IDEAS home Printed from https://ideas.repec.org/a/bla/ausecp/v60y2021i1p64-97.html
   My bibliography  Save this article

Asymmetric effect of exchange rate volatility on India's cross‐border trade: Evidence from global financial crisis and multiple threshold nonlinear autoregressive distributed lag model

Author

Listed:
  • Shabir Mohsin Hashmi
  • Bisharat Hussain Chang
  • Muhammad Shahbaz

Abstract

This paper examines the asymmetric effect of exchange rate volatility on India's cross‐border trade with its major trading partners: Japan, Germany, the United States, and China. We extend previous studies in two ways. First, we examine whether global financial crisis changes the asymmetric effect of exchange rate volatility on India's cross‐border trade. Next, we divide exchange rate volatility into quintiles and examine the effect of each quintile on cross‐border trade by using the multiple threshold nonlinear autoregressive distributed lag (MTNARDL) model. Our findings from standard nonlinear ARDL (NARDL) indicate that the asymmetric relationship between exchange rate volatility and cross‐border trade changes as a result of global financial crisis. In addition, findings from MTNARDL indicate that in short‐run, exchange rate volatility symmetrically affects India's cross‐border trade with all sample countries whereas in long‐run it asymmetrically affects cross‐border trade. Overall, these findings are very important for policy implications and open a new dimension to exchange rate volatility and trade flows.

Suggested Citation

  • Shabir Mohsin Hashmi & Bisharat Hussain Chang & Muhammad Shahbaz, 2021. "Asymmetric effect of exchange rate volatility on India's cross‐border trade: Evidence from global financial crisis and multiple threshold nonlinear autoregressive distributed lag model," Australian Economic Papers, Wiley Blackwell, vol. 60(1), pages 64-97, March.
  • Handle: RePEc:bla:ausecp:v:60:y:2021:i:1:p:64-97
    DOI: 10.1111/1467-8454.12194
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1467-8454.12194
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1467-8454.12194?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
    ---><---

    References listed on IDEAS

    as
    1. Hall, Stephen & Hondroyiannis, George & Swamy, P.A.V.B. & Tavlas, George & Ulan, Michael, 2010. "Exchange-rate volatility and export performance: Do emerging market economies resemble industrial countries or other developing countries?," Economic Modelling, Elsevier, vol. 27(6), pages 1514-1521, November.
    2. Eichengreen, Barry & Irwin, Douglas A., 1995. "Trade blocs, currency blocs and the reorientation of world trade in the 1930s," Journal of International Economics, Elsevier, vol. 38(1-2), pages 1-24, February.
    3. Melvin, Michael & Taylor, Mark P., 2009. "The crisis in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1317-1330, December.
    4. Giovannini, Alberto, 1988. "Exchange rates and traded goods prices," Journal of International Economics, Elsevier, vol. 24(1-2), pages 45-68, February.
    5. Pål Boug & Andreas Fagereng, 2010. "Exchange rate volatility and export performance: a cointegrated VAR approach," Applied Economics, Taylor & Francis Journals, vol. 42(7), pages 851-864.
    6. Hooper, Peter & Kohlhagen, Steven W., 1978. "The effect of exchange rate uncertainty on the prices and volume of international trade," Journal of International Economics, Elsevier, vol. 8(4), pages 483-511, November.
    7. Peter B. Clark, 1973. "Uncertainty, Exchange Risk, And The Level Of International Trade," Economic Inquiry, Western Economic Association International, vol. 11(3), pages 302-313, September.
    8. Christine Sauer & Alok K. Bohara, 2001. "Exchange Rate Volatility and Exports: Regional Differences between Developing and Industrialized Countries," Review of International Economics, Wiley Blackwell, vol. 9(1), pages 133-152, February.
    9. Klein, Michael W., 1990. "Sectoral effects of exchange rate volatility on United States exports," Journal of International Money and Finance, Elsevier, vol. 9(3), pages 299-308, September.
    10. Bisharat Hussain Chang & Suresh Kumar Oad Rajput & Niaz Ahmed Bhutto, 2019. "Impact of Exchange Rate Volatility on the US Exports: A New Evidence From Multiple Threshold Nonlinear ARDL Model," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 10(02), pages 1-26, June.
    11. Mr. Peter B. Clark & Shang-Jin Wei & Ms. Natalia T. Tamirisa & Mr. Azim M Sadikov & Mr. Li Zeng, 2004. "A New Look at Exchange Rate Volatility and Trade Flows," IMF Occasional Papers 2004/009, International Monetary Fund.
    12. Sharma, Chandan & Pal, Debdatta, 2018. "Exchange rate volatility and India's cross-border trade: A pooled mean group and nonlinear cointegration approach," Economic Modelling, Elsevier, vol. 74(C), pages 230-246.
    13. 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.
    14. Thursby, Jerry G & Thursby, Marie C, 1987. "Bilateral Trade Flows, the Linder Hypothesis, and Exchange Risk," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 488-495, August.
    15. Fratzscher, Marcel, 2009. "What explains global exchange rate movements during the financial crisis?," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1390-1407, December.
    16. 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.
    17. Glauco De vita & Andrew Abbott, 2004. "The Impact of Exchange Rate Volatility on UK Exports to EU Countries," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(1), pages 62-81, February.
    18. Nadia Anjum & Niaz Hussain Ghumro & Bisharat Husain, 2017. "Asymmetric Impact of Exchange Rate Changes on Stock Prices: Empirical Evidence from Germany," International Journal of Economics and Financial Research, Academic Research Publishing Group, vol. 3(11), pages 240-245, 11-2017.
    19. George Hondroyiannis & P.A.V.B. Swamy & George Tavlas & Michael Ulan, 2008. "Some Further Evidence on Exchange-Rate Volatility and Exports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(1), pages 151-180, April.
    20. Pal, Debdatta & Mitra, Subrata Kumar, 2015. "Asymmetric impact of crude price on oil product pricing in the United States: An application of multiple threshold nonlinear autoregressive distributed lag model," Economic Modelling, Elsevier, vol. 51(C), pages 436-443.
    21. Bahmani-Oskooee, Mohsen & Aftab, Muhammad, 2017. "On the asymmetric effects of exchange rate volatility on trade flows: New evidence from US-Malaysia trade at the industry level," Economic Modelling, Elsevier, vol. 63(C), pages 86-103.
    22. Greenwood-Nimmo, Matthew & Shin, Yongcheol, 2013. "Taxation and the asymmetric adjustment of selected retail energy prices in the UK," Economics Letters, Elsevier, vol. 121(3), pages 411-416.
    23. Karagedikli, Özer & Ryan, Michael & Steenkamp, Daan & Vehbi, Tugrul, 2016. "What happens when the Kiwi flies? Sectoral effects of exchange rate shocks on the New Zealand economy," Economic Modelling, Elsevier, vol. 52(PB), pages 945-959.
    24. Matthieu Bussiere, 2013. "Exchange Rate Pass-through to Trade Prices: The Role of Nonlinearities and Asymmetries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(5), pages 731-758, October.
    25. Laurence Ball & N. Gregory Mankiw, 1995. "Relative-Price Changes as Aggregate Supply Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 161-193.
    26. Baek, Jungho, 2014. "Exchange rate effects on Korea–U.S. bilateral trade: A new look," Research in Economics, Elsevier, vol. 68(3), pages 214-221.
    27. Bisharat Hussain Chang & Suresh Kumar Oad Rajput & Niaz Hussain Ghumro, 2018. "Asymmetric Impact Of Exchange Rate Changes On The Trade Balance: Does Global Financial Crisis Matter?," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 13(04), pages 1-18, December.
    28. Sauer, Christine & Bohara, Alok K, 2001. "Exchange Rate Volatility and Exports: Regional Differences between Developing and Industrialized Countries," Review of International Economics, Wiley Blackwell, vol. 9(1), pages 133-152, February.
    29. 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.
    30. Paul Alagidede & Muazu Ibrahim, 2017. "On the Causes and Effects of Exchange Rate Volatility on Economic Growth: Evidence from Ghana," Journal of African Business, Taylor & Francis Journals, vol. 18(2), pages 169-193, April.
    31. Pal, Debdatta & Mitra, Subrata K., 2016. "Asymmetric oil product pricing in India: Evidence from a multiple threshold nonlinear ARDL model," Economic Modelling, Elsevier, vol. 59(C), pages 314-328.
    32. Ilhan Ozturk & Huseyin Kalyoncu, 2009. "Exchange Rate Volatility and Trade: An Empirical Investigation from Cross-country Comparison," African Development Review, African Development Bank, vol. 21(3), pages 499-513.
    33. Arize, Augustine C. & Osang, Thomas & Slottje, Daniel J., 2008. "Exchange-rate volatility in Latin America and its impact on foreign trade," International Review of Economics & Finance, Elsevier, vol. 17(1), pages 33-44.
    34. Bahmani-Oskooee, Mohsen & Harvey, Hanafiah & Hegerty, Scott W., 2013. "The effects of exchange-rate volatility on commodity trade between the U.S. and Brazil," The North American Journal of Economics and Finance, Elsevier, vol. 25(C), pages 70-93.
    35. Bahmani-Oskooee, Mohsen & Gelan, Abera, 2018. "Exchange-rate volatility and international trade performance: Evidence from 12 African countries," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 14-21.
    36. 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.
    37. Viaene, Jean-Marie & de Vries, Casper G., 1992. "International trade and exchange rate volatility," European Economic Review, Elsevier, vol. 36(6), pages 1311-1321, August.
    38. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    39. Choudhry, Taufiq & Hassan, Syed S., 2015. "Exchange rate volatility and UK imports from developing countries: The effect of the global financial crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 39(C), pages 89-101.
    40. Udo Broll & Bernhard Eckwert, 1999. "Exchange Rate Volatility and International Trade," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 178-185, July.
    41. Baron, David P, 1976. "Flexible Exchange Rates, Forward Markets, and the Level of Trade," American Economic Review, American Economic Association, vol. 66(3), pages 253-266, June.
    42. Chang, Bisharat Hussain & Sharif, Arshian & Aman, Ameenullah & Suki, Norazah Mohd & Salman, Asma & Khan, Syed Abdul Rehman, 2020. "The asymmetric effects of oil price on sectoral Islamic stocks: New evidence from quantile-on-quantile regression approach," Resources Policy, Elsevier, vol. 65(C).
    43. Michael S. Haigh & Matthew T. Holt, 2000. "Hedging Multiple Price Uncertainty in International Grain Trade," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(4), pages 881-896.
    44. Arize, Augustine C. & Malindretos, John & Igwe, Emmanuel U., 2017. "Do exchange rate changes improve the trade balance: An asymmetric nonlinear cointegration approach," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 313-326.
    45. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191, December.
    46. Verheyen, Florian, 2013. "Exchange rate nonlinearities in EMU exports to the US," Economic Modelling, Elsevier, vol. 32(C), pages 66-76.
    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. Xiaohui GONG & Bisharat Hussain CHANG & Xi CHEN & Kaiyang ZHONG, 2023. "Asymmetric Effects of Exchange Rates on Energy Demand in E7 Countries: New Evidence from Multiple Thresholds Nonlinear ARDL Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 125-142, June.
    2. Ennadifi Imane & Bisharat Hussain Chang & Tarek Abbas Elsherazy & Wing-Keung Wong & Mohammed Ahmar Uddin, 2023. "The External Exchange Rate Volatility Influence on The Trade Flows: Evidence from Nonlinear ARDL Model," Advances in Decision Sciences, Asia University, Taiwan, vol. 27(2), pages 75-98, June.
    3. Hashmi, Shabir Mohsin & Chang, Bisharat Hussain & Huang, Liangfang & Uche, Emmanuel, 2022. "Revisiting the relationship between oil prices, exchange rate, and stock prices: An application of quantile ARDL model," Resources Policy, Elsevier, vol. 75(C).
    4. Muhammad Usman & Atif Jahanger & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "Do Nuclear Energy, Renewable Energy, and Environmental-Related Technologies Asymmetrically Reduce Ecological Footprint? Evidence from Pakistan," Energies, MDPI, vol. 15(9), pages 1-24, May.
    5. Hashmi, Shabir Mohsin & Chang, Bisharat Hussain & Rong, Li, 2021. "Asymmetric effect of COVID-19 pandemic on E7 stock indices: Evidence from quantile-on-quantile regression approach," Research in International Business and Finance, Elsevier, vol. 58(C).
    6. Ayad, Hicham & Abbas, Shujaat & Nakhli, Mohamed Sahbi & Jibir, Adamu & Shahzad, Umer, 2023. "Industrial growth, health care policy uncertainty and carbon emissions: Do trade and tax policy uncertainties matter for sustainable development in the USA?," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 151-160.
    7. Bisharat Hussain Chang & Omer Faruk Derindag & Nuri Hacievliyagil & Mehmet Canakci, 2022. "Exchange rate response to economic policy uncertainty: evidence beyond asymmetry," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-14, December.
    8. Lal, Madan & Kumar, Satish & Pandey, Dharen Kumar & Rai, Varun Kumar & Lim, Weng Marc, 2023. "Exchange rate volatility and international trade," Journal of Business Research, Elsevier, vol. 167(C).

    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. Sharma, Chandan & Pal, Debdatta, 2018. "Exchange rate volatility and India's cross-border trade: A pooled mean group and nonlinear cointegration approach," Economic Modelling, Elsevier, vol. 74(C), pages 230-246.
    2. Obumneke Bob Muoneke & Kingsley Ikechukwu Okere & Favour Chidinma Onuoha, 2023. "Extreme exchange rate dynamics and export trade in the selected oil-exporting countries in Africa. Multiple asymmetric threshold non-linear ARDL approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 32(6), pages 854-877, August.
    3. Sung-Ko Li & Chun-Kei Tsang, 2020. "The Impacts Of Biased Resource Allocation On The Effectiveness Of Official Development Assistance," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(01), pages 239-256, March.
    4. Mei-Se Chien & Nur Setyowati & Chih-Yang Cheng, 2020. "Asymmetric Effects Of Exchange Rate Volatility On Bilateral Trade Between Taiwan And Indonesia," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(04), pages 857-888, June.
    5. 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.
    6. 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.
    7. Mohsen Bahmani‐Oskooee & Hanafiah Harvey, 2021. "Are the effects of exchange‐rate volatility on commodity trade between the U.S. and Mexico symmetric or asymmetric?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2998-3027, April.
    8. Bisharat Hussain Chang & Suresh Kumar Oad Rajput & Niaz Ahmed Bhutto, 2019. "Impact of Exchange Rate Volatility on the US Exports: A New Evidence From Multiple Threshold Nonlinear ARDL Model," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 10(02), pages 1-26, June.
    9. 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.
    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. Auboin, Marc & Ruta, Michele, 2013. "The relationship between exchange rates and international trade: a literature review," World Trade Review, Cambridge University Press, vol. 12(3), pages 577-605, July.
    12. Auboin, Marc & Ruta, Michel, 2011. "The relationship between exchange rates and International Trade: A review of economic literature," WTO Staff Working Papers ERSD-2011-17, World Trade Organization (WTO), Economic Research and Statistics Division.
    13. 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.
    14. Mohsen Bahmani‐Oskooee & Toan Luu Duc Huynh & Muhammad Ali Nasir, 2021. "On the asymmetric effects of exchange‐rate volatility on trade flows: Evidence from US–UK Commodity Trade," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(1), pages 51-102, February.
    15. Chandan Sharma & Debdatta Pal, 2019. "Does Exchange Rate Volatility Dampen Imports? Commodity-Level Evidence From India," International Economic Journal, Taylor & Francis Journals, vol. 33(4), pages 696-718, October.
    16. Duc Hong Vo & Anh The Vo & Zhaoyong Zhang, 2019. "Exchange Rate Volatility and Disaggregated Manufacturing Exports: Evidence from an Emerging Country," JRFM, MDPI, vol. 12(1), pages 1-25, January.
    17. Abdorreza Soleymani & Soo Y. Chua, 2014. "Effect of exchange rate volatility on industry trade flows between Malaysia and China," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 23(5), pages 626-655, August.
    18. 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.
    19. 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.
    20. Mohsen Bahmani‐Oskooee & Hanafiah Harvey, 2021. "Exchange rate volatility and commodity trade between United States and Australia: An asymmetric analysis," The World Economy, Wiley Blackwell, vol. 44(6), pages 1509-1700, June.

    More about this item

    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:bla:ausecp:v:60:y:2021:i:1:p:64-97. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0004-900X .

    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.