Can Stock Investor Sentiment Be Contagious in China?

This paper explores the impact of investor sentiment on financial markets in China by taking the quantile causality test. We find that government bond markets, gold markets, and foreign exchange markets are affected by stock investor sentiment, except for in the corporate bond market. In extreme situations, such as excessively optimistic or pessimistic sentiment, these markets will become more vulnerable to suffering from drastic fluctuations. On the contrary, the market return in government bonds, corporate bonds, and foreign exchange also has an influence on stock investor sentiment. Moreover, these links show various asymmetry due to the heterogeneity of different financial markets. Our results are consistent with the noise trader model, which shows the impact of investor sentiment on market returns. Hence, the authorities can sustain the stabilization of financial markets by reducing information asymmetry, guiding the rational sentiment of investors, and increasing effective regulations.

[1]  David M. De Long Crossing probabilities for a square root boundary by a bessel process , 1981 .

[2]  L. Summers,et al.  Noise Trader Risk in Financial Markets , 1990, Journal of Political Economy.

[3]  L. Summers,et al.  The Noise Trader Approach to Finance , 1990 .

[4]  A. Shleifer,et al.  The stock market bubble of 1929: evidence from clsoed-end mutual funds , 1991, The Journal of Economic History.

[5]  D. Andrews Tests for Parameter Instability and Structural Change with Unknown Change Point , 1993 .

[6]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[7]  B. LeBaron,et al.  A test for independence based on the correlation dimension , 1996 .

[8]  N. Barberis,et al.  A Model of Investor Sentiment , 1997 .

[9]  R. Koenker,et al.  Goodness of Fit and Related Inference Processes for Quantile Regression , 1999 .

[10]  Michael T. Cliff,et al.  Investor Sentiment and the Near-Term Stock Market , 2001 .

[11]  Hélène Rey,et al.  Exchange Rate, Equity Prices and Capital Flows , 2002 .

[12]  B. Malkiel The Ef cient Market Hypothesis and Its Critics , 2003 .

[13]  Malcolm P. Baker,et al.  Investor Sentiment and the Cross-Section of Stock Returns , 2003 .

[14]  E. Dimson,et al.  Irrational Optimism , 2004 .

[15]  Xuezhong He,et al.  Commodity markets, price limiters and speculative price dynamics , 2005 .

[16]  J. Stein,et al.  Investor Sentiment and Corporate Finance: Micro and Macro , 2005 .

[17]  K. Singleton,et al.  How Sovereign is Sovereign Credit Risk? , 2007 .

[18]  Lukas Menkhoff,et al.  Investor sentiment in the US-dollar: Longer-term, non-linear orientation on PPP , 2008 .

[19]  R. Koenker,et al.  Regression Quantiles , 2007 .

[20]  Antonino Parisi,et al.  Forecasting gold price changes: Rolling and recursive neural network models , 2008 .

[21]  Lei Gao,et al.  Chinese institutional investors’ sentiment , 2008 .

[22]  E. Jouini,et al.  Unbiased Disagreement in Financial Markets, Waves of Pessimism and the Risk-Return Tradeoff , 2009 .

[23]  S. Y. Kandır,et al.  Investor Sentiment and Stock Returns: Evidence from Turkey , 2009 .

[24]  Jun Cai,et al.  Stock returns, order imbalances, and commonality: Evidence on individual, institutional, and proprietary investors in China , 2009 .

[25]  Zijun Wang,et al.  The Stock-Bond Correlation and Macroeconomic Conditions: One and a Half Centuries of Evidence , 2008 .

[26]  Ying Yuan,et al.  Measuring multifractality of stock price fluctuation using multifractal detrended fluctuation analysis , 2009 .

[27]  D. Baur,et al.  Institute for International Integration Studies Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence , 2022 .

[28]  B. Lucey,et al.  Institute for International Integration Studies Is Gold a Hedge or a Safe Haven? an Analysis of Stocks, Bonds and Gold Is Gold a Hedge or a Safe Haven? an Analysis of Stocks, Bonds and Gold , 2022 .

[29]  Hua Zhao Dynamic relationship between exchange rate and stock price: Evidence from China , 2010 .

[30]  Qiang Zhang,et al.  Does investor sentiment and stock return affect each other: (S)VAR model approach , 2010 .

[31]  F. Longstaff The subprime credit crisis and contagion in financial markets , 2010 .

[32]  R. Dieci,et al.  Heterogeneous speculators, endogenous fluctuations and interacting markets: A model of stock prices and exchange rates , 2010 .

[33]  Subhankar Nayak Investor sentiment and corporate bond yield spreads , 2010 .

[34]  Chun Qiu,et al.  Corporate Social Responsibility, Investor Behaviors, and Stock Market Returns: Evidence from a Natural Experiment in China , 2011 .

[35]  Andrew H. Chen,et al.  China's Corporate Bond Market Development , 2011 .

[36]  S. Heiden,et al.  Beyond Fundamentals: Investor Sentiment and Exchange Rate Forecasting , 2011 .

[37]  D. He,et al.  How Would Capital Account Liberalization Affect China's Capital Flows and the Renminbi Real Exchange Rates? , 2012 .

[38]  Gravity and culture in foreign portfolio investment , 2012 .

[39]  Li Liu,et al.  The relationships between Shanghai stock market and CNY/USD exchange rate: New evidence based on cross-correlation analysis, structural cointegration and nonlinear causality test , 2012 .

[40]  Guangxi Cao,et al.  Multifractal detrended cross-correlations between the Chinese exchange market and stock market , 2012 .

[41]  P. Corredor,et al.  Market Sentiment: A Key Factor of Investors’ Imitative Behaviour , 2012 .

[42]  I. Tsai The relationship between stock price index and exchange rate in Asian markets: A quantile regression approach , 2012 .

[43]  Joseph Yagil,et al.  Fear sentiments and gold price: testing causality in-mean and in-variance , 2012 .

[44]  M. Mohanty,et al.  Emerging Market Local Currency Bonds: Diversification and Stability , 2012 .

[45]  M. Soucek Crude oil, equity and gold futures open interest co-movements , 2013 .

[46]  Diego García Sentiment during Recessions: Sentiment during Recessions , 2013 .

[47]  Yongfeng Wang,et al.  Noise trading and stock returns: evidence from China , 2013 .

[48]  T. Chong,et al.  A principal component approach to measuring investor sentiment in China , 2014 .

[49]  Liuling Li,et al.  Is gold a hedge or a safe haven?Evidence from inflation and stock market , 2013 .

[50]  Investor heterogeneity and the cross-sectional stock returns in China☆ , 2013 .

[51]  M. Wohar,et al.  Causality between trading volume and returns: Evidence from quantile regressions , 2013 .

[52]  Guangxi Cao,et al.  Detrended cross-correlation analysis approach for assessing asymmetric multifractal detrended cross-correlations and their application to the Chinese financial market , 2014 .

[53]  Ling Liu,et al.  The effect of news and public mood on stock movements , 2014, Inf. Sci..

[54]  Wei Jiang,et al.  The study of the price of gold futures based on heterogeneous investors' overconfidence , 2014 .

[55]  Li Chen,et al.  News impact on stock price return via sentiment analysis , 2014, Knowl. Based Syst..

[56]  Balázs Csontó Emerging market sovereign bond spreads and shifts in global market sentiment , 2014 .

[57]  D. Hirshleifer,et al.  Behavioral Finance , 2014, Encyclopedia of Sustainable Management.

[58]  Jose Olmo,et al.  Investor sentiment and bond risk premia , 2014 .

[59]  Bo Tang Real Exchange Rate and Economic Growth in China: A Cointegrated VAR Approach , 2014 .

[60]  Chun Chang,et al.  Capital controls and optimal Chinese monetary policy , 2015 .

[61]  Duc Khuong Nguyen,et al.  World gold prices and stock returns in China: Insights for hedging and diversification strategies , 2015 .

[62]  F. Yu,et al.  Are Credit Ratings Relevant in China’s Corporate Bond Market? , 2015 .

[63]  Ruibin Geng,et al.  Prediction of financial distress: An empirical study of listed Chinese companies using data mining , 2015, Eur. J. Oper. Res..

[64]  Bharat R. Kolluri,et al.  An examination of co-movements of India's stock and government bond markets , 2015 .

[65]  S. Ozturk,et al.  A Sentiment Analysis of Twitter Content as a Predictor of Exchange Rate Movements , 2015, Review of Economic Analysis.

[66]  Hamid Rahman,et al.  The relationship between individual investor sentiment, stock return and volatility , 2015 .

[67]  B. Lucey,et al.  What precious metals act as safe havens, and when? Some US evidence , 2013 .

[68]  L. Smales Asymmetric volatility response to news sentiment in gold futures , 2015 .

[69]  Bo Zhu,et al.  Investor sentiment, accounting information and stock price: Evidence from China , 2016 .

[70]  A non-linear approach for predicting stock returns and volatility with the use of investor sentiment indices , 2016 .

[71]  N. Nomikos,et al.  Shipping Investor Sentiment and International Stock Return Predictability , 2016 .

[72]  Zongxin Qian,et al.  Regime-Dependent Determinants of China’s Sovereign Credit Default Swap Spread , 2016 .

[73]  Yulei Rao,et al.  Happiness and Stock-Market Participation: Empirical Evidence from China , 2016 .

[74]  Dorsaf Ben Aissia Home and foreign investor sentiment and the stock returns , 2016 .

[75]  J. Qiu,et al.  A nonlinear Granger causality test between stock returns and investor sentiment for Chinese stock market: a wavelet-based approach , 2016 .

[76]  Lu Sui,et al.  Spillover effects between exchange rates and stock prices: Evidence from BRICS around the recent global financial crisis , 2016 .

[77]  H. Stanley,et al.  Extreme risk spillover effects in world gold markets and the global financial crisis , 2016 .

[78]  S. Feuerriegel,et al.  News sentiment and overshooting of exchange rates , 2016 .

[79]  X. Gong,et al.  Accruals quality, underwriter reputation, and corporate bond underpricing: Evidence from China , 2017 .

[80]  A. Kempf,et al.  Investor sentiment, flight-to-quality, and corporate bond comovement , 2017 .

[81]  Chiwei Su,et al.  When Will Occur the Crude Oil Bubbles , 2017 .

[82]  K. Ho,et al.  Does news matter in China's foreign exchange market? Chinese RMB volatility and public information arrivals , 2017 .

[83]  Rangan Gupta,et al.  The effect of investor sentiment on gold market return dynamics: Evidence from a nonparametric causality-in-quantiles approach , 2017 .

[84]  C. Popescu,et al.  Assessment of the State of Implementation of Excellence Model Common Assessment Framework (CAF) 2013 by the National Institutes of Research – Development – Innovation in Romania , 2017 .

[85]  Does Gold Act as a Hedge and a Safe Haven for China’s Stock Market? , 2017 .

[86]  Matthias W. Uhl Emotions Matter: Sentiment and Momentum in Foreign Exchange , 2017 .

[87]  J. French Asset pricing with investor sentiment: On the use of investor group behavior to forecast ASEAN markets , 2017 .

[88]  Wei‐Fong Pan,et al.  Sentiment and asset price bubble in the precious metals markets , 2017, Finance Research Letters.

[89]  Liyan Han,et al.  Is the relationship between gold and the U.S. dollar always negative? The role of macroeconomic uncertainty , 2018 .

[90]  Kaijuan Gao,et al.  Margin trading, short selling, and bond yield spread , 2018 .

[91]  Nebojsa Dimic,et al.  Investor sentiment, soccer games and stock returns☆ , 2018 .

[92]  Liyan Han,et al.  Investor attention and currency performance: international evidence , 2018 .

[93]  S. Goutte,et al.  On the study of conditional dependence structure between oil, gold and USD exchange rates , 2018, International Review of Financial Analysis.

[94]  M. López-Cabarcos,et al.  Does social network sentiment influence the relationship between the S&P 500 and gold returns? , 2018 .

[95]  Victor Troster Testing for Granger-causality in quantiles , 2018 .

[96]  Khalid Khan,et al.  Does geopolitical risk strengthen or depress oil prices and financial liquidity? Evidence from Saudi Arabia , 2019, Energy.

[97]  Raluca Gh. Popescu,et al.  An Exploratory Study Based on a Questionnaire Concerning Green and Sustainable Finance, Corporate Social Responsibility, and Performance: Evidence from the Romanian Business Environment , 2019, Journal of Risk and Financial Management.

[98]  R. Tao,et al.  Do oil prices drive agricultural commodity prices? Further evidence in a global bio-energy context , 2019, Energy.

[99]  Mariem Talbi,et al.  GLOBAL CONTAGION OF INVESTOR SENTIMENT DURING THE US SUBPRIME CRISIS: THE CASE OF THE USA AND THE REGION OF LATIN AMERICA , 2019, International Journal of Economics and Financial Issues.

[100]  Kyungtag Lee,et al.  Time-Varying Comovement of Chinese Stock and Government Bond Markets: Flight to Safe Haven , 2019, Emerging Markets Finance and Trade.

[101]  Yunbi An,et al.  Price inversion and post lock-up period returns on private investments in public equity in China: An interest transfer perspective , 2019, Journal of Corporate Finance.

[102]  Thomas Lagoarde-Segot Sustainable finance. A critical realist perspective , 2019, Research in International Business and Finance.

[103]  Yong Shi,et al.  Sentiment contagion analysis of interacting investors: Evidence from China’s stock forum , 2019, Physica A: Statistical Mechanics and its Applications.

[104]  Lei Wang,et al.  A New Credit Spread to Predict Economic Activities in China , 2019, Journal of Systems Science and Complexity.

[105]  Kiryoung Lee,et al.  Investor Sentiment and Bond Risk Premia: Evidence from China , 2019 .