IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v87y2025icp1361-1378.html

Risk contagion among renewable energy, fossil energy and agricultural commodity markets: Insights from dynamic networks

Author

Listed:
  • Jin, Yujia
  • Zhang, Ailian
  • Liu, Bai

Abstract

Although global energy transition fundamentally reshapes interdependencies between fossil energy-renewable energy-agricultural commodity (FRA) markets, the intricate risk contagion within FRA market system remains underexplored. Using dynamic spillover and risk network analysis, this study investigates risk contagion within the FRA system comparing the representative markets in China and the US, and further identifies the impact of extreme events. The findings reveal that agricultural commodity market acts as the dominant bridge for risk spillover between fossil and renewable energy markets due to bioenergy demand and cost linkages. Extreme events dynamically change risk transmission networks, exhibiting pronounced market heterogeneity. Structural and institutional differences of Chinese and the US markets form fundamentally distinct risk propagation pathways. China’s renewable energy shifts from risk transmitter to recipient during trade conflicts, while the US fossil energy amplifies risk absorption during supply disruptions. These findings improve risk supervision for policymakers and investors during energy transition.

Suggested Citation

  • Jin, Yujia & Zhang, Ailian & Liu, Bai, 2025. "Risk contagion among renewable energy, fossil energy and agricultural commodity markets: Insights from dynamic networks," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1361-1378.
  • Handle: RePEc:eee:ecanpo:v:87:y:2025:i:c:p:1361-1378
    DOI: 10.1016/j.eap.2025.07.024
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592625002991
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2025.07.024?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Tiwari, Aviral Kumar & Boachie, Micheal Kofi & Suleman, Muhammed Tahir & Gupta, Rangan, 2021. "Structure dependence between oil and agricultural commodities returns: The role of geopolitical risks," Energy, Elsevier, vol. 219(C).
    2. Yoon, Seong-Min, 2022. "On the interdependence between biofuel, fossil fuel and agricultural food prices: Evidence from quantile tests," Renewable Energy, Elsevier, vol. 199(C), pages 536-545.
    3. Kumar, Pawan & Singh, Vipul Kumar & Rao, Sandeep, 2023. "Does the substitution effect lead to feedback effect linkage between ethanol, crude oil, and soft agricultural commodities?," Energy Economics, Elsevier, vol. 119(C).
    4. Yadav, Miklesh Prasad & Sharif, Taimur & Ashok, Shruti & Dhingra, Deepika & Abedin, Mohammad Zoynul, 2023. "Investigating volatility spillover of energy commodities in the context of the Chinese and European stock markets," Research in International Business and Finance, Elsevier, vol. 65(C).
    5. Stewart, Shamar L. & Massa, Olga Isengildina & Hassman, Colburn & Leon, Maximo de, 2023. "ETP tracking of U.S. agricultural and energy markets," Journal of Commodity Markets, Elsevier, vol. 31(C).
    6. Hau, Liya & Zhu, Huiming & Huang, Rui & Ma, Xiang, 2020. "Heterogeneous dependence between crude oil price volatility and China’s agriculture commodity futures: Evidence from quantile-on-quantile regression," Energy, Elsevier, vol. 213(C).
    7. Abbas, Syed Kanwar & Lan, Hao, 2020. "Commodity price pass-through and inflation regimes," Energy Economics, Elsevier, vol. 92(C).
    8. Escalante, Luis & Mamboundou, Pierre, 2024. "Adapting fiscal strategies to energy and food price shocks in Portugal," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 651-665.
    9. Wang, Kai-Hua & Kan, Jia-Min & Qiu, Lianhong & Xu, Shulin, 2023. "Climate policy uncertainty, oil price and agricultural commodity: From quantile and time perspective," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 256-272.
    10. Palazzi, Rafael Baptista & Meira, Erick & Klotzle, Marcelo Cabus, 2022. "The sugar-ethanol-oil nexus in Brazil: Exploring the pass-through of international commodity prices to national fuel prices," Journal of Commodity Markets, Elsevier, vol. 28(C).
    11. Dervis Kirikkaleli & Hasan Güngör, 2021. "Co-movement of commodity price indexes and energy price index: a wavelet coherence approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-18, December.
    12. Zhang, Dongna & Dai, Xingyu & Xue, Jianhao, 2024. "Incorporating weather information into commodity portfolio optimization," Finance Research Letters, Elsevier, vol. 66(C).
    13. Zaghum Umar & Adam Zaremba & Dennis Olson, 2022. "Seven centuries of commodity co-movement: a wavelet analysis approach," Applied Economics Letters, Taylor & Francis Journals, vol. 29(4), pages 355-359, February.
    14. Borg, Elin & Kits, Ilya & Junttila, Juha & Uddin, Gazi Salah, 2022. "Dependence between renewable energy related critical metal futures and producer equity markets across varying market conditions," Renewable Energy, Elsevier, vol. 190(C), pages 879-892.
    15. Wei, Yanfeng & Qiu, Feng & An, Henry & Zhang, Xindon & Li, Changhong & Guo, Xiaoying, 2024. "Exogenous oil supply shocks and global agricultural commodity prices: The role of biofuels," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 394-414.
    16. Tongshuai Qiao & Liyan Han, 2023. "COVID‐19 and tail risk contagion across commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(2), pages 242-272, February.
    17. Farid, Saqib & Naeem, Muhammad Abubakr & Paltrinieri, Andrea & Nepal, Rabindra, 2022. "Impact of COVID-19 on the quantile connectedness between energy, metals and agriculture commodities," Energy Economics, Elsevier, vol. 109(C).
    18. Nam, Kyungsik, 2021. "Investigating the effect of climate uncertainty on global commodity markets," Energy Economics, Elsevier, vol. 96(C).
    19. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Adewuyi, Adeolu O. & Lee, Chien-Chiang, 2022. "Quantile risk spillovers between energy and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak," Energy Economics, Elsevier, vol. 113(C).
    20. Zimmer, Yelto & Marques, Giulio V., 2021. "Energy cost to produce and transport crops – The driver for crop prices? Case study for Mato Grosso, Brazil," Energy, Elsevier, vol. 225(C).
    21. Wu, You & Ren, Wenting & Wan, Jieru & Liu, Xiaoxue, 2023. "Time-frequency volatility connectedness between fossil energy and agricultural commodities: Comparing the COVID-19 pandemic with the Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 55(PA).
    22. Hong, Hui & Jiang, Lijun & Zhang, Cheng & Yue, Zhonggang, 2024. "Do conventional and new energy stock markets herd differently? Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    23. Khalfaoui, Rabeh & Shahzad, Umer & Ghaemi Asl, Mahdi & Ben Jabeur, Sami, 2023. "Investigating the spillovers between energy, food, and agricultural commodity markets: New insights from the quantile coherency approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 63-80.
    24. Morelli, Giacomo, 2023. "Stochastic ordering of systemic risk in commodity markets," Energy Economics, Elsevier, vol. 117(C).
    25. Naeem, Muhammad Abubakr & Karim, Sitara & Hasan, Mudassar & Lucey, Brian M. & Kang, Sang Hoon, 2022. "Nexus between oil shocks and agriculture commodities: Evidence from time and frequency domain," Energy Economics, Elsevier, vol. 112(C).
    26. Bossman, Ahmed & Gubareva, Mariya & Teplova, Tamara, 2023. "Asymmetric effects of market uncertainties on agricultural commodities," Energy Economics, Elsevier, vol. 127(PB).
    27. Guo, Jin & Tanaka, Tetsuji, 2022. "Do biofuel production and financial speculation in agricultural commodities influence African food prices? New evidence from a TVP-VAR extended joint connectedness approach," Energy Economics, Elsevier, vol. 116(C).
    28. Chowdhury, Mohammad Ashraful Ferdous & Meo, Muhammad Saeed & Uddin, Ajim & Haque, Md. Mahmudul, 2021. "Asymmetric effect of energy price on commodity price: New evidence from NARDL and time frequency wavelet approaches," Energy, Elsevier, vol. 231(C).
    29. Geert Dhaene & Piet Sercu & Jianbin Wu, 2022. "Volatility spillovers: A sparse multivariate GARCH approach with an application to commodity markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(5), pages 868-887, May.
    30. Zhu, Bo & Lin, Renda & Deng, Yuanyue & Chen, Pingshe & Chevallier, Julien, 2021. "Intersectoral systemic risk spillovers between energy and agriculture under the financial and COVID-19 crises," Economic Modelling, Elsevier, vol. 105(C).
    31. Atik, Zehra & Guloglu, Bulent & Ulussever, Talat, 2024. "Nonlinear tail dependence between energy and agricultural commodities," Energy Economics, Elsevier, vol. 139(C).
    32. Anthony N. Rezitis & Panagiotis Andrikopoulos & Theodoros Daglis, 2024. "Assessing the asymmetric volatility linkages of energy and agricultural commodity futures during low and high volatility regimes," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(3), pages 451-483, March.
    33. Nguyen, Duong Binh & Nong, Duy & Simshauser, Paul & Pham, Hien, 2024. "Economic and supply chain impacts from energy price shocks in Southeast Asia," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 929-940.
    34. Barbaglia, Luca & Croux, Christophe & Wilms, Ines, 2020. "Volatility spillovers in commodity markets: A large t-vector autoregressive approach," Energy Economics, Elsevier, vol. 85(C).
    35. Gao, Yang & Zhou, Yueyi & Zhao, Longfeng, 2024. "Quantile interdependence and network connectedness between China's green financial and energy markets," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1148-1177.
    36. Mensi, Walid & Vo, Xuan Vinh & Ko, Hee-Un & Kang, Sang Hoon, 2023. "Frequency spillovers between green bonds, global factors and stock market before and during COVID-19 crisis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 558-580.
    37. Rabeh Khalfaoui & Umer Shahzad & Mahdi Ghaemi Asl & Sami Ben Jabeur, 2023. "Investigating the spillovers between energy, food, and agricultural commodity markets: New insights from the quantile coherency approach," Post-Print hal-03998215, HAL.
    38. Mahdi Asgari & Sayed H. Saghaian & Michael R. Reed, 2020. "The Impact of Energy Sector on Overshooting of Agricultural Prices," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 589-606, March.
    39. Hardik A. Marfatia & Qiang Ji & Jiawen Luo, 2022. "Forecasting the volatility of agricultural commodity futures: The role of co‐volatility and oil volatility," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(2), pages 383-404, March.
    40. Hanif, Waqas & Areola Hernandez, Jose & Shahzad, Syed Jawad Hussain & Yoon, Seong-Min, 2021. "Tail dependence risk and spillovers between oil and food prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 195-209.
    41. Ahmadian-Yazdi, Farzaneh & Roudari, Soheil & Omidi, Vahid & Mensi, Walid & Al-Yahyaee, Khamis Hamed, 2024. "Contagion effect between fuel fossil energies and agricultural commodity markets and portfolio management implications," International Review of Economics & Finance, Elsevier, vol. 95(C).
    42. Bo Zhu & Renda Lin & Yuanyue Deng & Pingshe Chen & Julien Chevallier, 2021. "Intersectoral systemic risk spillovers between energy and agriculture under the financial and COVID-19 crises," Post-Print halshs-04250285, HAL.
    43. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    44. Gong, Xu & Xu, Jun, 2022. "Geopolitical risk and dynamic connectedness between commodity markets," Energy Economics, Elsevier, vol. 110(C).
    45. Tang, Chun & Yang, Guangyi & Liu, Xiaoxing, 2024. "Risk spillover within the carbon-energy system – New evidence considering China's national carbon market," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1227-1240.
    46. Wei, Yu & Wang, Yizhi & Vigne, Samuel A. & Ma, Zhenyu, 2023. "Alarming contagion effects: The dangerous ripple effect of extreme price spillovers across crude oil, carbon emission allowance, and agriculture futures markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    47. Cheng, Natalie Fang Ling & Hasanov, Akram Shavkatovich & Poon, Wai Ching & Bouri, Elie, 2023. "The US-China trade war and the volatility linkages between energy and agricultural commodities," Energy Economics, Elsevier, vol. 120(C).
    48. Debdatta Pal & Subrata Kumar Mitra, 2020. "Time-frequency dynamics of return spillover from crude oil to agricultural commodities," Applied Economics, Taylor & Francis Journals, vol. 52(49), pages 5426-5445, October.
    49. Lin, Boqiang & Liu, Zhiwei, 2024. "Optimal coal power phase-out pathway considering high renewable energy proportion: A provincial example," Energy Policy, Elsevier, vol. 188(C).
    50. Potrykus, Marcin, 2023. "Price bubbles in commodity market – A single time series and panel data analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 110-117.
    51. Zaremba, Adam & Bianchi, Robert J. & Mikutowski, Mateusz, 2021. "Long-run reversal in commodity returns: Insights from seven centuries of evidence," Journal of Banking & Finance, Elsevier, vol. 133(C).
    52. Alola, Andrew Adewale, 2022. "The nexus of renewable energy equity and agricultural commodities in the United States: Evidence of regime-switching and price bubbles," Energy, Elsevier, vol. 239(PD).
    53. Dai, Zhifeng & Zhu, Junxin & Zhang, Xinhua, 2022. "Time-frequency connectedness and cross-quantile dependence between crude oil, Chinese commodity market, stock market and investor sentiment," Energy Economics, Elsevier, vol. 114(C).
    54. Awaworyi-Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2022. "Breaks, trends and correlations in commodity prices in the very long-run," Energy Economics, Elsevier, vol. 108(C).
    55. Su, Xianfang & Zhao, Yachao, 2023. "What has the strongest connectedness with clean energy? Technology, substitutes, or raw materials," Energy Economics, Elsevier, vol. 128(C).
    56. Antonakakis, Nikolaos & Cunado, Juncal & Filis, George & Gabauer, David & de Gracia, Fernando Perez, 2023. "Dynamic connectedness among the implied volatilities of oil prices and financial assets: New evidence of the COVID-19 pandemic," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 114-123.
    57. Clark Lundberg & Tristan Skolrud & Bahram Adrangi & Arjun Chatrath, 2021. "Oil Price Pass through to Agricultural Commodities†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 721-742, March.
    58. Puneet Vatsa & Dragan Miljkovic, 2022. "Energy and crop price cycles before and after the global financial crisis: A new approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 220-233, February.
    59. Dumortier, Jerome & Carriquiry, Miguel & Elobeid, Amani, 2021. "Where does all the biofuel go? Fuel efficiency gains and its effects on global agricultural production," Energy Policy, Elsevier, vol. 148(PA).
    60. Miljkovic, Dragan & Vatsa, Puneet, 2023. "On the linkages between energy and agricultural commodity prices: A dynamic time warping analysis," International Review of Financial Analysis, Elsevier, vol. 90(C).
    61. Korhan K. Gokmenoglu & Hasan Güngör & Festus Victor Bekun, 2021. "Revisiting the linkage between oil and agricultural commodity prices: Panel evidence from an Agrarian state," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5610-5620, October.
    62. de Paula Leite, Ana Catarina & Pimentel, Liliana Marques & de Almeida Monteiro, Leandro, 2024. "Impact of agricultural and energy prices on the biofuels market through a VAR-VEC model," Renewable Energy, Elsevier, vol. 232(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Karkowska, Renata & Urjasz, Szczepan, 2024. "Importance of geopolitical risk in volatility structure: New evidence from biofuels, crude oil, and grains commodity markets," Journal of Commodity Markets, Elsevier, vol. 36(C).
    2. Chen, Xiangyu & Tongurai, Jittima, 2024. "Price spillovers and interdependences in China's agricultural commodity futures market: Evidence from the US-China trade dispute," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    3. Zhuo Chen & Bo Yan & Hanwen Kang, 2022. "Dynamic correlation between crude oil and agricultural futures markets," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1798-1849, August.
    4. Zheng, Qingying & Wu, Jintao & Lin, Boqiang, 2025. "Performance of systemic stress in agricultural commodities and its implication for volatility prediction in SSA equities," Journal of Commodity Markets, Elsevier, vol. 39(C).
    5. Zhou, Xiaoran & Enilov, Martin & Parhi, Mamata, 2024. "Does oil spin the commodity wheel? Quantile connectedness with a common factor error structure across energy and agricultural markets," Energy Economics, Elsevier, vol. 132(C).
    6. Zhu, Yanli & Yang, Xian & Zhang, Chuanhai & Liu, Sihan & Li, Jiayi, 2024. "Asymmetric multi-scale systemic risk spillovers across international commodity futures markets: The role of infectious disease uncertainty," Journal of Commodity Markets, Elsevier, vol. 36(C).
    7. Atik, Zehra & Guloglu, Bulent & Ulussever, Talat, 2024. "Nonlinear tail dependence between energy and agricultural commodities," Energy Economics, Elsevier, vol. 139(C).
    8. Huang, Jionghao & Li, Hongqiao & Chen, Baifan & Liu, Mengai & An, Chaofan & Xia, Xiaohua, 2025. "Revisiting the currency-commodity nexus: New insights into the R2 decomposed connectedness and the role of global shocks," International Review of Economics & Finance, Elsevier, vol. 98(C).
    9. Liya Hau & Huiming Zhu & Muhammad Shahbaz & Ke Huang, 2023. "Quantile Dependence between Crude Oil and China’s Biofuel Feedstock Commodity Market," Sustainability, MDPI, vol. 15(11), pages 1-17, June.
    10. Declerck, Francis & Hikouatcha, Prince & Tchoffo, Guillaume & Tédongap, Roméo, 2023. "Biofuel policies and their ripple effects: An analysis of vegetable oil price dynamics and global consumer responses," Energy Economics, Elsevier, vol. 128(C).
    11. Ting Zhang & Hai-Chuan Xu & Wei-Xing Zhou, 2025. "The impact of external uncertainties on the extreme return connectedness between food, fossil energy, and clean energy markets," Papers 2503.06603, arXiv.org.
    12. Bossman, Ahmed & Gubareva, Mariya & Teplova, Tamara, 2023. "Asymmetric effects of market uncertainties on agricultural commodities," Energy Economics, Elsevier, vol. 127(PB).
    13. Wei, Yu & Wang, Yizhi & Vigne, Samuel A. & Ma, Zhenyu, 2023. "Alarming contagion effects: The dangerous ripple effect of extreme price spillovers across crude oil, carbon emission allowance, and agriculture futures markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    14. repec:ags:aaea22:343639 is not listed on IDEAS
    15. Zhang, Ting & Li, Peng-Fei & Zhou, Wei-Xing, 2025. "Spillover effects between climate policy uncertainty, energy markets, and food markets: A time–frequency analysis," Finance Research Letters, Elsevier, vol. 82(C).
    16. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Adewuyi, Adeolu O. & Lee, Chien-Chiang, 2022. "Quantile risk spillovers between energy and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak," Energy Economics, Elsevier, vol. 113(C).
    17. Frempong, Josephine Ama, 2026. "Mapping the transmission of global risk to African food markets," International Economics, Elsevier, vol. 185(C).
    18. Yan-Hong Yang & Ying-Hui Shao & Wei-Xing Zhou, 2024. "Russia-Ukraine conflict and the quantile return connectedness of grain futures in the BRICS and international markets," Papers 2409.19307, arXiv.org, revised Aug 2025.
    19. Li, Houjian & Li, Yanjiao & Guo, Lili, 2023. "Extreme risk spillover effect and dynamic linkages between uncertainty and commodity markets: A comparison between China and America," Resources Policy, Elsevier, vol. 85(PA).
    20. Wu, You & Ren, Wenting & Wan, Jieru & Liu, Xiaoxue, 2023. "Time-frequency volatility connectedness between fossil energy and agricultural commodities: Comparing the COVID-19 pandemic with the Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 55(PA).
    21. Noureddine Benlagha & Wafa Abdelmalek, 2024. "Dynamic connectedness between energy and agricultural commodities: insights from the COVID-19 pandemic and Russia–Ukraine conflict," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 781-825, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:87:y:2025:i:c:p:1361-1378. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.