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Computational Thinking in Mathematics Education : A Systematic Literature Review on its Implementation and Impact on Students' Learning Ahmad Lutfi Fauzi; Y S Kusumah; Elah Nurlaelah; Dadang Juandi
Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran Vol 10, No 2 (2024): June
Publisher : Universitas Pendidikan Mandalika (UNDIKMA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/jk.v10i2.11140

Abstract

This study aims to analyze the impact of mathematics learning using Computational Thinking (CT) integration and to enlighten educators, researchers, and policy makers on the tactics, benefits, and challenges involved in incorporating CT into mathematics education by synthesizing existing research and educational initiatives. Using the systematic literature review (SLR) method with a qualitative approach, the results of this research were in the form of descriptive analysis. The database used was Scopus to filter relevant material about CT and mathematics education. Based on the search, nine publications from 2019 – 2023 were selected systematically based on the PRISMA protocol. This study's results indicated a relationship between CT and several students' mathematical abilities, such as problem-solving and improving problem-solving skills. Not only can it improve the cognitive side of students, but CT can also improve students' affective side, such as increasing creativity, confidence, and involvement in the learning process. The impact felt is not only in the micro scope (in the classroom), but can also be macro. CT can improve the quality of higher learning, so CT research can be used to determine a country's curriculum.
The effect of experiential learning and directed instructions assisted by augmented reality on students' self-regulated learning Aya Shofia Maulida; Wahyudin Wahyudin; Turmudi Turmudi; Elah Nurlaelah
Jurnal Infinity Vol 13 No 2 (2024): VOLUME 13, NUMBER 2, INFINITY
Publisher : IKIP Siliwangi and I-MES

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22460/infinity.v13i2.p553-568

Abstract

In the last decade, augmented reality has been one type of virtual reality technology. AR can be applied to mobile learning, improving efficiency and effectiveness in education, even for learning mathematics. The study aims to analyze and describe comprehensively the effect of experiential learning and direct instruction assisted by augmented reality on the acquisition and improvement of students' mathematical reasoning abilities. This research uses quantitative methods with a quasi-experimental, one-group pretest-posttest design and a pretest-posttest control group design. The sample in this study consisted of 50 students in the eighth grade at one of the secondary schools in Bandung, Indonesia. The instrument in this study is a set of mathematical reasoning ability tests. The results of this study concluded that 1) Based on the standard of the deviation, the descriptive spread of scores for achieving mathematical reasoning abilities of students learning with experiential learning assisted by augmented reality (more widespread); 2) Cohen's d value on the output paired samples effect sizes was 14.003 with a point estimate of (large) so the value of the effects sizes obtained shows that the implementation of experiential learning assisted augmented reality has a major effect on the acquisition of mathematical reasoning abilities; 3) The mean achievement of mathematical reasoning abilities of students studying with experiential learning assisted by augmented reality was 60.38 relatively lower than the mean achieving mathematics reasoning abilities of students who studied with directed instructions assisted by augmented reality, 70.33; 4) The effect size value shown by the value is -3.50, and this value is less than 0.2, so based on Cohen's d criterion, then the effect of experiential learning assisted by augmented reality on the acquisition of mathematical reasoning abilities students are in the small category. The findings combine experiential learning and directed instructions assisted by augmented reality, influencing students' reasoning ability mathematically.
ANALISIS HAMBATAN BELAJAR SISWA PADA MATERI PERSAMAAN TRIGONOMETRI Aulia Khairunnisa; Elah Nurlaelah; Sumanang Muhtar Gozali
Journal on Mathematics Education Research (J-MER) Vol 3, No 1 (2022)
Publisher : Departemen Pendidikan Matematika, FPMIPA, UPI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17509/j-mer.v3i1.53846

Abstract

In learning activities at school students often have difficulty solving math problems, especially during the process of solving math problems. Teachers must know the difficulties that students have when solving a mathematical problem in learning at school. The Aim of this study is to analyze student learning barriers in the material of trigonometric equations in 11th grade of senior high school. This research was conducted in one of the senior high schools in Lampung. The subjects of this study were students in that school. The type of research used in this research is descriptive qualitative research. The data collection technique in this study is a written test and students interview. The data obtained were collected and then analyzed using descriptive analysis, by describing the results of student answers in the form of errors in answering test questions. The results showed that students had difficulties in understanding concepts, principles and operations on the material of trigonometric equations.Keywords: learning obstacle, student difficulties, trigonometric equations 
Pembelajaran Materi Garis Bilangan dengan Berbantuan Alat Peraga Number Line pada Siswa Sekolah Menengah Pertama Agna Ilma Taofik; Faizah Nurwita; Muhammad Ridha; Norma Septiani; Peni Fauziah Puadah; Muhammad Azhari Panjaitan; Qania Agustika Siagian; Dadang Juandi; Elah Nurlaelah
Jurnal Pengabdian kepada Masyarakat Indonesia (JPKMI) Vol. 3 No. 1 (2023): April : Jurnal Pengabdian Kepada Masyarakat Indonesia (JPKMI)
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jpkmi.v3i1.1219

Abstract

Number line material is an essential material in learning mathematics. However, in fact some students experience difficulties in the learning process of number line material. As was found among students at the Graha Asuh Jabal 165 Foundation, only seven of twenty five children said they liked mathematics at the Al-Hilal 3 Sarijadi Foundation. Based on the problems found, this service activity aims to help students understand number line material. The method for implementing this activity consists of three stages, namely: (1) the activity planning stage; (2) implementation stage; and (3) evaluation stage. The results obtained in this service activity are in the form of post-test results which show that there is an increase in student responses from the results of the pre-test conducted at the beginning of learning.
Characteristics of Mathematical Reversible Thinking in Junior High School Students Aneu - Pebrianti; Suhendra Suhendra; Elah Nurlaelah; Dadang Juandi
Didaktik Matematika Vol 10, No 2 (2023): October 2023
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jdm.v10i2.31820

Abstract

Reversible thinking is a mathematical competency that influences students' success in solving problems. Problem-solving is the core of mathematics education. This research aims to identify the characteristics of students' thinking in solving problems that require reversible thinking ability. A qualitative method with a case study approach was used in this research. The study used tests and interviews on 44 eighth-grade students in West Java, Indonesia. In-depth interviews were conducted with representative students whose answers were representative of the other students. All students' answers were analyzed using the thematic analysis software ATLAS.ti. According to the characteristic indicators of reversible thinking. This study found that junior high school students' ability in reversible thinking is not optimal. Some students who successfully solve problems are limited to using backward thinking processes rather than invertible ones. The other students still have difficulties constructing answers due to the limited context when students first learn the concept (problems with forward-thinking). Thus, this ability needs to be understood by students as one factor that supports the success of the problem-solving process.
Student Semiotic Representation Skills in Solving Mathematics Problems Wa Ode Dahiana; Tatang Herman; Elah Nurlaelah; Jerito Pereira
Didaktik Matematika Vol 10, No 1 (2023): April 2023
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jdm.v10i1.30770

Abstract

Representational transformation skills significantly influence students' success in problem-solving. Students who struggle with representational transformation skills are often less adept at utilizing mathematical ideas and relationships, and vice versa. Therefore, this study used a qualitative, descriptive-interpretive approach to examine students' semiotic representation skills when solving mathematical problems. The research was conducted in a Year 9 classroom in a public school in Bandung, Indonesia, with 30 participants divided into high, middle, and low-ability groups based on their level of mathematical ability. Data was collected using both test and interview techniques. The results indicated that students in the high and middle ability groups had adequate skills in algebraic treatment and conversion from algebra to geometry and verbal expression skills for constructing algebraic expressions and converting verbal statements into mathematical equations. In contrast, the low-ability group demonstrated a lack of semiotic representation skills in problem-solving. These findings highlight the importance of transformation and conversion skills in mathematical problem-solving activities and can be valuable information for teachers and observers of mathematics education.
Kemampuan Computational Thinking Siswa SMP dalam Pemecahan Masalah Deret Aritmatika Fildzah Aulia Ahmad; Elah Nurlaelah; Endang Cahya Mulyaning A
JIPM (Jurnal Ilmiah Pendidikan Matematika) Vol. 14 No. 2 (2026)
Publisher : Universitas PGRI Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25273/jipm.v14i2.22722

Abstract

Penelitian ini bertujuan untuk menganalisis kemampuan Computational Thinking (CT) siswa SMP dalam menyelesaikan soal matematika pada materi deret aritmetika ditinjau dari Kemampuan Awal Matematis (KAM). Penelitian ini menggunakan pendekatan deskriptif kualitatif dengan subjek siswa kelas VIII yang dipilih berdasarkan kategori KAM tinggi, sedang, dan rendah. Instrumen penelitian terdiri dari tes uraian dan pedoman wawancara. Hasil penelitian menunjukkan bahwa siswa dengan KAM tinggi mampu memenuhi seluruh indikator CT, yaitu decomposition, pattern recognition, abstraCTion, dan algorithm. Siswa dengan KAM sedang hanya mampu memenuhi sebagian indikator, sedangkan siswa dengan KAM rendah cenderung hanya memenuhi dua indikator awal. Temuan ini diperkuat oleh hasil wawancara yang menunjukkan bahwa siswa dengan KAM rendah mengalami kesulitan dalam menyusun strategi penyelesaian yang sistematis. Penelitian ini menyimpulkan bahwa KAM berperan penting dalam mendukung kemampuan CT siswa, sehingga diperlukan pendekatan pembelajaran yang adaptif dan kontekstual.   This study aims to analyze the Computational Thinking (CT) skills of junior high school students in solving arithmetic sequence problems based on their prior mathematical ability (KAM). A descriptive qualitative approach was employed, involving grade VIII students categorized into high, medium, and low KAM levels. Research instruments included problem-solving tests and interview guidelines. The findings indicate that students with high KAM were able to meet all CT indicators: decomposition, pattern recognition, abstraction, and algorithm. Students with medium KAM demonstrated partial mastery, while those with low KAM mostly fulfilled only the first two indicators. Interview results confirmed that low-KAM students had difficulty constructing systematic problem-solving strategies. The study concludes that prior mathematical ability plays a significant role in supporting students' CT skills, thus emphasizing the need for adaptive and contextual learning approaches.
Tren Penelitian Kemampuan Representasi Matematis dalam Jurnal Pendidikan Matematika Berorientasi Sustainable Living di Indonesia: Tinjauan dari Desain Penelitian sampai Analisis Data Dini Andiani; Darhim; Elah Nurlaelah; Fadli Azis
Jurnal Riset Pendidikan Matematika Jakarta Vol. 8 No. 1 (2026): Vol. 8 No. 1 (2026): Jurnal Riset Pendidikan Matematika Jakarta Volume 8, Nomor
Publisher : Universitas Negeri Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/jrpmj.v8i1.66105

Abstract

Penelitian ini bertujuan untuk mengkaji tren penelitian pendidikan mengenai kemampuan representasi matematis yang dipublikasikan dalam jurnal-jurnal pendidikan matematika di Indonesia pada periode 2014 sampai 2022. Dengan menggunakan pendekatan analisis isi kualitatif, penelitian ini menelaah berbagai pola yang meliputi desain penelitian, jenjang pendidikan subjek penelitian, topik matematika yang dikaji, teknik analisis data yang digunakan, pemanfaatan teknologi dalam pembelajaran, serta keterkaitannya dengan Tujuan Pembangunan Berkelanjutan (Sustainable Development Goals / SDGs). Hasil kajian menunjukkan bahwa jumlah publikasi mengalami perkembangan yang tidak stabil, dengan peningkatan yang cukup signifikan pada tahun 2018 setelah terjadi penurunan tajam pada tahun 2017. Dari sisi metodologi, desain penelitian kuantitatif masih sangat mendominasi, khususnya penelitian yang menggunakan statistik deskriptif dan metode inferensial dasar, seperti uji t dan ANOVA. Ditinjau dari subjek penelitian, peserta didik tingkat sekolah menengah pertama merupakan kelompok yang paling sering dijadikan objek kajian. Sementara itu, materi geometri menjadi topik yang paling banyak diteliti, sedangkan domain bilangan masih relatif jarang mendapatkan perhatian. Dalam aspek pemanfaatan teknologi, sebagian besar penelitian belum mengintegrasikan teknologi secara eksplisit dalam proses pembelajaran, meskipun terdapat peningkatan yang cukup terlihat pada masa pandemi COVID-19. Selain itu, meskipun sebagian besar penelitian secara tidak langsung mendukung pencapaian SDG 4 tentang pendidikan berkualitas, keterkaitan secara eksplisit dengan kerangka keberlanjutan global masih sangat terbatas. Berdasarkan temuan tersebut, penelitian ini menegaskan pentingnya pengembangan kajian selanjutnya yang lebih beragam dari sisi metodologi, lebih luas dalam cakupan materi matematika, serta lebih terarah dalam mengaitkan penelitian pendidikan matematika dengan agenda pendidikan global dan pembangunan berkelanjutan.
Eksplorasi Kemampuan Berpikir Kritis Matematis Siswa SMA dalam Menyelesaikan Soal Matriks Ditinjau dari Self-Confidence Hafizah Aqilah; Elah Nurlaelah; Jarnawi Afgani Dahlan
JagoMIPA: Jurnal Pendidikan Matematika dan IPA Vol. 6 No. 2 (2026): JagoMIPA: Jurnal Pendidikan Matematika dan IPA
Publisher : Yayasan Pendidikan Bima Berilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53299/jagomipa.v6i2.4397

Abstract

Kemampuan berpikir kritis matematis siswa masih tergolong rendah, sedangkan kemampuan tersebut penting dalam pembelajaran matematika. Salah satu faktor yang memiliki keterkaitan dengan kemampuan berpikir kritis matematis adalah self-confidence. Oleh karena itu, penelitian ini bertujuan untuk menganalisis dan mendeskripsikan kemampuan berpikir kritis matematis siswa kelas XI di salah satu SMA di Riau berdasarkan tingkat self-confidence yang dimiliki. Jenis penelitian ini adalah penelitian kualitatif dengan metode deskriptif. Subjek penelitian berjumlah 32 siswa yang dipilih dengan menggunakan teknik purposive sampling. Instrumen penelitian yang digunakan meliputi tes kemampuan berpikir kritis matematis pada materi matriks yang terdiri dari 6 soal yang sesuai dengan indikator kemampuan berpikir kritis matematis, angket skala self-confidence yang terdiri dari 23 pernyataan, dan pedoman wawancara. Keabsahan data dilakukan dengan teknik triangulasi metode untuk memperoleh data yang lebih komprehensif. Hasil penelitian menunjukkan bahwa siswa dengan self-confidence tinggi memiliki kemampuan berpikir kritis matematis yang lebih baik dibandingkan siswa dengan self-confidence sedang dan rendah. Siswa dengan self-confidence sedang menunjukkan kemampuan berpikir kritis matematis berkategori cukup, sedangkan siswa dengan self-confidence rendah, hasil kemampuan berpikir kritis matematisnya berkategori kurang. Demikian, dapat disimpulkan bahwa semakin tinggi tingkat self-confidence siswa, maka semakin baik pula kemampuan berpikir kritis matematis siswa.
Rasch Model Analysis of Algebraic Numeracy Literacy Items Using Winsteps Rifqi Hidayat; Turmudi Turmudi; Jarnawi Jarnawi; Elah Nurlaelah
Journal of General Education and Humanities Vol. 4 No. 4 (2025): November
Publisher : MASI Mandiri Edukasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58421/gehu.v4i4.736

Abstract

The limited availability of valid and reliable numeracy literacy test instruments, particularly in the algebra domain, for junior high school students in preparation for the Minimum Competency Assessment exam makes this research important to conduct. This study aims to describe the quality of a numeracy literacy test instrument in the algebra domain for junior high school students. It is a quantitative study with a descriptive approach. This method is used to describe the quality of the numeracy literacy test instrument in the algebra domain, which was developed based on Rasch modeling. The research procedure comprises three main phases: item development, limited trial testing with 8th-grade students, and item quality analysis using the Rasch model analysis with the Winsteps software. The developed numeracy literacy test instrument consists of 12 essay questions. The instrument was then used to collect quantitative data from 34 8th-grade students selected as research respondents through purposive sampling. The results indicate that one item is categorized as invalid (requiring revision), while the remaining items are deemed valid. The reliability index is 0.80, which falls into the ideal category. The analysis of item difficulty levels reveals that one item is categorized as difficult, nine items as moderate, and two items as easy. Overall, the developed algebra numeracy literacy instrument meets the criteria of Rasch modelling, although one item requires revision. Teachers can use this instrument as an assessment tool to evaluate students' algebraic numeracy literacy skills in junior high school. This instrument can also serve as a model for developing numeracy literacy test instruments in other domains.