Zixin Liu , Renhao Zou , Shuguang Zhang , Cheng Zhang
{"title":"能源、金属和农产品市场的风险溢出:网络视角","authors":"Zixin Liu , Renhao Zou , Shuguang Zhang , Cheng Zhang","doi":"10.1016/j.frl.2025.107502","DOIUrl":null,"url":null,"abstract":"<div><div>This study examines tail risk contagion and diversification in commodity markets using tail risk networks. The analysis of adjacency matrices reveals a more pronounced contagion effect among commodities within the same category compared to those across different categories, with industrial metals driving cross-category risk transmission. Precious metals showed greater hedging effectiveness during the Russia–Ukraine war than COVID-19. Moreover, the principal risk contributors in commodity markets exhibit time-varying characteristics. Finally, the study identifies market heterogeneity and asymmetry in the influence of network factors on commodity markets. These findings hold significance for regulatory agencies to maintain stability in commodity markets.</div></div>","PeriodicalId":12167,"journal":{"name":"Finance Research Letters","volume":"83 ","pages":"Article 107502"},"PeriodicalIF":6.9000,"publicationDate":"2025-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Risk spillovers among energy, metals, and agriculture commodity markets: A network perspective\",\"authors\":\"Zixin Liu , Renhao Zou , Shuguang Zhang , Cheng Zhang\",\"doi\":\"10.1016/j.frl.2025.107502\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study examines tail risk contagion and diversification in commodity markets using tail risk networks. The analysis of adjacency matrices reveals a more pronounced contagion effect among commodities within the same category compared to those across different categories, with industrial metals driving cross-category risk transmission. Precious metals showed greater hedging effectiveness during the Russia–Ukraine war than COVID-19. Moreover, the principal risk contributors in commodity markets exhibit time-varying characteristics. Finally, the study identifies market heterogeneity and asymmetry in the influence of network factors on commodity markets. These findings hold significance for regulatory agencies to maintain stability in commodity markets.</div></div>\",\"PeriodicalId\":12167,\"journal\":{\"name\":\"Finance Research Letters\",\"volume\":\"83 \",\"pages\":\"Article 107502\"},\"PeriodicalIF\":6.9000,\"publicationDate\":\"2025-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Finance Research Letters\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1544612325007615\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finance Research Letters","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1544612325007615","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Risk spillovers among energy, metals, and agriculture commodity markets: A network perspective
This study examines tail risk contagion and diversification in commodity markets using tail risk networks. The analysis of adjacency matrices reveals a more pronounced contagion effect among commodities within the same category compared to those across different categories, with industrial metals driving cross-category risk transmission. Precious metals showed greater hedging effectiveness during the Russia–Ukraine war than COVID-19. Moreover, the principal risk contributors in commodity markets exhibit time-varying characteristics. Finally, the study identifies market heterogeneity and asymmetry in the influence of network factors on commodity markets. These findings hold significance for regulatory agencies to maintain stability in commodity markets.
期刊介绍:
Finance Research Letters welcomes submissions across all areas of finance, aiming for rapid publication of significant new findings. The journal particularly encourages papers that provide insight into the replicability of established results, examine the cross-national applicability of previous findings, challenge existing methodologies, or demonstrate methodological contingencies.
Papers are invited in the following areas:
Actuarial studies
Alternative investments
Asset Pricing
Bankruptcy and liquidation
Banks and other Depository Institutions
Behavioral and experimental finance
Bibliometric and Scientometric studies of finance
Capital budgeting and corporate investment
Capital markets and accounting
Capital structure and payout policy
Commodities
Contagion, crises and interdependence
Corporate governance
Credit and fixed income markets and instruments
Derivatives
Emerging markets
Energy Finance and Energy Markets
Financial Econometrics
Financial History
Financial intermediation and money markets
Financial markets and marketplaces
Financial Mathematics and Econophysics
Financial Regulation and Law
Forecasting
Frontier market studies
International Finance
Market efficiency, event studies
Mergers, acquisitions and the market for corporate control
Micro Finance Institutions
Microstructure
Non-bank Financial Institutions
Personal Finance
Portfolio choice and investing
Real estate finance and investing
Risk
SME, Family and Entrepreneurial Finance