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Bitcoin Reveals Exchange Rate Manipulation and Detects Capital Controls

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  • Gina Christelle Pieters

Abstract

Many countries manipulate the value of their currency or use some form of capital control, yet the data usually used to detect these manipulations are low frequency, expensive, lagged, and potentially mismeasured. I demonstrate that the price data of the internationally traded cryptocurrency Bitcoin can approximate unocial exchange rates which, in turn, can be used to detect both the existence and the magnitude of the distortion caused by capital controls and exchange rate manipulations. However, I document that bitcoin exchange rates contain problematic bitcoin-market-speci c elements and must be adjusted before being used for this purpose. As bitcoin exchange rates exist at a daily frequency, they reveal transitory interventions that would otherwise go undetected. This result also serves as veri cation that Bitcoin is used to circumvent capital controls and manipulated exchange rates.

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  • Gina Christelle Pieters, 2017. "Bitcoin Reveals Exchange Rate Manipulation and Detects Capital Controls," 2017 Papers ppi307, Job Market Papers.
    • Handle: RePEc:jmp:jm2017:ppi307
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    1. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    2. Kiguel, Miguel & O'Connell, Stephen A, 1995. "Parallel Exchange Rates in Developing Countries," The World Bank Research Observer, World Bank, vol. 10(1), pages 21-52, February.
    3. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, Oxford University Press, vol. 134(2), pages 599-646.
    4. Domenico Ferraro & Ken Rogoff & Barbara Rossi, 2011. "Can Oil Prices Forecast Exchange Rates?," Working Papers 11-05, Duke University, Department of Economics.
    5. Guillermo A. Calvo & Carmen M. Reinhart, 2002. "Fear of Floating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 379-408.
    6. 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.
    7. Benassy-Quere, Agnes & Coeure, Benoit & Mignon, Valerie, 2006. "On the identification of de facto currency pegs," Journal of the Japanese and International Economies, Elsevier, vol. 20(1), pages 112-127, March.
    8. Pavel Ciaian & Miroslava Rajcaniova & d’Artis Kancs, 2016. "The economics of BitCoin price formation," Applied Economics, Taylor & Francis Journals, vol. 48(19), pages 1799-1815, April.
    9. Michael W. Klein & Jay C. Shambaugh, 2015. "Rounding the Corners of the Policy Trilemma: Sources of Monetary Policy Autonomy," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 33-66, October.
    10. Jamal Bouoiyour & Refk Selmi & Aviral Kumar Tiwari & Olaolu Richard Olayeni, 2016. "What drives Bitcoin price?," Economics Bulletin, AccessEcon, vol. 36(2), pages 843-850.
    11. Lawrence H. White, 2015. "The Market for Cryptocurrencies," Cato Journal, Cato Journal, Cato Institute, vol. 35(2), pages 383-402, Spring/Su.
    12. Urquhart, Andrew, 2016. "The inefficiency of Bitcoin," Economics Letters, Elsevier, vol. 148(C), pages 80-82.
    13. Lan Ju & Timothy (Jun) Lu & Zhiyong Tu, 2016. "Capital Flight and Bitcoin Regulation," International Review of Finance, International Review of Finance Ltd., vol. 16(3), pages 445-455, September.
    14. Tomasz Kamil Michalski & Guillaume Stoltz, 2010. "Do countries falsify economic date strategically? Some evidence that they do," Working Papers hal-00540794, HAL.
    15. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 1-48.
    16. Michael W. Klein, 2012. "Capital Controls: Gates versus Walls," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 317-367.
    17. Fernández, Andrés & Rebucci, Alessandro & Uribe, Martín, 2015. "Are capital controls countercyclical?," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 1-14.
    18. Tomasz Michalski & Gilles Stoltz, 2013. "Do Countries Falsify Economic Data Strategically? Some Evidence That They Might," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 591-616, May.
    19. Dennis Quinn & Martin Schindler & A Maria Toyoda, 2011. "Assessing Measures of Financial Openness and Integration," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(3), pages 488-522, August.
    20. 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.
    21. Andrés Fernández & Michael W Klein & Alessandro Rebucci & Martin Schindler & Martín Uribe, 2016. "Capital Control Measures: A New Dataset," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 548-574, August.
    22. Jamal Bouoiyour & Refk Selmi, 2015. "What Does Bitcoin Look Like?," Annals of Economics and Finance, Society for AEF, vol. 16(2), pages 449-492, November.
    23. Joshua R. Hendrickson & Thomas L. Hogan & William J. Luther, 2016. "The Political Economy Of Bitcoin," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 925-939, April.
    24. Dwyer, Gerald P., 2015. "The economics of Bitcoin and similar private digital currencies," Journal of Financial Stability, Elsevier, vol. 17(C), pages 81-91.
    25. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    26. Jamal Bouoiyour & Refk Selmi, 2016. "Bitcoin: a beginning of a new phase?," Economics Bulletin, AccessEcon, vol. 36(3), pages 1430-1440.
    27. Esaka, Taro, 2014. "Are consistent pegs really more prone to currency crises?," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 136-163.
    28. Adrian (Wai-Kong) Cheung & Eduardo Roca & Jen-Je Su, 2015. "Crypto-currency bubbles: an application of the Phillips-Shi-Yu (2013) methodology on Mt. Gox bitcoin prices," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2348-2358, May.
    29. Pieters, Gina & Vivanco, Sofia, 2017. "Financial regulations and price inconsistencies across Bitcoin markets," Information Economics and Policy, Elsevier, vol. 39(C), pages 1-14.
    30. C. Baek & M. Elbeck, 2015. "Bitcoins as an investment or speculative vehicle? A first look," Applied Economics Letters, Taylor & Francis Journals, vol. 22(1), pages 30-34, January.
    31. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    32. Akram, Q. Farooq & Rime, Dagfinn & Sarno, Lucio, 2008. "Arbitrage in the foreign exchange market: Turning on the microscope," Journal of International Economics, Elsevier, vol. 76(2), pages 237-253, December.
    33. Alberto Alesina & Alexander F. Wagner, 2006. "Choosing (and Reneging on) Exchange Rate Regimes," Journal of the European Economic Association, MIT Press, vol. 4(4), pages 770-799, June.
    34. William J. Luther, 2016. "Cryptocurrencies, Network Effects, And Switching Costs," Contemporary Economic Policy, Western Economic Association International, vol. 34(3), pages 553-571, July.
    35. Huett, Hannes & Krapf, Matthias & Uysal, S. Derya, 2014. "Price dynamics in the Belarusian black market for foreign exchange," Journal of International Economics, Elsevier, vol. 94(1), pages 169-176.
    36. Aaron Yelowitz & Matthew Wilson, 2015. "Characteristics of Bitcoin users: an analysis of Google search data," Applied Economics Letters, Taylor & Francis Journals, vol. 22(13), pages 1030-1036, September.
    37. Levy Yeyati, Eduardo & Schmukler, Sergio L. & Van Horen, Neeltje, 2009. "International financial integration through the law of one price: The role of liquidity and capital controls," Journal of Financial Intermediation, Elsevier, vol. 18(3), pages 432-463, July.
    38. Ferraro, Domenico & Rogoff, Kenneth & Rossi, Barbara, 2015. "Can oil prices forecast exchange rates? An empirical analysis of the relationship between commodity prices and exchange rates," Journal of International Money and Finance, Elsevier, vol. 54(C), pages 116-141.
    39. Michael W. Klein, 2012. "Capital Controls: Gates versus Walls," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(2 (Fall)), pages 317-367.
    40. Levy-Yeyati, Eduardo & Sturzenegger, Federico, 2005. "Classifying exchange rate regimes: Deeds vs. words," European Economic Review, Elsevier, vol. 49(6), pages 1603-1635, August.
    41. Brandvold, Morten & Molnár, Peter & Vagstad, Kristian & Andreas Valstad, Ole Christian, 2015. "Price discovery on Bitcoin exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 18-35.
    42. 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.
    43. Gina Pieters, 2016. "The Potential Impact of Decentralized Virtual Currency on Monetary Policy," Annual Report, Globalization and Monetary Policy Institute, Federal Reserve Bank of Dallas, pages 20-25.
    44. Soyoung Kim, 2016. "What Is Learned from a Currency Crisis, Fear of Floating, or Hollow Middle? Identifying Exchange Rate Policy in Crisis Countries," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 105-146, December.
    45. Bahmani-Oskooee, Mohsen & Miteza, Ilir & Nasir, A. B. M., 2002. "The long-run relation between black market and official exchange rates: evidence from panel cointegration," Economics Letters, Elsevier, vol. 76(3), pages 397-404, August.
    46. Cheah, Eng-Tuck & Fry, John, 2015. "Speculative bubbles in Bitcoin markets? An empirical investigation into the fundamental value of Bitcoin," Economics Letters, Elsevier, vol. 130(C), pages 32-36.
    47. Jay C. Shambaugh, 2004. "The Effect of Fixed Exchange Rates on Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 301-352.
    48. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 599-646.
    49. Warren E. Weber, 2016. "A Bitcoin Standard: Lessons from the Gold Standard," Staff Working Papers 16-14, Bank of Canada.
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    More about this item

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F38 - International Economics - - International Finance - - - International Financial Policy: Financial Transactions Tax; Capital Controls
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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