IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v16y2025i1d10.1007_s13132-024-01917-w.html
   My bibliography  Save this article

US Trade Policy Uncertainty and Nigeria’s Participation in Global Value Chains: Evidence from Frequency Domain Causality, Wavelet Coherence Analysis, and Time-Varying Causality

Author

Listed:
  • Ayodele Folorunso Oshodi

    (University of Ilorin)

  • Godwin Olasehinde-Williams

    (Istanbul Ticaret University
    Azerbaijan State University of Economics)

Abstract

This study examines for the first time whether trade policy uncertainty emanating from the United States significantly predicts Nigeria’s participation in global value chains. It further examines the kind of global value chain participation in Nigeria (forward or backward linkages) that is most predictable by the United States trade policy uncertainty. To achieve the study objective, frequency domain causality, wavelet coherence analysis, and time-varying causality are employed in analyzing annual data sets over the period 1990–2019. The summary of the study findings is as follows; first, trade policy uncertainty emanating from the United States significantly predicts Nigeria’s overall integration into global value chains. Second, there is a positive association between Nigeria’s integration into global value chains and the United States trade policy uncertainty. Third, Nigeria’s overall integration into global value chains is highly correlated with the United States trade policy uncertainty in periods around the global economic crisis of 2007/08 and Nigeria’s recession of the late 2010s. Fourth, most of the predictability noticed in the relations between trade policy uncertainty generated by the United States and the overall global value chain participation is caused by the relations between the United States trade policy uncertainty and Nigeria’s forward linkage into global value chain participation.

Suggested Citation

  • Ayodele Folorunso Oshodi & Godwin Olasehinde-Williams, 2025. "US Trade Policy Uncertainty and Nigeria’s Participation in Global Value Chains: Evidence from Frequency Domain Causality, Wavelet Coherence Analysis, and Time-Varying Causality," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 189-214, March.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-01917-w
    DOI: 10.1007/s13132-024-01917-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-024-01917-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-024-01917-w?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. Gupta, Rangan & Ma, Jun & Risse, Marian & Wohar, Mark E., 2018. "Common business cycles and volatilities in US states and MSAs: The role of economic uncertainty," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 317-337.
    2. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2014. "Specification Sensitivity in Right-Tailed Unit Root Testing for Explosive Behaviour," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 315-333, June.
    3. Swanson, Norman R., 1998. "Money and output viewed through a rolling window," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 455-474, May.
    4. Christopher F Baum & Stan Hurn & Kenneth Lindsay & Jesús Otero, 2022. "Testing for time-varying Granger causality," Stata Journal, StataCorp LLC, vol. 22(2), pages 355-378, June.
    5. Rangan Gupta & Chi Keung Marco Lau & Mark E. Wohar, 2019. "The impact of US uncertainty on the Euro area in good and bad times: evidence from a quantile structural vector autoregressive model," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(2), pages 353-368, May.
    6. Lennart Ante & Aman Saggu, 2024. "Time-Varying Bidirectional Causal Relationships between Transaction Fees and Economic Activity of Subsystems Utilizing the Ethereum Blockchain Network," JRFM, MDPI, vol. 17(1), pages 1-28, January.
    7. Chien‐Chiang Lee & Godwin Olasehinde‐Williams, 2024. "Does economic complexity influence environmental performance? Empirical evidence from OECD countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 356-382, January.
    8. Handley, Kyle, 2014. "Exporting under trade policy uncertainty: Theory and evidence," Journal of International Economics, Elsevier, vol. 94(1), pages 50-66.
    9. Peter C. B. Phillips & Yangru Wu & Jun Yu, 2011. "EXPLOSIVE BEHAVIOR IN THE 1990s NASDAQ: WHEN DID EXUBERANCE ESCALATE ASSET VALUES?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 201-226, February.
    10. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    12. Kyle Handley & Nuno Limão, 2018. "Policy Uncertainty, Trade, and Welfare: Theory and Evidence for China and the United States," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 5, pages 123-175, World Scientific Publishing Co. Pte. Ltd..
    13. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    14. Steinberg, Joseph B., 2019. "Brexit and the macroeconomic impact of trade policy uncertainty," Journal of International Economics, Elsevier, vol. 117(C), pages 175-195.
    15. Colombo, Valentina, 2013. "Economic policy uncertainty in the US: Does it matter for the Euro area?," Economics Letters, Elsevier, vol. 121(1), pages 39-42.
    16. Crowley, Meredith & Meng, Ning & Song, Huasheng, 2018. "Tariff scares: Trade policy uncertainty and foreign market entry by Chinese firms," Journal of International Economics, Elsevier, vol. 114(C), pages 96-115.
    17. Bruno Casella & Richard Bolwijn & Daniel Moran & Keiichiro Kanemoto, . "Improving the analysis of global value chains: the UNCTAD-Eora Database," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    18. Shuping Shi & Peter C. B. Phillips & Stan Hurn, 2018. "Change Detection and the Causal Impact of the Yield Curve," Journal of Time Series Analysis, Wiley Blackwell, vol. 39(6), pages 966-987, November.
    19. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015. "Testing For Multiple Bubbles: Limit Theory Of Real‐Time Detectors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1079-1134, November.
    20. Rangan Gupta & Godwin Olasehinde-Williams & Mark E. Wohar, 2020. "The impact of US uncertainty shocks on a panel of advanced and emerging market economies," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(6), pages 711-721, August.
    21. 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.
    22. Efrem Castelnuovo & Guay Lim & Giovanni Pellegrino, 2017. "A Short Review of the Recent Literature on Uncertainty," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 50(1), pages 68-78, March.
    23. Shuping Shi & Stan Hurn & Peter C B Phillips, 2020. "Causal Change Detection in Possibly Integrated Systems: Revisiting the Money–Income Relationship [Energy Consumption and Economic Growth in the United States]," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 18(1), pages 158-180.
    24. Sangyup Choi, 2018. "The Impact of US Financial Uncertainty Shocks on Emerging Market Economies: An International Credit Channel," Open Economies Review, Springer, vol. 29(1), pages 89-118, February.
    25. Pär Stockhammar & Pär Österholm, 2016. "Effects of US policy uncertainty on Swedish GDP growth," Empirical Economics, Springer, vol. 50(2), pages 443-462, March.
    26. Dervis Kirikkaleli, 2021. "Analyses of wavelet coherence: financial risk and economic risk in China," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 13(5), pages 587-599, February.
    27. Godwin Olasehinde-Williams, 2021. "Is US trade policy uncertainty powerful enough to predict global output volatility?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(1), pages 138-154, January.
    28. Paul M. Jones & Eric Olson, 2015. "The International Effects of US Uncertainty," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 242-252, July.
    29. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    30. He, Feng & Lucey, Brian & Wang, Ziwei, 2021. "Trade policy uncertainty and its impact on the stock market -evidence from China-US trade conflict," Finance Research Letters, Elsevier, vol. 40(C).
    31. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015. "Testing For Multiple Bubbles: Limit Theory Of Real‐Time Detectors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 1079-1134, November.
    32. R. Kaplinsky, 2000. "Globalisation and Unequalisation: What Can Be Learned from Value Chain Analysis?," Journal of Development Studies, Taylor & Francis Journals, vol. 37(2), pages 117-146.
    33. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    34. Huan Yan & Weiguo Xiao & Qi Deng & Sisi Xiong & Miaochao Chen, 2022. "Analysis of the Impact of U.S. Trade Policy Uncertainty on China Based on Bayesian VAR Model," Journal of Mathematics, Hindawi, vol. 2022, pages 1-8, March.
    35. Cristina Constantinescu & Aaditya Mattoo & Michele Ruta, 2020. "Policy Uncertainty, Trade and Global Value Chains: Some Facts, Many Questions," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 285-308, September.
    36. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    37. Kirikkaleli, Dervis & Athari, Seyed Alireza, 2020. "Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter?," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    38. Ramsey James B., 2002. "Wavelets in Economics and Finance: Past and Future," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 6(3), pages 1-29, November.
    39. Tomiwa Sunday Adebayo & Seyi Saint Akadiri & Joshua Sunday Riti & Ada Tony Odu, 2023. "Interaction among geopolitical risk, trade openness, economic growth, carbon emissions and Its implication on climate change in india," Energy & Environment, , vol. 34(5), pages 1305-1326, August.
    40. Vipin Arora & Shuping Shi, 2016. "Energy consumption and economic growth in the United States," Applied Economics, Taylor & Francis Journals, vol. 48(39), pages 3763-3773, August.
    41. Thoma, Mark A., 1994. "Subsample instability and asymmetries in money-income causality," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 279-306.
    42. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    43. Nikolaos A. Kyriazis, 2021. "Trade Policy Uncertainty Effects on Macro Economy and Financial Markets: An Integrated Survey and Empirical Investigation," JRFM, MDPI, vol. 14(1), pages 1-20, January.
    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. Emna Trabelsi, 2025. "Monetary Policy Transmission Under Global Versus Local Geopolitical Risk: Exploring Time-Varying Granger Causality, Frequency Domain, and Nonlinear Territory in Tunisia," Economies, MDPI, vol. 13(7), pages 1-68, June.
    2. Baum, Christopher F. & Hurn, Stan & Otero, Jesús, 2025. "The dynamics of U.S. industrial production: A time-varying Granger causality perspective," Econometrics and Statistics, Elsevier, vol. 33(C), pages 13-22.
    3. Lennart Ante & Aman Saggu, 2024. "Time-Varying Bidirectional Causal Relationships between Transaction Fees and Economic Activity of Subsystems Utilizing the Ethereum Blockchain Network," JRFM, MDPI, vol. 17(1), pages 1-28, January.
    4. Hicham Ayad & Ousama Ben-Salha & Miloud Ouafi, 2023. "Do oil prices predict the exchange rate in Algeria? Time, frequency, and time‐varying Granger causality analysis," Economic Change and Restructuring, Springer, vol. 56(5), pages 3545-3566, October.
    5. Hong, Yun & Zhang, Rushan & Zhang, Feipeng, 2024. "Time-varying causality impact of economic policy uncertainty on stock market returns: Global evidence from developed and emerging countries," International Review of Financial Analysis, Elsevier, vol. 91(C).
    6. Madaleno, Mara & Dogan, Eyup & Taskin, Dilvin, 2022. "A step forward on sustainability: The nexus of environmental responsibility, green technology, clean energy and green finance," Energy Economics, Elsevier, vol. 109(C).
    7. Afees A. Salisu & Rangan Gupta & Riza Demirer, 2022. "The financial US uncertainty spillover multiplier: Evidence from a GVAR model," International Finance, Wiley Blackwell, vol. 25(3), pages 313-340, December.
    8. Li, Houjian & Luo, Fangyuan & Guo, Lili, 2024. "Harbor in the storm: How Bitcoin navigates challenges of climate change and global uncertainties," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    9. Festus Victor Bekun & Abdulkareem Alhassan & Ilhan Ozturk & Obadiah Jonathan Gimba, 2022. "Explosivity and Time-Varying Granger Causality: Evidence from the Bubble Contagion Effect of COVID-19-Induced Uncertainty on Manufacturing Job Postings in the United States," Mathematics, MDPI, vol. 10(24), pages 1-17, December.
    10. Helmi, Mohamad Husam & Cui, Jinxin & Elsayed, Ahmed H. & Hoque, Mohammad Enamul, 2025. "Higher-order moment and cross-moment spillovers among MENA stock markets: Insights from geopolitical risks and global fear," Research in International Business and Finance, Elsevier, vol. 77(PA).
    11. Gabauer, David & Gupta, Rangan, 2020. "Spillovers across macroeconomic, financial and real estate uncertainties: A time-varying approach," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 167-173.
    12. Fromentin, Vincent, 2022. "Time-varying causality between stock prices and macroeconomic fundamentals: Connection or disconnection?," Finance Research Letters, Elsevier, vol. 49(C).
    13. Mohamad, Azhar & Fromentin, Vincent, 2023. "Herd and causality dynamics between energy commodities and ethical investment: Evidence from the different phases of the COVID-19 pandemic," Energy Economics, Elsevier, vol. 126(C).
    14. Fromentin, Vincent & Pecchioli, Bruno & Moroz, David, 2024. "Time-varying causality among whisky, wine, and equity markets," Finance Research Letters, Elsevier, vol. 63(C).
    15. Demir, İdris & Aydın, Halil İbrahim & Erkal, Gökhan & Yalçınkaya, Ömer, 2025. "The effects of global uncertainty and risks on metal prices: Evidence from frequency and time domain causality tests," Resources Policy, Elsevier, vol. 103(C).
    16. Xunfa Lu & Zhitao Ye & Kin Keung Lai & Hairong Cui & Xiao Lin, 2022. "Time-Varying Causalities in Prices and Volatilities between the Cross-Listed Stocks in Chinese Mainland and Hong Kong Stock Markets," Mathematics, MDPI, vol. 10(4), pages 1-19, February.
    17. Ren, Xiaohang & Li, Jingyao & He, Feng & Lucey, Brian, 2023. "Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    18. Chao Liang & Yanran Hong & Luu Duc Toan Huynh & Feng Ma, 2023. "Asymmetric dynamic risk transmission between financial stress and monetary policy uncertainty: thinking in the post-covid-19 world," Review of Quantitative Finance and Accounting, Springer, vol. 60(4), pages 1543-1567, May.
    19. Akçay Selçuk, 2025. "Time-Varying Causality Impact of Global Economic Conditions Index on Remittances in Lebanon," Review of Middle East Economics and Finance, De Gruyter, vol. 21(1), pages 73-90.
    20. Hong, Yanran & Wang, Lu & Ye, Xiaoqing & Zhang, Yaojie, 2022. "Dynamic asymmetric impact of equity market uncertainty on energy markets: A time-varying causality analysis," Renewable Energy, Elsevier, vol. 196(C), pages 535-546.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

    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:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-01917-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.