Article Per Year (5 Year)
p-Index From 2021 - 2026
1.235
P-Index
This Author published in this journals
All Journal JURNAL AGROHITA Jurnal Embrio Research Horizon Jurnal Pengabdian kepada Masyarakat Dewantara
Hadi Rafindo
Program Studi Agronomi Fakultas Pertanian Universitas Andalas
Agriculture, Biological Sciences & Forestry Arts Humanities Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Immunology & microbiology Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Social Sciences Veterinary Other

Published : 7 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Research Horizon

 1 
Decision-Making Systems in Smart Agriculture Based on Forecasting Supply Chain: A New Approach in the Business of Technopreneurship Deperiky, Dedet; Rafindo, Hadi; Yoga, Trio Candra
Research Horizon Vol. 5 No. 5 (2025): Research Horizon - October 2025
Publisher : LifeSciFi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54518/rh.5.5.2025.823

Abstract

The agricultural sector contributes significantly to Indonesia’s economy 12.4% GDP, 29% workforce, yet faces persistent challenges including climate uncertainty, market fluctuations, and inefficient supply chains due to inadequate decision-making systems. This study aims to analyze the relationship between decision-making and agricultural supply chains integrated with technopreneurship, determine integrated strategies for improving efficiency and sustainability and develop plans to reduce crop failure risks and market demand uncertainty. A quantitative approach was employed using Structural Equation Modeling, Interpretive Structural Modeling and ARIMA forecasting methods with 300 farmer samples and 7 experts from Solok Regency, West Sumatra, during January-September 2025. SARIMAX models successfully predicted potato production and prices with high accuracy. ISM analysis identified hierarchical relationships among objectives, needs, constraints, activities, and actors, revealing seed independence and superior variety development as key drivers. Integrating forecasting-based decision-making systems with technopreneurship principles enhances agricultural supply chain efficiency, though data quality and model validation remain critical challenges.
Co-Authors Afri Rona Diyanti Amallia, Chairun Aslan Sari Thesiwati Dedet Deperiky Diyanti, Afri Rona Dwikornida, Dwikornida Febrianto, Hary Halimatuddini, Halimatuddini Indra Dwipa Islami, Syaifuddin Jamilah Jamilah M. Zulman Harja Utama Milda Ernita Nolasary, Mega Putri Putri, Desi Eka Putriani, Rinda Rahmat Hidayat Sandra, Oki Sovia, Wela Riski Sunadi, Sunadi Wahyuni, Dwi Fuji Warnita Widodo Haryoko Widya Rahmawati Wulanda, Fanny Yoga, Trio Candra Yonaldi, Sepris