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Modeling the determinants of AI integration in primary mathematics education: A structural equation modeling analysis Yulianto, Dwi; Juniawan, Egi Adha; Junaedi, Yusup; Astari; Nurcahyo, Rahmat
Jurnal Elemen Vol 11 No 4 (2025): October
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jel.v11i4.30518

Abstract

This study addresses a critical gap in educational technology research by simultaneously examining the internal and external determinants of Artificial Intelligence (AI) integration in primary mathematics instruction. Using a second-order Structural Equation Modeling (SEM) framework, the study investigates how teachers’ attitudes and TPACK competencies (internal factors), alongside policy support, infrastructure, and community engagement (external factors), influence AI utilization among 516 primary school mathematics teachers in Jakarta, Indonesia. The results reveal that internal factors have a strong direct effect on AI utilization (β = 0.791; p < 0.001), while external factors exert a significant indirect influence via internal mediators (β = 0.217; p < 0.001), despite an insignificant direct effect (β = 0.008; p = 0.908). The model explains 78.1% of the variance in AI utilization (R² = 0.781) and shows high predictive relevance (Q² > 0.70). These findings underscore the pivotal role of teacher readiness in AI integration, with systemic support enhancing its effectiveness through internal capacity-building. The study contributes an empirically validated instrument and a comprehensive ecological model, offering actionable insights for policymakers and educators in developing nations pursuing ethical, equitable, and sustainable AI integration in primary education.
Membangun Motivasi dalam Pembelajaran Matematika Berbasis Media Wordwall: Studi Komparatif tentang Motivasi Model ARCS dan Perspektif Gender di Kalangan Siswa Sekolah Menengah Atas di Lebak-Banten Yulianto, Dwi; Juniawan, Egi Adha; Junaedi, Yusup; Anwar, Syahrul; Umami, Moh Rizal
SJME (Supremum Journal of Mathematics Education) Vol 8 No 2 (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.v8i2.11186

Abstract

This research is motivated by concerns about low student motivation in the educational environment. The main objectives of this study are: 1) to understand the level of motivation among the majority of high school students in Lebak Banten Regency in learning mathematics using the Wordwall media; 2) to explore differences in the level of student motivation based on the ARCS model in mathematics learning utilizing the Wordwall media, considering sex factors; 3) to analyze the percentage of each ARCS aspect contributing to the level of motivation in mathematics learning using the Wordwall media; 4) to identify how the percentage of each ARCS aspect affects the level of motivation in mathematics learning using the Wordwall media, considering sex differences; 5) to examine the influence of Wordwall-based mathematics learning on sex-based motivation seen from the ARCS model. The research method used is quantitative with a quasi-experimental approach and a One-Group Pretest-Posttest research design. The data analysis results show that female students' motivation tends to be higher than that of male students, with the motivation percentage of female students being higher in each aspect of ARCS motivation. The Satisfaction aspect has the highest percentage, which is 78.53%. There is a significant increase in the motivation of male and female students from pretest to posttest. The increase is seen in all four aspects of ARCS motivation. In male students, there is an increase from an average of 47.36% to 75.00%, while in female students, there is an increase from 54.25% to 83.16%. Additionally, there is an influence before and after Wordwall-based mathematics learning based on sex seen from the ARCS model
Revisiting digital game-based mathematics learning: Global insights into thinking and attitudes from a PRISMA-guided review Yulianto, Dwi; Situmeang, Muhamad Sukri; Anwar, Syahrul; Puspitasari, Nita
KALAMATIKA Jurnal Pendidikan Matematika Vol 10 No 2 (2025): KALAMATIKA November 2025
Publisher : FKIP Universitas Muhammadiyah Prof. DR. HAMKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/KALAMATIKA.vol10no2.2025pp94-116

Abstract

This study employed a Systematic Literature Review (SLR) following the PRISMA 2020 guidelines to evaluate the impact of Game-Based Learning (GBL) on students’ cognitive and affective domains in mathematics education. Seventeen empirical studies published between 2018 and early 2025 were rigorously selected based on strict criteria emphasizing methodological quality and relevance to cognitive and affective aspects of mathematics learning. The findings consistently indicate that GBL significantly enhances cognitive outcomes, including conceptual understanding, problem-solving skills, and critical thinking abilities—particularly when supported by digital tools such as augmented reality, 3D escape rooms, and gamified platforms. In addition, GBL positively influences affective outcomes by increasing student motivation, fostering more favorable attitudes toward mathematics, and reducing math anxiety. However, assessments of affective domains remain less standardized than those of cognitive outcomes. Key contextual factors such as students’ prior knowledge, the quality of game design, intervention duration, and teacher preparedness were found to be critical in determining GBL effectiveness. The review also highlights the dominance of digital GBL in resource-rich environments while recognizing the potential of non-digital adaptations in low-resource contexts. Drawing on diverse international evidence, this review underscores GBL’s potential as an innovative pedagogical strategy that effectively integrates cognitive and affective learning. Practical recommendations include culturally responsive game design, comprehensive teacher training, and equitable access to technology to ensure successful GBL implementation across varied educational settings.
Digital Game-Based Learning in Primary Mathematics: A Systematic Review and Meta-Analysis of Research Trends and Learning Outcomes Yulianto, Dwi; Situmeang, Muhamad Mukri; Astari; Nurcahyo, Rahmat
RANGE: Jurnal Pendidikan Matematika Vol. 7 No. 2 (2026): Range Januari 2026
Publisher : Pendidikan Matematika UNIMOR

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32938/jpm.v7i2.10225

Abstract

This study presents a systematic literature review and meta-analysis of 37 empirical articles examining the implementation of Digital Game-Based Learning (DGBL) in primary school mathematics education from 2018 to 2025. Utilizing the PRISMA framework and thematic coding techniques, the study analyzes publication trends, geographical distribution, mathematical content coverage, research methodologies, as well as the types and modes of games employed. The findings indicate a significant increase in publications after 2020, with 42% originating from Asia, particularly China, Indonesia, and Malaysia. Numeracy topics, such as numbers and arithmetic operations, dominate 86% of the studies, while topics like statistics and probability remain underrepresented. Quantitative approaches, especially experimental designs, account for 68% of the methodologies used. Mini-games and individual gameplay modes are the most commonly adopted, whereas collaborative and narrative-based modes remain limited. The meta-analysis reveals that DGBL has a significant positive impact on conceptual understanding, learning motivation, and problem-solving skills. These findings highlight the importance of developing more inclusive, contextualized, and adaptive DGBL designs to strengthen foundational mathematical literacy in the digital era.
Fundamental Financial Ratios and Stock Prices: Panel Evidence from the Indonesia Stock Exchange Yulianto, Dwi; Intan Purnama, Sri
JAK (Jurnal Akuntansi) Kajian Ilmiah Akuntansi Vol. 13 No. 1 (2026)
Publisher : Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/jak.v13i1.11360

Abstract

Stock prices are often influenced by firms’ fundamental factors; however, empirical evidence on the impact of financial ratios on stock prices in emerging markets, including Indonesia, remains mixed. This study aims to analyze the effects of key financial ratios, Return on Assets (ROA), solvency ratios, Tobin’s Q, and the cash ratio, on the stock prices of non-financial firms listed on the Indonesia Stock Exchange (IDX) over the period 2018–2024. The study employs an unbalanced panel dataset drawn from the Osiris database, annual reports, and IDX publications, yielding a total of 3.121 firm-year observations after screening. The dependent variable is measured using the log of year-end stock prices, while the independent variables include lagged ROA, solvency indicators (DER, DAR, and interest coverage), lagged Tobin’s Q, and the cash ratio, with firm size and firm age as control variables. The analysis applies Generalized Least Squares (GLS) as the primary estimation method, complemented by Fixed Effects, Driscoll–Kraay, and System-GMM estimations to ensure robustness against heteroskedasticity, cross-sectional dependence, and dynamic endogeneity. The results show that ROA and Tobin’s Q exert a significant positive effect on stock prices, solvency exhibits a non-linear relationship consistent with trade-off theory, and the cash ratio demonstrates a positive but diminishing effect at excessive cash levels. These findings highlight the importance of fundamental financial ratios in shaping stock price formation in the Indonesian capital market, with practical implications for investment practices and corporate policy strategies.
Analyzing cultural disparities and gender in science literacy and numeracy among senior high school students in Sundaland, Indonesia Yulianto, Dwi; Situmeang, Muhamad Sukri; Junaedi, Yusup; Anwar, Syahrul; Umami, Moh Rizal
Indonesian Journal of Science and Mathematics Education Vol. 9 No. 1 (2026): Indonesian Journal of Science and Mathematics Education
Publisher : Universitas Islam Negeri Raden Intan Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijsme.v9i1.26787

Abstract

Gender and cultural disparities remain pressing challenges in STEM education across Indonesia’s multi-ethnic regions, particularly in Sundaland, where variations in school accreditation, infrastructure readiness, and mother-tongue use stratify learning opportunities. This study examines differences in scientific literacy and numeracy, focusing on the roles of ethnicity, Socioeconomic Status (SES), and mother-tongue use, while also exploring their interactions with gender and school-level conditions. A quantitative survey design using Hierarchical Linear Modeling (HLM) was applied to capture both student- and school-level variations. Data were collected through literacy tests, questionnaires, and interviews from a stratified sample categorized by accreditation, gender, and SES. The results show that Javanese students achieved the highest scores, while Balinese students obtained the lowest in both competencies, largely reflecting differences in infrastructure and technological support. Male students outperformed in numeracy, whereas females excelled in scientific literacy. Mother-tongue use enhanced conceptual understanding, particularly among Batak and Minangkabau students with strong learning traditions. The implications of this research emphasize the need for inclusive and culturally responsive STEM education policies, which can be achieved by strengthening multilingual education, adopting ethnomathematics approaches, and equalizing school quality to reduce the gap in science literacy and numeracy.
PENGARUH PEMBELAJARAN WORDWALL TERHADAP KEMAMPUAN PEMECAHAN MASALAH MATEMATIS SISWA PADA PENGUASAAN ALJABAR DITINJAU DARI DISPOSISI MATEMATIS Indah, Indah; Yulianto, Dwi; Juniawan, Egi Adha
Jurnal Ilmiah Pendidikan Dasar (JIPDAS) Vol 6 No 1 (2026): Vol. 6 No. 1 Edisi Februari 2026
Publisher : Program Studi Pendidikan Guru Sekolah Dasar Fakultas Pendidikan Ilmu Pengetahuan Sosial dan Bahasa Institut Pendidikan Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37081/jipdas.v6i1.3981

Abstract

Penelitian ini dilatarbelakangi oleh rendahnya kemampuan pemecahan masalah dan disposisi matematis siswa pada materi aljabar akibat pembelajaran yang monoton dan minim media interaktif. Tujuannya untuk: (1) menguji pengaruh pembelajaran Wordwall terhadap kemampuan pemecahan masalah matematis; (2) membandingkan kemampuan tersebut antara siswa pengguna Wordwall dan pembelajaran konvensional pada disposisi matematis rendah, sedang, dan tinggi; serta (3) mengetahui interaksi keduanya. Metode yang digunakan adalah eksperimen faktorial (factorial experiment). Populasi diambil mengunakan metode Purposive Sampling yaitu sekolah Negeri di Kalanganyar. Sampel Penelitian mengunakan Cluster Random Sampling yaitu SMP Negeri 4 Kalanganyar. Instrumen berupa tes pemecahan masalah dan angket disposisi matematis yang telah valid dan reliabel. Analisis menggunakan ANOVA dua arah. Hasilnya menunjukkan: (1) Wordwall berpengaruh signifikan terhadap kemampuan pemecahan masalah; (2) terdapat perbedaan signifikan kemampuan berdasarkan tingkat disposisi matematis; dan (3) terdapat interaksi signifikan antara penggunaan Wordwall dan disposisi matematis. Disarankan penelitian selanjutnya memperluas materi, menambah durasi, dan mengombinasikan Wordwall dengan strategi lain.
PENGARUH MODEL PEMBELAJARAN STEM BERBASIS PYTHAGORAS CUP TERHADAP DISPOSISI MATEMATIS DAN KEMAMPUAN BERPIKIR KREATIF MATEMATIS SISWA SD Maryanti, Lala; Yulianto, Dwi; Junaedi, Yusup
Jurnal Ilmiah Pendidikan Dasar (JIPDAS) Vol 6 No 1 (2026): Vol. 6 No. 1 Edisi Februari 2026
Publisher : Program Studi Pendidikan Guru Sekolah Dasar Fakultas Pendidikan Ilmu Pengetahuan Sosial dan Bahasa Institut Pendidikan Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37081/jipdas.v6i1.3990

Abstract

Penelitian ini dilatarbelakangi oleh rendahnya disposisi matematis dan kemampuan berpikir kreatif matematis siswa sekolah dasar akibat pembelajaran yang masih bersifat konvensional dan kurang interaktif. Tujuan penelitian ini adalah untuk mengetahui pengaruh model pembelajaran STEM berbasis Pythagoras Cup terhadap disposisi matematis dan kemampuan berpikir kreatif matematis siswa SD. Metode penelitian yang digunakan adalah quasi eksperimen. Sampel penelitian berjumlah 64 siswa, terdiri atas kelas V-A berjumlah 32 siswa sebagai kelas control dan kelas V-B berjumlah 32 siswa sebagai kelas eksperimen. Instrumen penelitian berupa angket disposisi matematis dan tes kemampuan berpikir kreatif matematis. Hasil analisis menunjukkan bahwa (1) model pembelajaran STEM berbasis Pythagoras Cup berpengaruh signifikan terhadap disposisi matematis siswa, (2) model pembelajaran STEM berbasis Pythagoras Cup berpengaruh signifikan terhadap kemampuan berpikir kreatif matematis siswa, (3) terdapat perbedaan disposisi matematis antara kelas eksperimen dan kelas kontrol, (4) terdapat perbedaan signifikan kemampuan berpikir kreatif matematis antara kelas eksperimen dan kontrol. Dengan demikian dapat disimpulkan bahwa penerapan model pembelajaran STEM berbasis Pythagoras Cup mampu meningkatkan disposisi matematis dan kemampuan berpikir kreatif matematis siswa SD secara lebih efektif dibandingkan pembelajaran konvensional. persingkat lagi.