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Exploring Relational Understanding in Statistical Problem Solving Based on Secondary School Students’ Learning Styles Santosa, Yoga Tegar; Nisita, Indriastri; Masduki, Masduki
JTAM (Jurnal Teori dan Aplikasi Matematika) Vol 9, No 4 (2025): October
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jtam.v9i4.32412

Abstract

Relational understanding is one of the crucial aspects of solving mathematical problems, especially on statistical topics. It enables students to apply procedures correctly and understand the underlying concepts, justify their reasoning, and connect mathematical ideas meaningfully. However, most students still lack relational understanding, reflected in their limited ability to interpret, apply, and connect mathematical concepts meaningfully in problem-solving contexts. Although previous studies have examined relational understanding from various psychological perspectives such as adversity quotient, cognitive styles, and self-esteem no studies have specifically and in-depth explored students' relational understanding based on their learning styles. Therefore, this study aims to explore students' relational understanding skills in solving statistical problems based on their learning styles (visual, auditory, reading, and kinesthetic). This study uses a qualitative approach with a case study design. The participants were 31 seventh-grade students from one of the public secondary schools in Karanganyar Regency, Central Java. Data were collected through learning style questionnaires, mathematical problem-solving tests, and in-depth interviews. Data validity was ensured through triangulation, and the data were analyzed through data reduction, presentation, and conclusion drawing. The results showed that student with a visual learning style fulfilled all indicators of relational understanding, including classifying objects, applying and justifying mathematical procedures, and connecting concepts. Reading-style student also met all indicators, though they showed less strength in defining necessary and sufficient conditions. In contrast, while auditory and kinesthetic learners did not meet all relational understanding indicators, their difficulties varied. Auditory student struggled particularly with justifying procedures and connecting concepts, while kinesthetic learners faced challenges in explaining reasoning and classifying objects. These findings can serve as a reference for teachers and educators in designing instructional strategies that are aligned with students’ learning styles to enhance their conceptual understanding in mathematics.
Students’ Visual Reasoning Ability in Solving Quadratic Function in Terms of Learning Style Masduki, Masduki; Savitri, Dhea; Khotimah, Rita Pramujiyanti
JTAM (Jurnal Teori dan Aplikasi Matematika) Vol 7, No 3 (2023): July
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jtam.v7i3.13547

Abstract

Visual reasoning plays an important role in problem-solving and the success of the student’s learning mathematics. This study aims to reveal the students’ visual reasoning ability in solving quadratic function problems in terms of activist, reflector, and pragmatic learning styles. This research used a qualitative approach with a case study were 30 9th-Grade students at one of the public junior high schools in Karanganyar District, Central Java, Indonesia. The Learning Style Questionnaire (LSQ) from Honey and Mumford was used to categorize the students’ learning style. In each category, the researcher selected two students purposively to be interviewed. The researchers used two quadratic equation problems to explore the students’ visual reasoning profile. Before being used, the questions were validated by two experts in mathematics education. The result showed that students with activist learning styles unable to demonstrate all indicators of visual reasoning. The students with pragmatics learning style can exhibit only one indicators of reasoning, namely interpretation. Then, students with reflector and theoretical learning style able to perform all indicators of visual reasoning. Thus, it can be concluded that the student’s learning style affect the visual reasoning ability in solving quadratic function.
Exploring Student Algebraic Thinking to Solve TIMSS Problems in Terms of Accommodator Learning Styles Zahiroh, Lutfiyya Fajar; Masduki, Masduki
Vygotsky: Jurnal Pendidikan Matematika dan Matematika Vol. 6 No. 1 (2024): Vygotsky: Jurnal Pendidikan Matematika dan Matematika
Publisher : Universitas Islam Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30736/voj.v6i1.806

Abstract

This study aims to explore students' algebraic thinking skills in solving Trends International Mathematics and Science Study (TIMSS) problems in terms of accommodator learning styles. The research design used is a case study with a qualitative analysis approach. The results showed that accommodating subjects were able to meet the indicators of algebraic thinking, namely generalization, abstraction, analytical thinking, dynamic thinking, and modeling. However, the lack of accuracy in performing calculation operations causes the answers obtained by the subject to be less precise on abstraction, analytical thinking, and dynamic thinking problems. The characteristics of subjects with accommodator learning styles who are more likely to use intuition in solving problems influence students' ability to solve problems related to algebraic thinking.
Eksplorasi Berpikir Aljabar Siswa Kelas V dalam Menyelesaikan Soal Pola Bilangan Maharani, Windy Anggita; Masduki, Masduki
Edumatica : Jurnal Pendidikan Matematika Vol 13 No 2 (2023): Edumatica: Jurnal Pendidikan Matematika (Agustus 2023)
Publisher : Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22437/edumatica.v13i02.24925

Abstract

This study aims to investigate the algebraic thinking skills of fifth grade elementary school students in solving functional dimension problems. The type of research is descriptive qualitative. The subjects in this study were 131 grade 5 students from two private elementary schools in Surakarta, Central Java, Indonesia. The data collection instrument used was 5 questions on the dimension function algebraic thinking test adopted from Raslton which consisted of 2 numerical pattern questions and 3 picture pattern questions. Prior to use, the questions were first validated by three elementary school mathematics learning experts and tested on 10 students who were not included as research subjects. This research is limited to data analysis of 89 students who belong to the category of moderate algebraic thinking skills obtained from the test results. Data analysis was carried out by analyzing students' answer documents in solving algebraic thinking test questions. Document analysis is focused on solving steps and strategies used to solve problems. The results showed that students were more able to solve linear patterns than nonlinear patterns. Students are also more able to solve numerical patterns than picture patterns. In addition, the strategy used to solve numerical patterns is to determine multiples of numbers and identify the differences between terms in the pattern. Whereas in solving of picture patterns, the strategy used is to draw patterns and identify differences between terms in patterns. This study concluded that most of the subjects in the moderate category were able to demonstrate algebraic thinking skills in functional dimensions.
PENGARUH PENGGUNAAN FITUR TEXT-TO-SPEECH GOOGLE TRANSLATE TERHADAP PENINGKATAN PENGUCAPAN BAHASA INGGRIS SISWA KELAS VII DI SMPN 1 KEBAKKRAMAT Zikrul Alwi; Sapto Widodo; Budi Murtiyasa; Masduki
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 02 (2025): Volume 10, Nomor 02 Juni 2025 t
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i2.26268

Abstract

Kemampuan pengucapan (pronunciation) merupakan aspek krusial dalam keterampilan berbicara Bahasa Inggris. Salah satu tantangan siswa adalah keterbatasan akses terhadap model pelafalan yang akurat. Penelitian ini menganalisis pengaruh penggunaan fitur Text-to-Speech (TTS) Google Translate terhadap peningkatan pengucapan Bahasa Inggris siswa kelas VII SMP Negeri 1 Kebakkramat. Penelitian menggunakan metode kuantitatif dengan desain pre-eksperimen one-group pretest-posttest yang melibatkan 25 siswa. Hasil analisis statistik menunjukkan peningkatan signifikan kemampuan pengucapan setelah penggunaan TTS, dengan nilai t = -14,061 dan p < 0,001. Nilai Cohenâ s d sebesar -2,81 menunjukkan pengaruh yang sangat besar. Dengan hasil tersebut mengedintifikasi bahwa fitur Text-to-Speech Google Translate efektif dalam meningkatkan pengucapan Bahasa Inggris siswa dan layak digunakan sebagai media pembelajaran berbicara.
INTEGRASI TEKNOLOGI CANVA DALAM PEMBELAJARAN: PENINGKATAN LITERASI DIGITAL MELALUI KOMIK DIGITAL Wulandari, Herlina Tri; Murtiyasa, Budi; Susanto, Heri; Masduki
Jurnal Ilmiah Pendidikan Citra Bakti Vol. 12 No. 2 (2025): Jurnal Ilmiah Pendidikan Citra Bakti
Publisher : STKIP Citra Bakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38048/jipcb.v12i2.5337

Abstract

Penelitian ini bertujuan untuk mengevaluasi efektivitas integrasi aplikasi Canva dalam pembelajaran guna meningkatkan literasi digital siswa melalui pembuatan komik digital sebagai media pembelajaran. Subjek penelitian terdiri dari 72 siswa kelas X AKL di SMK Negeri 4 Klaten yang dibagi ke dalam dua kelompok, yaitu kelompok eksperimen yang menggunakan Canva dan kelompok kontrol yang menggunakan metode pembelajaran tradisional. Penelitian ini menggunakan pendekatan quasi-eksperimental dengan desain kelompok kontrol non-ekuivalen. Pengumpulan data dilakukan melalui pre-test, post-test, dan angket persepsi siswa, yang dianalisis menggunakan uji paired t-test dan independent t-test. Hasil analisis menunjukkan bahwa terdapat perbedaan yang signifikan dalam peningkatan keterampilan desain grafis antara kedua kelompok. Kelompok eksperimen menunjukkan rata-rata skor yang lebih tinggi dibandingkan kelompok kontrol. Temuan ini menunjukkan bahwa penggunaan Canva sebagai media pembelajaran lebih efektif dalam meningkatkan kreativitas siswa dan pemahaman terhadap materi pembelajaran. Dengan demikian, integrasi teknologi Canva dalam pembelajaran tidak hanya memperkuat literasi digital, tetapi juga meningkatkan keterlibatan dan daya tarik proses pembelajaran secara keseluruhan. Pemanfaatan teknologi digital dalam pendidikan, khususnya dalam pengembangan keterampilan desain, perlu terus didorong sebagai bagian dari persiapan siswa menghadapi tantangan abad ke-21.
Co-Authors Ambawani, Cettra Shandilia Latunusa Annisa Nur Fauziyah Arifina, Dewi Surya Arwin Happy Nur Fauzi Astuti, Ayunda Mustikaning Atikah Mufidah Bambang Sumardjoko Budi Murtiyasa Christina Kartika Sari Dwi Ambarwati, Dwi Dwi Maryani Fatmi Rohmah Nur Hidayati Febrianti T. Lestari Gumgum Gumilar Hapsari, Yofa Nanda Maulidiyah Harsono Harsono Hasanah, Merrina Uswatun Heri Kusuma Heri Kusuma, Heri Heri Susanto Hidayati, Isnaini Nurul Husna, Ahmad Miftahul Indah Dwi Utami Irawan, Ghina Bunga Khusna Alfi Muyassaroh Kurniawan Budi Santoso, Kurniawan Budi Kurniawati, Salsabila Kusuma, Thitha Meista Mulya Lughina A'yun Zahrotu Najma Maharani, Windy Anggita Mega Teguh Budiarto Muhammad Kholid Muhammad Noor Kholid Muhammad Toyib, Muhammad Murwanto Setyo Nugroho Namira, Azza Shafaa Narulita, Della Naufal Ishartono Nazhifah, Husna Nikmah, Nur Solekhatun Ninda Ayu Nur Kusuma Nisita, Indriastri Nur Cholidah, Nur Nur Hanifatur Rahmah Pratama, Deni Radha Sita Prabandari Retno, Andriani Chondro Rita P Khotimah, Rita P Rita Pramujiyanti Khotimah Rosida, Aisya Safitri, Rahma Santosa, Yoga Tegar Sapto Widodo Savitri, Dhea Setyo Nugroho Sigit Haryanto Sinta Devi Kusuma Ardi Sri Sutarni St. Suwarsono Sukasno Sukasno Sukirman Sukirman Sukowati, Berliani Ardelia Sulistiyowati, Dewi Suryanti, Lilis Sutama Suwarno, Bambang Adi Suwarsono Suwarsono Suyatmi Suyatmi Umi Fadlilah, Umi Umi Makhromah, Isnaeni Wawan Suranto Wulandari, Herlina Tri Yunianto, Aan Yustri Mindaryani Zahiroh, Lutfiyya Fajar Zikrul Alwi