DEVELOPMENT OF ECONOMICS LEARNING THROUGH THE ANALYST CURRICULUM DATABASE IN ADVANCED ECONOMICS EDUCATION
DOI:
https://doi.org/10.56667/dejournal.v4i3.967Keywords:
Economics Learning, Advanced Economics, Data Analyst, CurriculumAbstract
Indonesia's significant economic development in recent decades, driven by various sectors, including information and communication technology, emphasizes the importance of broader economic education for students. However, a knowledge gap exists on how data-driven methodologies can be effectively applied in advanced economics curricula. This study uses a Research and Development (R&D)-based development methodology to design, develop, and evaluate a data analysis-based learning platform. The results show that this platform successfully meets very high validity criteria, with an average validation score of 86.67%, indicating the suitability of the material to learning objectives, data accuracy, and relevance to advanced economic concepts. In addition, the ease of navigation, the availability of technical support, and the quality of security and privacy are also rated excellent, reaching a score of 100%. These results confirm that the developed platform is academically relevant and capable of providing an interactive and safe learning experience for users. The implications of this study show that integrating data-based technology in economic learning can improve teaching effectiveness and student's understanding of complex economic concepts
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Abdurrahman, Parmin, & Muryanto, S. (2022). Evaluation on the automotive skill competency test through ‘discontinuity’ model and the competency test management of vocational education school in Central Java, Indonesia. Heliyon, 8(2), e08872. https://doi.org/10.1016/j.heliyon.2022.e08872
Anas, M., Muchson, M., Sugiono, S., & Rr. Forijati. (2021). Pengembangan kemampuan guru ekonomi di Kediri melalui kegiatan pelatihan asesmen kompetensi minimum (AKM). Rengganis Jurnal Pengabdian Masyarakat, 1(1), 48–57. https://doi.org/10.29303/rengganis.v1i1.28
Andersson, A., Brink, E., Young, K. H., & Skyvell Nilsson, M. (2023). Development and validation of experienced work-integrated learning instrument (E-WIL) using a sample of newly graduated registered nurses – A confirmatory factor analysis. Nurse Education Today, 128(May), 105889. https://doi.org/10.1016/j.nedt.2023.105889
Annamalai, N., Eltahir, M. E., Zyoud, S. H., Soundrarajan, D., Zakarneh, B., & Al Salhi, N. R. (2023). Exploring English language learning via Chabot: A case study from a self determination theory perspective. Computers and Education: Artificial Intelligence, 5(February), 100148. https://doi.org/10.1016/j.caeai.2023.100148
Basuki, A., Rahman Andrean, M., Churiyah, M., Adi Dharma, B., & Ayu Sakdiyyah, D. (2022). Efforts To Improve Village Administration Services Through The Digital Mail Information System. International Journal Of Community Service, 2(4), 388–393. https://doi.org/10.51601/ijcs.v2i4.131
Caputo, F., Cillo, V., Candelo, E., & Liu, Y. (2019). Innovating through digital revolution: The role of soft skills and Big Data in increasing firm performance. Management Decision, 57(8), 2032–2051. https://doi.org/10.1108/MD-07-2018-0833
Darmaji, Kurniawan, D. A., Astalini, Lumbantoruan, A., & Samosir, S. C. (2019). Mobile learning in higher education for the industrial revolution 4.0: Perception and response of physics practicum. International Journal of Interactive Mobile Technologies, 13(9), 4–20. https://doi.org/10.3991/ijim.v13i09.10948
Daryanes, F., Darmadi, D., Fikri, K., & Sayuti, I. (2023). The development of articulate storyline interactive learning media based on case methods to train student ’ s problem-solving ability. Heliyon, 9(4), e15082. https://doi.org/10.1016/j.heliyon.2023.e15082
Davis, M. E. (2019). International Review of Economics Education Poetry and economics : Creativity , engagement and learning in the economics classroom. International Review of Economics Education, 30(November 2017), 100155. https://doi.org/10.1016/j.iree.2019.100155
del Val Núñez, M. T., de Lucas Ancillo, A., Gavrila Gavrila, S., & Gómez Gandía, J. A. (2024). Technological transformation in HRM through knowledge and training: Innovative business decision making. Technological Forecasting and Social Change, 200(December 2023). https://doi.org/10.1016/j.techfore.2023.123168
Desnylasari, E., Mulyani, S., & Mulyani, B. (2016). Pengaruh Model Pembelajaran Project Based Learning Dan Problem Based Learning Pada Materi Termokimia Terhadap Prestasi Belajar Siswa Kelas Xi Sma Negeri 1 Karanganyar Tahun Pelajaran 2015/2016. Jurnal Pendidikan Kimia Universitas Sebelas Maret, 5(1), 134–142.
Dianawati, I. A., & Suputra, I. N. (2022). Pengembangan e-modul berbasis flipbook maker untuk meningkatkan hasil belajar peserta didik pada kelas XII SMK. Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan, 4(9), 3815–3825. https://doi.org/10.32670/fairvalue.v4i9.1557
Dreyweish, A. Ei. Al, Aljafari, R., & Alrashidi, S. N. (2024). Unveiling the relationship between psychological adaptation and problem-solving skills in gifted intermediate school students: A Saudi Arabian perspective. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100253. https://doi.org/10.1016/j.joitmc.2024.100253
Efthymiou, L., & Zarifis, A. (2021). Modeling students’ voice for enhanced quality in online management education. International Journal of Management Education, 19(2), 100464. https://doi.org/10.1016/j.ijme.2021.100464
Forrester, C. A., Lee, D. S., Hon, E., Lim, K. Y., Brock, T. P., Malone, D. T., Furletti, S. G., & Lyons, K. M. (2023). Preceptor Perceptions of Pharmacy Student Performance Before and After a Curriculum Transformation. American Journal of Pharmaceutical Education, 87(2), ajpe8575. https://doi.org/10.5688/ajpe8575
Fradani, A. C., & Astuti, R. P. F. (2020). Pengembangan Media Pembelajaran Kewirausahaan Berbasis Komik Untuk Siswa Di Smk Negeri 1 Bojonegoro. Jurnal Ekonomi Pendidikan Dan Kewirausahaan, 8(2), 111. https://doi.org/10.26740/jepk.v8n2.p111-120
Gan, B., Menkhoff, T., & Smith, R. (2015). Enhancing students’ learning process through interactive digital media: New opportunities for collaborative learning. Computers in Human Behavior, 51, 652–663. https://doi.org/10.1016/j.chb.2014.12.048
Gertler, P. J., Gonzalez-Navarro, M., Gracner, T., & Rothenberg, A. (2022). Road Maintenance and Local Economic Development: Evidence from Indonesia’s Highways. SSRN Electronic Journal, 143(July), 103687. https://doi.org/10.2139/ssrn.4216239
Gong, J. W., Liu, H. C., You, X. Y., & Yin, L. (2021). An integrated multi-criteria decision making approach with linguistic hesitant fuzzy sets for E-learning website evaluation and selection. Applied Soft Computing, 102, 107118. https://doi.org/10.1016/j.asoc.2021.107118
Hanafi, Y., Murtadho, N., Ikhsan, M. A., Diyana, T. N., & Sultoni, A. (2019). Student’s and instructor’s perception toward the effectiveness of E-BBQ enhances Al-Qur’an reading ability. International Journal of Instruction, 12(3), 51–68. https://doi.org/10.29333/iji.2019.1234a
Heim, M., Schulz, C. M., Schneider, F., Berberat, P. O., Gartmeier, M., & Schick, K. (2023). Measuring informal workplace learning outcomes in residency training: a validation study. BMC Medical Education, 23(1), 1–12. https://doi.org/10.1186/s12909-023-04529-1
Hemmati, M., Bayati, N., & Ebel, T. (2024). Life Cycle Sustainability Assessment of Waste-to-Electricity Plants for 2030 Power Generation Development Scenarios in Western Lombok, Indonesia under Multi-Criteria Decision-Making Approach. Journal of Building Engineering, 95(August), 110335. https://doi.org/10.1016/j.jobe.2024.110335
Hu, C., & Wu, Z. (2023). Online-Learning-Based Economic MPC of Switched Nonlinear Systems. IFAC-PapersOnLine, 56(2), 2840–2845. https://doi.org/10.1016/j.ifacol.2023.10.1398
Hyun, C. M., Kim, T. G., & Lee, K. (2024). Unsupervised sequence-to-sequence learning for automatic signal quality assessment in multi-channel electrical impedance-based hemodynamic monitoring. Computer Methods and Programs in Biomedicine, 247(November 2023), 108079. https://doi.org/10.1016/j.cmpb.2024.108079
Jayaraman, A., Ramu, P., Rajan, S. C., & Thole, S. P. K. (2023). Data driven analysis of social capital in Farmer Producer Companies. Heliyon, 9(7), e17489. https://doi.org/10.1016/j.heliyon.2023.e17489
Joshi, A., Desai, P., & Tewari, P. (2020). Learning Analytics framework for measuring students’ performance and teachers’ involvement through problem based learning in engineering education. Procedia Computer Science, 172, 954–959. https://doi.org/10.1016/j.procs.2020.05.138
Kuhlmann, S. L., Bernacki, M. L., Greene, J. A., Hogan, K. A., Evans, M., Plumley, R., Gates, K., & Panter, A. (2023). How do students’ achievement goals relate to learning from well-designed instructional videos and subsequent exam performance? Contemporary Educational Psychology, 73(February), 102162. https://doi.org/10.1016/j.cedpsych.2023.102162
Li, M., Yang, D., Xu, Y., & Ji, T. (2024). Hierarchical deep reinforcement learning for self-adaptive economic dispatch. Heliyon, 10(14), e33944. https://doi.org/10.1016/j.heliyon.2024.e33944
Liu, Y., & Pásztor, A. (2022). Effects of problem-based learning instructional intervention on critical thinking in higher education: A meta-analysis. Thinking Skills and Creativity, 45(December 2021). https://doi.org/10.1016/j.tsc.2022.101069
Magnussen, R., & Hod, Y. (2023). Bridging communities and schools in Urban development: community and citizen science. Instructional Science, 51(5), 887–911. https://doi.org/10.1007/s11251-023-09641-9
Meiriyanti, R., & Santoso, A. (2017). Implementasi Kurikulum Berbasis Entrepreneurship Untuk Mencetak Generasi Pengusaha Dalam Menghadapi Bonus Demografi. Fokus Ekonomi, 12, 1–22.
Meng, T., Dato Haji Yahya, M. H., Ashhari, Z. M., & Yu, D. (2023). ESG performance, investor attention, and company reputation: Threshold model analysis based on panel data from listed companies in China. Heliyon, 9(10), e20974. https://doi.org/10.1016/j.heliyon.2023.e20974
Mohamed, M. N. A. binti, Ngadiran, N. binti, Samad, N. binti A., & Powzi, N. F. binti A. (2019). E-collaboration among students of two regions: Impacts on English language learning through peer learning. International Journal of Learning, Teaching and Educational Research, 18(9), 201–215. https://doi.org/10.26803/ijlter.18.9.11
Montalbán-Domingo, L., García-Segura, T., Sanz-Benlloch, A., Pellicer, E., Torres-Machi, C., & Molenaar, K. (2022). Assessing social performance of construction companies in public-works procurement: Data envelopment analysis based on the benefit of the doubt approach. Environmental Impact Assessment Review, 96(July). https://doi.org/10.1016/j.eiar.2022.106844
Moriyasu, R., & Kobayashi, T. (2022). Impact of career education on high school students’ occupational choice: Evidence from a cluster-randomized controlled trial. Japan and the World Economy, 63(August 2021). https://doi.org/10.1016/j.japwor.2022.101146
Murdiono, A., Basuki, A., Pahlevi, A. S., Mohd, N., & Hashim, H. N. (2021). Inovasi Media Pembelajaran Pendidikan Ekonomi Berbasis Kecerdasan Buatan Terintegrasi (Integreted Artificial Intelegence) dengan Ubiquitous Learning. Jurnal Pendidikan Ekonomi, 14(2), 179–187.
Nurhayati, S., Rahmatya, M. D., & Wicaksono, M. F. (2022). Penerapan E-learning untuk mendukung PJJ di Masa Pandemi. 11, 24–35.
Omrani, H., Emrouznejad, A., Teplova, T., & Amini, M. (2024). Efficiency evaluation of electricity distribution companies: Integrating data envelopment analysis and machine learning for a holistic analysis. Engineering Applications of Artificial Intelligence, 133(PF), 108636. https://doi.org/10.1016/j.engappai.2024.108636
Pölzl-Stefanec, E., & Geißler, C. (2022). “Micro-steps” on the route to successful online professional development for Austrian Early Childhood Educators. International Journal of Educational Research, 115(June). https://doi.org/10.1016/j.ijer.2022.102042
Rao, M. S. (2014). Enhancing employability in engineering and management students through soft skills. Industrial and Commercial Training, 46(1), 42–48. https://doi.org/10.1108/ICT-04-2013-0023
Robles, H., Guerrero, J., Llinás, H., & Montero, P. (2019). Online teacher-students interactions using Whatsapp in a law course. Journal of Information Technology Education: Research, 18, 231–252. https://doi.org/10.28945/4321
Sarma, M., Septiani, S., & Nanere, M. (2022). The Role of Entrepreneurial Marketing in the Indonesian Agro-Based Industry Cluster to Face the ASEAN Economic Community. Sustainability (Switzerland), 14(10). https://doi.org/10.3390/su14106163
Sayaf, A. M. (2023). Adoption of E-learning systems: An integration of ISSM and constructivism theories in higher education. Heliyon, 9(2), e13014. https://doi.org/10.1016/j.heliyon.2023.e13014
Smetek, K., Zawadzka, D., & Strzelecka, A. (2022). Examples of the use of Data Envelopment Analysis (DEA) to assess the financial effectiveness of insurance companies. Procedia Computer Science, 207(Kes), 3924–3930. https://doi.org/10.1016/j.procs.2022.09.454
Suputra, I. N., Basuki, A., & Gunawan, A. (2021). Design for Cloud Learning Platform Integrated Office Management to Support the Adjustment of the Industrial World During the Covid-19 Pandemic. BISTIC Business Innovation …, 193(Bistic), 225–232.
Susanto, H., Ibrohim, Basuki, A., Fadzil, H. M., Syafruddin, A. B., & Gunawan, A. (2024). Development of an Advanced Biology Learning Website in the Fields of Biotechnology, Biochemistry, and Biomedicine with the STEAM Approach. International Journal of Interactive Mobile Technologies, 18(7), 158–172. https://doi.org/10.3991/ijim.v18i07.48083
Susanto, H., Ibrohim, Basuki, A., Purwanti, W. C., Gunawan, A., & Syafruddin, A. B. (2023). Revolutionary Biology Education: Development of Advanced Biology Learning Through Websites and Learning Kits. International Journal of Science and Society, 5(5), 225–239. https://doi.org/10.54783/ijsoc.v5i5.882
Sutrisno, Nanda, G. A. M., & Widarti, H. R. (2020). The effectiveness of inquiry based learning with OE3R strategy for conceptual understanding of molecular shape of high school students’. AIP Conference Proceedings, 2215. https://doi.org/10.1063/5.0000620
Tang, T. (2023). Approach to learning for assessment in economics. Economic Analysis and Policy, 78, 571–584. https://doi.org/10.1016/j.eap.2023.04.005
Triatmanto, B., & Bawono, S. (2023). The interplay of corruption, human capital, and unemployment in Indonesia: Implications for economic development. Journal of Economic Criminology, 2(February), 100031. https://doi.org/10.1016/j.jeconc.2023.100031
Tripripa, A., Amir, H., & Rohiat, S. (2020). Pengembangan modul larutan penyangga berbasis pendekatan terpadu stem (science, technology, engineering and mathematics). Jurnal Pendidikan dan Ilmu Kimia, 4(1), 16–24.
Widyastuti, E., & Susiana. (2019). Using the ADDIE model to develop learning material for actuarial mathematics. Journal of Physics: Conference Series, 1188(1). https://doi.org/10.1088/1742-6596/1188/1/012052
Wulandari, D., Prayitno, H. P., Wijayati, P. H., Basuki, A., Gunawan, A., & Syafruddin, A. B. (2024). Evaluation of the Success Level of the Matching Fund Program in Supporting MSME Business Development in Sustainable Villages. Kurdish Studies, 12(1), 3579–3595. https://doi.org/10.58262/ks.v12i1.254
Yao, J., Fu, R., Zhu, M., Dong, X., Shi, Y., Zhang, X., & Yuan, H. (2023). Modelling the case-based learning preferences of undergraduate nursing students using a discrete choice experiment in China. Nurse Education Today, 129(July), 105893. https://doi.org/10.1016/j.nedt.2023.105893
Zahid Iqbal, M., & Campbell, A. G. (2023). AGILEST approach: Using machine learning agents to facilitate kinesthetic learning in STEM education through real-time touchless hand interaction. Telematics and Informatics Reports, 9(December 2022), 100034. https://doi.org/10.1016/j.teler.2022.100034
Zhang, W., Shi, J., Wang, J., & Jiang, Y. (2024). Dynamic economic dispatch of integrated energy system based on generative adversarial imitation learning. Energy Reports, 11(April), 5733–5743. https://doi.org/10.1016/j.egyr.2024.05.041
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