Stock prices, uncertainty and risks: Evidence from developing and advanced economies
Main Article Content
Abstract
This paper studies the relationship between stock prices and three types of uncertainty: economic policy uncertainty, stock market volatility, and geopolitical risks. In particular, our aim is to determine whether these forms of uncertainty play the same role in developed and developing countries. With this purpose, we take Spain and Brazil as representative cases. In order to provide new insights into the abovementioned relationship, a cointegration approach is applied, specifically an ARDL model, using monthly data from the period January 2006-December 2019 for a series of financial and macroeconomic variables. The results obtained reveal that there is no uniform effect of uncertainty in stock markets of developing and developed countries. First, in Spain, there is a high perception of uncertainty in economic policy and stock market volatility, which impact negatively in share prices, both in the short and long term. Regarding Brazil, the global uncertainty in the stock markets has effects on share prices, in both time horizons. By contrast, geopolitical risks do not show any significant impact on Brazilian and Spanish share returns.
Keywords:
Downloads
Article Details
References
Ang, A., Hodrick, R.J., Xing, Y. and Zhang, X. (2006). The Cross-Section of Volatility and Expected Returns. Journal of Finance 61(1), 259-299. https://doi.org/10.1111/j.1540-6261.2006.00836.x
Ang, A., Hodrick, R.J., Xing, Y. and Zhang, X. (2009). High Idiosyncratic Volatility and Low Returns: International and Further U.S. Evidence. Journal of Financial Economics 91(1), 1-23. https://doi.org/10.1016/j.jfineco.2007.12.005
Baker, S.R., Bloom, N. and Davis, S.J. (2016). Measuring Economic Policy Uncertainty. The Quarterly Journal of Economics 131(4), 1593-1636. https://doi.org/10.1093/qje/qjw024
Basu, S. and Bundick, B. (2017). Uncertainty Shocks in a Model of Effective Demand. Econometrica 85(3), 937-958. https://doi.org/10.3982/ECTA13960
Belo, F., Gala, V.D. and Li, J. (2013). Government Spending, Political Cycles, and the Cross Section of Stock Returns. Journal of Financial Economics 107(2), 305-324. https://doi.org/10.1016/j.jfineco.2012.08.016
Bittlingmayer, G. (1998). Output, Stock Volatility, and Political Uncertainty in a Natural Experiment: Germany, 1880–1940. The Journal of Finance 53(6), 2243-2257. https://doi.org/10.1111/0022-1082.00090
Bloom, N. (2009). The Impact of Uncertainty Shocks. Econometrica 77(3), 623-685. https://doi.org/10.3982/ECTA6248
Bloom, N. (2014). Fluctuations in Uncertainty. Journal of Economic Perspectives 28(2), 153-76. https://doi.org/10.1257/jep.28.2.153
Bloom, N., Bond, S. and Van-Reenen, J. (2007). Uncertainty and Investment Dynamics. The Review of Economic Studies 74(2), 391-415. https://doi.org/10.1111/j.1467-937X.2007.00426.x
Born, B. and Pfeifer, J. (2014). Policy Risk and the Business Cycle. Journal of Monetary Economics 68, 68-85. https://doi.org/10.1016/j.jmoneco.2014.07.012
Boutchkova, M., Doshi, H., Durnev, A. and Molchanov, A. (2012). Precarious Politics and Return Volatility. The Review of Financial Studies 25(4), 1111-1154. https://doi.org/10.1093/rfs/hhr100
Brogaard, J. and Detzel, A.L. (2015). The Asset Pricing Implications of Government Economic Policy Uncertainty. Management Science 61(1), 3-18. https://doi.org/10.1287/mnsc.2014.2044
CaixaBank Research (2016). Incertidumbre y Mercado Bursátil. IM09, September 2016, p. 9. Retrieved from http://www.caixabankresearch.com
Caldara, D. and Iacoviello, M. (2019). Measuring Geopolitical Risk. International Finance Discussion Papers, Board of Governors of the Federal Reserve System (EEUU), Working Paper No. 1222. https://doi.org/10.17016/IFDP.2018.1222
Campbell, J. (1993). Intertemporal Asset Pricing without Consumption Data. American Economic Review 83(3), 487-512. https://doi.org/10.3386/w3989
Campbell, J. (1996). Understanding Risk and Return. The Journal of Political Economy 104(2), 298-345. https://doi.org/10.1086/262026
Carney, M. (2016). Uncertainty, the economy and policy. Speech given by Mark Carney, Governor of the Bank of England and Chairman of the Financial Stability Board, at the Bank of England, London, 30 June 2016. Retrieved of https://www.bankofengland.co.uk/speech/2016/uncertainty-the-economy-and-policy
Castellanos-García, P., Pérez-del-Río, I. and Sánchez-Santos, J.M. (2014). European Journal of Government and Economics 3(2), 148-161. https://doi.org/10.17979/ejge.2014.3.2.4303
CBOE (2019). White Paper. Cboe Volatility Index. Retrieved of https://cdn.cboe.com/resources/futures/vixwhite.pdf
Chen, J. (2003). Intertemporal CAPM and the Cross Section of Stock Returns. University of California Davis, unpublished paper. https://doi.org/10.2139/ssrn.301918
Chen, X., Ghysels, E. and Wang, F. (2015). Hybrid-garch: A Generic Class of Models for Volatility Predictions Using High Frequency Data. Statistica Sinica 25(2), 759-786. https://doi.org/10.5705/ss.2012.283
Coleman, S., Leone, V. and Medeiros, O.R. (2018). Latin American stock market dynamics and comovement. International Journal of Finance and Economics 24(3), 1109-1129.
Dixit, A.K. and Pindyck, R.S. (1994). Investment under Uncertainty (pp. 11-14). Princeton University Press, Nueva Jersey. https://doi.org/10.1515/9781400830176
Durnev, A. (2010). The Real Effects of Political Uncertainty: Elections and Investment Sensitivity to Stock Prices. McGill University, Working paper 22 December 2010. https://doi.org/10.2139/ssrn.1695382
Engle, R.F. and Granger, C.W.J. (1987). Cointegration and Error Correction: Representation, Estimation and Testing. Econometrica 55(2), 251-276. https://doi.org/10.2307/1913236
Erb, C.B., Harvey, C.R. and Viskanta, T.E. (1996). Expected Returns and Volatility in 135 Countries. The Journal of Portfolio Management 22(3), 46-58. https://doi.org/10.2139/ssrn.871253
Farago, A. and Tédongap, R. (2018). Downside Risks and the Cross-Section of Asset Returns. Journal of Financial Economics 129(1), 69-86. https://doi.org/10.1016/j.jfineco.2018.03.010
Federal Open Market Committee. Meeting Diciembre 2009. Retrieved from http://www.federalreserve.gov/monetarypolicy/fomcminutes20091216.htm
Fernández-Villaverde, J., Guerrón-Quintana, P., Kuester, K. and Rubio-Ramírez, J. (2015). Fiscal Volatility Shocks and Economic Activity. American Economic Review 105(11), 3352-3384. https://doi.org/10.1257/aer.20121236
Friedman, M. (1968). The Role of Monetary Policy. The American Economic Review 58(1), 1-17. Recuperado de https://www.jstor.org/stable/1831652?origin=JSTOR-pdf&seq=1
Giavazzi, F. and McMahon, M. (2012). Policy Uncertainty and Household Savings. The Review of Economics and Statistics 94(2), 517-531. https://doi.org/10.1162/REST_a_00158
Gregory, W.A. and Hansen, E.B. (1996). Residual-based test for cointegration in models with regime shifts. Journal of Econometrics 70(1), 99-126. https://doi.org/10.1016/0304-4076(69)41685-7
Hassett, K.A. and Metcalf, G.E. (1999). Investment with Uncertain Tax Policy: Does Random Tax Policy Discourage Investment? The Economic Journal 109(July), 372–393. https://doi.org/10.1111/1468-0297.00453
Higgs, R. (1997). Regime Uncertainty: Why the Great Depression Lasted So Long and Why Prosperity Resumed after the War. Independent Review 1(4), 561-590. Retrieved from https://www.jstor.org/stable/24560785?seq=1
Hollstein, F. and Prokopczuk, M. (2018). How Aggregate Volatility-of-Volatility Affects Stock Returns. The Review of Asset Pricing Studies 8(2), 253-292. https://doi.org/10.1093/rapstu/rax019
Ilut, C.L. and Schneider, M. (2014). Ambiguous Business Cycles. American Economic Review 104(8), 2368-99. https://doi.org/10.1257/aer.104.8.2368
IMF. World Economic Outlook: Coping with High Debt and Sluggish Growth. IMF Press, October 2012.
IMF. World Economic Outlook: Hopes, Realities, Risks. IMF Press, April 2013.
Julio, B. and Yook, Y. (2012). Political Uncertainty and Corporate Investment Cycles. Journal of Finance 67(1), 45-83. https://doi.org/10.1111/j.1540-6261.2011.01707.x
Kaeck, A. (2018). Variance-of-Variance Risk Premium, Review of Finance. European Finance Association 22(4), 1549-1579. https://doi.org/10.1093/rof/rfx008
Khan, J. and Khan, I. (2018). The Impact of Macroeconomic Variables on Stock Prices: A Case Study of Karachi Stock Exchange. Business and Economics Journal 9(3), 1-8. https://doi.org/10.4172/2151-6219.1000365
Koijen, R.S.J., Philipson, T.J. and Uhlig, H. (2016). Financial Health Economics. Econometrica 84(1), 195-242. https://doi.org/10.3982/ECTA11182
Leduc, S. and Liu, Z. (2015). Uncertainty Shocks are Aggregate Demand Shocks. Federal Reserve Bank of San Francisco, Working Paper No. 2012-10. https://doi.org/10.24148/wp2012-10
Li, J. and Born, J.A. (2006). Presidential Election Uncertainty and Common Stock Returns in the United States. The Journal of Financial Research 29(4), 609-22. https://doi.org/10.1111/j.1475-6803.2006.00197.x
Malkiel, B.G. and Xu, Y. (2006). Idiosyncratic Risk and Security Returns. Annual Meetings of the American Finance Association. The Econometrics Society Conference, Working Paper. Retrieved from https://personal.utdallas.edu/~yexiaoxu/IVOT_H.PDF
Markowitz, H. (1959). Portfolio Selection: Efficient Diversification of Investments. Yale University Press. Retrieved from https://www.jstor.org/stable/j.ctt1bh4c8h
Merton, R.C. (1973). Theory of Rational Option Pricing. The Bell Journal of Economics and Management Science 4(1), 141-183. https://doi.org/10.2307/3003143
OECD (2019). Equity Market Development in Latin America: Enhancing Access to Corporate Finance.
Pantzalis, C., Stangeland, D.A. and Turtle, H.J. (2000). Political Elections and the Resolution of Uncertainty: The international evidence. Journal of Banking and Finance 24(10), 1575-1604. https://doi.org/10.1016/S0378-4266(99)00093-X
Pastor, L. and Veronesi, P. (2012). Uncertainty about Government Policy and Stock Prices. Journal of Finance 67(4), 1219-1264. https://doi.org/10.1111/j.1540-6261.2012.01746.x
Pastor, L. and Veronesi, P. (2013). Political Uncertainty and Risk Premia. Journal of Financial Economics 110(3), 520-545. https://doi.org/10.1016/j.jfineco.2013.08.007
Pesaran, M.H. and Shin, Y. (1999). An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis. Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium, Strom, S. (ed.) Cambridge University Press, Cambrige. https://doi.org/10.1017/CCOL521633230.011
Pesaran, B. and Pesaran, H. (2009). Time Series Econometrics using Microfit 5.0. Oxford, England: Oxford University Press.
Pesaran, M.H., Shin, Y. and Smith, R.J. (2001). Bounds Testing Approaches to the Analysis of Level Relationships. Journal of Applied Economics 16(3), 289-326. https://doi.org/10.1002/jae.616
Rodrik, D. (1991). Policy Uncertainty and Private Investment, Journal of Development Economics. 36 (2), 229-242. https://doi.org/10.1016/0304-3878(91)90034-S
Santa-Clara, P. and Valkanov, R. (2003). The Presidential Puzzle: Political Cycles and the Stock Market. The Journal of Finance 58(5), 1841-1872. https://doi.org/10.1111/1540-6261.00590
Scotti, C. (2016). Surprise and Uncertainty Indexes: Real-time Aggregation of Real-Activity Macro-Surprises. Journal of Monetary Economics 82, 1-19. https://doi.org/10.1016/j.jmoneco.2016.06.002
Toda, H. and Yamamoto, T. (1995). Statistical Inference in Vector Autoregressions with Possibly Integrated Processes. Journal of Econometrics 66(1-2), 225-250. https://doi.org/10.1016/0304-4076(94)01616-8
Voth, H.J. (2003). Stock Price Volatility and Political Uncertainty: Evidence from the Interwar Period. MIT Department of Economics. Working Paper No. 02-09. https://doi.org/10.2139/ssrn.342641