Integrating Technical Skills, Soft Skills, and Digital Technology in Culinary Vocational Education: A Deep Learning Model for Industry 5.0
DOI:
https://doi.org/10.23917/jdl.v2i1.12927Keywords:
vocational education, culinary learning, integrated culinary deep learning model, meaningful engagement, meaningful learningAbstract
The emergence of Industry 5.0 requires vocational education to integrate technical competencies with human-centered skills such as creativity, collaboration, and adaptability, supported by digital technology. However, culinary vocational learning remains fragmented, with these components often developed separately. This study aims to develop an integrative conceptual model to address this gap. This research adopts a qualitative conceptual approach supported by a systematic literature-based synthesis. Data were collected from Scopus, Google Scholar, and SINTA using structured keywords. The selected studies were analyzed through content analysis and thematic synthesis to identify key components and relationships for model development. The study proposes the Integrated Culinary Deep Learning Model (ICDLM), which consists of four core dimensions: culinary technical skills, soft skills (creativity and collaboration), digital technology integration, and project-based learning. These components are structured as an interconnected system that enables holistic and meaningful learning. The findings indicate that integrative approaches are more effective than fragmented methods in developing higher-order competencies such as critical thinking, adaptability, and innovation. Theoretically, this study contributes an integrative framework for vocational education. Practically, the ICDLM model provides guidance for designing adaptive and industry-relevant culinary learning. Future research is recommended to empirically validate the model.
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Andriani, S., Riyadi, R., & Wibowo, A. (2021). Development of a digital technology-based culinary learning model in vocational schools. Journal of Educational Technology, 15(3), 220-230.
Andriyani, D. A., Prayitno, H. J., Minsih, M., Jamali, A., Damayanti, V. S., Dipsatara, T., & Pradana, F. G. (2025). Opportuni-ties and Challenges for the Development of Deep Learning in Vocational Scho-ols: Drivers of Learning Innovation in the Industrial Era 4.0. Journal of Deep Learning, 1(2), 95–108. https://doi.org/10.23917/jdl.v1i2.11027
Arifin, M., & Suryadi, K. (2023). Gamification in culinary education: Increasing student engagement and motivation. International Journal of New Technologies in Learning, 18(2), 45-55.
Faradiyah Nurul, R., Intani, K. I. N. ., Andre-as, R. ., & Mahardika, D. A. . (2022). Permainan Tradisional dalam Memben-tuk Karakter Anak Usia Sekolah Dasar di Desa Baratan. Jurnal Ilmiah Kampus Mengajar, 2(1), 8–16. https://doi.org/10.56972/jikm.v2i1.35
Fauzi, I. M., Negara, S. P. P. S. ., Iswari, D. A. ., Putri, S. O. ., Aji, K. M. B. ., Susi-la, I. ., Efendi, B. ., & Febrianti, N. . (2023). Pengaruh Faktor-Faktor Psiko-logi terhadap Perilaku Konsumen Ikan Segar di Universitas Muhammadiyah Madiun. Jurnal Keilmuan Dan Keisla-man, 2(4), 225–236. https://doi.org/10.23917/jkk.v2i4.48
Handayani, F., Sua, A. T., Adriana, P., Jafar, M., Suwarni, A., Dian, D., … Purno-mo, E. (2024). Penanaman Nilai Nasio-nalisme dan Patriotisme melalui Pendi-dikan dan Kegiatan Lomba Harijadi Kemerdekaan RI bagi Anak Pekerja Migran Sanggar Bimbingan Kuala Lumpur Malaysia . Buletin KKN Pendi-dikan, 6(2), 151–158. https://doi.org/10.23917/buletinkkndik.v6i2.8367
Hartono, D., Setiawan, R., & Utami, W. (2021). Digital technology and new pa-radigms in industry 5.0 education. Journal of Industrial Engineering and Management, 25(4), 300-312.
Hermawan, H., & Santoso, A. (2022). Project-based learning in culinary arts: Impact on practical skills and creativity. International Journal of Technology and Design Education, 32(3), 600-615.
Hidayani, E. F., Prayitno, H. J., & Handayani, T. (2025). Deep Learning: Implementa-tion and Impact in Islamic Junior High Schools. Journal of Deep Learning, 1(1), 25–36. https://doi.org/10.23917/jdl.v1i1.11077
Indriani, N., & Wibowo, T. (2023). Collaborative learning in vocational culinary education: Improving teamwork skills. Journal of Educational Technology, 17(1), 110-120.
Ismiyanto, M., Anif, S., Prayitno, H. J., Mu-hibbin, A., Kusumaningtyas, D. A., & Handayani, T. (2026). Reconstruction of the Ethics of Artificial Intelligence Development in Islamic Philosophy and Muhammadiyah Thought. Jurnal Pene-litian Sains Teknologi, 2(1), 58–74. https://doi.org/10.23917/saintek.v2i1.16201
Iswari, D. A., Dewi, L. P., Fauzi, I. M., Ne-gara, S. P. P. S., Banna, M. H. A., & Susila, I. (2025). Sosialisasi dan Pem-berdayaan Kewirausahaan Digital bagi Anak Gen Z di LKSA Muhammadiyah Kota Madiun. Buletin KKN Pendidikan, 7(2), 190–202. https://doi.org/10.23917/buletinkkndik.v7i2.10553
Jati, K., Intaniasari, Y., Ningrum, R. S., Hafi-da, S. H. N., Utami, R. D., Ariyadi, M. Y., & Subekti, T. A. (2022). Peningka-tan Pemahaman Pola Asuh melalui So-sialisasi Tumbuh Kembang Anak untuk Menciptakan Generasi Emas. Buletin KKN Pendidikan, 4(1), 12–23. https://doi.org/10.23917/buletinkkndik.v4i1.11705
Kusuma, M., & Setiawan, R. (2023). The influence of innovative learning models on creativity and collaboration of vocational students. Journal of Learning and Educational Development, 19(2), 78-92.
Kusumaningrum, M., & Nuryana, I. . (2022). Analysis the Influence Entrepreneurship Knowledge, Circle of Friends and Eco-nomic Background on Students Interest to be Entrepreneur. Jurnal Keilmuan Dan Keislaman, 1(4), 243–248. https://doi.org/10.23917/jkk.v1i4.27
Leng, Y. K., & Buang, N. A. (2019). The Involvement In Tunas Niaga Activities And The Entrepreneurial Attitude Among Secondary Schools. Indonesian Journal on Learning and Advanced Education (IJOLAE), 15–25. https://doi.org/10.23917/ijolae.v1i1.7288
Maghfiroh, A., Sumarmi, Utaya, S., Wahyu-di, A., Al Kindy, M. A., & Nurjati, R. W. (2025). Geoedupreneurship Studies in Higher Education Geography Lear-ning in Indonesia. Indonesian Journal on Learning and Advanced Education (IJOLAE), 8(1), 56–77. https://doi.org/10.23917/ijolae.v8i1.12353
Mahardhika, I. E. P., Prayitno, H. J., Indri, I., & Fitriyan, M. R. (2025). Visual and Contextual Learning for Deep Learning Education: A Unified Tool for Theory–Practice Integration. Journal of Deep Learning, 1(1), 69–80. https://doi.org/10.23917/jdl.v1i1.11556
Maulida, D. R., Suryaningtyas, N. A., Anggi-ta, S., & Mahmudah, U. (2026). Influ-ence of Perceived Security and Percei-ved Risk on Continuance Intention in Using ShopeePay Digital Wallet Servi-ce: SEM-PLS Analysis. Jurnal Peneli-tian Sains Teknologi, 2(1), 44–57. https://doi.org/10.23917/saintek.v2i1.13562
Mulyani, S., Rahman, A., & Wulandari, E. (2023). Qualitative approach in industry 5.0-based vocational education research. Journal of Educational Research, 21(1), 101-115.
Pratama, Y. (2020). Developing soft skills competencies in culinary vocational education. Journal of Vocational Education, 10(2), 123-136.
Prihantoro, P., Prayitno, H. J., Indri, I., & Kusumaningtyas, D. A. (2025). Deep Learning: Policies, Concepts, and Im-plementation in Senior High Schools in Indonesia. Journal of Deep Learning, 1(1), 11–24. https://doi.org/10.23917/jdl.v1i1.10964
Puspita Dewi, L., Pradana, Y. A., Andyani, R. A., Putri, A. S. N. A. Y. ., Isa, M. ., Susila, I. ., & Azizah, S. N. . (2024). Analisis Prediksi Gerakan Saham Sya-riah JII70: Pendekatan Regresi Linier Berganda terhadap Faktor-Faktor Eko-nomi dan Pasar Global. Jurnal Keilmu-an Dan Keislaman, 3(2), 68–75. https://doi.org/10.23917/jkk.v3i2.250
Rahman, A., & Mulyani, S. (2022). Vocational education in the industrial revolution 4.0: A systematic literature review. International Journal of Education, 10(1), 20-30.
Rahmawati, D., & Wulandari, E. (2023). Innovation in a learning model based on the integration of cooking skills and technology. Journal of Learning Innovation, 11(1), 50-65.
Rasid, N. B. M., & Buang, N. A. (2019). The Tendency Towards Entrepreneurship Among Students of Maktab Rendah Sa-ins Mara (MRSM). Indonesian Journal on Learning and Advanced Education (IJOLAE), 1–8. https://doi.org/10.23917/ijolae.v1i1.7287
Sari, R., & Putra, P. (2022). Vocational Transformation Learning in the Industry 5.0 Era: Literature Review and Thematic Analysis. Journal of Education and Technology, 18(3), 200-215.
Setiawan, J. L., Kasim, A., & Ardyan, E. (2022). Understanding the consumers of entrepreneurial education: Self-efficacy and entrepreneurial attitude ori-entation among youths. Sustainability, 14(8), 4790.
Sholihatinnisa, I., Nurcahyono, N. A., Anas-tia, & Fitria, R. (2021). Realisasi Bisnis Digital Siswa Guna Mewujudkan Profil Pelajar Pancasila sebagai SMK Pusat Keunggulan. Jurnal Ilmiah Kampus Mengajar, 1(2), 86–93. https://doi.org/10.56972/jikm.v1i2.8
Sutopo, A., Ariyatmi, S. Z., Sofiana, I., Pra-yitno, H. J., Wijayanto, K., & Nisa, C. (2021). Penguatan Sektor Ekonomi dan Pendidikan Karakter Siswa pada Era Pandemi. Buletin KKN Pendidikan, 174-183.
Taqiyya, W., Utami, R. D., Samsuri, M., & Siswanto, H. (2025). Strategies of Deep Learning to Foster Meaningful and Sus-tainable Education in the 21st Century. Journal of Deep Learning, 1(2), 127–138. https://doi.org/10.23917/jdl.v1i2.11609
Utomo, J. B., Prayitno, H. J., & Indri, I. (2025). Strategies and Development of the Deep Learning Approach in Vocati-onal High Schools in the Era of Global Computing . Journal of Deep Learning, 1(1), 1–10. https://doi.org/10.23917/jdl.v1i1.10855
Zaki, M. G., & Imaduddin, H. (2026). Early Classification of Diabetes Risk in Pro-ductive Age Groups Using Machine Learning. Jurnal Penelitian Sains Teknologi, 2(1), 75–90. https://doi.org/10.23917/saintek.v2i1.16430
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Copyright (c) 2026 Herlina Tri Wulandari, Heri Susanto, Harun Joko Prayitno, Indri, Bayu Wardhana, Fajar Riza Ul Haq (Author)

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