Russia-Ukraine conflict and Malaysian palm oil: An analysis of market impacts and public sentiment.

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0323747
Azlizan Mat Enh, Hasrina Mustafa, Fahri Ahmed
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Abstract

The Russia-Ukraine conflict, which began in February 2022, has significantly impacted global commodity markets, particularly the Malaysian palm oil industry. This study examines the effects of the conflict on key market indicators-price, production quantity, oil extraction rate, and exports-while also analyzing the role of public sentiment in shaping market dynamics. Using data from the Malaysian Palm Oil Board (MPOB) and online engagement metrics, a composite sentiment index was developed through Principal Component Analysis (PCA). The findings indicate that palm oil prices spiked sharply following the conflict due to supply chain disruptions and speculative trading, while production and extraction rates remained stable. Exports showed increased volatility, reflecting trade realignments and policy interventions. Public sentiment shifted from a fragmented geopolitical discourse to an economically driven narrative, strongly correlating with price fluctuations and concerns over supply chain stability. This study highlights the growing importance of sentiment analysis in understanding market behavior and provides insights for policymakers and industry stakeholders to mitigate the effects of geopolitical crises on the palm oil sector.

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俄乌冲突与马来西亚棕榈油:市场影响与公众情绪分析。
始于2022年2月的俄乌冲突对全球大宗商品市场,尤其是马来西亚棕榈油行业产生了重大影响。本研究考察了冲突对关键市场指标(价格、产量、石油开采率和出口量)的影响,同时也分析了公众情绪在塑造市场动态中的作用。利用马来西亚棕榈油局(MPOB)的数据和在线参与指标,通过主成分分析(PCA)开发了一个综合情绪指数。调查结果表明,由于供应链中断和投机交易,棕榈油价格在冲突后急剧飙升,而产量和提取率保持稳定。出口波动加剧,反映出贸易调整和政策干预。公众情绪从支离破碎的地缘政治话语转变为经济驱动的叙事,与价格波动和对供应链稳定性的担忧密切相关。本研究强调了情绪分析在理解市场行为中的重要性,并为政策制定者和行业利益相关者提供了见解,以减轻地缘政治危机对棕榈油行业的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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