Mat Enh Azlizan, Mustafa Hasrina, Ahmed Fahri
Research Center for History, Politics and International Affairs, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Malaysia.
School of Communication, Universiti Sains Malaysia, Malaysia.
PLoS One. 2025 May 28;20(5):e0323747. doi: 10.1371/journal.pone.0323747. eCollection 2025.
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.
始于2022年2月的俄乌冲突对全球大宗商品市场产生了重大影响,尤其是马来西亚棕榈油行业。本研究考察了冲突对关键市场指标——价格、产量、出油率和出口——的影响,同时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)的数据和在线参与度指标,通过主成分分析(PCA)构建了一个综合情绪指数。研究结果表明,冲突后由于供应链中断和投机性交易,棕榈油价格大幅飙升,而产量和出油率保持稳定。出口波动加剧,反映了贸易调整和政策干预。公众情绪从零散的地缘政治话语转向经济驱动的叙述,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方面日益重要,并为政策制定者和行业利益相关者减轻地缘政治危机对棕榈油行业的影响提供了见解。