Pendampingan Penguatan Kompetensi Guru Daerah Perbatasan Berbasis Pembelajaran Berbasis Deep Learning untuk Menjawab Tantangan Keterampilan Abad ke-21
DOI:
https://doi.org/10.33394/jpu.v6i4.17996Keywords:
Deep Learning, 21st Century Skills, Teachers, Border RegionAbstract
This community service program aims to enhance the competencies of teachers in the Indonesia–Malaysia border area through the application of a Deep Learning-based instructional approach to address the challenges of 21st-century skills. The implementation employed the Co-M-F-oR-T method (coaching, mentoring, facilitation, and training), involving 23 teachers in Bengkayang Regency as participants. The evaluation instruments consisted of questionnaires analyzed descriptively. The results of the program indicate an improvement in participants’ understanding by 75% and an 80% effectiveness rate in mentoring activities. These findings demonstrate that the mentoring process was effective and contributed to improving teachers’ knowledge and competencies in developing teaching modules based on the Deep Learning approach.
References
Antonia Sasap Abao, Zakia Gafar. 2022. “Partisipasi Masyarakat Perbatasan Dalam Pembangunan Pos Lintas Batas Negara(PLBN) Jagoi Babang.” EMPATI: Jurnal Ilmu Kesejahteraan Sosial 11(1): 61–72.
Azizah Azizah, Akina Akina, Mufidah Mufidah, Nuraini Nuraini. 2021. “Pendampingan Pembuatan Modul Pembelajaran Bagi Guru Sekolah Dasar.” Jurnal PRODIKMAS 6(02): 48–61. https://jurnal.umsu.ac.id/index.php/prodikmas/article/view/8466/6535.
Bengkayang, Diskominfo Kabupaten. 2024. “RPJMD Bengkayang 2021-2026.” In 1, Bengkayang: Diskominfo Kabupaten Bengkayang, 216. https://data.bengkayangkab.go.id/dataset/rpjmd-kabupaten-bengkayang-2021-2026.
Biggs, J., Tang, C., & Kennedy, G. 2022. Teaching for Quality Learning at University. Maidenhead: Maidenhead : Open University Press. https://www.researchgate.net/publication/215915395_Teaching_for_Quality_Learning_at_University/citation/download.
Darius Yonatan Nama, Femberianus Sunario Tanggur. 2022. “Disparitas Media Pembelajaran Pada Era Digitalisasi Pendidikan Di Wilayah Perbatasan RI-RDTL(RefleksiPembelajaran Online Daerah Perbatasan).” Jurnal Pendidikan Teknologi Informasi (JUKANTI) 5(2): 2621–1467.
Fahlevi, M. R. 2022. “Kajian Project Based Blended Learning Sebagai Model Pembelajaran Pasca Pandemi Dan Bentuk Implementasi Kurikulum Merdeka.” Sustainabel 5: 230–49.
Khairi, A., Masri, D., Pratama, R., & Situmorang, S. E. Z. 2023. “Metode Pembelajaran Di Dalam Q.S An-Nahl Ayat 125 Berdasarkan Tafsir Al-Misbah.” Hibrul Ulama: Jurnal Ilmu Pendidikan dan Keislaman 5(2): 34–48.
Lisa Virdinarti Putra, Hesti Yunitiara Rizqi. 2024. “Pendampingan Pembuatan Modul Ajar Berbasis Deep Learning Untuk Meningkatkan Kompetensi Pedagogik Guru Sekolah Dasar.” Ngudi Waluyo Empowerment: Jurnal Pengabdian Kepada Masyarakat, 3(2): 2961–7499. http://e-abdimas.unw.ac.id/index.php/jfkp.
Muri’ah, Siti. 2018. “Strategi Pengembangan Pendidikan Wilayah Perbatasan(Studi Kasus Pada Madrasah Tapal Batas Sebatik Dan Nunukan).” FENOMENA: Jurnal Penelitian 10(2): 135–48.
Mutmainnah, Nurul, Adrias, Aissy Putri Zulkarnaini. 2025. “Implementasi Pendekatan Deep Learning Terhadap Pembelajaran Matematika Di Sekolah Dasar.” Pendas: Jurnal Ilmiah Pendidikan Dasar 10 (01): 858–71.
Nurdiana. 2024. “Paradigma Baru Dalam Pedagogik: Menyongsong Deep Learning Sebagai Pendekatan Pembelajaran Di Indonesia Abad Ke 21.” Cendekia Pendidikan 8(4): 1–8.
Parda Silvia Pratama, Annissa Mawardini, Rini Rahayu. 2023. “Peran Guru Sebagai Role Model Dan Teladan Dalam Meningkatkan Moralitas Siswa Di Sekolah Dasar.” KARIMAH TAUHID 2(5): 2013–2027.
Priska, V., Helena , A., Apriyon, Y., Arlianto, A., P. 2019. “Kegiatan Transfer Pengetahuan Dengan Metode DRILL Terhadap Siswa Sekolah Dasar Negeri (SDN) Bengkayang Daerah Perbatasan.” Jurnal Pengabdian Kepada Masyarakat JPKM: Unimed 25(4): 176–87.
Sandi Irawan, Muhammad Mukhlis. 2023. “Keterampilan Abad 21 Dalam Modul Ajar Bahasa Indonesia Kurikulum Merdeka Di Sekolah Menengah Kejuruan.” Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya. 6(01): 33–45. https://diglosiaunmul.com/index.php/diglosia/article/view/634.
Serli, & Anggraeni, D. 2020. “Analisis Faktor Pembelajaran Seni Budaya Dan Keterampilan Yang Mempengaruhi Mutu Pembelajaran Seni Budaya Dan Keterampilan Di SD Muhammadiyah Pringsewu.” UIN Raden Intan Lampung Repositori. https://repository.radenintan.ac.id/12500/1/SKRIPSI 2.pdf.
Silvester, dkk. 2024. “Pengaruh Kompetensi Technological Pedagogical Content Knowledge(TPACK) Terhadap Keterampilan Guru Dalam Mengimplemtasikan Pembelajaran Berbasis Digital.” Journal of Education Research 5(4): 4958–65.
Siprianus Jewarut, Margaretha Lidya Sumarni, Usman, Blasius Manggu, Hendrikus Torimtubun, Helfra Durasa. 2024. “Analisis Transformasi Mengajar Guru Sekolah Dasar Daerah Perbatasan, Berbasis TPACK(Technology Pedagogical Content Knowledge) Dalam Bingkai Kurikulum Merdeka.” Jurnal of Education Research 5(2): 2155–63.
Siprianus Jewarut, Marianus Dinata Alnija, Margaretha Lidya Sumarni. 2023. “Study of The Application of Digital Literacy in The Frame of The Independent Curriculum Towards 21st Century Skills in Border Area Students.” MUDIR (Jurnal Manaj Pendidikan) 5(02): 1–7.
Suwandi, Riska Putri, Sulastri. 2024. “Inovasi Pendidikan Dengan Menggunakan Model Deep Learning Di Indonesia.” JPKP:Jurnal Pendidikan Kewarganegaraan dan Politik . 2(2): 69–77.
Suyanto. 2025. “6. RI KPD Dan M. Pembelajaran Mendalam Menuju Pendidikan Bermutu Untuk Semua.” In 1, Jakarta: Kemendikdasmen, 1–87. https://www.dikdasmen.go.id/pencarian/Layanan dan Program.
Torang Siregar, dkk. 2024. “Keterampilan Dan Kecakapan Abad 21: Kompetensi Digital Pendidik Masa Depan.” JISER: Journal of Islamic and Scientific Education Research 10(02): 1–11. https://jurnal.uinsyahada.ac.id/index.php/SJPAI/index.
Veronica Elvina Montessori, Tri Murwaningsih, Tutik Susilowati. 2023. “Implementasi Keterampilan Abad 21 (6c) Dalam Pembelajaran Daring Pada Mata Kuliah Simulasi Bisnis.” JIKAP: Jurnal Informasi dan Komunikasi Administrasi Perkantoran. 7(01). https://jurnal.uns.ac.id/JIKAP/article/view/61415.
Downloads
Published
How to Cite
Issue
Section
Citation Check
License
Copyright (c) 2025 The Author(s)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC BY-SA 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).




