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Penerapan Experiential Learning untuk Meningkatkan Kompetensi dan Refleksi Mahasiswa pada Pelatihan Mining Data Makro Intan Mega Maharani; Dita Rosyita; Aulia Nurul Hikmah; Putra Astaman; Aditya Arief Rachmadhan; Akbar Hariputra; Dita Atasa; Annisa Vira Widayanti
Sinergi Aksi Nyata Cendekia Vol 1, No 1 (2025): Agustus
Publisher : Lembaga Penelitian, Pengembangan, Pemberdayaan Potensi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.6131/sancaka.v1i1.173

Abstract

Penelitian ini bertujuan untuk menganalisis efektivitas pelatihan data mining makro berbasis experiential learning dalam meningkatkan kompetensi konseptual, kemandirian, dan refleksi mahasiswa untuk menutup kesenjangan antara tuntutan Outcome-Based Education (OBE) dan kesiapan mahasiswa. Kegiatan ini merupakan bagian dari program pengabdian kepada masyarakat yang dirancang dengan pendekatan student-centered learning (SCL). Data diperoleh melalui pre-test, post-test, dan kuesioner reflektif. Analisis menggunakan tiga indikator utama: Normalized-Gain (N-Gain), Reflective Learning (RL), dan Experiential Learning Mapping (ELM). Hasil menunjukkan peningkatan signifikan pada pemahaman konseptual (N-Gain = 1,00), sedangkan nilai RLII sebesar 3,29 mengindikasikan refleksi moderat. Temuan ini menegaskan bahwa experiential learning efektif dalam memperkuat kompetensi kognitif, tetapi optimalisasi fase reflektif diperlukan agar pembelajaran menjadi transformasional dan berkelanjutan.
Teknologi dalam Rantai Pasok Agribisnis: Analisis Bibliometrik tentang Perannya dalam Meningkatkan Ketahanan Pangan Annisa Vira Widayanti; Raka Selaksa Charisma Muchammad; Akbar Hariputra; Aditya Arief Rachmadhan
Agriekstensia : Jurnal Penelitian Terapan Bidang Pertanian Vol. 24 No. 1 (2025): AGRIEKSTENSIA: Jurnal Penelitian Terapan Bidang Pertanian
Publisher : Politeknik Pembangunan Pertanian Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34145/agriekstensia.v24i1.3738

Abstract

Climate change, global disruptions, and unequal food distribution have made food security a critical and urgent global issue. In response, digital technologies offer strategic opportunities to enhance the efficiency, transparency, and resilience of agribusiness supply chains. However, existing research remains fragmented, often lacking thematic integration and a global perspective on how digital innovations contribute to food security. This study aims to systematically map the global research landscape through a bibliometric analysis of 100 Scopus-indexed articles published between 2019 and 2025, focusing on the intersection of digital technology, agribusiness, and food security. Using VOSviewer, five major thematic clusters are identified: blockchain and traceability, digital supply chain platforms, artificial intelligence, sustainability transformation, and data-driven agribusiness. The findings show that technologies such as blockchain, IoT, and AI play a vital role in supporting food system availability, accessibility, and stability. Emerging topics such as circular economy and digital inclusion reflect a shift toward more sustainable and equitable digital food systems. This study not only synthesizes existing academic discourse but also provides strategic insights for future research, policy design, and inclusive technological adoption—particularly in developing regions. As such, it serves as an essential foundation for designing systemic, inclusive, and sustainable digital transformation in agrifood systems to address the urgent challenge of global food security.
Prevalensi Praktik Child Labor pada Usahatani Kopi di Kelompok Tani Bumi Rahayu, Kabupaten Trenggalek Aditya Arief Rachmadhan; Intan Mega Maharani; Dita Rosyita; Putri Nurmalitasari; Ekamonika Manihuruk
Journal of Agribusiness, Social and Economic Vol. 6 No. 1 (2026): Journal of Agribusiness, Social and Economic (JASE)
Publisher : Universitas Veteran Bangun Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32585/jase.v6i1.8564

Abstract

he sustainability of the coffee agribusiness is determined not only by economic and environmental dimensions but also by social sustainability, including the protection of children from child labor. This study aims to identify the forms and characteristics of children's involvement in coffee farming and to evaluate whether such involvement meets the child labor criteria established by the International Labour Organization (ILO). This study employed a descriptive-explanatory research design. Data were collected through questionnaires and interviews with six coffee farmers who were members of the Bumi Rahayu Farmer Group. The results revealed that the prevalence of child labor in coffee farming within the Bumi Rahayu Farmer Group was 16.67%, indicating a relatively low occurrence. Children's involvement was primarily intended to assist their parents, learn coffee cultivation practices, and compensate for family labor shortages, reflecting the concepts of child participation and children's work. Nevertheless, children were also involved in hazardous tasks and experienced disruptions to their educational activities. Based on the ILO criteria, these practices were therefore classified as child labor.
Penanganan Pendidikan Darurat melalui Penyaluran Paket Peralatan Belajar dan Mitigasi Aset bagi Siswa Terdampak Banjir di Gampong Simpang Lhee, Kecamatan Manyak Payed, Aceh Tamiang Dian Asri; Fachrul Akbar; Ahyar Pulungan; Budi Mulyara; Nur Halimatuz Zuhra; Raihan Dary; Dian Permata Sari Br Surbakti; Dian Novira Rizva; Ummy Qalsum; Aditya Arief Rachmadhan
Jurnal Masyarakat Madani Indonesia Vol. 5 No. 2 (2026): Mei
Publisher : Alesha Media Digital

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59025/ktabte38

Abstract

Bencana banjir yang melanda Gampong Simpang Lhee, Kecamatan Manyak Payed, telah menyebabkan gangguan signifikan pada proses belajar mengajar. Selain kerusakan infrastruktur, banyak siswa kehilangan peralatan sekolah mereka. Kegiatan pengabdian masyarakat ini bertujuan untuk memitigasi dampak pendidikan pasca-bencana melalui dua pendekatan utama: penyaluran paket peralatan belajar darurat dan edukasi mitigasi aset pendidikan bagi keluarga siswa. Metode yang digunakan meliputi survei dampak, koordinasi dengan perangkat desa, serta pendistribusian langsung paket bantuan. Hasil kegiatan menunjukkan bahwa penyaluran paket belajar mampu memulihkan motivasi belajar siswa sebesar 85% berdasarkan observasi lapangan. Selain itu, workshop mitigasi memberikan pemahaman baru bagi orang tua mengenai cara mengamankan dokumen dan peralatan pendidikan saat peringatan dini banjir diterima. Program ini diharapkan menjadi model penanganan pendidikan darurat yang responsif di wilayah rawan bencana Aceh Tamiang.
EVALUASI PARTISIPASI PETANI DALAM PROGRAM PENGEMBANGAN USAHA AGRIBISNIS PEDESAAN (PUAP): PENDEKATAN ANALISIS FAKTOR DETERMINAN Ummy Qalsum; Dian Asri; Aditya Arief Rachmadhan; Mujiburrahmad Mujiburrahmad
Jurnal Sains Agribisnis Vol 5 No 2 (2025)
Publisher : Universitas Muhammadiyah Sidenreng Rappang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55678/jsa.v5i2.2136

Abstract

Partisipasi petani menjadi faktor penentu keberhasilan Program Pengembangan Usaha Agribisnis Pedesaan (PUAP). Namun, di berbagai daerah program ini sering menghadapi kendala seperti rendahnya keterlibatan petani secara menyeluruh, sehingga efektivitas pemberdayaan belum optimal. Penelitian ini bertujuan untuk menganalisis tingkat partisipasi petani dalam PUAP serta mengidentifikasi faktor internal dan eksternal yang memengaruhinya. Penelitian dilakukan di Kelurahan Pettuadae, Kecamatan Turikale, Kabupaten Maros dengan pendekatan kuantitatif deskriptif. Sampel sebanyak 30 petani aktif ditentukan melalui total sampling. Data dianalisis menggunakan skoring partisipasi dan korelasi Rank Spearman. Hasil penelitian menunjukkan bahwa tingkat partisipasi petani tergolong sedang, dengan dominasi keterlibatan pada tahap pelaksanaan program. Faktor internal yang berhubungan signifikan adalah jumlah tanggungan keluarga. Faktor eksternal yang signifikan meliputi frekuensi informasi, sumber informasi, interaksi sosial, dan dukungan stakeholder, sedangkan sarana dan prasarana tidak berpengaruh signifikan. Temuan ini menegaskan bahwa keberhasilan program berbasis kelembagaan sangat bergantung pada efektivitas komunikasi, interaksi sosial, dan peran pendamping. Hasil penelitian memberikan masukan penting bagi perancangan program pemberdayaan petani yang lebih partisipatif dan berkelanjutan di masa depan.
Utilizing ChatGPT as a Large Language Model for Qualitative Decision Tree Modeling: A Proof-of-Concept for Strengthening Food Security in Indonesia Aditya Arief Rachmadhan; Prasmita Dian Wijayati; Annisa Vira Widayanti; Akbar Hariputra; Rizki Puspita Dewanti
Jurnal Riset Multidisiplin Agrisosco Vol 4, No 1 (2026): Vol 4 No 1 April 2026
Publisher : Lembaga Penelitian, Pengembangan, Pemberdayaan Potensi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61316/jrma.v4i1.229

Abstract

This study explores the use of Artificial Intelligence, specifically ChatGPT as a large language model, in constructing a qualitative decision tree to support food security analysis in Indonesia. Framed within the FAO’s four-pillar approach—availability, access, utilization, and stability—the research adopts a methodological proof-of-concept design and does not rely on primary or secondary empirical datasets. Instead, the analysis is based on AI-generated reasoning derived from structured prompts, which are systematically organized into a conceptual decision tree framework. Validation is conducted through interpretative comparison with established theoretical frameworks and national policy documents, rather than empirical testing or expert elicitation. The resulting model provides a structured representation of strategic pathways and potential policy options, highlighting the advantages of AI-assisted modeling in terms of speed, scalability, and integrative synthesis of knowledge. However, the model remains qualitative and exploratory, with limitations related to contextual specificity, potential bias, and the absence of real-time data. The findings suggest that AI can function as a complementary analytical tool for structuring policy-relevant insights, although its application requires careful validation and should not be interpreted as evidence of policy effectiveness.
Corn Seed Products Marketing Management at PT. Maxxi Agri Indonesia: Manajemen Pemasaran Produk Benih Jagung PT. Maxxi Agri Indonesia Illyah Fitriyatun Nikmah; Aditya Arief Rachmadhan
JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) Vol. 10 No. 3 (2026): Jati Emas (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat)
Publisher : DPD Jatim Perkumpulan Dosen Indonesia Semesta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36339/je.v10i3.532

Abstract

The corn seed industry in Indonesia continues to grow, driving intense competition in the market. One such company is PT Maxxi Agri Indonesia, which operates in the corn seed industry. To face this competition in the corn seed market, integrated marketing management is required. This applied study aims to describe the implementation of marketing management practices at PT Maxxi Agri Indonesia through the MBKM internship program and identify practical improvements to support marketing activities. This applied study employed a descriptive approach based on direct participation during the MBKM (Merdeka Belajar Kampus Merdeka) internship, supported by field observations, documentation, and interviews with company representatives to describe the implementation of the marketing mix 7P (product, price, place, promotion, people, process, and physical evidence) in practice. The implementation results indicate that marketing management operates in an integrated and well-organized manner, both in terms of organizational structure and marketing activities. Marketing management is based on team coordination, with performance metrics directly applied in the field. However, challenges remain regarding the intensity of promotions and the lack of training for field marketing staff on corn seed products. Therefore, there is a need to increase the intensity of promotions in a more structured manner and provide training on corn seed product information for field marketing staff.
POC Leaf and Goat Manure Macerate Application for Vegetative Growth of Seloliman Melon Plants: Aplikasi POC Daun dan Maserat Kotoran Kambing untuk Pertumbuhan Vegetatif Tanaman Melon di Seloliman Angelita Khairani Asyikhan; Sofia Dwi Rahmawati Sholikhah; Riska Novita Pasha; Eko Ramadana; Tamami Ghozali; Moh. Azhar Junaidi; Aditya Arief Rachmadhan
JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) Vol. 10 No. 3 (2026): Jati Emas (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat)
Publisher : DPD Jatim Perkumpulan Dosen Indonesia Semesta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36339/je.v10i3.540

Abstract

Conventional melon cultivation often faces challenges such as limited productive land and high input costs driven by dependency on synthetic chemical fertilizers, which potentially degrade soil fertility. This community service program aims to enhance the knowledge and skills of residents in Biting Hamlet, Seloliman, in implementing sustainable melon cultivation independently by utilizing alternative used gallon containers and applying leaf-based Liquid Organic Fertilizer (LOF) and goat manure maceration. The program methods included theoretical socialization, practical demonstrations of organic fertilizer production, and field-based technical guidance. Evaluation results using a Likert scale questionnaire demonstrated significant program success, with the majority of participants (86.7%) finding the practical demonstrations highly accessible, 60% experiencing a drastic increase in technical knowledge, and most participants (80%) expressing high interest in applying these methods in their own home gardens. It can be concluded that this integrative approach effectively provides a solution for agricultural cost efficiency, optimizes limited land use, and supports soil ecological sustainability at the household level.