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The behavior of exchange rate and stock returns in high and low interest rate environments

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  • Salisu, Afees A.
  • Vo, Xuan Vinh

Abstract

In this paper, we contribute to the literature in the following ways. First, we test whether stock returns respond differently to exchange rates in high and low interest rate environments. Second, we further probe into possible asymmetric effects of appreciation and depreciation on stock returns. Third, we examine the role of extreme (negative) low interest rate in the nexus among the low interest rate economies. Using panel data procedures that account for the salient features of the relevant variables, the following are discernible from the analyses. First, we establish contrasting evidence between low and high interest rate environments in relation to short run & long run results. Second, we find that the low interest rate group exhibits long run positive nexus while the high interest rate counterpart predominantly reveals short run negative nexus. Third, we show that all these outcomes remain true whether or not we account for the roles of macroeconomic factors including interest rate, inflation, and global oil price and alternative data frequency. Some insightful implications of our findings are highlighted and we do hope that investors and policy makers will find the results useful for decision making purpose.

Suggested Citation

  • Salisu, Afees A. & Vo, Xuan Vinh, 2021. "The behavior of exchange rate and stock returns in high and low interest rate environments," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 138-149.
  • Handle: RePEc:eee:reveco:v:74:y:2021:i:c:p:138-149
    DOI: 10.1016/j.iref.2021.02.008
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    1. Michael Brei & Claudio Borio & Leonardo Gambacorta, 2020. "Bank intermediation activity in a low‐interest‐rate environment," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
    2. Chkili, Walid & Nguyen, Duc Khuong, 2014. "Exchange rate movements and stock market returns in a regime-switching environment: Evidence for BRICS countries," Research in International Business and Finance, Elsevier, vol. 31(C), pages 46-56.
    3. Joakim Westerlund & Paresh Narayan, 2015. "Testing for Predictability in Conditionally Heteroskedastic Stock Returns," Journal of Financial Econometrics, Oxford University Press, vol. 13(2), pages 342-375.
    4. Charles Engel & Nelson C. Mark & Kenneth D. West, 2008. "Exchange Rate Models Are Not as Bad as You Think," NBER Chapters, in: NBER Macroeconomics Annual 2007, Volume 22, pages 381-441, National Bureau of Economic Research, Inc.
    5. Dejan Živkov & Jovan Njegić & Vera Mirović, 2016. "Dynamic Nexus between Exchange Rate and Stock Prices in the Major East European Economies," Prague Economic Papers, Prague University of Economics and Business, vol. 2016(6), pages 686-705.
    6. Koutmos, Gregory & Martin, Anna D., 2007. "Modeling time variation and asymmetry in foreign exchange exposure," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 61-74, February.
    7. Raza, Naveed & Jawad Hussain Shahzad, Syed & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2016. "Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets," Resources Policy, Elsevier, vol. 49(C), pages 290-301.
    8. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    9. Ince, Onur & Molodtsova, Tanya & Papell, David H., 2016. "Taylor rule deviations and out-of-sample exchange rate predictability," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 22-44.
    10. Westerlund, Joakim & Narayan, Paresh Kumar, 2012. "Does the choice of estimator matter when forecasting returns?," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2632-2640.
    11. Narayan, Paresh Kumar & Liu, Ruipeng, 2015. "A unit root model for trending time-series energy variables," Energy Economics, Elsevier, vol. 50(C), pages 391-402.
    12. Sensoy, Ahmet & Sobaci, Cihat, 2014. "Effects of volatility shocks on the dynamic linkages between exchange rate, interest rate and the stock market: The case of Turkey," Economic Modelling, Elsevier, vol. 43(C), pages 448-457.
    13. Narayan, Paresh Kumar & Sharma, Susan Sunila, 2015. "Does data frequency matter for the impact of forward premium on spot exchange rate?," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 45-53.
    14. Boyer, Russell S, 1977. "Devaluation and Portfolio Balance," American Economic Review, American Economic Association, vol. 67(2), pages 54-63, March.
    15. Afees A. Salisu & Umar B. Ndako & Tirimisiyu F. Oloko & Lateef O. Akanni, 2016. "Unit root modeling for trending stock market series," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(2), pages 82-91, June.
    16. Ammer, John & Claessens, Stijn & Tabova, Alexandra & Wroblewski, Caleb, 2019. "Home country interest rates and international investment in U.S. bonds," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 212-227.
    17. Bahmani-Oskooee, Mohsen & Saha, Sujata, 2016. "Do exchange rate changes have symmetric or asymmetric effects on stock prices?," Global Finance Journal, Elsevier, vol. 31(C), pages 57-72.
    18. Baars, Maren & Cordes, Henning & Mohrschladt, Hannes, 2020. "How negative interest rates affect the risk-taking of individual investors: Experimental evidence," Finance Research Letters, Elsevier, vol. 32(C).
    19. Branson, William H. & Halttunen, Hannu & Masson, Paul, 1977. "Exchange rates in the short run: The dollar-dentschemark rate," European Economic Review, Elsevier, vol. 10(3), pages 303-324.
    20. Anna Pavlova & Roberto Rigobon, 2007. "Asset Prices and Exchange Rates," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1139-1180.
    21. Bilman, Mustafa Erhan & Karaoğlan, Sadık, 2020. "Does the twin deficit hypothesis hold in the OECD countries under different real interest rate regimes?," Journal of Policy Modeling, Elsevier, vol. 42(1), pages 205-215.
    22. Leung, Henry & Schiereck, Dirk & Schroeder, Florian, 2017. "Volatility spillovers and determinants of contagion: Exchange rate and equity markets during crises," Economic Modelling, Elsevier, vol. 61(C), pages 169-180.
    23. Jonathon Lecznar & Thomas A. Lubik, 2018. "Real rates and consumption smoothing in a low interest rate environment: The case of Japan," Pacific Economic Review, Wiley Blackwell, vol. 23(5), pages 685-704, December.
    24. Akram, Tanweer & Li, Huiqing, 2017. "What keeps long-term U.S. interest rates so low?," Economic Modelling, Elsevier, vol. 60(C), pages 380-390.
    25. Edward F. Blackburne III & Mark W. Frank, 2007. "Estimation of nonstationary heterogeneous panels," Stata Journal, StataCorp LP, vol. 7(2), pages 197-208, June.
    26. Tsai, I-Chun, 2012. "The relationship between stock price index and exchange rate in Asian markets: A quantile regression approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 609-621.
    27. Wong, Hock Tsen, 2017. "Real exchange rate returns and real stock price returns," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 340-352.
    28. Walid, Chkili & Chaker, Aloui & Masood, Omar & Fry, John, 2011. "Stock market volatility and exchange rates in emerging countries: A Markov-state switching approach," Emerging Markets Review, Elsevier, vol. 12(3), pages 272-292, September.
    29. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    30. Salisu, Afees A. & Adeleke, Adegoke I., 2016. "Further application of Narayan and Liu (2015) unit root model for trending time series," Economic Modelling, Elsevier, vol. 55(C), pages 305-314.
    31. Pavasuthipaisit, Robert, 2009. "Optimal exchange-rate policy in a low interest rate environment," Journal of the Japanese and International Economies, Elsevier, vol. 23(3), pages 264-282, September.
    32. Naifar, Nader & Al Dohaiman, Mohammed Saleh, 2013. "Nonlinear analysis among crude oil prices, stock markets' return and macroeconomic variables," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 416-431.
    33. Afees A. Salisu & Tirimisiyu F. Oloko, 2015. "Modelling spillovers between stock market and FX market: evidence for Nigeria," Journal of African Business, Taylor & Francis Journals, vol. 16(1-2), pages 84-108, January.
    34. Swaray, Raymond & Salisu, Afees A., 2018. "A firm-level analysis of the upstream-downstream dichotomy in the oil-stock nexus," Global Finance Journal, Elsevier, vol. 37(C), pages 199-218.
    35. Borio, Claudio & Gambacorta, Leonardo, 2017. "Monetary policy and bank lending in a low interest rate environment: Diminishing effectiveness?," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 217-231.
    36. Harald Hau & Hélène Rey, 2006. "Exchange Rates, Equity Prices, and Capital Flows," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 273-317.
    37. Salisu, Afees A. & Oloko, Tirimisiyu F., 2015. "Modeling oil price–US stock nexus: A VARMA–BEKK–AGARCH approach," Energy Economics, Elsevier, vol. 50(C), pages 1-12.
    38. Molodtsova, Tanya & Papell, David H., 2009. "Out-of-sample exchange rate predictability with Taylor rule fundamentals," Journal of International Economics, Elsevier, vol. 77(2), pages 167-180, April.
    39. Moore, Tomoe & Wang, Ping, 2014. "Dynamic linkage between real exchange rates and stock prices: Evidence from developed and emerging Asian markets," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 1-11.
    40. Dunne, Peter & Hau, Harald & Moore, Michael, 2010. "International order flows: Explaining equity and exchange rate returns," Journal of International Money and Finance, Elsevier, vol. 29(2), pages 358-386, March.
    41. Sui, Lu & Sun, Lijuan, 2016. "Spillover effects between exchange rates and stock prices: Evidence from BRICS around the recent global financial crisis," Research in International Business and Finance, Elsevier, vol. 36(C), pages 459-471.
    42. Salisu, Afees A. & Ndako, Umar B., 2018. "Modelling stock price–exchange rate nexus in OECD countries: A new perspective," Economic Modelling, Elsevier, vol. 74(C), pages 105-123.
    43. Salisu, Afees A. & Isah, Kazeem O. & Oyewole, Oluwatomisin J. & Akanni, Lateef O., 2017. "Modelling oil price-inflation nexus: The role of asymmetries," Energy, Elsevier, vol. 125(C), pages 97-106.
    44. Chaudron, Raymond F.D.D., 2018. "Bank's interest rate risk and profitability in a prolonged environment of low interest rates," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 94-104.
    45. Marek A. Dąbrowski & Monika Papież & Sławomir Śmiech, 2020. "Classifying de facto exchange rate regimes of financially open and closed economies: A statistical approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(7), pages 821-849, October.
    46. Huang, Wanling & Mollick, André Varella & Nguyen, Khoa Huu, 2016. "U.S. stock markets and the role of real interest rates," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 231-242.
    47. Black, Fischer, 1995. "Interest Rates as Options," Journal of Finance, American Finance Association, vol. 50(5), pages 1371-1376, December.
    48. Cociuba, Simona E. & Shukayev, Malik & Ueberfeldt, Alexander, 2016. "Collateralized borrowing and risk taking at low interest rates," European Economic Review, Elsevier, vol. 85(C), pages 62-83.
    49. Dotsis, George, 2020. "Investment under uncertainty with a zero lower bound on interest rates," Economics Letters, Elsevier, vol. 188(C).
    50. Inagaki, Kazuyuki, 2009. "Estimating the interest rate semi-elasticity of the demand for money in low interest rate environments," Economic Modelling, Elsevier, vol. 26(1), pages 147-154, January.
    51. Kubo, Akihiro, 2012. "The US tech pulse, stock prices, and exchange rate dynamics: Evidence from Asian developing countries," Journal of Asian Economics, Elsevier, vol. 23(6), pages 680-687.
    52. Kodongo, Odongo & Ojah, Kalu, 2012. "The dynamic relation between foreign exchange rates and international portfolio flows: Evidence from Africa's capital markets," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 71-87.
    53. Adrian R. Fleissig & James L. Swofford, 2020. "The demand for assets through a low-interest rate environment," Applied Economics, Taylor & Francis Journals, vol. 52(60), pages 6540-6551, December.
    54. Bahmani-Oskooee, Mohsen & Saha, Sujata, 2016. "Asymmetry cointegration between the value of the dollar and sectoral stock indices in the U.S," International Review of Economics & Finance, Elsevier, vol. 46(C), pages 78-86.
    55. Lewellen, Jonathan, 2004. "Predicting returns with financial ratios," Journal of Financial Economics, Elsevier, vol. 74(2), pages 209-235, November.
    56. Lin, Chien-Hsiu, 2012. "The comovement between exchange rates and stock prices in the Asian emerging markets," International Review of Economics & Finance, Elsevier, vol. 22(1), pages 161-172.
    57. Litsios, Ioannis, 2013. "Exchange rate determination and equity prices: Evidence from the UK," The Journal of Economic Asymmetries, Elsevier, vol. 10(2), pages 115-128.
    58. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    59. Andrieș, Alin Marius & Căpraru, Bogdan & Ihnatov, Iulian & Tiwari, Aviral Kumar, 2017. "The relationship between exchange rates and interest rates in a small open emerging economy: The case of Romania," Economic Modelling, Elsevier, vol. 67(C), pages 261-274.
    60. Al-Shboul, Mohammad & Anwar, Sajid, 2014. "Time-varying exchange rate exposure and exchange rate risk pricing in the Canadian Equity Market," Economic Modelling, Elsevier, vol. 37(C), pages 451-463.
    61. Rogoff, Kenneth, 2017. "Monetary policy in a low interest rate world," Journal of Policy Modeling, Elsevier, vol. 39(4), pages 673-679.
    62. Salisu, Afees A. & Isah, Kazeem O., 2017. "Revisiting the oil price and stock market nexus: A nonlinear Panel ARDL approach," Economic Modelling, Elsevier, vol. 66(C), pages 258-271.
    63. Hsu, Chih-Chiang & Yau, Ruey & Wu, Jyun-Yi, 2009. "Asymmetric Exchange Rate Exposure and Industry Characteristics : Evidence from Japanese Data," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 50(1), pages 57-69, June.
    64. Hamisu Sadi ALI & Umar MUKHTAR & Ganthi Selvi MANIAM, 2015. "Dynamic Links between Exchange Rates and Stock Prices in Malaysia: An Asymmetric Cointegration analysis," Journal of Economics and Political Economy, KSP Journals, vol. 2(3), pages 411-417, September.
    65. Chen Lian & Yueran Ma & Carmen Wang, 2019. "Low Interest Rates and Risk-Taking: Evidence from Individual Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2107-2148.
    66. Leung, Y. H. & Schröder, F. & Schiereck, D., 2017. "Volatility spillovers and determinants of contagion: Exchange rate and equity markets during crises," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 85069, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    67. Pan, Ming-Shiun & Fok, Robert Chi-Wing & Liu, Y. Angela, 2007. "Dynamic linkages between exchange rates and stock prices: Evidence from East Asian markets," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 503-520.
    68. Ganzach, Yoav & Wohl, Avi, 2018. "A behavioral theory of the effect of the risk-free rate on the demand for risky assets," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 76(C), pages 23-27.
    69. A. Can Inci & Bong Soo Lee, 2014. "Dynamic Relations between Stock Returns and Exchange Rate Changes," European Financial Management, European Financial Management Association, vol. 20(1), pages 71-106, January.
    70. Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
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    More about this item

    Keywords

    Exchange rate; Stocks returns; Interest rate environment; Asymmetry; Panel data methods;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

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