Development of a Website for Solving Mathematical Problems to Enhance Vocational High School Students' Motivation
Abstract
This study aims to enhance mathematics learning outcomes by developing a problem-solving learning website to motivate students on sequences and series material at SMK Ksatrian Purwokerto. The research method employs an R&D approach using the ADDIE model and purposive sampling. Samples were drawn from Class XI TKJ 3 as the control group and Class XI TKJ 5 as the experimental group (website). The problem-solving strategy utilized Polya's steps. Hypothesis testing was conducted using an independent t-test to analyze mean differences, with the One-Sample Kolmogorov-Smirnov test for normality as a prerequisite. Results indicate that the data met assumptions of normality and homogeneity, and the implementation of the website-based problem-solving approach significantly improved students' cognitive scores and learning motivation on sequences and series material compared to the control group. Correlation analysis reveals a positive influence between problem-solving ability and learning motivation.
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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/https://doi.org/10.1016/j.heliyon.2020.e05312
Adiastuty, N., Sumarni, Nurhayati, N., & Rukoyah, S. S. (2025). Development Of An Interactive Flipbook-Based E-Module To Enhance Students’ Ability To Understand Mathematical Concepts In Arithmetic Sequences And Series. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 14(4), 1733–1744. https://doi.org/https://doi.org/10.24127/ajpm.v14i4.11429
Aini, Q., Aisyah, D. N., Putri, T. I., & Izzatika, A. (2024). Analysis of the Increase in Efficacy and Motivation to Learn Mathematics towards the Use of Interactive Learning Model in Elementary School. Indonesian Journal of Education & Mathematical Science, 5(3), 223–227. https://doi.org/10.30596/ijems.v5i3.21436
Akın, A. (2022). The effectiveness of web-based Mathematics instruction analytic research. Education and Information Technologies, 27, 8015–8040. https://doi.org/https://doi.org/10.1007/s10639-022-10931-x
Alivana, R. P. A., & Masriyah. (2025). Kemampuan Pemecahan Masalah Matematis Peserta Didik yang memiliki Habits of mind: Thinking Interdependently (HTI) ditinjau dari kemampuan matematika sedang dan rendah. Mathedunesa, 14(1), 73–84. https://doi.org/10.26740/mathedunesa.v14n1.p73-84
AlShaikh, R., Al-Malki, N., & Almasre, M. (2024). The implementation of the cognitive theory of multimedia learning in the design and evaluation of an AI educational video assistant utilizing large language models. Heliyon, 10(3), e25361. https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e25361
Amalina, I. K., Vidákovich, T., Akhmetova, A., & Brečka, P. (2026). Integrated STEM-based mathematical problem-solving skills of students: The role of prior mathematical knowledge and text comprehension skills. Thinking Skills and Creativity, 61, 102149. https://doi.org/https://doi.org/10.1016/j.tsc.2026.102149
Amsari, D., Arnawa, I. M., & Yerizon. (2022). Development of a Local Instructional Theory for the Sequences and Series Concept Based on Contextual Teaching and Learning. Linguistics and Culture, 6, 434–449.
Andrić, J. M., Saeed, N., & Ammari Allahyari, T. M. (2026). Improving Students’ Motivation, Engagement and Learning Environment in a Transnational Civil Engineering Program. Education Sciences, 16(1), 61. https://doi.org/10.3390/educsci16010061
Ario, M., Suhendra, Jupri, A., & Nurlaelah, E. (2025). Students’ Errors and Learning Obstacles in Solving Algebraic Word Problems: Hermeneutic Phenomenology. Education Sciences, 15(12), 1–27. https://doi.org/10.3390/educsci15121674
Azamfirei, L., Meliț, L. E., Mărginean, C. O., Văsieșiu, A. M., Cotoi, O. S., Bică, C., Muntean, D. L., Gurzu, S., Brînzaniuc, K., Bănescu, C., Slevin, M., Varga, A., & Muresan, S. (2025). Student-Centered Curriculum: The Innovative, Integrative, and Comprehensive Model of “George Emil Palade” University of Medicine, Pharmacy, Sciences, and Technology of Targu Mures. Education Sciences, 15(8), 1–16. https://doi.org/10.3390/educsci15080943
Bishop, M. (2020). Hypertext Transfer Protocol Version 3 (HTTP/3). https://api.semanticscholar.org/CorpusID:108335876
Chacón-Castro, M., Buele, J., López-Rueda, A. D., & Jadán-Guerrero, J. (2023). Pólya’s Methodology for Strengthening Problem-Solving Skills in Differential Equations: A Case Study in Colombia. Computers, 12(11), 1–21. https://doi.org/10.3390/computers12110239
Chiu, M. S. (2023). Detected Affect During Online Mathematics Learning Mediate Self-Report Motivation Changes : Examining a Motivation-Affect Regulation Model. Futurity Education, 3, 21–42.
Cimino, A., Elbasheer, M., Longo, F., Mirabelli, G., Solina, V., & Veltri, P. (2025). Automatic simulation models generation in industrial systems: A systematic literature review and outlook towards simulation technology in the Industry 5.0. Journal of Manufacturing Systems, 80, 859–882. https://doi.org/https://doi.org/10.1016/j.jmsy.2025.03.027
Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791
Darmawan, Budiyono, & Pratiwi. (2019). Mathematics learning achievement of vocational high school students ’ viewed by adversity quotient Mathematics learning achievement of vocational high school students ’ viewed by adversity quotient. Journal of Physics: Conference Series PAPER, 1157, 1–8. https://doi.org/10.1088/1742-6596/1157/4/042121
Daryanes, F., Darmadi, D., Fikri, K., Sayuti, I., Rusandi, M. A., & Situmorang, D. D. B. (2023). The development of articulate storyline interactive learning media based on case methods to train student’s problem-solving ability. Heliyon, 9(4). https://doi.org/https://doi.org/10.1016/j.heliyon.2023.e15082
De Witte, B., Reynaert, V., Kieken, D., Jabbour, J., Demarey, C., Dumoulin, A., & Possik, J. (2026). Immersive virtual reality learning and cognitive load: A multiple-day field study. Computers in Human Behavior, 176, 108853. https://doi.org/https://doi.org/10.1016/j.chb.2025.108853
Di Pietro, G., & Castaño Muñoz, J. (2025). A meta-analysis on the effect of technology on the achievement of less advantaged students. Computers & Education, 226, 105197. https://doi.org/https://doi.org/10.1016/j.compedu.2024.105197
Du, W., Wijaya, T. T., Cao, Y., & Li, X. (2025). What factors influence secondary students’ active participation in mathematics classrooms: A theory of planned behavior perspective. Acta Psychologica, 253, 104694. https://doi.org/https://doi.org/10.1016/j.actpsy.2025.104694
Estiningrum, T., Hidayati, D. W., & Wahyuni, A. (2019). Analisis kemampuan pemecahan masalah matematis siswa melalui implementasi pogil ditinjau dari gaya kognitif. Jornal Ilmiah Pendidikan Matematika Al-Qalasadi, 3(2), 69–75.
Fauziah, Y. (2020). Metode Pembelajaran Berbasis WEB (E-Learning) dalam proses belajar mengajar secara virtual. Jurnal Terapung:Ilmu-Ilmu Sosial, 2(2), 35–44.
Gkintoni, E., Antonopoulou, H., Sortwell, A., & Halkiopoulos, C. (2025). Challenging Cognitive Load Theory: The Role of Educational Neuroscience and Artificial Intelligence in Redefining Learning Efficacy. Brain Sciences, 15(2). https://doi.org/10.3390/brainsci15020203
González-Campos, J. S., Arnedo-Moreno, J., & Sánchez-Navarro, J. (2022). Self-Learning Geometric Transformations : A Framework for the “ Before and After ” Style of Exercises. Mathematic, 10, 1–22. https://doi.org/https://doi.org/10.3390/math10111859
Gopinath, S., & Lertlit, S. (2017). The Implementation of Polya’s Model in Solving Problem-Questions in Mathematics by Grade 7 Students The Implementation of Polya’s Model in Solving Problem-Questions in Mathematics by Grade 7 Students บทคั ดย่ อ งานวิ จั ยฉบั บนี ้ แสดงถึ งการศึ กษาปั ญหาข. Suranaree J. Soc. Sci, 11(1), 47–59.
Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, 3, 275–285. https://doi.org/https://doi.org/10.1016/j.susoc.2022.05.004
Haqiqiyah, A., & Putri, R. K. (2025). Analysis of Mathematics Problem Solving Ability Viewed from Self-Regulated Learning. Indonesian Journal of Education & Mathematical Science, 6(1), 13–17. https://doi.org/10.30596/ijems.v6i1.21723
Heriyana, T., Umbara, U., Farhan, E., & Puadi, W. (2025). Didactical design research on mathematical sequence material in vocational high schools for job preparation. Journal Elemen, 11(December 2024), 277–296.
Irmawan, I., Mering, A., & Astuti, I. (2022). The Development of Interactive Learning Multimedia Based on The Website for Mathematics’ Subject in Junior High School. JETL (Journal of Education, Teaching and Learning), 7, 108. https://doi.org/10.26737/jetl.v7i1.2709
Javaid, M., Haleem, A., Singh, R. P., & Sinha, A. K. (2024). Digital economy to improve the culture of industry 4.0: A study on features, implementation and challenges. Green Technologies and Sustainability, 2(2), 100083. https://doi.org/https://doi.org/10.1016/j.grets.2024.100083
Karakuş, G. (2021). A Literary Review on Curriculum Implementation Problems. Shanlax International Journal of Education, 9(3), 201–220. https://doi.org/10.34293/education.v9i3.3983
Kholid, M. N., Widyasari, A., Santosa, Y. T., Hidayati, Y. M., Fenyvesi, K., Maharani, S., Ikram, M., Wijaya, A. P., Prabowo, A., & Hendriyanto, A. (2025). Student metacognition levels for solving PISA-like problems: A hierarchy. Infinity: Journal of Mathematic Education, 14(3), 817–838.
Li, S., Wang, T., Zheng, J., & Lajoie, S. P. (2025). A complex dynamical system approach to student engagement. Learning and Instruction, 98, 102120. https://doi.org/https://doi.org/10.1016/j.learninstruc.2025.102120
Li, W., Huang, J.-Y., Liu, C.-Y., Tseng, J., & Wang, S.-P. (2023). A Study on the Relationship between Student’ Learning Engagements and Higher-order Thinking Skills in Programming Learning. Thinking Skills and Creativity, 49, 101369. https://doi.org/10.1016/j.tsc.2023.101369
Lishchynska, M., Palmer, C., Lacey, S., & O’connor, D. (2023). Is motivation the key? Factors impacting performance in first year service mathematics modules. European Journal of Science and Mathematics Education, 11(1), 146–166. https://doi.org/10.30935/scimath/12529
Loor, E. G. M., Vera, J. F. H., Alonzo, F. A. I., & Martinez, M. F. A. (2024). Beyond the Classroom: The Power of Website for Engaging and Effective Math Education. Praxis Pedagogica, 207–227.
Lubis, M. S., & Rangkuti, A. N. (2024). Analysis of Student ’ s Mathematical Problem Solving Ability on HOTS Questions at MTS Ar-Raudhatul Hasanah Medan. Didaktika: Jurnal Kependidikan, 13(2), 2349–2364.
Mahapoonyanont, N., Krahomwong, R., Kochakornjarupong, D., & Rachasong, W. (2010). Critical thinking abilities assessment tools: Reliability generalization. Procedia - Social and Behavioral Sciences, 2(2), 434–438. https://doi.org/10.1016/j.sbspro.2010.03.038
Mary Osei Fokuo, Nelson Opoku-Mensah, Richard Asamoah, Josephine Nyarko, Kofi Dwumfuo Agyeman, Caroline Owusu-Mintah, & Samuel Asare. (2023). The use of visualization tools in teaching mathematics in college of education: A systematic review. Open Access Research Journal of Science and Technology, 9(1), 001–009. https://doi.org/10.53022/oarjst.2023.9.1.0057
Mucti, A., & Hermansyah. (2023). Assessing the Suitability of Online Interactive Tutorials ( Web- Learning ) for Exploring Mathematical Sequences and Series. JDIME : Journal of Development and Innovation In Mathematics Education Volum, 1(2), 39–50. https://doi.org/http://dx.doi.org/10.32939/jdime.v1i2.3076
Muhammad, I., Jupri, A., & Herman, T. (2025). Development of web-based learning media with a realistic mathematics education approach to increase student self-determination. Infinity Journal, 14(2), 303–322. https://doi.org/10.22460/infinity.v14i2.p303-322
Nafiah, M., Marini, A., Niladini, A., Sekaringtyas, T., Safitri, D., & Nuraini, S. (2022). Development of Website-Based Learning Video to Enhance Student Mathematics Learning Motivation. Eurasian Journal of Educational Research, 2022(97), 288–300. https://doi.org/10.14689/ejer.2022.97.16
Ninnuan, K., & Montree Wongsaphan. (2022). Implementation of the Learning Mangement Model Based on Cognitive Development Theory to Enhance Mathematical Problem-Solving Ability For Prathomsuksa 6 Students. Macrothink Instute (Journal of Education Issue), 8(2), 58–71. https://doi.org/10.5296/jei.v8i2.19963
Perna, G., Trevisan, M., Giordano, D., & Drago, I. (2022). A first look at HTTP/3 adoption and performance. Computer Communications, 187, 115–124. https://doi.org/https://doi.org/10.1016/j.comcom.2022.02.005
Polya, G. (1978). How to solve it: a new aspect of mathematical method.
Puspitasari, E., Surjono, H., & Minghat, A. (2018). Utilizing Web Based Learning as 21st Century Learning Media for Vocational Education. International Journal of Engineering and Technology(UAE), 7, 157–160. https://doi.org/10.14419/ijet.v7i4.33.23522
Rifai, R., Dahlan, J. A., & Suhendra. (2025). The effect of open-ended approach on enhancing mathematical understanding in vocational high school students. Kalamatika: Jurnal Pendidikan Matematika, 10(2), 58–72. https://doi.org/10.22236/KALAMATIKA.vol10no2.2025pp58-72
Rini, C. S., Sitompul, N. C., & Wiyarno, Y. (2021). Pemgembangan E-PUB untuk Administrasi Sistem Jaringan. Edcomtech, 6, 89–99.
Riyadi, Syarifah, T. J., & Nikmaturrohmah, P. (2021). Profile of Students’ Problem-Solving Skills Viewed from Polya’s Four- Steps Approach and Elementary School Students. European Journal of Educational Research, 10(4), 1625–1638.
Rotar, O. (2025). Beyond Technology Tools : Supporting Student Engagement in Technology Enhanced Learning. Education and Learning Journal, 15(12), 1617. https://doi.org/https://doi.org/10.3390/educsci15121617
Sajidin. (2026). Fostering critical thinking skills among EFL learners in higher education - A systematic review. Thinking Skills and Creativity, 59, 101943. https://doi.org/https://doi.org/10.1016/j.tsc.2025.101943
Saputra, I. D., & Subekti, F. E. (2024). Tinjauan Sistematis Literatur Review: Optimalisasi Pembelajaran Matematika Melalui Integrasi Teknologi Website. Numeracy, 11(2), 143–154. https://doi.org/10.46244/numeracy.v11i2.2767
Sari, C. K., Dwiyani, E., Machromah, I. U., Toyib, M., & Sari, D. N. V. (2022). Enhancing Students ’ Critical Thinking by Integrating Contextual Problems Worksheets on Problem Based Learning. Journal of Education Action Research, 6(1), 109–115. https://doi.org/https://dx.doi.org/10.23887/jear.v6i1.43392 Enhancing
Schlimm, D. (2026). Where Mathematical Symbols Come From. TopiCS, 18, 169–186. https://doi.org/10.1111/tops.12786
Singh, M., James, P. S., Paul, H., & Bolar, K. (2022). Impact of cognitive-behavioral motivation on student engagement. Heliyon, 8(7), e09843. https://doi.org/https://doi.org/10.1016/j.heliyon.2022.e09843
Sumandya, I. W., & Mahendra, I. W. E. (2020). Developing vocation based mathematics e-module in linear program material. International Journal of Psychosocial Rehabilitation, 24(6), 1741–1752.
Surbakti, R., Umboh, S. E., Pong, M., & Dara, S. (2024). Cognitive Load Theory: Implications for Instructional Design in Digital Classrooms. International Journal of Educational Narratives, 2(6), 483–493. https://doi.org/10.70177/ijen.v2i6.1659
Tan, L. Y., Hu, S., Yeo, D. J., & Cheong, K. H. (2025). Artificial intelligence-enabled adaptive learning platforms: A review. Computers and Education: Artificial Intelligence, 9, 100429. https://doi.org/https://doi.org/10.1016/j.caeai.2025.100429
Tong, D. H., Uyen, B. P., & Ngan, L. K. (2022). The effectiveness of blended learning on students’ academic achievement, self-study skills and learning attitudes: A quasi-experiment study in teaching the conventions for coordinates in the plane. Heliyon, 8(12), e12657. https://doi.org/https://doi.org/10.1016/j.heliyon.2022.e12657
Vula, E., Avdyli, R., Berisha, V., Saqipi, B., & Elezi, S. (2017). The impact of metacognitive strategies and self-regulating processes of solving math word problems *. International Electronic Journal of Elementary Education, 10(1), 49–59. https://doi.org/10.26822/iejee.2017131886
Wang, X., Wan, F., & Dai, J. (2026). Enhancing computational thinking through coding education in primary school students: an experimental study on the impact of early programming exposure on problem-solving skills. Frontiers in Psychology, Volume 17. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2026.1734482
Wheeler, R. S., & Cabigas, M. E. A. (2024). Pupils’ Focus and Motivations: Their Influence on Mathematics Performance. International Journal of Multidisciplinary Research and Analysis, 07(06), 2441–2452. https://doi.org/10.47191/ijmra/v7-i06-04
Widiasanti, I., Anggie, A., Zanuara, F., & Maulidina, D. F. (2023). Implementation of Big Data in the Zoom and Google Classroom Applications as Online Learning Media. Indonesian Journal of Education & Mathematical Science, 4(2), 86–92. https://doi.org/10.30596/ijems.v4i2.14828
Wotring, A., & Chen, H. (2021). Exploring Curriculum Alignment through Syllabus Document Analysis: From National Language Policy to Local ELT Practice. Iranian Journal of Language Teaching Research, 9(2), 57–72. https://doi.org/10.30466/IJLTR.2021.121044
Yanti, F., & Bayu, P. (2022). Analysis of Learning Difficulties of Class XI Students at SMK Muhammadiyah Kotabumi Analysis of Learning Difficulties of Class XI Students at SMK Muhammadiyah Kotabumi. International Journal of Progressive Mathematics Education ISSN:2775-8435(Online)2776-2726(Print), 2(1), 24–34.
Yaqub, M. Z., & Alsabban, A. (2023). Industry-4 . 0-Enabled Digital Transformation : Prospects , Instruments , Challenges , and Implications for Business Strategies. Sustainability, 15, 1–33.
DOI: https://doi.org/10.30596/ijems.v7i2.29439
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Indonesian Journal of Education and Mathematics Science
Universitas Muhammadiyah Sumatera Utara
Kampus Utama
Jl. Kapten Muchtar Basri No.3, Glugur Darat II,Medan
Sumatera Utara-20238
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