Development of Scratch Learning Multimedia to Improve Mathematical Literacy Skills on Statistics Material
Abstract
Abstract: This study aims to analyse the validity, practicality, and effectiveness of Scratch learning multimedia in improving students' mathematical literacy skills. This research method is Research and Development (R&D) with ADDIE development model (Analyze, Design, Development, Implementation, and Evaluation). The sample of this research was VIII C students of SMP Negeri 1 Tegalrejo as many as 32 students. The sampling technique used purposive sampling. The data collection techniques were interviews, questionnaires, observation sheets, and tests. The results showed that Scratch learning multimedia was in the very valid category with the acquisition of 80% material validity and 83.56% media validity. Scratch learning multimedia is classified as a very practical category with a percentage of 81.87% based on student responses and 98.33% teacher responses. In addition, this multimedia is effective for improving mathematical literacy skills as evidenced by the difference in pre-test and post-test scores, with an N-Gain value of 0.43 including the moderate category. It can be concluded that the development of Scratch learning multimedia is valid, practical, and effective to improve students' mathematical literacy skills.
Keywords: mathematical literacy, scratch multimedia, statistics.
DOI: http://dx.doi.org/10.23960/jpmipa/v26i1.pp20-35
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Abdulrahaman, M. D., Faruk, N., Oloyede, A. A., Surajudeen-Bakinde, N. T., Olawoyin, L. A., Mejabi, O. V., Imam-Fulani, Y. O., Fahm, A. O., & Azeez, A. L. (2020). Multimedia tools in the teaching and learning processes: A systematic review. Heliyon, 6(11), e05312. https://doi.org/10.1016/j.heliyon.2020.e05312
Aldoobie, N. (2015). ADDIE Model. American International Journal of Contemporary Research ADDIE, 5(6), 68–72.
Aminah, N., Sukestiyarno, Y. L., Cahyono, A. N., & Maat, S. M. (2023). Student activities in solving mathematics problems with a computational thinking using Scratch. International Journal of Evaluation and Research in Education, 12(2), 613–621. https://doi.org/10.11591/ijere.v12i2.23308
Benton, L., Hoyles, C., Kalas, I., & Noss, R. (2017). Bridging primary programming and mathematics : some findings of design research in england. Digital Experiences in Mathematics Education, 3, 115–138. https://doi.org/10.1007/s40751-017-0028-x
Bernard, M., & Setiawan, W. (2020). Developing math games media using scratch language. Journal of Physics: Conference Series, 1657(012064), 1–10. https://doi.org/10.1088/1742-6596/1657/1/012064
Bolstad, O. H. (2023). Lower secondary students’ encounters with mathematical literacy. Mathematics Education Research Journal, 35(1), 237–253. https://doi.org/ 10.1007/s13394-021-00386-7
Branch, R. M. (2009). Instructional Design: The ADDIE Approach. Springer.
Calao, L. A., Moreno-Leon, J., Correa, H. E., & Robles, G. (2015). Developing mathematical thinking with scratch an experiment with 6th grade students. Lecture Notes in Computer Science, September. https://doi.org/10.1007/978-3-319-24258-3
Calder, N. (2018). Using scratch to facilitate mathematical thinking. Waikato Journal of Education, 23(2), 43–58. https://doi.org/10.15663/wje.v23i2.654.To
Demir, F. (2023). A correlational evaluation between students mathematics literacy and high school entrance exam results. Journal of Pedagogical Sociology and Psychology, 5(3). https://doi.org/10.33902/jpsp.202323579
Fagerlund, J., Häkkinen, P., Vesisenaho, M., & Viiri, J. (2021). Computational thinking in programming with Scratch in primary schools: A systematic review. Computer Applications in Engineering Education, 29(1), 12–28. https://doi.org/ 10.1002/cae.22255
Fajaruddin, S., Retnawati, H., Wijaya, T. T., Ramadhan, S., & Prihatni, Y. (2021). Alhamdulillah, butir pengembangan instrumen penilaian artikel jurnal ilmiah dikatakan valid oleh para rater. Measurement in Educational Research, 1(2), 89–96.
Fatwa, V. C., Septian, A., & Inayah, S. (2019). Kemampuan literasi matematis siswa melalui model pembelajaran problem based instruction. Mosharafa: Jurnal Pendidikan Matematika, 8(3), 389–398. https://doi.org/10.31980/ mosharafa.v8i3.535
Fidai, A., Capraro, M. M., & Capraro, R. M. (2020). “Scratch”-ing computational thinking with Arduino: A meta-analysis. Thinking Skills and Creativity, 38, 100726. https://doi.org/10.1016/j.tsc.2020.100726
Fitrianingsih, A. N. A., Rosjanuardi, R., & Sudihartinih, E. (2024). Super geo-bros game: a scratch-based mathematics game for learning geometric transformations to improve learning outcomes. Jurnal Pendidikan MIPA, 25(2), 792–802.
Haara, F. O., Bolstad, O. H., & Jenssen, E. S. (2021). Research on mathematical literacy in schools - Aim, approach and attention. European Journal of Science and Mathematics Education, 5(3), 285–313. https://doi.org/10.30935/scimath/9512
Hughes, J., Gadanidis, G., & Yiu, C. (2016). Digital making in elementary mathematics education. Digital Experiences in Mathematics Education, 3, 139–153. https://doi.org/10.1007/s40751-016-0020-x
Kobsiripat, W. (2015). Effects of the media to promote the scratch programming capabilities creativity of elementary school students. Procedia - Social and Behavioral Sciences, 174, 227–232. https://doi.org/10.1016/j.sbspro.2015.01.651
Larson, M. G. (2006). Descriptive statistics and graphical displays. Circulation, 114(1), 76–81. https://doi.org/10.1161/CIRCULATIONAHA.105.584474
Marcelino, M. J., Pessoa, T., Vieira, C., Salvador, T., & Mendes, A. J. (2017). Learning computational thinking and scratch at distance. Computers in Human Behavior, 80, 470–477. https://doi.org/10.1016/j.chb.2017.09.025
Mayer, R. E., & Moreno, R. (2002). Aids to computer-based multimedia learning. Learning and Instruction, 12(1), 107–119. https://doi.org/10.1016/S0959-4752(01)00018-4
Muhaimin, L. H., Sholikhakh, R. A., Yulianti, S., Ardani, Hendriyanto, A., & Sahara, S. (2024). Unlocking the secrets of students’ mathematical literacy to solve mathematical problems: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 20(4), em2428. https://doi.org/10.29333/ejmste/14404
Nugraha, F., Edy Mulyono, S., & Wahyudin, A. (2023). The effectiveness of infographic learning media in increasing learning interest, visual spatial intelligence and student learning outcomes in gugus ahmad yani KEC. Kuningan. International Journal of Research and Review, 10(5), 383–390. https://doi.org/10.52403/ijrr.20230545
OECD. (2023). PISA 2022 assessment and analytical framework. PISA, OECD Publishing. https://doi.org/10.1787/dfe0bf9c-en
Pamungkas, M. D., Rahmawati, F., & Apriliyani, M. N. (2021). Teaching spatial geometry with geogebra: Can it improve the problem-solving skills of prospective mathematics teachers? Journal of Physics: Conference Series, 1918(4), 042082. https://doi.org/10.1088/1742-6596/1918/4/042082
Pamungkas, M. D., Waluya, S. B., Mariani, S., Isnarto, I., Rahmawati, F., Noor Kholid, M., & Laksmiwati, P. A. (2024). Enhancing complex problem-solving skills through stem-based spatial geometry e-modules. Qubahan Academic Journal, 4(3), 541–556. https://doi.org/10.48161/qaj.v4n3a794
Panggabean, D. D., Sinuraya, J., Harahap, M. H., & Goni, F. P. K. (2022). The feasibility and practicality of learning multimedia based on whiteboard animation of momentum and impulse towards first grade of senior high school student learning motivation. International Journal of Current Science Research and Review, 05(11), 4216–4225. https://doi.org/10.47191/ijcsrr/v5-i11-19
Payadnya, I. P. A. A., & Jayantika, I. G. A. N. T. (2018). Panduan penelitian eksperimen beserta analisis statistik dengan SPSS. Deepublish.
Pérez-Jorge, D., & Martínez-Murciano, M. C. (2022). Gamification with scratch or app inventor in higher education: a systematic review. Future Internet, 14(374). https://doi.org/10.3390/fi14120374
Perez-Marin, D., Hijon-Neira, R., Bacelo, A., & Pizarro, C. (2020). Can computational thinking be improved by using a methodology based on metaphors and Scratch to teach computer programming to children? Computers in Human Behavior, 105, 105849. https://doi.org/10.1016/j.chb.2018.12.027
Pradana, L. N., Sholikhah, O. H., Maharani, S., & Kholid, M. N. (2020). Virtual mathematics kits (VMK): Connecting digital media to mathematical literacy. International Journal of Emerging Technologies in Learning, 15(3), 234–241. https://doi.org/10.3991/ijet.v15i03.11674
Qomario, Q., Tohir, A., & Prastyo, C. (2022). Math poster with augment reality to increase learning outcome of students’ high school. International Journal of Trends in Mathematics Education Research, 5(1), 69–73. https://doi.org/10.33122/ijtmer. v5i1.106
Retnawati, H. (2016). Analisis kuantitatif instrumen penelitian. Parama Publishing.
Rodríguez-martínez, J. A., González-calero, J. A., & Sáez-lópez, M. (2019). Computational thinking and mathematics using Scratch : an experiment with sixth-grade students. Interactive Learning Environments, 0(0), 1–12. https://doi.org/10.1080/10494820.2019.1612448
Rosydiana, E. A., Sudjimat, D. A., & Utama, C. (2023). Effect of digital learning media using scratch game based learning on student problem solving skills. Jurnal Penelitian Pendidikan IPA, 9(11), 10010–10015. https://doi.org/10.29303/ jppipa.v9i11.4876
Sáez-López, J. M., Román-González, M., & Vázquez-Cano, E. (2016). Visual programming languages integrated across the curriculum in elementary school: A two year case study using “scratch” in five schools. Computers and Education, 97, 129–141. https://doi.org/10.1016/j.compedu.2016.03.003
Sholehah, A. J. S., Cahyanti, K. N., Dini, N. A., & Hidayatussolehah, N. (2024). Analysis of the role of image media in the mathematics learning process amid technological development. International Journal of Education and Teaching Zone, 3(2), 161–171. https://doi.org/10.57092/ijetz.v3i2.176
Sikko, S. A. (2023). What can we learn from the different understandings of mathematical literacy? Numeracy, 16(1). https://doi.org/10.5038/1936-4660.16.1.1410
Sitompul, R. S. I., Budayasa, I. K., & Masriyah. (2019). Mathematics literacy of secondary students in solving simultanenous linear equations. Journal of Physics: Conference Series, 947(1). https://doi.org/10.1088/1742-6596/947/1/012019
Sugiyono. (2016). Metode penelitian kombinasi (mix methods) (Sutopo (ed.)). Alfabeta.
Taley, I. B., Amponsah, A., & Kpai, H. (2024). Exploring the factors that influence students’ interest in using Scratch to learn coordinate Geometry: An integrated model based on the Technology Acceptance Model. Journal of ICT in Education, 2020.
Tolentino, J. C. G., Danganan, C. G., David, A. A., & Peña, J. T. (2023). Development and validation of a booklet in educational research: a supplementary material for filipino teacher education students. Multidisciplinary Journal for Education, Social and Technological Sciences, 10(2), 1–23. https://doi.org/10.4995/muse.2023.18678
Yaftian, N., & Barghamadi, S. (2022). The effect of teaching using multimedia on mathematical anxiety and motivation. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 7(2), 55–63. https://doi.org/10.23917/ jramathedu.v7i2.16141
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