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  • Wei-Fong Pan (a1)

This study estimates the response of macroeconomic variables to stock market fluctuations in Japan and the United States. It emphasizes the economy's reaction to stock market bubbles and crashes. To do this, I propose a new way to identify bubbles and crashes by testing price-to-fundamental ratios using the newly developed trend-filtering approach. Regardless of the measures used, both countries' macroeconomy tends to respond positively to the positive shock of stock price. Asymmetric effects of the stock market are observed. Japan's macroeconomic variables, especially investment and industrial production, are more sensitive to market crashes, while those of the United States are more sensitive to stock bubbles. Finally, I provide evidence that market sentiment can affect the economy either directly or indirectly through the stock market.

Corresponding author
Address correspondence to: Wei-Fong Pan, Research Institute, First Capital Securities Co., Ltd., 18/F, Investment Bank Building, No. 115 Fuhua 1st Rd., Futian Dist., Shenzhen, China; e-mail:
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Acemoglu, Daron and Scott, Andrew (1994) Consumer confidence and rational expectations: Are agents' beliefs consistent with the theory? Economic Journal 104, 119.
Akerlof, George A. and Shiller, Robert J. (2010) Animal Spirits: How Human Psychology Drives the Economy, and Why it Matters for Global Capitalism. Princeton, NJ: Princeton University Press.
Anundsen, André K., Gerdrup, Karsten, Hansen, Frank, and Kragh-Sørensen, Kasper (2016) Bubbles and crises: The role of house prices and credit. Journal of Applied Econometrics 31 (7), 12911311.
Baker, Malcolm and Wurgler, Jeffrey (2006) Investor sentiment and the cross-section of stock returns. Journal of Finance 61 (4), 16451680.
Baker, Malcolm and Wurgler, Jeffrey (2007) Investor sentiment in the stock market. Journal of Economic Perspectives 21 (2), 129152.
Barnichon, Regis (2010) Building a composite help-wanted index. Economics Letters 109 (3), 175178.
Bernanke, Ben S. and Gertler, Mark (1989) Agency costs, net worth, and business fluctuations. American Economic Review 79 (1), 1431.
Bernanke, Ben S., Gertler, Mark, and Gilchrist, Simon (1999) The financial accelerator in a quantitative business cycle framework. Handbook of Macroeconomics 1, 13411393.
Bjørnland, Hilde C. (2000) Detrending methods and stylized facts of business cycles in Norway – An international comparison. Empirical Economics 25 (3), 369392.
Bloom, Nicholas (2009) The impact of uncertainty shocks. Econometrica 77 (3), 623685.
Borio, Claudio E.V. and Lowe, Philip W. (2002) Asset Prices, Financial and Monetary Stability: Exploring the Nexus. BIS working paper 114, Basel: Bank of International Settlements.
Brunnermeier, Markus K. and Oehmke, Martin (2013) Bubbles, financial crises, and systemic risk. In Constantinides, G. M., Harris, M., and Stulz, R. M. (eds.), Handbook of the Economics of Finance, pp. 12211288. Amsterdam: Elsevier.
Caballero, Ricardo J. and Krishnamurthy, Arvind (2006) Bubbles and capital flow volatility: Causes and risk management. Journal of Monetary Economics 53 (1), 3553.
Carlstrom, Charles T. and Fuerst, Timothy S. (1997) Agency costs, net worth, and business fluctuations: A computable general equilibrium analysis. American Economic Review 87, 893910.
Carroll, Christopher D., Otsuka, Misuzu, and Slacalek, Jiri (2011) How large are housing and financial wealth effects? A new approach. Journal of Money, Credit and Banking 43 (1), 5579.
Caspi, Itamar and Graham, Meital (2017) Testing for bubbles in stock markets with irregular dividend distribution. Finance Research Letters.
Chauvet, Marcelle and Guo, Jang-Ting (2003) Sunspots, animal spirits, and economic fluctuations. Macroeconomic Dynamics 7 (1), 140169.
Christiano, Lawrence J., Motto, Roberto, and Rostagno, Massimo (2014) Risk shocks. American Economic Review 104 (1), 2765.
Diamond, Peter A. (1965) National debt in a neoclassical growth model. American Economic Review 55 (5), 11261150.
Farhi, Emmanuel and Tirole, Jean (2011) Bubbly liquidity. Review of Economic Studies 79 (2), 678706.
Farmer, Roger E.A. (2012) The stock market crash of 2008 caused the Great Recession: Theory and evidence. Journal of Economic Dynamics and Control 36 (5), 693707.
Farmer, Roger E.A. (2013) Animal spirits, financial crises and persistent unemployment. Economic Journal 123 (568), 317340.
Farmer, Roger E.A. (2015) The stock market crash really did cause the great recession. Oxford Bulletin of Economics and Statistics 77 (5), 617633.
Farmer, Roger E.A. and Guo, Jang-Ting (1994) Real business cycles and the animal spirits hypothesis. Journal of Economic Theory 63 (1), 4272.
Futagami, Koichi and Shibata, Akihisa (2000) Growth effects of bubbles in an endogenous growth model. Japanese Economic Review 51 (2), 221235.
Goodhart, Charles and Hofmann, Boris (2008) House prices, money, credit, and the macroeconomy. Oxford Review of Economic Policy 24 (1), 180205.
Granger, Clive W. J. (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37 (3), 424438.
Grossman, Gene M. and Yanagawa, Noriyuki (1993) Asset bubbles and endogenous growth. Journal of Monetary Economics 31 (1), 319.
Hamilton, James D. (2017) Why you should never use the Hodrick–Prescott filter. Review of Economics and Statistics.
Hashimoto, Ken-ichi and Im, Ryonghun (2016) Bubbles and unemployment in an endogenous growth model. Oxford Economic Papers 68 (4), 10841106.
Herwartz, Helmut and Kholodilin, Konstantin A. (2014) In-sample and out-of-sample prediction of stock market bubbles: Cross-sectional evidence. Journal of Forecasting 33 (1), 1531.
Hodrick, Robert J. and Prescott, Edward C. (1997) Postwar US business cycles: An empirical investigation. Journal of Money, Credit and Banking 29 (1), 116.
Howrey, E. Philip (2001) The predictive power of the index of consumer sentiment. Brookings Papers on Economic Activity 2001 (1), 175207.
Jansen, W. Jos and Nahuis, Niek J. (2003) The stock market and consumer confidence: European evidence. Economics Letters 79 (1), 8998.
Jermann, Urban and Quadrini, Vincenzo (2012) Macroeconomic effects of financial shocks. American Economic Review 102 (1), 238271.
Jordà, Òscar (2005) Estimation and inference of impulse responses by local projections. American Economic Review 95 (1), 161182.
Jordà, Òscar (2009) Simultaneous confidence regions for impulse responses. The Review of Economics and Statistics 91 (3), 629647.
Jordà, Òscar, Schularick, Moritz, and Taylor, Alan M. (2015) Leveraged bubbles. Journal of Monetary Economics 76, S1S20.
Kaas, Leo, Pintus, Patrick A., and Ray, Simon (2016) Land collateral and labor market dynamics in France. European Economic Review 84, 202218.
Keynes, John M. (1936) The General Theory of Employment, Interest and Money. London: Macmillan and Co., Ltd.
Kindleberger, Charles P. and Aliber, Robert Z. (2005) Manias, Panics and Crashes: A History of Financial Crisis, 5th ed. Hoboken, NJ: John Wiley and Sons, Ltd.
King, Ian and Ferguson, Don (1993). Dynamic inefficiency, endogenous growth, and Ponzi games. Journal of Monetary Economics 32 (1), 79104.
Kiyotaki, Nobuhiro and Moore, John (1997) Credit cycles. Journal of Political Economy 105 (2), 211248.
Kunieda, Takuma and Shibata, Akihisa (2016) Asset bubbles, economic growth, and a self-fulfilling financial crisis. Journal of Monetary Economics 82, 7084.
Lettau, Martin and Ludvigson, Sydney (2001) Consumption, aggregate wealth, and expected stock returns. Journal of Finance 56 (3), 815849.
Lettau, Martin and Ludvigson, Sydney C. (2004) Understanding trend and cycle in asset values: Reevaluating the wealth effect on consumption. American Economic Review 94 (1), 276299.
Liu, Zheng, Miao, Jianjun, and Zha, Tao (2016) Land prices and unemployment. Journal of Monetary Economics 80, 86105.
Ludwig, Alexander and Sløk, Torsten (2004) The relationship between stock prices, house prices and consumption in OECD countries. The B.E. Journal of Macroeconomics 4 (1), 128.
Martin, Alberto and Ventura, Jaume (2012) Economic growth with bubbles. American Economic Review 102 (6), 30333058.
Matsusaka, John G. and Sbordone, Argia M.. (1995) Consumer confidence and economic fluctuations. Economic Inquiry 33 (2), 296318.
Mendoza, Enrique G. and Terrones, Marco E. (2008) An Anatomy of Credit Booms: Evidence From Macro Aggregates and Micro Data. National Bureau of Economic Research working paper 14049.
Miao, Jianjun and Wang, Pengfei (2011) Bubbles and Credit Constraints. Mimeo, Boston University.
Miao, Jianjun, Wang, Pengfei, and Xu, Lifang (2016) Stock market bubbles and unemployment. Economic Theory 61 (2), 273307.
Okina, Kunio, Shirakawa, Masaaki, and Shiratsuka, Shigenori (2001) The asset price bubble and monetary policy: Japan's experience in the late 1980s and the lessons. Monetary and Economic Studies (Special Edition) 19 (2), 395450.
Pan, Wei-Fong (2018) Does the stock market really cause unemployment? A cross-country analysis. North American Journal of Economics and Finance 44 (4), 3443.
Perli, Roberto (1998) Indeterminacy, home production, and the business cycle: A calibrated analysis. Journal of Monetary Economics 41 (1), 105125.
Phillips, Peter C.B., Shi, Shuping, and Yu, Jun (2015) Testing for multiple bubbles: Historical episodes of exuberance and collapse in the S&P 500. International Economic Review 56 (4), 10431078.
Phillips, Peter C.B., Wu, Yangru, and Yu, Jun (2011) Explosive behavior in the 1990s Nasdaq: When did exuberance escalate asset values? International Economic Review 52 (1), 201226.
Qiu, Lily and Welch, Ivo (2004) Investor Sentiment Measures. National Bureau of Economic Research working paper 10794.
Ravn, Morten O. and Uhlig, Harald (2002) On adjusting the Hodrick–Prescott filter for the frequency of observations. Review of Economics and Statistics 84 (2), 371376.
Soytas, Ugur, Sari, Ramazan, and Ewing, Bradley T. (2007) Energy consumption, income, and carbon emissions in the United States. Ecological Economics 62 (3–4), 482489.
Takao, Kizuku (2017) Asset bubbles and economic growth under endogenous market structure. Macroeconomic Dynamics. DOI: 10.1017/S1365100517000712
Tirole, Jean (1985) Asset bubbles and overlapping generations. Econometrica 53 (6), 14991528.
Toda, Hiro Y. and Yamamoto, Taku (1995) Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics 66 (1–2), 225250.
Ventura, Jaume (2012) Bubbles and capital flows. Journal of Economic Theory 147 (2), 738758.
Vuillemey, Guillaume and Wasmer, Etienne (2017) Frictional Unemployment with Stochastic Bubbles. Institute for the Study of Labor (IZA) discussion papers.
Weder, Mark (2000) Animal spirits, technology shocks and the business cycle. Journal of Economic Dynamics and Control 24 (2), 273295.
Weil, Philippe (1987) Confidence and the real value of money in an overlapping generations economy. Quarterly Journal of Economics 102 (1), 122.
Zapata, Hector O. and Rambaldi, Alicia N. (1997) Monte Carlo evidence on cointegration and causation. Oxford Bulletin of Economics and Statistics 59 (2), 285298.
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Macroeconomic Dynamics
  • ISSN: 1365-1005
  • EISSN: 1469-8056
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