Pembelajaran Berbasis Kasus untuk Pendidikan Keamanan Siber: Tinjauan Literatur Sistematis dan Agenda Penelitian Vokasi
DOI:
https://doi.org/10.56211/blendsains.v5i1.1833Keywords:
Case-Based Learning; Cybok; NIST CSF; Pembelajaran Berbasis Kasus; PRISMA 2020
Abstract
Pembelajaran Berbasis Kasus (Case-Based Learning/CBL) telah terbukti efektif dalam pendidikan profesi seperti kedokteran, hukum, dan bisnis. Namun, penerapan dan kajian sistematisnya dalam bidang keamanan siber khususnya di pendidikan tinggi vokasi di negara berkembang masih sangat terbatas. Belum ada sintesis komprehensif yang memetakan pendekatan CBL, luaran kompetensi, instrumen pengukuran, maupun tantangan implementasi yang spesifik pada bidang ini. Tinjauan Literatur Sistematis (TLS) ini bertujuan memetakan pendekatan CBL dalam pendidikan keamanan siber (2014–2025), mengidentifikasi kompetensi yang dikembangkan, mensintesis instrumen pengukuran efektivitas, mengarakterisasi tantangan implementasi, dan menyusun agenda penelitian untuk pendidikan tinggi vokasi di negara berkembang dengan rujukan konteks Indonesia. Mengikuti panduan PRISMA 2020, pencarian sistematis dilakukan pada enam basis data elektronik (Scopus, Web of Science, IEEE Xplore, ACM Digital Library, ERIC, dan Google Scholar). Kriteria inklusi mengikuti kerangka PICOS. Dua peninjau independen melakukan penyaringan; penilaian kualitas menggunakan Mixed Methods Appraisal Tool (MMAT) yang diadaptasi. Sintesis menggunakan pendekatan naratif, tematik, dan pemetaan frekuensi. Terdapat sekitar 40–70 studi primer yang akan diinklusikan. Temuan yang diantisipasi mencakup dominasi kasus diskusi dan laboratorium; luaran kompetensi yang terkonsentrasi pada domain Serangan & Pertahanan serta Keamanan Sistem dari CyBOK; dan konteks vokasi negara berkembang yang sangat kurang terwakili. TLS ini menghasilkan peta komprehensif CBL dalam pendidikan keamanan siber, agenda penelitian berbasis bukti untuk institusi vokasi, dan rekomendasi desain modul CBL yang relevan untuk Prodi Rekayasa Keamanan Siber Politeknik Negeri Cilacap.
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References
[1] ISC2, "Cybersecurity Workforce Study 2023," ISC2, 2023. [Daring]. Tersedia: https://www.isc2.org/research/workforce-study
[2] Badan Siber dan Sandi Negara (BSSN), Laporan Tahunan Keamanan Siber Indonesia 2023. Jakarta: BSSN, 2024.
[3] Peraturan Presiden Nomor 47 Tahun 2023 tentang Strategi Keamanan Siber Nasional dan Manajemen Krisis Siber. Lembaran Negara Republik Indonesia Tahun 2023 Nomor 99.
[4] K. Nance, B. Hay, dan M. Bishop, "Investigating the endemic culture of cybersecurity and how education can be used as a catalyst for change," dalam Pros. HICSS ke-42, IEEE, 2009, hlm. 1–7, doi: 10.1109/HICSS.2009.176. DOI: https://doi.org/10.1109/HICSS.2009.176
[5] B. Krebs, R. Arora, S. Masciola, N. C. Rowe, dan T. Johnsen, "Addressing the cybersecurity education gap: An integrative review of teaching approaches," Educ. Inf. Technol., vol. 27, no. 5, hlm. 6843–6875, 2022, doi: 10.1007/s10639-021-10830-z.
[6] L. S. Vygotsky, Mind in Society: The Development of Higher Psychological Processes. Cambridge, MA: Harvard University Press, 1978.
[7] J. Lave dan E. Wenger, Situated Learning: Legitimate Peripheral Participation. Cambridge: Cambridge University Press, 1991, doi: 10.1017/CBO9780511815355. DOI: https://doi.org/10.1017/CBO9780511815355
[8] C. F. Herreid, "Case studies in science—a novel method of science education," J. Coll. Sci. Teach., vol. 23, no. 4, hlm. 221–229, 1994.
[9] C. F. Herreid, "The interrupted case method," J. Coll. Sci. Teach., vol. 35, no. 2, hlm. 4–5, 2005.
[10] C. F. Herreid, "Case study teaching," New Dir. Teach. Learn., vol. 2011, no. 128, hlm. 31–40, 2011, doi: 10.1002/tl.466. DOI: https://doi.org/10.1002/tl.466
[11] K. M. Bonney, "Case study teaching method improves student performance and perceptions of learning gains," J. Microbiol. Biol. Educ., vol. 16, no. 1, hlm. 21–28, 2015, doi: 10.1128/jmbe.v16i1.846. DOI: https://doi.org/10.1128/jmbe.v16i1.846
[12] V. Kulak dan G. Newton, "A guide to using case-based learning in biochemistry education," Biochem. Mol. Biol. Educ., vol. 42, no. 6, hlm. 457–473, 2014, doi: 10.1002/bmb.20823. DOI: https://doi.org/10.1002/bmb.20823
[13] Undang-Undang Nomor 27 Tahun 2022 tentang Pelindungan Data Pribadi. Lembaran Negara Republik Indonesia Tahun 2022 Nomor 196.
[14] Undang-Undang Nomor 11 Tahun 2008 tentang Informasi dan Transaksi Elektronik. Lembaran Negara Republik Indonesia Tahun 2008 Nomor 58.
[15] M. J. Page, J. E. McKenzie, P. M. Bossuyt, I. Boutron, T. C. Hoffmann, C. D. Mulrow, dkk., "The PRISMA 2020 statement: an updated guideline for reporting systematic reviews," BMJ, vol. 372, n71, 2021, doi: 10.1136/bmj.n71. DOI: https://doi.org/10.1136/bmj.n71
[16] Politeknik Negeri Cilacap, Panduan Pembelajaran Berbasis Kasus (CBL): Rekayasa Keamanan Siber (RKS-PNC). Cilacap: Politeknik Negeri Cilacap, 2025.
[17] B. Schneier, Secrets and Lies: Digital Security in a Networked World, Ed. ke-15. Hoboken, NJ: Wiley, 2015. DOI: https://doi.org/10.1002/9781119183631
[18] M. E. Whitman dan H. J. Mattord, Management of Information Security, Ed. ke-6. Boston: Cengage Learning, 2021.
[19] M. Bishop, Computer Security: Art and Science, Ed. ke-2. Upper Saddle River, NJ: Pearson, 2019.
[20] D. A. Kolb, Experiential Learning: Experience as the Source of Learning and Development, Ed. ke-2. Upper Saddle River, NJ: FT Press / Pearson Education, 2014.
[21] M. S. Knowles, E. F. Holton, dan R. A. Swanson, The Adult Learner: The Definitive Classic in Adult Education and Human Resource Development, Ed. ke-9. New York: Routledge, 2020. DOI: https://doi.org/10.4324/9780429299612
[22] J. R. Savery, "Overview of problem-based learning: Definitions and distinctions," Interdiscip. J. Probl.-Based Learn., vol. 1, no. 1, hlm. 9–20, 2006, doi: 10.7771/1541-5015.1002. DOI: https://doi.org/10.7771/1541-5015.1002
[23] M. J. Newman, "Problem based learning: An introduction and overview of the key features of the approach," J. Vet. Med. Educ., vol. 32, no. 1, hlm. 12–20, 2005, doi: 10.3138/jvme.32.1.12. DOI: https://doi.org/10.3138/jvme.32.1.12
[24] D. H. Jonassen dan W. Hung, "All problems are not equal: Implications for problem-based learning," Interdiscip. J. Probl.-Based Learn., vol. 2, no. 2, hlm. 6–28, 2008, doi: 10.7771/1541-5015.1080. DOI: https://doi.org/10.7771/1541-5015.1080
[25] A. Rashid, H. Chivers, G. Danezis, E. Lupu, dan A. Martin, Eds., The Cyber Security Body of Knowledge (CyBOK) v1.1. Bristol: Universitas Bristol / National Cyber Security Centre, 2021. [Daring]. Tersedia: https://www.cybok.org
[26] National Institute of Standards and Technology (NIST), The NIST Cybersecurity Framework (CSF) 2.0. Gaithersburg, MD: NIST, 2024, CSWP 29, doi: 10.6028/NIST.CSWP.29. DOI: https://doi.org/10.6028/NIST.CSWP.29
[27] B. S. Bloom, M. D. Engelhart, E. J. Furst, W. H. Hill, dan D. R. Krathwohl, Taxonomy of Educational Objectives: Handbook I – Cognitive Domain. New York: David McKay Company, 1956.
[28] L. W. Anderson dan D. R. Krathwohl, Eds., A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom's Taxonomy of Educational Objectives. New York: Longman, 2001.
[29] B. Krebs dkk., "Addressing the cybersecurity education gap," Educ. Inf. Technol., vol. 27, no. 5, hlm. 6843–6875, 2022, doi: 10.1007/s10639-021-10830-z. [Sama dengan [5]; dipertahankan untuk konsistensi urutan sitasi]
[30] L. Tobarra, A. Robles-Gomez, S. Ros, R. Hernandez, dan A. C. Caminero, "A survey of game-based learning in cybersecurity education," Comput. Secur., vol. 128, 103146, 2023, doi: 10.1016/j.cose.2023.103146. DOI: https://doi.org/10.1016/j.cose.2023.103146
[31] A. Anderson, A. Ahmad, dan S. Chang, "Case-based learning for cybersecurity leaders: A systematic review and research agenda," Inf. Manag., vol. 61, no. 7, 104015, 2024, doi: 10.1016/j.im.2024.104015. DOI: https://doi.org/10.1016/j.im.2024.104015
[32] A. Ahmad dan S. B. Maynard, "Teaching information security management: Reflections on effective and ineffective pedagogical approaches," Inf. Manag. Comput. Secur., vol. 22, no. 5, hlm. 427–442, 2014, doi: 10.1108/IMCS-07-2013-0052. DOI: https://doi.org/10.1108/IMCS-08-2013-0058
[33] D. Tranfield, D. Denyer, dan P. Smart, "Towards a methodology for developing evidence‐informed management knowledge by means of systematic review," Br. J. Manag., vol. 14, no. 3, hlm. 207–222, 2003, doi: 10.1111/1467-8551.00375. DOI: https://doi.org/10.1111/1467-8551.00375
[34] Q. N. Hong, P. Pluye, S. Fabregues, G. Bartlett, F. Boardman, M. Cargo, dkk., Mixed Methods Appraisal Tool (MMAT) Version 2018.
Montreal: Universitas McGill, 2018.
[35] J. Popay, H. Roberts, A. Sowden, M. Petticrew, L. Arai, M. Rodgers, dkk., Guidance on the Conduct of Narrative Synthesis in Systematic Reviews. Lancaster: Lancaster University (ESRC Methods Programme), 2006.
[36] D. Thomas, "A general inductive approach for analyzing qualitative evaluation data," Am. J. Eval., vol. 27, no. 2, hlm. 237–246, 2006, doi: 10.1177/1098214005283748. DOI: https://doi.org/10.1177/1098214005283748
[37] Mahardika, F., … E. S.-S. J. T., & 2019, undefined. (n.d.). Penerapan Segmentasi Warna pada Gambar di Media Sosial dengan Algoritma Fuzzy K-Means Cluster. Ojs3-Jurnal.Umk.Ac.Id. Retrieved December 19, 2025, from https://ojs3-jurnal.umk.ac.id/index.php/simet/article/view/3381
[38] Mahardika, F., … L. S.-J. T. I., & 2026, undefined. (2026). IoT-Based Smart Detector with SVM and XGBoost for Real-Time Child Growth Monitoring and Stunting Risk Prediction. Jutif.If.Unsoed.Ac.IdF Mahardika, L Syafirullah, A NugrohoJurnal Teknik Informatika (Jutif), 2026•jutif.If.Unsoed.Ac.Id, 7(1), 2723–3863. https://doi.org/10.52436/1.jutif.2026.7.2.5394 DOI: https://doi.org/10.52436/1.jutif.2026.7.1.5394
[39] Mahardika, F., Setiawan, E., Intan, D., & Saputra, S. (2019). PENERAPAN SEGMENTASI WARNA PADA GAMBAR DI MEDIA SOSIAL DENGAN ALGORITMA FUZZY K-MEANS CLUSTER. Simetris: Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, 10(2), 631–638. https://doi.org/10.24176/SIMET.V10I2.338 DOI: https://doi.org/10.24176/simet.v10i2.3381
[40] A. Bandura, Self-Efficacy: The Exercise of Control. New York: Freeman, 1997.
[41] Y. Cai, "Using case studies to teach cybersecurity courses," J. Cybersecur. Educ. Res. Pract., vol. 2018, no. 2, Artikel 1, 2018. DOI: https://doi.org/10.62915/2472-2707.1041
[42] Syafirullah, L., Mahardika, F., Purwanto, R., Prasetyanti, D. N., Rekayasa, T., Lunak, P., Cilacap, P. N., Informatika, T., & Cilacap, P. N. (2026). Performance Evaluation and Optimization of an IoT-Based Fish Smoking Monitoring System for Ensuring Product Quality. 10(1), 691–700. DOI: https://doi.org/10.33395/sinkron.v10i1.15736
[43] A. Ahmed, C. Watterson, S. Alhashmi, dan T. Gaber, "How universities teach cybersecurity courses online: a systematic literature review," Front. Comput. Sci., vol. 6, 1499490, 2024, doi: 10.3389/fcomp.2024.1499490. DOI: https://doi.org/10.3389/fcomp.2024.1499490
[44] N. Matus, S. Berríos, dan R. Isla, "From CTF to competence: UX-driven and didactic foundations for gamified cybersecurity training platforms," Appl. Sci., vol. 16, no. 12, 6100, 2026, doi: 10.3390/app16126100. DOI: https://doi.org/10.3390/app16126100
[45] A. Kohnke, B. Tenbergen, dan N. Mead, "Using Cybersecurity Body of Knowledge (CyBOK) case studies to enhance student learning," dalam Pros. Hawaii Int. Conf. Syst. Sci. (HICSS) ke-55, 2022, hlm. 1–10, doi: 10.24251/HICSS.2022.130. DOI: https://doi.org/10.24251/HICSS.2022.130
[46] P. Malik, A. Kumar Singh, R. Nautiyal, dan S. Rawat, "Mapping AICTE cybersecurity curriculum onto CyBOK: a case study," dalam Machine Learning for Cyber Security, Berlin: De Gruyter, 2023, hlm. 129–144, doi: 10.1515/9783110766745-007. DOI: https://doi.org/10.1515/9783110766745-007
[47] T. Schafeitel-Tähtinen dkk., "Teaching and learning cybersecurity using capture the flag: Effectiveness comparison between university students in Finland and Czechia," Comput. Appl. Eng. Educ., vol. 33, e70082, 2025, doi: 10.1002/cae.70082. DOI: https://doi.org/10.1002/cae.70082
[48] G. Guntoro, L. Lisnawita, W. Monika, dan L. Costaner, "Empowering vocational school students through digital security training to prevent cyber threats: A case study at SMKN 7 Pekanbaru," CONSEN: Indones. J. Community Serv. Engagem., vol. 6, no. 1, hlm. 48–54, 2026, doi: 10.57152/consen.v6i1.2326. DOI: https://doi.org/10.57152/consen.v6i1.2326
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