IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v145y2025ics0140988325002646.html
   My bibliography  Save this article

Asymmetric dynamics between supply chain disruptions, oil price shocks, and U.S. investor sentiment

Author

Listed:
  • Li, Linyue

Abstract

The COVID-19 pandemic, ongoing Ukraine-Russian conflict, tensions in the Middle East, and US-China trade tensions have severely disrupted global supply chains and the oil market. Amid these distortions, the global supply chain pressures (GSCP) and oil price shocks (OPS) significantly influence investor sentiment. The global shocks are dynamic and asymmetric by nature. Therefore, this research explores the asymmetric impacts of GSCP and OPS on investor sentiment in the United States. We estimate both the short- and long-run associations with monthly data from 1998 to 2023 using a nonlinear autoregressive distributed lag model. After confirming the nonlinearity of the data and preliminary investigations, our long-run estimates reveal that positive GSCP shocks negatively impact investor sentiment, while negative GSCP shocks have insignificant effects. In contrast, positive and negative OPS shocks enhance investor sentiment. This study finds that negative shocks (GSCP-) have a more severe and prolonged impact on investor sentiment than positive shocks (GSCP+), highlighting the need for asymmetry in policy analysis. Similarly, OPS- exerts a stronger influence on investor sentiment than OPS+, with growing disparities over time, emphasizing the asymmetric nature of market reactions to shocks.The findings recommend that policymakers encourage supply chain resilience and diversification strategies to mitigate oil price uncertainty and supply chain disruptions.

Suggested Citation

  • Li, Linyue, 2025. "Asymmetric dynamics between supply chain disruptions, oil price shocks, and U.S. investor sentiment," Energy Economics, Elsevier, vol. 145(C).
  • Handle: RePEc:eee:eneeco:v:145:y:2025:i:c:s0140988325002646
    DOI: 10.1016/j.eneco.2025.108440
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325002646
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2025.108440?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. Zhifang He & Fangzhao Zhou, 2018. "Time-varying and asymmetric effects of the oil-specific demand shock on investor sentiment," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-18, August.
    2. Ding, Zhihua & Liu, Zhenhua & Zhang, Yuejun & Long, Ruyin, 2017. "The contagion effect of international crude oil price fluctuations on Chinese stock market investor sentiment," Applied Energy, Elsevier, vol. 187(C), pages 27-36.
    3. Baghersad, Milad & Zobel, Christopher W., 2021. "Assessing the extended impacts of supply chain disruptions on firms: An empirical study," International Journal of Production Economics, Elsevier, vol. 231(C).
    4. Qadan, Mahmoud & Nama, Hazar, 2018. "Investor sentiment and the price of oil," Energy Economics, Elsevier, vol. 69(C), pages 42-58.
    5. Peng Li & Yaofu Ouyang, 2022. "How oil price shocks affect investor sentiment: new evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 29(7), pages 584-592, April.
    6. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    7. Naeem, Muhammad Abubakr & Peng, Zhe & Suleman, Mouhammed Tahir & Nepal, Rabindra & Shahzad, Syed Jawad Hussain, 2020. "Time and frequency connectedness among oil shocks, electricity and clean energy markets," Energy Economics, Elsevier, vol. 91(C).
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Lu, Xunfa & He, Pengchao & Zhang, Zhengjun & Apergis, Nicholas & Roubaud, David, 2024. "Extreme co-movements between decomposed oil price shocks and sustainable investments," Energy Economics, Elsevier, vol. 134(C).
    10. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    11. Zhengke Ye, Chunyan Hu, Linjie He, Guangda Ouyang, and Fenghua Wen, 2020. "The Dynamic Time-frequency Relationship between International Oil Prices and Investor Sentiment in China: A Wavelet Coherence Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5), pages 251-270.
    12. Le, Thai Hong & Luong, Anh Tram, 2022. "Dynamic spillovers between oil price, stock market, and investor sentiment: Evidence from the United States and Vietnam," Resources Policy, Elsevier, vol. 78(C).
    13. Sephton, Peter S., 2022. "Revisiting the inflation-hedging properties of precious metals in Africa," Resources Policy, Elsevier, vol. 77(C).
    14. Peter Romilly & Haiyan Song & Xiaming Liu, 2001. "Car ownership and use in Britain: a comparison of the empirical results of alternative cointegration estimation methods and forecasts," Applied Economics, Taylor & Francis Journals, vol. 33(14), pages 1803-1818.
    15. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    16. Li, Aihong & Li, Shuyan & Chen, Shuai & Sun, Xiaoqin, 2024. "The role of Fintech, natural resources, and renewable energy consumption in Shaping environmental sustainability in China: A NARDL perspective," Resources Policy, Elsevier, vol. 88(C).
    17. Christiane Baumeister & James D. Hamilton, 2019. "Structural Interpretation of Vector Autoregressions with Incomplete Identification: Revisiting the Role of Oil Supply and Demand Shocks," American Economic Review, American Economic Association, vol. 109(5), pages 1873-1910, May.
    18. Salisu, Afees A. & Raheem, Ibrahim D. & Ndako, Umar B., 2019. "A sectoral analysis of asymmetric nexus between oil price and stock returns," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 241-259.
    19. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    20. Shapiro, Adam Hale & Sudhof, Moritz & Wilson, Daniel J., 2022. "Measuring news sentiment," Journal of Econometrics, Elsevier, vol. 228(2), pages 221-243.
    21. Gianluca Benigno & Julian di Giovanni & Jan J. J. Groen & Adam I. Noble, 2022. "The GSCPI: A New Barometer of Global Supply Chain Pressures," Staff Reports 1017, Federal Reserve Bank of New York.
    22. Cevik, Serhan & Gwon, Gyowon, 2024. "This is going to hurt: Weather anomalies, supply chain pressures and inflation," International Economics, Elsevier, vol. 180(C).
    23. Rubaszek, Michał & Szafranek, Karol & Uddin, Gazi Salah, 2021. "The dynamics and elasticities on the U.S. natural gas market. A Bayesian Structural VAR analysis," Energy Economics, Elsevier, vol. 103(C).
    24. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    25. Christoph Manuel Meyer, 2023. "The roles of supply chain visibility and project flexibility as success factors for supply chain management projects," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 16(3), pages 285-311.
    26. He, Zhifang, 2020. "Dynamic impacts of crude oil price on Chinese investor sentiment: Nonlinear causality and time-varying effect," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 131-153.
    27. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    28. Ren, Xiaohang & Fu, Chenjia & Jin, Chenglu & Li, Yuyi, 2024. "Dynamic causality between global supply chain pressures and China's resource industries: A time-varying Granger analysis," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    29. Di Bella, Gabriel & Flanagan, Mark & Foda, Karim & Maslova, Svitlana & Pienkowski, Alex & Stuermer, Martin & Toscani, Frederik, 2024. "Natural gas in Europe: The potential impact of disruptions to supply," Energy Economics, Elsevier, vol. 138(C).
    30. Rogmann, Jennifer & Beckmann, Joscha & Gaschler, Robert & Landmann, Helen, 2024. "Media sentiment emotions and consumer energy prices," Energy Economics, Elsevier, vol. 130(C).
    31. Hao Chen & Duncan O. Hongo & Max William Ssali & Maurice Simiyu Nyaranga & Consolata Wairimu Nderitu, 2020. "The Asymmetric Influence of Financial Development on Economic Growth in Kenya: Evidence From NARDL," SAGE Open, , vol. 10(1), pages 21582440198, February.
    32. Zhengke Ye & Chunyan Hu & Linjie He & Guangda Ouyang & Fenghua Wen, 2020. "The Dynamic Time-frequency Relationship between International Oil Prices and Investor Sentiment in China: A Wavelet Coherence Analysis," The Energy Journal, , vol. 41(5), pages 251-270, September.
    33. Selçuk Akçay, 2022. "Investor Sentiment and Oil Prices in the United States - Evidence From a Time-Varying Causality Test," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 3(2), pages 1-7.
    34. Zhang, Yaxin & Shan, Yuli & Zheng, Xinzhu & Wang, Can & Guan, Yuru & Yan, Jin & Ruzzenenti, Franco & Hubacek, Klaus, 2023. "Energy price shocks induced by the Russia-Ukraine conflict jeopardize wellbeing," Energy Policy, Elsevier, vol. 182(C).
    35. Jesse LaBelle & Ana Maria Santacreu, 2022. "Global Supply Chain Disruptions and Inflation During the COVID-19 Pandemic," Review, Federal Reserve Bank of St. Louis, vol. 104(2), pages 78-91.
    36. Alexeev, Michael & Chih, Yao-Yu, 2021. "Energy price shocks and economic growth in the US: A state-level analysis," Energy Economics, Elsevier, vol. 98(C).
    37. Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
    38. Balcilar, Mehmet & Demirer, Rıza & Hammoudeh, Shawkat, 2019. "Quantile relationship between oil and stock returns: Evidence from emerging and frontier stock markets," Energy Policy, Elsevier, vol. 134(C).
    39. Hanif, Waqas & Hadhri, Sinda & El Khoury, Rim, 2024. "Quantile spillovers and connectedness between oil shocks and stock markets of the largest oil producers and consumers," Journal of Commodity Markets, Elsevier, vol. 34(C).
    40. Omid Asadollah & Linda Schwartz Carmy & Md. Rezwanul Hoque & Hakan Yilmazkuday, 2024. "Geopolitical risk, supply chains, and global inflation," The World Economy, Wiley Blackwell, vol. 47(8), pages 3450-3486, August.
    41. Jawadi, Fredj & Bourghelle, David & Rozin, Philippe & Cheffou, Abdoulkarim Idi & Uddin, Gazi Salah, 2024. "Sentiment and energy price volatility: A nonlinear high frequency analysis," Energy Economics, Elsevier, vol. 133(C).
    42. Naeem, Muhammad Abubakr & Karim, Sitara & Yarovaya, Larisa & Lucey, Brian M., 2023. "COVID-induced sentiment and the intraday volatility spillovers between energy and other ETFs," Energy Economics, Elsevier, vol. 122(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. Yang, Shaopeng & Fu, Yuxi, 2025. "Interconnectedness among supply chain disruptions, energy crisis, and oil market volatility on economic resilience," Energy Economics, Elsevier, vol. 143(C).
    2. Zheng, Yan & Zhou, Min & Wen, Fenghua, 2021. "Asymmetric effects of oil shocks on carbon allowance price: Evidence from China," Energy Economics, Elsevier, vol. 97(C).
    3. Szafranek, Karol & Szafrański, Grzegorz & Leszczyńska-Paczesna, Agnieszka, 2024. "Inflation returns. Revisiting the role of external and domestic shocks with Bayesian structural VAR," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 789-810.
    4. Wang, Minglu & Ouyang, Kexin & Jing, Peng, 2025. "Dynamic interplay of energy uncertainty, supply chain disruption, and digital transformation on China's renewable energy stocks," Energy Economics, Elsevier, vol. 141(C).
    5. Anastasiou, Dimitris & Ftiti, Zied & Louhichi, Waël & Rizos, Anastasios & Stratopoulou, Artemis, 2025. "The influence of oil investors' sentiment on inflation dynamics and uncertainty," Energy Economics, Elsevier, vol. 142(C).
    6. Khanday, Ishfaq Nazir & Tarique, Md., 2023. "Does income inequality respond asymmetrically to financial development? Evidence from India using asymmetric cointegration and causality tests," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    7. Wang, Lu & Ma, Feng & Niu, Tianjiao & Liang, Chao, 2021. "The importance of extreme shock: Examining the effect of investor sentiment on the crude oil futures market," Energy Economics, Elsevier, vol. 99(C).
    8. Yan, Wan-Lin & Cheung, Adrian (Wai Kong), 2025. "Quantile connectedness among climate policy uncertainty, news sentiment, oil and renewables in China," Research in International Business and Finance, Elsevier, vol. 76(C).
    9. Assad Ullah & Xinshun Zhao & Chenghui Ye & Muhammad Abdul Kamal, 2024. "Impact of Economic Policy Uncertainty Shocks on China’s Stock Market Development: Evidence from Nonlinear Autoregressive Distributed Lag and Spectral Causality Approaches," SAGE Open, , vol. 14(3), pages 21582440241, September.
    10. He, Zhifang, 2020. "Dynamic impacts of crude oil price on Chinese investor sentiment: Nonlinear causality and time-varying effect," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 131-153.
    11. Alessandri, Piergiorgio & Gazzani, Andrea, 2025. "Natural gas and the macroeconomy: Not all energy shocks are alike," Journal of Monetary Economics, Elsevier, vol. 151(C).
    12. Jamel Boukhatem & Ali M. Alhazmi, 2024. "COVID-19 pandemic, oil prices and Saudi stock market: empirical evidence from ARDL modeling and Bayer–Hanck cointegration approach," Future Business Journal, Springer, vol. 10(1), pages 1-14, December.
    13. Daniele Colombo & Francesco Toni, 2025. "Understanding Gas Price Shocks: Elasticities, Volatility and Macroeconomic Transmission," GREDEG Working Papers 2025-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    14. Wang, Ningli & You, Wanhai, 2023. "New insights into the role of global factors in BRICS stock markets: A quantile cointegration approach," Economic Systems, Elsevier, vol. 47(2).
    15. Rasool Dehghanzadeh Shahabad & Mehmet Balcilar, 2022. "Modelling the Dynamic Interaction between Economic Policy Uncertainty and Commodity Prices in India: The Dynamic Autoregressive Distributed Lag Approach," Mathematics, MDPI, vol. 10(10), pages 1-21, May.
    16. Grzegorz Zimon & Dulal Chandra Pattak & Liton Chandra Voumik & Salma Akter & Funda Kaya & Robert Walasek & Konrad Kochański, 2023. "The Impact of Fossil Fuels, Renewable Energy, and Nuclear Energy on South Korea’s Environment Based on the STIRPAT Model: ARDL, FMOLS, and CCR Approaches," Energies, MDPI, vol. 16(17), pages 1-21, August.
    17. Yousaf, Imran & Bejaoui, Azza & Ali, Shoaib & Li, Yanshuang, 2024. "Demystifying the dynamic relationship between news sentiment index and ESG stocks: Evidence from time-frequency wavelet analysis," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    18. Syed Jawad Hussain Shahzad & Elie Bouri & Naveed Raza & David Roubaud, 2019. "Asymmetric impacts of disaggregated oil price shocks on uncertainties and investor sentiment," Review of Quantitative Finance and Accounting, Springer, vol. 52(3), pages 901-921, April.
    19. Zhao-Yong Sun & Wei-Chiao Huang, 2023. "The effects of unexpected crude oil price shocks on Chinese stock markets," Economic Change and Restructuring, Springer, vol. 56(3), pages 1683-1697, June.
    20. Charfeddine, Lanouar & Barkat, Karim, 2020. "Short- and long-run asymmetric effect of oil prices and oil and gas revenues on the real GDP and economic diversification in oil-dependent economy," Energy Economics, Elsevier, vol. 86(C).

    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:eneeco:v:145:y:2025:i:c:s0140988325002646. 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.elsevier.com/locate/eneco .

    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.