwi Lestari; Reni Nuraeni; Iyam Maryati
SIGMA: JURNAL PENDIDIKAN MATEMATIKA Vol. 17 No. 2: Desember 2025
Publisher : Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/z66erw15

Keterampilan berpikir kreatif dalam matematika menjadi elemen yang krusial pada pendidikan abad ke-21 karena mendorong siswa berpikir fleksibel dan inovatif dalam memecahkan masalah. Namun, berbagai penelitian mengungkap bahwa kemampuan ini masih rendah di Indonesia, faktor penting yang berpengaruhnya yaitu self-efficacy atau keyakinan siswa pada potensi yang dimilikinya. Penelitian ini memiliki tujuan untuk mengeksplorasi keterkaitan self-efficacy dengan kemampuan berpikir kreatif dalam matematika pada siswa. Metode yang diterapkan adalah kuantitatif dengan desain korelasional. Sampel yang digunakan terdiri dari 38 siswa kelas X dari salah satu SMA di Garut yang ditentukan melalui teknik purposive sampling. Dua instrumen digunakan, yaitu angket self-efficacy dan tes uraian untuk menilai kemampuan berpikir kreatif matematis siswa. Data dianalisis secara deskriptif untuk melihat tingkat self-efficacy dan kemampuan berpikir kreatif matematis, serta dianalisis secara inferensial menggunakan uji korelasi Spearman. Hasil penelitian mengindikasikan bahwa sebagian besar siswa berada pada kategori self-efficacy tingkat sedang, sementara kemampuan berpikir kreatif siswa tergolong rendah. Analisis korelasi mengungkapkan adanya hubungan positif antara keyakinan diri dan kemampuan dalam berpikir kreatif matematis. Dengan demikian, semakin meningkatnya keyakinan siswa terhadap kemampuannya, semakin baik kemampuan berpikir secara kreatif matematis yang dapat ditunjukkan. Implikasi dari penelitian ini adalah pembelajaran matematika harus mendorong peningkatan self-efficacy siswa agar potensi kreativitas mereka dapat berkembang secara maksimal.

ANALISIS TINGKAT KECEMASAN MATEMATIKA PADA SISWA SMP Risma Nurjanah; Ekasatya Aldila Afriansyah; Iyam Maryati; Irena Puji Luritawaty
SIGMA: JURNAL PENDIDIKAN MATEMATIKA Vol. 17 No. 2: Desember 2025
Publisher : Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/r22g3538

Penelitian ini bertujuan untuk menganalisis tingkat kecemasan matematika siswa SMP berdasarkan tiga aspek, yaitu kognitif, afektif, dan fisiologis. Penelitian menggunakan pendekatan mixed methods dengan melibatkan 34 siswa untuk pengumpulan data kuantitatif melalui angket berjumlah 32 butir yang disusun berdasarkan 11 indikator kecemasan matematika, serta 5 siswa untuk data kualitatif melalui wawancara semi-terstruktur. Hasil penelitian menunjukkan bahwa 79% siswa berada pada kategori kecemasan matematika sedang dengan nilai rata-rata (mean) sebesar 96,53, dan indikator paling dominan adalah sulit konsentrasi pada aspek kognitif. Temuan angket diperkuat oleh hasil wawancara yang menunjukkan bahwa faktor internal seperti rendahnya kepercayaan diri dan persepsi kemampuan diri, serta faktor eksternal seperti tekanan situasional dan pengalaman belajar sebelumnya, turut memengaruhi kecemasan matematika siswa. Aspek afektif dan fisiologis muncul pada intensitas sedang namun tetap berdampak pada kenyamanan belajar. Secara keseluruhan, kecemasan matematika siswa bersifat multidimensi sehingga diperlukan upaya pedagogis yang suportif dan strategi pembelajaran yang interaktif untuk meminimalkan dampaknya.

Exploration of Ethnomathematics in Traditional Houses of Papuan People Iyam Maryati; Muhammad Sahdam Darmawan; Irena Puji Luritawaty
PRISMA Vol. 14 No. 2 (2025): PRISMA
Publisher : Universitas Suryakancana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35194/jp.v14i2.5106

Ethnomathematics serves as a bridge between history and culture with mathematics, playing a crucial role in recognizing that various cultural activities lead to different mathematical concepts. This study aims to describe the historical, philosophical, and mathematical concepts embedded in traditional Papuan houses, including Honai, Kaki Seribu, Rumah Pohon, and Rumsram. The research was conducted at the Papua Ethnic House Tourism and Cultural Park using a qualitative descriptive research method based on ethnography. Data were obtained through observation, interviews, and documentation, and analyzed using data reduction, data presentation, and data verification techniques. The results showed that traditional Papuan houses integrate mathematical concepts in their structure and design, such as: (1) The Honai house adopts a cylindrical and conical shape for space efficiency and durability; (2) The Kaki Seribu house highlights symmetrical patterns in its numerous supporting pillars, reflecting adaptation to the surrounding environment; (3) The Rumah Pohon applies principles of proportion and stability to ensure safety from external threats; (4) The Rumsram house represents the Biak people's connection to maritime culture while demonstrating geometric principles in its trapezoidal and rectangular structures. In addition to mathematical aspects, traditional Papuan houses contain philosophical and historical values that strengthen local cultural identity. Further research will focus on developing and testing Papuan culture-based mathematics learning models. For example, creating didactic designs that use the Honai House concept to teach geometric shapes (cylinders and cones) or the Thousand-Legged House to teach symmetry and patterns. The effectiveness of these models in enhancing student understanding and interest could be the focus of testing. Practical applications include creating textbooks, modules, learning videos, or even interactive apps that showcase traditional Papuan houses as a medium for learning geometry, patterns, and measurement.

Tren Inovasi Pembelajaran Matematika 2020-2026 : Sebuah Systematic Literature Review Tentang Peran Guided Inquiry Rosmayanti, Neneng; Maryati, Iyam
Jurnal Pendidikan Matematika : Judika Education Vol. 9 No. 3 (2026): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/xjzpqk61

This study aims to examine the development of a guided inquiry-based mathematics e-module and its impact on students' mathematical competence, which includes cognitive aspects such as creative thinking and mathematical communication, as well as affective aspects such as self-confidence. The method used was a Systematic Literature Review (SLR) with the PRISMA protocol, which synthesized 9 relevant articles from the Google Scholar database through the Publish or Perish application in the 2020–2026 period. The results showed that the e-module development predominantly used the ADDIE and 4D models with a high level of validity and practicality. The integration of the guided inquiry model in digital media has been proven to significantly improve students' creative thinking skills through independent exploration and problem-solving processes. In addition, the use of supporting techniques such as mind mapping and the STEM approach strengthens the effectiveness of learning in building student independence and self-confidence. This study concludes that the guided inquiry-based e-module is an innovative solution that is highly relevant to the spirit of the Independent Curriculum to create student-centered and technology-adaptive mathematics learning. Keywords: Flat Shapes, Guided inquiry, Independent Learning, Interactive Media

Enhancing TPACK and Statistical Literacy through Generative AI–Based Adaptive Learning: A Mixed-Methods Study Iyam Maryati; Surya Gumilar; Ayu Puji Rahayu; Makmur Harun
Mosharafa: Jurnal Pendidikan Matematika Vol. 15 No. 1 (2026): January
Publisher : Department of Mathematics Education Program IPI Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31980/mosharafa.v15i1.3491

Penelitian ini mengkaji dampak kerangka pembelajaran adaptif terintegrasi Generative Artificial Intelligence (GenAI; ChatGPT) terhadap peningkatan Technological Pedagogical and Content Knowledge (TPACK) dan literasi statistis calon guru matematika. Kerangka tersebut menerapkan interaksi dialogis berbasis mahasiswa, structured prompting, dan scaffolding dosen untuk mempersonalisasi eksplorasi statistika. Dengan desain kuasi-eksperimen mixed methods, penelitian melibatkan 72 mahasiswa (37 kelompok eksperimen dan 35 kontrol). Data kuantitatif dianalisis menggunakan uji t berpasangan dan ANCOVA, sedangkan data kualitatif dianalisis secara tematik. Hasil menunjukkan kedua kelompok meningkat secara signifikan, namun kelompok eksperimen memiliki skor akhir tersesuaikan yang lebih tinggi. Temuan kualitatif menegaskan peningkatan pemahaman konseptual, kemampuan desain pembelajaran berbasis teknologi, serta refleksi kritis terhadap etika penggunaan AI. Studi ini mendukung integrasi literasi AI dalam kurikulum pendidikan guru. This study examines the impact of a Generative Artificial Intelligence (GenAI; ChatGPT)–integrated adaptive learning framework on improving Technological Pedagogical and Content Knowledge (TPACK) and statistical literacy among prospective mathematics teachers. The framework employed student-driven dialogic interaction, structured prompting, and lecturer-guided scaffolding to personalize statistical exploration. Using a mixed-methods quasi-experimental design, 72 students participated (37 experimental, 35 control). Quantitative data from tests and questionnaires were analyzed using paired t-tests and ANCOVA, while interviews and observations underwent thematic analysis. Results showed significant gains in both groups, but the experimental group achieved higher adjusted posttest scores, indicating superior effectiveness of GenAI-integrated learning. Qualitative findings highlighted improved conceptual understanding, instructional design skills, and critical reflection on ethical AI use. The study supports embedding AI literacy and pedagogically grounded prompting within teacher-education curricula and institutional policy.

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