IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v82y2019icp332-344.html
   My bibliography  Save this article

Analyzing exchange rate uncertainty and bilateral export growth in China: A multivariate GARCH-based approach

Author

Listed:
  • Smallwood, Aaron D.

Abstract

Dramatic changes to exchange rate policy for the world's largest exporter have arguably ushered in the optimal environment for studying the effects of exchange rate uncertainty on trade. This study builds on the recent literature by using an extremely general model that measures volatility using the flexible multivariate DCC-GARCH model to analyze the impact exchange rate uncertainty has on bilateral export growth for China's ten largest export markets. All model parameters are estimated simultaneously and lagged values of uncertainty are included for a full year, where significant effects are found. The more general methods potentially overcome issues associated with inefficient two-step methods and the assumption that volatility impacts are close to instantaneous. Using a comprehensive sample that spans 1994–2017, the paper presents evidence that exchange rate uncertainty has no impact on trade with the United States, which strongly contrasts a robust finding of trade deterring impacts for almost all remaining countries. The unifying methodology is also used to analyze nominal uncertainty itself. Here, it is found that Chinese inflation may be a positive contributor to risk in an environment where many exogenous events, such as the Asian currency crisis, are associated with periods of heightened yuan uncertainty.

Suggested Citation

  • Smallwood, Aaron D., 2019. "Analyzing exchange rate uncertainty and bilateral export growth in China: A multivariate GARCH-based approach," Economic Modelling, Elsevier, vol. 82(C), pages 332-344.
  • Handle: RePEc:eee:ecmode:v:82:y:2019:i:c:p:332-344
    DOI: 10.1016/j.econmod.2019.01.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999318315360
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2019.01.014?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Ethier, Wilfred, 1973. "International Trade and the Forward Exchange Market," American Economic Review, American Economic Association, vol. 63(3), pages 494-503, June.
    2. Fang, WenShwo & Lai, YiHao & Miller, Stephen M., 2009. "Does exchange rate risk affect exports asymmetrically? Asian evidence," Journal of International Money and Finance, Elsevier, vol. 28(2), pages 215-239, March.
    3. Jérôme Héricourt & Sandra Poncet, 2015. "Exchange Rate Volatility, Financial Constraints, and Trade: Empirical Evidence from Chinese Firms," The World Bank Economic Review, World Bank, vol. 29(3), pages 550-578.
    4. Grossmann, Axel & Love, Inessa & Orlov, Alexei G., 2014. "The dynamics of exchange rate volatility: A panel VAR approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 1-27.
    5. John Clark, 2017. "China’s evolving managed float: an exploration of the roles of the fix and broad dollar movements in explaining daily exchange rate changes," Staff Reports 828, Federal Reserve Bank of New York.
    6. Klaassen, Franc, 2004. "Why is it so difficult to find an effect of exchange rate risk on trade?," Journal of International Money and Finance, Elsevier, vol. 23(5), pages 817-839, September.
    7. Hsiao Chink Tang, 2014. "Exchange Rate Volatility and Intra-Asia Trade: Evidence by Type of Goods," The World Economy, Wiley Blackwell, vol. 37(2), pages 335-352, February.
    8. Chou, W. L., 2000. "Exchange Rate Variability and China's Exports," Journal of Comparative Economics, Elsevier, vol. 28(1), pages 61-79, March.
    9. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    10. Eric van Wincoop & Philippe Bacchetta, 2000. "Does Exchange-Rate Stability Increase Trade and Welfare?," American Economic Review, American Economic Association, vol. 90(5), pages 1093-1109, December.
    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. Michael D. McKenzie, 1999. "The Impact of Exchange Rate Volatility on International Trade Flows," Journal of Economic Surveys, Wiley Blackwell, vol. 13(1), pages 71-106, February.
    13. Kevin B. Grier & Aaron D. Smallwood, 2007. "Uncertainty and Export Performance: Evidence from 18 Countries," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(4), pages 965-979, June.
    14. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    15. Cavaliere, Giuseppe & Rahbek, Anders & Taylor, A.M. Robert, 2010. "Cointegration Rank Testing Under Conditional Heteroskedasticity," Econometric Theory, Cambridge University Press, vol. 26(6), pages 1719-1760, December.
    16. Ling, Shiqing & McAleer, Michael, 2002. "Stationarity and the existence of moments of a family of GARCH processes," Journal of Econometrics, Elsevier, vol. 106(1), pages 109-117, January.
    17. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    18. Paul De Grauwe, 1988. "Exchange Rate Variability and the Slowdown in Growth of International Trade," IMF Staff Papers, Palgrave Macmillan, vol. 35(1), pages 63-84, March.
    19. Christian Francq & Jean‐Michel Zakoïan, 2012. "Strict Stationarity Testing and Estimation of Explosive and Stationary Generalized Autoregressive Conditional Heteroscedasticity Models," Econometrica, Econometric Society, vol. 80(2), pages 821-861, March.
    20. Robinson, P M, 1991. "Automatic Frequency Domain Inference on Semiparametric and Nonparametric Models," Econometrica, Econometric Society, vol. 59(5), pages 1329-1363, September.
    21. Baum, Christopher F. & Caglayan, Mustafa, 2010. "On the sensitivity of the volume and volatility of bilateral trade flows to exchange rate uncertainty," Journal of International Money and Finance, Elsevier, vol. 29(1), pages 79-93, February.
    22. Yang, Guangpu & Gu, Qingyang, 2016. "Effects of exchange rate variations on bilateral trade with a vehicle currency: Evidence from China and Singapore," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 50-73.
    23. Myint Moe Chit & Marian Rizov & Dirk Willenbockel, 2010. "Exchange Rate Volatility and Exports: New Empirical Evidence from the Emerging East Asian Economies," The World Economy, Wiley Blackwell, vol. 33(2), pages 239-263, February.
    24. Nishimura, Yusaku & Hirayama, Kenjiro, 2013. "Does exchange rate volatility deter Japan-China trade? Evidence from pre- and post-exchange rate reform in China," Japan and the World Economy, Elsevier, vol. 25, pages 90-101.
    25. Asteriou, Dimitrios & Masatci, Kaan & Pılbeam, Keith, 2016. "Exchange rate volatility and international trade: International evidence from the MINT countries," Economic Modelling, Elsevier, vol. 58(C), pages 133-140.
    26. Ganguly, Srideep & Breuer, Janice Boucher, 2010. "Nominal exchange rate volatility, relative price volatility, and the real exchange rate," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 840-856, September.
    27. Grier, Kevin B. & Smallwood, Aaron D., 2013. "Exchange rate shocks and trade: A multivariate GARCH-M approach," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 282-305.
    28. Mustafa Caglayan & Omar S. Dahi & Firat Demir, 2013. "EsTrade Flows, Exchange Rate Uncertainty, and Financial Depth: Evidence from 28 Emerging Countries," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 905-927, April.
    29. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    30. BAAK, SaangJoon, 2008. "The bilateral real exchange rates and trade between China and the U.S," China Economic Review, Elsevier, vol. 19(2), pages 117-127, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hu, Cui & Parsley, David & Tan, Yong, 2021. "Exchange rate induced export quality upgrading: A firm-level perspective," Economic Modelling, Elsevier, vol. 98(C), pages 336-348.
    2. Aaron D. Smallwood, 2022. "Inference in Misspecified GARCH‐M Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(2), pages 334-355, April.
    3. Wang, Xinyu & Qi, Zikang & Huang, Jianglu, 2023. "How do monetary shock, financial crisis, and quotation reform affect the long memory of exchange rate volatility? Evidence from major currencies," Economic Modelling, Elsevier, vol. 120(C).
    4. Viviane Naimy & Rim El Khoury & José-María Montero & Jana Souk, 2023. "Post-Brexit exchange rate volatility and its impact on UK exports to eurozone countries: A bounds testing approach," Oeconomia Copernicana, Institute of Economic Research, vol. 14(1), pages 135-168, March.
    5. Zuzana Rowland & George Lazaroiu & Ivana Podhorská, 2020. "Use of Neural Networks to Accommodate Seasonal Fluctuations When Equalizing Time Series for the CZK/RMB Exchange Rate," Risks, MDPI, vol. 9(1), pages 1-21, December.
    6. Adedayo Emmanuel Longe & Folake Adenola & Adewale Musliudeen Balogun & Shehu Muhammad, 2019. "Asymmetric and Non-Asymmetric Impact of Real Effective Exchange Rate on Trade in Nigeria," Business & Management Compass, University of Economics Varna, issue 4, pages 259-274.

    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. Grier, Kevin B. & Smallwood, Aaron D., 2013. "Exchange rate shocks and trade: A multivariate GARCH-M approach," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 282-305.
    2. Sayef Bakari & Sofien Tiba, 2020. "Are Exchange Rate, Exports and Domestic Investment in Tunisia Cointegrated? A Comparison of ECM and ARDL Model," Economic Research Guardian, Weissberg Publishing, vol. 10(1), pages 33-43, June.
    3. Innocent U Duru & Millicent Adanne Eze & Abubakar Sadiq Saleh & Benedict I Uzoechina & Gabriel O Ebenyi & Ekechi Chukwuka, 2022. "Exchange Rate Volatility and Exports: The Nigerian Scenario," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 12(1), pages 11-28.
    4. James Temitope Dada, 2020. "Asymmetric effect of exchange rate volatility on trade in sub-Saharan African countries," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 37(2), pages 149-162, July.
    5. Mekbib Gebretsadik Haile & Geoff Pugh, 2013. "Does exchange rate volatility discourage international trade? A meta-regression analysis," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(3), pages 321-350, April.
    6. Yusaku Nishimura & Bianxia Sun, 2018. "China’s Exchange-Rate Regime Reform and Trade Between China and the Eurozone," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(2), pages 450-467, January.
    7. Chandan Sharma, 2019. "Exchange rate volatility and exports from India: a commodity-level panel data analysis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 12(1), pages 23-44, June.
    8. Gabriel Pino & Dilara Tas & Subhash C. Sharma, 2016. "An investigation of the effects of exchange rate volatility on exports in East Asia," Applied Economics, Taylor & Francis Journals, vol. 48(26), pages 2397-2411, June.
    9. Bajo-Rubio, Oscar & Berke, Burcu & McMillan, David G., 2020. "Exchange rate volatility in the eurozone," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 14, pages 1-23.
    10. Unggul Heriqbaldi & Miguel Angel Esquivias & Rossanto Dwi Handoyo & Alfira Cahyaning Rifami & Hilda Rohmawati, 2022. "Exchange rate volatility and trade flows in Indonesia and ten main trade partners: asymmetric effects," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 40(4), pages 708-739, October.
    11. Helmut Herwartz & Henning Weber, 2005. "Exchange rate uncertainty and trade growth—a comparison of linear and non‐linear (forecasting) models," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 21(1), pages 1-26, January.
    12. Erdal Demirhan & Banu Demirhan, 2015. "The Dynamic Effect of ExchangeRate Volatility on Turkish Exports: Parsimonious Error-Correction Model Approach," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 62(4), pages 429-451, September.
    13. Cengiz Tunc & Senol Babuşçu & Adalet Hazar & M. Nihat Solakoglu, 2020. "Exchange Rate Volatility and Trade: External Exchange Rate Volatility Matters," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 11(02), pages 1-19, June.
    14. Allison Roehling, 2021. "Implications of exchange rate volatility for trade: Volatility measurement matters," Review of International Economics, Wiley Blackwell, vol. 29(5), pages 1486-1523, November.
    15. Shu Lin & Kang Shi & Haichun Ye, 2018. "Exchange rate volatility and trade: The role of credit constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 203-222, October.
    16. Nishimura, Yusaku & Hirayama, Kenjiro, 2013. "Does exchange rate volatility deter Japan-China trade? Evidence from pre- and post-exchange rate reform in China," Japan and the World Economy, Elsevier, vol. 25, pages 90-101.
    17. Shehu Usman Rano Aliyu, 2010. "Exchange rate volatility and export trade in Nigeria: an empirical investigation," Applied Financial Economics, Taylor & Francis Journals, vol. 20(13), pages 1071-1084.
    18. Fang, WenShwo & Lai, YiHao & Miller, Stephen M., 2009. "Does exchange rate risk affect exports asymmetrically? Asian evidence," Journal of International Money and Finance, Elsevier, vol. 28(2), pages 215-239, March.
    19. Ali Eren ALPER, 2017. "Exchange Rate Volatility and Trade Flows," Fiscaoeconomia, Tubitak Ulakbim JournalPark (Dergipark), issue 3.
    20. Cueyt SEVIM & Taylan Taner DOGAN, 2016. "Turkiye Ekonomisinde Ihracat ve Doviz Kuru Oynakligi Iliskisi," Ege Academic Review, Ege University Faculty of Economics and Administrative Sciences, vol. 16(2), pages 303-318.

    More about this item

    Keywords

    Exchange rate uncertainty; Trade flows; Multivariate GARCH;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F19 - International Economics - - Trade - - - Other
    • F31 - International Economics - - International Finance - - - Foreign Exchange

    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:ecmode:v:82:y:2019:i:c:p:332-344. 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/inca/30411 .

    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.