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Determining the causality between U.S. presidential prediction markets and global financial markets

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  • Yaser Abolghasemi
  • Stanko Dimitrov

Abstract

Prediction markets trade securities with final prices contingent on the outcome of future events, for example, who will win the next political election. We show how the outcome of a United States presidential election, information captured by prediction markets, impacts global financial markets. We investigate the existence of a causal relationship between various prediction markets and global financial markets time series for over 27 different countries and regions using Dow Jones Global Indexes. We construct vector auto‐regressive models and use the Toda–Yamamoto causality test to deal with non‐stationary time series. Preliminary results indicate that prediction markets may be used to predict some global financial markets.

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  • Yaser Abolghasemi & Stanko Dimitrov, 2021. "Determining the causality between U.S. presidential prediction markets and global financial markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4534-4556, July.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:3:p:4534-4556
    DOI: 10.1002/ijfe.2029
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    1. Alesina, Alberto & Sachs, Jeffrey, 1988. "Political Parties and the Business Cycle in the United States, 1948-1984," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(1), pages 63-82, February.
    2. George Bittlingmayer, 1998. "Output, Stock Volatility, and Political Uncertainty in a Natural Experiment: Germany, 1880-1940," Journal of Finance, American Finance Association, vol. 53(6), pages 2243-2257, December.
    3. Michael C. Herron & James Lavin & Donald Cram & Jay Silver, 1999. "Measurement of Political Effects in the United States Economy: A Study of the 1992 Presidential Election," Economics and Politics, Wiley Blackwell, vol. 11(1), pages 51-81, March.
    4. Hibbs, Douglas A., 1977. "Political Parties and Macroeconomic Policy," American Political Science Review, Cambridge University Press, vol. 71(4), pages 1467-1487, December.
    5. Fair, Ray C, 1978. "The Effect of Economic Events on Votes for President," The Review of Economics and Statistics, MIT Press, vol. 60(2), pages 159-173, May.
    6. de Haan, Jakob & Sturm, Jan-Egbert, 1994. "Political and Institutional Determinants of Fiscal Policy in the European Community," Public Choice, Springer, vol. 80(1-2), pages 157-172, July.
    7. Torsten Persson & Gerard Roland & Guido Tabellini, 2003. "How Do Electoral Rules Shape Party Structures, Government Coalitions and Economic Policies?," Working Papers 251, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    8. Volkerink, Bjorn & De Haan, Jakob, 2001. "Fragmented Government Effects on Fiscal Policy: New Evidence," Public Choice, Springer, vol. 109(3-4), pages 221-242, December.
    9. Wisniewski, Tomasz Piotr, 2016. "Is there a link between politics and stock returns? A literature survey," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 15-23.
    10. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    11. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    12. Gemmill, Gordon, 1992. "Political risk and market efficiency: Tests based in British stock and options markets in the 1987 election," Journal of Banking & Finance, Elsevier, vol. 16(1), pages 211-231, February.
    13. Maria Rosa Borges, 2010. "Efficient market hypothesis in European stock markets," The European Journal of Finance, Taylor & Francis Journals, vol. 16(7), pages 711-726.
    14. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    15. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    16. 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.
    17. Cooray, Arusha. & Wickremasinghe, Guneratne., 2007. "The efficiency of emerging stock markets: empirical evidence from the south asian region," Journal of Developing Areas, Tennessee State University, College of Business, vol. 41(1), pages 171-183, September.
    18. Stephen R Foerster & John J Schmitz, 1997. "The Transmission of U.S. Election Cycles to International Stock Returns," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(1), pages 1-27, March.
    19. Bialkowski, Jedrzej & Gottschalk, Katrin & Wisniewski, Tomasz Piotr, 2008. "Stock market volatility around national elections," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1941-1953, September.
    20. Breen, William & Glosten, Lawrence R & Jagannathan, Ravi, 1989. " Economic Significance of Predictable Variations in Stock Index Returns," Journal of Finance, American Finance Association, vol. 44(5), pages 1177-1189, December.
    21. Dopke, Jorg & Pierdzioch, Christian, 2006. "Politics and the stock market: Evidence from Germany," European Journal of Political Economy, Elsevier, vol. 22(4), pages 925-943, December.
    22. Schwert, G William, 2002. "Tests for Unit Roots: A Monte Carlo Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 5-17, January.
    23. Joyce E. Berg & Thomas A. Rietz, 2003. "Prediction Markets as Decision Support Systems," Information Systems Frontiers, Springer, vol. 5(1), pages 79-93, January.
    24. 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.
    25. Pedro Santa‐Clara & Rossen Valkanov, 2003. "The Presidential Puzzle: Political Cycles and the Stock Market," Journal of Finance, American Finance Association, vol. 58(5), pages 1841-1872, October.
    26. J. M. Steeley, 2003. "Making political capital: the behaviour of the UK capital markets during Election'97," Applied Financial Economics, Taylor & Francis Journals, vol. 13(2), pages 85-95.
    27. 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.
    28. Jared Cahan & Christopher Malone & John Powell & Udomsak Wong Choti, 2005. "Stock market political cycles in a small, two-party democracy," Applied Economics Letters, Taylor & Francis Journals, vol. 12(12), pages 735-740.
    29. Rogoff, Kenneth, 1990. "Equilibrium Political Budget Cycles," American Economic Review, American Economic Association, vol. 80(1), pages 21-36, March.
    30. Roland Füss & Michael Bechtel, 2008. "Partisan politics and stock market performance: The effect of expected government partisanship on stock returns in the 2002 German federal election," Public Choice, Springer, vol. 135(3), pages 131-150, June.
    31. Jean-Marie Dufour & Eric Renault, 1998. "Short Run and Long Run Causality in Time Series: Theory," Econometrica, Econometric Society, vol. 66(5), pages 1099-1126, September.
    32. Alberto F. Alesina & Roberto Perotti, 1999. "Budget Deficits and Budget Institutions," NBER Chapters, in: Fiscal Institutions and Fiscal Performance, pages 13-36, National Bureau of Economic Research, Inc.
    33. Jesús Gonzalo & Jean‐Yves Pitarakis, 2002. "Lag length estimation in large dimensional systems," Journal of Time Series Analysis, Wiley Blackwell, vol. 23(4), pages 401-423, July.
    34. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    35. Jui-Cheng Hung & Shi-Jie Jiang & Chien-Liang Chiu, 2007. "Jump risk of Presidential election: evidence from Taiwan stock and foreign exchange markets," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2231-2240.
    36. A. Hatemi-J & R. S. Hacker, 2009. "Can the LR test be helpful in choosing the optimal lag order in the VAR model when information criteria suggest different lag orders?," Applied Economics, Taylor & Francis Journals, vol. 41(9), pages 1121-1125.
    37. Alberto Alesina & Nouriel Roubini, 1992. "Political Cycles in OECD Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 663-688.
    38. Robert Hudson & Kevin Keasey & Mike Dempsey, 1998. "Share prices under Tory and Labour governments in the UK since 1945," Applied Financial Economics, Taylor & Francis Journals, vol. 8(4), pages 389-400.
    39. Chien-Liang Chiu & Chun-Da Chen & Wan-Wei Tang, 2005. "Political elections and foreign investor trading in South Korea's financial markets," Applied Economics Letters, Taylor & Francis Journals, vol. 12(11), pages 673-677.
    40. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    41. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    42. Zapata, Hector O & Rambaldi, Alicia N, 1997. "Monte Carlo Evidence on Cointegration and Causation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 285-298, May.
    43. Liu, Li & Zhang, Tao, 2015. "Economic policy uncertainty and stock market volatility," Finance Research Letters, Elsevier, vol. 15(C), pages 99-105.
    44. Lim, Kian-Ping & Brooks, Robert D. & Kim, Jae H., 2008. "Financial crisis and stock market efficiency: Empirical evidence from Asian countries," International Review of Financial Analysis, Elsevier, vol. 17(3), pages 571-591, June.
    45. William D. Nordhaus, 1975. "The Political Business Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(2), pages 169-190.
    46. Pantzalis, Christos & Stangeland, David A. & Turtle, Harry J., 2000. "Political elections and the resolution of uncertainty: The international evidence," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1575-1604, October.
    47. Kim, Jae H. & Shamsuddin, Abul, 2008. "Are Asian stock markets efficient? Evidence from new multiple variance ratio tests," Journal of Empirical Finance, Elsevier, vol. 15(3), pages 518-532, June.
    48. Knight*, Brian, 2007. "Are policy platforms capitalized into equity prices? Evidence from the Bush/Gore 2000 Presidential Election," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 389-409, February.
    49. Arora, Vivek & Vamvakidis, Athanasios, 2004. "The Impact of U.S. Economic Growth on the Rest of the World: How Much Does It Matter?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 19, pages 1-18.
    50. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    51. Erikson, Robert S., 1989. "Economic Conditions and the Presidential Vote," American Political Science Review, Cambridge University Press, vol. 83(2), pages 567-573, June.
    52. Yi-Hsien Wang & Chin-Tsai Lin, 2008. "Empirical analysis of political uncertainty on TAIEX stock market," Applied Economics Letters, Taylor & Francis Journals, vol. 15(7), pages 545-550.
    53. Steven J. Davis, 2016. "An Index of Global Economic Policy Uncertainty," NBER Working Papers 22740, National Bureau of Economic Research, Inc.
    54. Snowberg, Erik & Wolfers, Justin & Zitzewitz, Eric, 2007. "Party Influence in Congress and the Economy," Quarterly Journal of Political Science, now publishers, vol. 2(3), pages 277-286, August.
    55. Jensen, Michael C., 1978. "Some anomalous evidence regarding market efficiency," Journal of Financial Economics, Elsevier, vol. 6(2-3), pages 95-101.
    56. Godfrey, Leslie G, 1978. "Testing against General Autoregressive and Moving Average Error Models When the Regressors Include Lagged Dependent Variables," Econometrica, Econometric Society, vol. 46(6), pages 1293-1301, November.
    57. Lamb, Reinhold P. & Ma, K. C. & Daniel Pace, R. & Kennedy, William F., 1997. "The congressional calendar and stock market performance," Financial Services Review, Elsevier, vol. 6(1), pages 19-25.
    58. Kim, Harold Y. & Mei, Jianping P., 2001. "What makes the stock market jump? An analysis of political risk on Hong Kong stock returns," Journal of International Money and Finance, Elsevier, vol. 20(7), pages 1003-1016, December.
    59. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    60. Brown, Keith C. & Harlow, W. V. & Tinic, Seha M., 1988. "Risk aversion, uncertain information, and market efficiency," Journal of Financial Economics, Elsevier, vol. 22(2), pages 355-385, December.
    61. Lavan Mahadeva and Paul Robinson, 2004. "Unit Root Testing in a Central Bank," Handbooks, Centre for Central Banking Studies, Bank of England, number 22, April.
    62. R. Scott Hacker & Abdulnasser Hatemi-J, 2006. "Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1489-1500.
    63. Damir Tokic, 2003. "Emerging markets before the 1997 Asia Pacific financial crisis," Asia Pacific Business Review, Taylor & Francis Journals, vol. 9(3), pages 105-115, March.
    64. Karnizova, Lilia & Li, Jiaxiong (Chris), 2014. "Economic policy uncertainty, financial markets and probability of US recessions," Economics Letters, Elsevier, vol. 125(2), pages 261-265.
    65. Nouriel Roubini & Jeffrey Sachs, 1989. "Government Spending and Budget Deficits in the Industrial Economies," NBER Working Papers 2919, National Bureau of Economic Research, Inc.
    66. Kathleen Bawn & Frances Rosenbluth, 2006. "Short versus Long Coalitions: Electoral Accountability and the Size of the Public Sector," American Journal of Political Science, John Wiley & Sons, vol. 50(2), pages 251-265, April.
    67. Jorge L. Urrutia, 1995. "Tests Of Random Walk And Market Efficiency For Latin American Emerging Equity Markets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(3), pages 299-309, September.
    68. Berg, Joyce E. & Nelson, Forrest D. & Rietz, Thomas A., 2008. "Prediction market accuracy in the long run," International Journal of Forecasting, Elsevier, vol. 24(2), pages 285-300.
    69. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    70. Anthony Aylward & Jack Glen, 2000. "Some international evidence on stock prices as leading indicators of economic activity," Applied Financial Economics, Taylor & Francis Journals, vol. 10(1), pages 1-14.
    71. Balvers, Ronald J & Cosimano, Thomas F & McDonald, Bill, 1990. "Predicting Stock Returns in an Efficient Market," Journal of Finance, American Finance Association, vol. 45(4), pages 1109-1128, September.
    72. Ferson, Wayne E & Harvey, Campbell R, 1993. "The Risk and Predictability of International Equity Returns," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 527-566.
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