Silvio John, Camilleri and Nicolanne, Scicluna and Ye, Bai (2019): Do Stock Markets Lead or Lag Macroeconomic Variables? Evidence from Select European Countries. Published in: The North American Journal of Economics and Finance No. 48 (2019): pp. 170-186.
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Abstract
This study examines the connections between stock prices and key macroeconomic indicators: inflation, industrial production, interest rates, money supply and select interactions between the latter group of variables. Such links are evaluated through vector-autoregressions (VARs) on monthly data spanning over the period 1999-2017, for Belgium, France, Germany, Netherlands and Portugal. We check whether such relations are confirmed across different sub-periods and also adopt a non-parametric approach by using a Pesaran-Timmermann test. We find different contemporaneous and lead-lag relationships between stock prices and the selected variables, although there are variations across countries. VAR models indicate that stock prices significantly lead inflation across all countries during the sample period and in most cases this relationship was positive. In addition, stock prices significantly lead industrial production in four of the sampled countries and these relationships were positive as well. Contrary to long-established finance theories, we did not find numerous significant links between interest rates and stock indices; however the interaction between interest rates and money supply was a leading indicator of stock prices in France, Germany and Portugal.
Item Type: | MPRA Paper |
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Original Title: | Do Stock Markets Lead or Lag Macroeconomic Variables? Evidence from Select European Countries |
Language: | English |
Keywords: | Stock prices, Macroeconomic indicators, Pesaran-Timmermann test, Structural breakpoint tests, Vector autoregression |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G10 - General G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets |
Item ID: | 95299 |
Depositing User: | Dr Silvio John Camilleri |
Date Deposited: | 23 Jul 2019 16:22 |
Last Modified: | 28 Sep 2019 08:46 |
References: | Abdullah, D.A. Hayworth, S.C., 1993. Macroeconometrics of stock price fluctuations. Quarterly Journal of Business and Economics, 32(1), 50-67. Abugri, B.A., 2008. Empirical relationship between macroeconomic volatility and stock returns: Evidence from Latin American markets. International Review of Financal Analysis, 17, 396-410. Adam, A.M., Tweneboah, G., 2008. Macroeconomic factors and stock market movement: evidence from Ghana. Unpublished Working Paper. https://mpra.ub.uni-muenchen.de/11256/. Akbar, M., Ali, S., Khan F.M., 2011. The relationship of stock prices and macroeconomic variables revisited: Evidence from Karachi stock exchange. African Journal of Business Management, 6(4), 1315-1322. Alam, N., 2017. Analysis of the impact of select macroeconomic variables on the Indian stock market: A heteroscedastic cointegration approach. Business and Economic Horizons, 13(1), 119-127. Al-Shami, H.A.A., Ibrahim, Y., 2013. The effects of macro-economic indicators on stock returns: Evidence from Kuwait stock market. American Journal of Economics, 3(5C), 57-66. Anderson, H.D., Balli, F, Godber, C., 2018. The effect of macroeconomic announcements at a sectoral level in the US and European Union. Research in International Business and Finance, 44, 256–272. Andrieș, A.M., Ihnatov, I., Tiwari, A.K., 2014. Analyzing time–frequency relationship between interest rate, stock price and exchange rate through continuous wavelet. Economic Modelling, 41, 227-238. Antonakakis, N., Gupta, R., Tiwari, A.K., 2017. Has the correlation of inflation and stock prices changed in the United States over the last two centuries. Research in International Business and Finance, 42, 1-8. Ariff, M., Chung, T, Shamsher, M., 2012. Money supply, interest rate, liquidity and share prices: A test of their linkage. Global Finance Journal, 23, 202–220. Asmy, M., Rohilina, W., Hassama, A., Fouad, M., 2010. Effects of macroeconomic variables on stock prices in Malaysia: An approach of error correction model. The Global Journal of Finance and Economics, 7(2), 149-168. Bai, J., 1997. Estimation of a change point in multiple regression models. Review of Economics and Statistics, 79(4), 551-563. Bai, J., Perron, P., 2003. Critical values for multiple structural change tests. Econometrics Journal, 6(1), 72-78. Bai, Y., Green, C.J., 2011. Determinants of cross-sectional stock return variations in emerging markets. Empirical Economics, 41(1), 81-102. Balcilar, M., Cakan, E., Gupta, R, 2017. Does US news impact Asian emerging markets? Evidence from nonparametric causality-in-quantiles test. North American Journal of Economics and Finance, 41, 32-43. Bampinas, G., Panagiotidis, T., 2016. Hedging inflation with individual US stocks: A long-run portfolio analysis. North American Journal of Economics and Finance, 37, 374-392. Bekiros, S., Muzaffar, A., Uddin, G., Vidal-García, J., 2017. Money supply and inflation dynamics in the Asia-Pacific economies: A time-frequency approach. Studies in Nonlinear Dynamics & Econometrics, 21(3). Bernanke, B.S., Gertler, M., 2000. Monetary policy and asset price volatility (No. w7559). National Bureau of Economic Research. Bernanke, B.S., Gertler, M., Gilchrist, S., 1996. The financial accelerator and the flight to quality, Review of Economics and Statistics, 78(1), 1-15. Bhattarai, K., 2011. Impact of exchange rate and money supply on growth, inflation and interest rates in the UK. International Journal of Monetary Economics and Finance, 4(4), 355-371. Bjørnland, H.C., Leitemo, K., 2009. Identifying the interdependence between US monetary policy and the stock market. Journal of Monetary Economics, 56(2), 275-282. Bredin, D., Hyde, S., 2005. Regime changes in the relationship between stock returns and the macroeconomy. Unpublished Working Paper https://papers.ssrn.com/ sol3/papers.cfm?abstract_id=686878 Camilleri, S.J., Falzon, J., 2013. The challenges of productivity growth in the small island states of Europe: A critical look at Malta and Cyprus. Island Studies Journal, 8(1), 131-164. Camilleri, S.J., Galea, G., 2009. The diversification potential offered by emerging markets in recent years. The FEMA Research Bulletin, 1(3), 21-37. Camilleri, S.J., Green, C. J., 2014. Stock market predictability: Non-synchronous trading or inefficient markets? Evidence from the national stock exchange of India. Studies in Economics and Finance, 31(4), 354-370. Camilleri, S.J., 2010. Response of Indian equities to U.S. stock market movements of the prior trading day. In: G. N. Gregoriou, ed. Emerging Markets: Performance, Analysis and Innovation. Florida: CRC Press – Taylor and Francis Group, 493-508. Camilleri, S.J., 2015. Do call auctions curtail price volatility? Evidence from the National Stock Exchange of India. Managerial Finance, 41(1), 67-79. Chauvet, M., Potter, S., 2000. Coincident and leading indicators of the stock market. Journal of Empirical Finance, 7(1), 87-111. Chen, N., Roll, R., Ross, S.A., 1986. Economic forces and the stock market. The Journal of Business, 59(3), 383–403. Cheung, Y.W., & Lai, K., 1999. Macroeconomic determinants of long-term stock market comovements among major EMS countries, Applied Financial Economics, 9(1), 73-85. Cogley, T., Sargent, T.J., 2001. Evolving post-world war II US inflation dynamics. NBER Macroeconomics Annual, 16, 331-373. Day, T.E., Wang, P., 2002. Dividends, nonsynchronous prices, and the returns from trading the Dow Jones Industrial Average. Journal of Empirical Finance, Volume 9, 431-454. Dhakal, D., Kandil, M., Sharma, S.C., 1993. Causality between the money supply and share prices: a VAR investigation. Quarterly Journal of Business and Economics, 32(3), 52-74. European Commission, 2014. Assessment of the 2014 national reforms programme and stability programme for the Netherlands. Available at: https://ec.europa.eu/info/sites/info/files/file_import/swd2014_netherlands_en_0.pdf European Commission, 2017. Country Report for Belgium. Available at: https://ec.europa.eu/info/publications/2017-european-semester-country-reports_en Fischer, S., Merton, R.C., 1984. Macroeconomics and finance: The role of the stock market. Carnegie-Rochester Conference Series on Public Policy, (21), 57-108. Fufa, T., Kim, J., 2018. Stock markets, banks, and economic growth: Evidence from more homogeneous panels. Research in International Business and Finance, 44, 504–517. Gan, C., Lee, M., Yong, H.H.A., Zhang, J., 2006. Macroeconomic variables and stock market interactions: New Zealand evidence. Investment Management and Financial Innovations, 3(4), 89–101. Gordon, M.J., 1962. The investment, financing, and valuation of the corporation. Homewood, IL: Richard D. Irwin, Inc. Richard D. Irwin, Inc. Granger, C.W.J., 1969. Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438. Gupta, R., Risse, M., Volkman, D., Wohar, M., forthcoming. The role of term spread and pattern changes in predicting stock returns and volatility of the United Kingdom: Evidence from a nonparametric causality-in-quantiles test using over 250 years of data. North American Journal of Economics and Finance. Gurgul, H., Lach, Ł., 2010. The causal link between Polish stock market and key macroeconomic aggregates. Betriebswirtschaftliche Forschung und Praxis, 62(4), 367-384. Hacker, R.S., Karlsson, H.K., Månsson, K., 2014. An investigation of the causal relations between exchange rates and interest rate differentials using wavelets. International Review of Economics & Finance, 29, 321-329. Hammoudeh, S., Sari, R, 2000. Financial CDs, stock market and interest rates: Which drives which?. North American Journal of Economics and Finance, 22, 257-276. Hanousek, J., Filer, R.K., 2000. Relationship between economic factors and equity markets in Central Europe. Economics of Transition, 8(3), 623-638. Hendershott, T.J., Moulton, P.C., 2011. Automation, speed, and stock market quality: The NYSE‘s hybrid. Journal of Financial Markets, 14(4), 568-604. Hosseini, S.M., Ahmad, Z., 2011. The role of macroeconomic variables on stock market index in China and India. International Journal of Economics and Finance, 3(6), 233– 243. Retrieved from http://doi.org/10.5539/ijef.v3n6p233 Hsing, Y., Hsieh, W.J., 2012. Impacts of macroeconomic variables on the stock market index in Poland: New evidence. Journal of Business Economics and Management, 13(2), 334-343. Humpe, A., Macmillian, P., 2009. Can macroeconomic variables explain long term stock market movements? A comparison of the US and Japan. Applied Financial Economics, 19(2), 111-119. Hussain, A., Rafique, M., Khalil, A., Nawaz, M., 2013. Macroeconomic determinants of stock price variations: an economic analysis of KSE-100 index. Pakistan Journal of Humanities and Social Sciences, 1(1), 28-46. Ikoku, A.E., 2010. Is the stock market a leading indicator of economic activity in Nigeria? CBN Journal of Applied Statistics, 1(1), 17-38. Jammazi, R., Ferrer, R., Jareño, F., Hammoudeh, S.M., 2017. Main driving factors of the interest rate-stock market Granger causality. International Review of Financial Analysis, Volume 52, 260-280. Kandir, S.Y., 2008. Macroeconomic variables, firm characteristics and stock returns: Evidence from Turkey. International Research Journal of Finance and Economics, 16(1), 35–45 Kim, J-R., 2003. The stock return-inflation puzzle and the asymmetric causality in stock returns, inflation and real activity. Economics Letters, January, 80(2), 155-160. Kolluri, B., Wahab, M., 2008. Stock returns and expected inflation: Evidence from an asymmetric test specification. Review of Quantitative Finance and Accounting, 30(4), 371-395. Kotkatvuori-Örnberg, J., Nikkinen, J., Äijö, J., 2013. Stock market correlations during the financial crisis of 2008–2009: Evidence from 50 equity markets. International Review of Financial Analysis, 28(1), 70-78. 10.1016/j.irfa.2013.01.009. Krieger, K., Mauck, N., Vazquez, J., 2015. Comparing U.S. and European market volatility responses to interest rate policy announcements. International Review of Financial Analysis, Volume 39, 127-136. Laopodis, N.T., 2011. Equity prices and macroeconomic fundamentals: International evidence. Journal of International Financial Markets, Institutions and Money, 21(2), 247-276. Lee, B.S., 1992. Causal relations among stock returns, interest rates, real activity, and inflation. The Journal of Finance, 47(4), 1591-1603. Liew, P., Lim, K., Goh, K, 2018. Foreign equity flows: Boon or bane to the liquidity of Malaysian stock market?. North American Journal of Economics and Finance, 45, 161-181. Mensi, W., Hammoudeh, S., Kang, S.H., 2017. Risk spillovers and portfolio management between developed and BRICS stock markets. North American Journal of Economics and Finance, 41, 133-155. Mok, H.M., 1993. Causality of interest rate, exchange rate and stock prices at stock market open and close in Hong Kong. Asia Pacific Journal of Management, 10(2), 123-143. Mukherjee, T.K., Naka, A., 1995. Dynamic relations between macroeconomic variables and the Japanese stock market: an application of a vector error correction model. Journal of Financial Research, 18(2), 223-237. Naik, P.K., Padhi, P., 2012. Interaction of macroeconomic factors and stock market index: empirical evidence from indian data. Unpublished Working Paper https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2150208 Narayan, P.K., Narayan, S., Singh, H., 2014. The determinants of stock prices: New evidence from the Indian banking sector. Emerging Markets Finance and Trade, 50(2), 5-15. Ngoc Tran, T.B., 2017. Speculative bubbles in emerging stock markets and macroeconomic factors: A new empirical evidence for Asia and Latin America. Research in International Business and Finance, 42, 454–467. Ozcelebi, O., 2014, Possible effects of the stock market movements on interest rates, output and inflation: empirical evidence from the emerging markets of Europe. Global Business and Economics Review, 16(2), 179-201. Peiró, A., 2016. Stock prices and macroeconomic factors: Some European evidence. International Review of Economics and Finance, 41(C), 287-294. Perron, P., 2006. Dealing with structural breaks. In: Patterson, K., Mills, T.C. (Eds.), Palgrave Handbook of Econometrics, Vol. 1: Econometric Theory, Palgrave Macmilan, Basingstoke, 278-352. Pesaran, M.H., Timmermann, A., 1992, A simple non-parametric test of predictive performance. Journal of Business and Economic Statistics, 10(4), 461-465. Plíhal, T., 2016. Granger causality between stock market and macroeconomis indicators: Evidence from Germany. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 64(228), 2101-2108. Ratanapakorn, O., Sharma, S.C., 2007. Dynamic analysis between the US stock returns and the macroeconomic variables. Applied Financial Economics, 17(5), 369-377. Rjoub, H., Türsoy, T., Nil, G., 2009. The effects of macroeconomic factors on stock returns: Istanbul stock market. Studies in Economics and Finance, 26(1), 36-45. Sargent, T.J., 1999. A primer on monetary and fiscal policy. Journal of Banking & Finance, 23(10), 1463-1482. Sellin, P., 2001. Monetary policy and the stock market: theory and empirical evidence. Journal of Economic Surveys, 15(4), 491-541. Stock, J.H., Watson, M.W., 1990. New indexes of coincident and leading economic indicators. In: O. J. Blanchard & S. Fischer, eds. NBER Macroeconomics Annual 1989, Volume 4. s.l.:National Bureau of Economic Research, 351-409. Suhaibu, I., Harvey, S.K., Amidu, M., 2017. The impact of monetary policy on stock market performance: Evidence from twelve (12) African countries. Research in International Business and Finance, 42, 1372-1382. Thorbecke, W., 1997. On stock market returns and monetary policy. The Journal of Finance, 52(2), 635-654. Valcarcel, V.J., 2012. The dynamic adjustments of stock prices to inflation disturbances. Journal of Economics and Business, 64(2), 117-144. Worthington, A. C., Higgs, H., 2004. Random walks and market efficiency in European equity markets. Global Journal of Finance and Economics, 1(1), 59-78. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/95299 |