Quantifying Indonesia's Coffee Stockout Risk: A Monte Carlo Simulation of Production-Consumption Gaps

As Indonesia's premier agricultural export commodity, coffee faces an emerging domestic supply crisis. This study examines Indonesia's coffee stock dynamics through Monte Carlo simulation, utilizing secondary data from FAO and IPCC (2010-2019) encompassing production, consumption, trade flows, stocks, and climate parameters. Four key metrics—Self-Sufficiency Ratio (SSR), Import Dependency Ratio (IDR), Export Intensity Ratio (EIR), and Food Security Index (FSI)—quantify sectoral vulnerabilities. Results indicate Indonesia's coffee exports exceed domestic production, creating supply deficits exacerbated by climate change impacts, particularly El Nino events. The analysis reveals critical thresholds where export-oriented policies compromise domestic availability. Three mitigation strategies emerge: a 20% export reduction to rebalance domestic supply, cultivation of climate-resilient coffee varieties to enhance production, and implementation of a buffer stock policy to stabilize domestic markets. These measures address the fundamental tension between maintaining export competitiveness and ensuring national coffee security amid changing climatic conditions.

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Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2026-01-06
DOI
https://doi.org/10.1051/bioconf/202620805004/pdf
Primary Topic
Global trade, sustainability, and social impact
Type
article
Field-Weighted Citation Impact
0.00
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article

Quantifying Indonesia's Coffee Stockout Risk: A Monte Carlo Simulation of Production-Consumption Gaps

Muhammad Imam Ma’ruf
Springer Link (Chiba Institute of Technology)
Global trade, sustainability, and social impact
article

Quantifying Indonesia's Coffee Stockout Risk: A Monte Carlo Simulation of Production-Consumption Gaps

Muhammad Imam Ma’ruf
article en

Abstract

As Indonesia's premier agricultural export commodity, coffee faces an emerging domestic supply crisis. This study examines Indonesia's coffee stock dynamics through Monte Carlo simulation, utilizing secondary data from FAO and IPCC (2010-2019) encompassing production, consumption, trade flows, stocks, and climate parameters. Four key metrics—Self-Sufficiency Ratio (SSR), Import Dependency Ratio (IDR), Export Intensity Ratio (EIR), and Food Security Index (FSI)—quantify sectoral vulnerabilities. Results indicate Indonesia's coffee exports exceed domestic production, creating supply deficits exacerbated by climate change impacts, particularly El Nino events. The analysis reveals critical thresholds where export-oriented policies compromise domestic availability. Three mitigation strategies emerge: a 20% export reduction to rebalance domestic supply, cultivation of climate-resilient coffee varieties to enhance production, and implementation of a buffer stock policy to stabilize domestic markets. These measures address the fundamental tension between maintaining export competitiveness and ensuring national coffee security amid changing climatic conditions.

Springer Link (Chiba Institute of Technology)
Climate action
Openalex Percentile: Top 94%
Global trade, sustainability, and social impact
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Quantifying Indonesia's Coffee Stockout Risk: A Monte Carlo Simulation of Production-Consumption Gaps — Muhammad Imam Ma’ruf · Springer Link (Chiba Institute of Technology) (2026) | TGRS Research Map | TGRS