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Herding and informed trading: Evidence from Chinese equity markets

Author

Listed:
  • Gebka, Bartosz
  • Jin, Han
  • Kallinterakis, Vasileios
  • Karaa, Rabaa
  • Slim, Skander

Abstract

We empirically investigate the relationship between informed trading and market herding in China for the 2003–2022 period and find a negative contemporaneous relationship, which grows stronger for specific market/economic conditions. Herding comprises of a very strong noise-driven herding and a fundamentals-driven anti-herding; informed trading dampens the former, while boosting the latter. Our results hold when controlling for the 2012 anti-insider trading laws and days of price-limit hits. Evidence on the dynamic relationship between informed trading and herding demonstrates that informed trading Granger-causes herding. Overall, informed traders motivate stronger herding over time, dampening it contemporaneously, thus suggesting that they prey on the very herding they attract.

Suggested Citation

  • Gebka, Bartosz & Jin, Han & Kallinterakis, Vasileios & Karaa, Rabaa & Slim, Skander, 2026. "Herding and informed trading: Evidence from Chinese equity markets," Journal of Economic Behavior & Organization, Elsevier, vol. 241(C).
    • Handle: RePEc:eee:jeborg:v:241:y:2026:i:c:s0167268125005232
    DOI: 10.1016/j.jebo.2025.107406
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    References listed on IDEAS

    as
    1. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," Working Papers 1398, Princeton University, Department of Economics, Econometric Research Program..
    2. Lai, Sandy & Ng, Lilian & Zhang, Bohui, 2014. "Does PIN affect equity prices around the world?," Journal of Financial Economics, Elsevier, vol. 114(1), pages 178-195.
    3. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    4. Lin Tan & Xiaoyan Zhang & Xinran Zhang, 2024. "Retail and Institutional Investor Trading Behaviors: Evidence from China," Annual Review of Financial Economics, Annual Reviews, vol. 16(1), pages 459-483, November.
    5. Duygun, Meryem & Tunaru, Radu & Vioto, Davide, 2021. "Herding by corporates in the US and the Eurozone through different market conditions," Journal of International Money and Finance, Elsevier, vol. 110(C).
    6. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    7. Thierry Foucault & David Sraer & David J. Thesmar, 2011. "Individual Investors and Volatility," Journal of Finance, American Finance Association, vol. 66(4), pages 1369-1406, August.
    8. Dilip Abreu & Markus K. Brunnermeier, 2003. "Bubbles and Crashes," Econometrica, Econometric Society, vol. 71(1), pages 173-204, January.
    9. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    10. Jones, Charles M. & Shi, Donghui & Zhang, Xiaoyan & Zhang, Xinran, 2025. "Retail Trading and Return Predictability in China," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 60(1), pages 68-104, February.
    11. Hans B. Christensen & Luzi Hail & Christian Leuz, 2016. "Capital-Market Effects of Securities Regulation: Prior Conditions, Implementation, and Enforcement," The Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 2885-2924.
    12. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    13. Borisova, Ginka & Yadav, Pradeep K., 2015. "Government ownership, informed trading, and private information," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 196-211.
    14. Chakravarty, Sugato, 2001. "Stealth-trading: Which traders' trades move stock prices?," Journal of Financial Economics, Elsevier, vol. 61(2), pages 289-307, August.
    15. He, Xue-Zhong & Zheng, Huanhuan, 2016. "Trading heterogeneity under information uncertainty," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 64-80.
    16. Lillyn L. Teh & Werner F. M. de Bondt, 1997. "Herding Behavior and Stock Returns: An Exploratory Investigation," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 133(2), pages 293-324, June.
    17. Geanakoplos, John D. & Polemarchakis, Heraklis M., 1982. "We can't disagree forever," Journal of Economic Theory, Elsevier, vol. 28(1), pages 192-200, October.
    18. Hasan, Iftekhar & Tunaru, Radu & Vioto, Davide, 2023. "Herding behavior and systemic risk in global stock markets," Journal of Empirical Finance, Elsevier, vol. 73(C), pages 107-133.
    19. Brian J. Bushee & Theodore H. Goodman, 2007. "Which Institutional Investors Trade Based on Private Information About Earnings and Returns?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 45(2), pages 289-321, May.
    20. Feng, Wenjun & Wang, Yiming & Zhang, Zhengjun, 2018. "Informed trading in the Bitcoin market," Finance Research Letters, Elsevier, vol. 26(C), pages 63-70.
    21. Tang, Liang & Wan, Xiangyu, 2022. "Economic policy uncertainty and stock price informativeness," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    22. Nagar, Venky & Schoenfeld, Jordan & Wellman, Laura, 2019. "The effect of economic policy uncertainty on investor information asymmetry and management disclosures," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 36-57.
    23. Sudarshan Jayaraman, 2008. "Earnings Volatility, Cash Flow Volatility, and Informed Trading," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 46(4), pages 809-851, September.
    24. Bohl, Martin T. & Brzeszczynski, Janusz & Wilfling, Bernd, 2009. "Institutional investors and stock returns volatility: Empirical evidence from a natural experiment," Journal of Financial Stability, Elsevier, vol. 5(2), pages 170-182, June.
    25. Chmura, Thorsten & Le, Hang & Nguyen, Kim, 2022. "Herding with leading traders: Evidence from a laboratory social trading platform," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 93-106.
    26. Tao Chen & Andreas Karathanasopoulos, 2022. "Do Heterogeneous Beliefs Matter to Post‐announcement Informed Trading?," Abacus, Accounting Foundation, University of Sydney, vol. 58(4), pages 714-741, December.
    27. Jianping Mei & Jose A. Scheinkman & Wei Xiong, 2009. "Speculative Trading and Stock Prices: Evidence from Chinese A-B Share Premia," Annals of Economics and Finance, Society for AEF, vol. 10(2), pages 225-255, November.
    28. Bouteska, Ahmed & Cardillo, Giovanni & Harasheh, Murad, 2023. "Is it all about noise? Investor sentiment and risk nexus: evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
    29. Doron Avramov & Tarun Chordia & Amit Goyal, 2006. "The Impact of Trades on Daily Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1241-1277.
    30. Hui Guo & Buhui Qiu, 2016. "A Better Measure of Institutional Informed Trading," Contemporary Accounting Research, John Wiley & Sons, vol. 33(2), pages 815-850, June.
    31. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    32. Yu Jiang & Adrian C. H. Lei, 2023. "Security Analysts’ Site Visits and Stock Price Synchronicity," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 32(4), pages 195-219, November.
    33. Barber, Brad M. & Odean, Terrance, 2013. "The Behavior of Individual Investors," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1533-1570, Elsevier.
    34. Michael A. Clemens & Steven Radelet & Rikhil R. Bhavnani & Samuel Bazzi, 2012. "Counting Chickens when they Hatch: Timing and the Effects of Aid on Growth," Economic Journal, Royal Economic Society, vol. 122(561), pages 590-617, June.
    35. Joel Peress & Daniel Schmidt, 2020. "Glued to the TV: Distracted Noise Traders and Stock Market Liquidity," Journal of Finance, American Finance Association, vol. 75(2), pages 1083-1133, April.
    36. Wang, Hu & Li, Shouwei & Ma, Yuyin, 2021. "Herding in Open-end Funds: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    37. Doojin Ryu & Hyeyoen Kim & Heejin Yang, 2017. "Investor sentiment, trading behavior and stock returns," Applied Economics Letters, Taylor & Francis Journals, vol. 24(12), pages 826-830, July.
    38. Yingyi Hu & Tiao Zhao, 2018. "Does Cross-Listing Really Enhance Market Efficiency for Stocks Listed in the Home Market? The Perspective of Noise Trading in the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(2), pages 307-327, January.
    39. Chen, Xing & Wu, Chongfeng, 2022. "Retail investor attention and information asymmetry: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    40. Natividad Blasco & Pilar Corredor, 2017. "The Information Environment, Informed Trading, and Volatility," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 18(2), pages 202-218, April.
    41. Li, Xiao-Ming, 2017. "New evidence on economic policy uncertainty and equity premium," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 41-56.
    42. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    43. Abreu, Dilip & Brunnermeier, Markus K., 2002. "Synchronization risk and delayed arbitrage," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 341-360.
    44. Chiang, Thomas C. & Zheng, Dazhi, 2010. "An empirical analysis of herd behavior in global stock markets," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1911-1921, August.
    45. Schmeling, Maik, 2009. "Investor sentiment and stock returns: Some international evidence," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 394-408, June.
    46. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    47. Han, Chunmao & Shi, Yongdong, 2022. "Chinese stock anomalies and investor sentiment," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    48. Brunnermeier, Markus K. & Morgan, John, 2010. "Clock games: Theory and experiments," Games and Economic Behavior, Elsevier, vol. 68(2), pages 532-550, March.
    49. Yang Liu & Guofu Zhou & Yingzi Zhu, 2024. "Trend Factor in China: The Role of Large Individual Trading," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 14(2), pages 348-380.
    50. Aslan, Hadiye & Easley, David & Hvidkjaer, Soeren & O'Hara, Maureen, 2011. "The characteristics of informed trading: Implications for asset pricing," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 782-801.
    51. David Easley & Marcos M. López de Prado & Maureen O'Hara, 2012. "Flow Toxicity and Liquidity in a High-frequency World," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1457-1493.
    52. Chansog (Francis) Kim & Christos Pantzalis, 2003. "Global/Industrial Diversification and Analyst Herding," Financial Analysts Journal, Taylor & Francis Journals, vol. 59(2), pages 69-79, March.
    53. Qing He & Oliver M. Rui, 2016. "Ownership Structure and Insider Trading: Evidence from China," Journal of Business Ethics, Springer, vol. 134(4), pages 553-574, April.
    54. William Robert Reed, 2015. "On the Practice of Lagging Variables to Avoid Simultaneity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 897-905, December.
    55. Naomi E. Boyd & Bahattin Büyükşahin & Michael S. Haigh & Jeffrey H. Harris, 2016. "The Prevalence, Sources, and Effects of Herding," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 36(7), pages 671-694, July.
    56. Ormos, Mihály & Timotity, Dusán, 2016. "Market microstructure during financial crisis: Dynamics of informed and heuristic-driven trading," Finance Research Letters, Elsevier, vol. 19(C), pages 60-66.
    57. Patricia Chelley‐Steeley & Neophytos Lambertides & Christos S. Savva, 2019. "Sentiment, order imbalance, and co‐movement: An examination of shocks to retail and institutional trading activity," European Financial Management, European Financial Management Association, vol. 25(1), pages 116-159, January.
    58. Chau, Frankie & Deesomsak, Rataporn & Koutmos, Dimitrios, 2016. "Does investor sentiment really matter?," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 221-232.
    59. Wong, Woon K. & Tan, Dijun & Tian, Yixiang, 2009. "Informed trading and liquidity in the Shanghai Stock Exchange," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 66-73, March.
    60. Marco Cipriani & Antonio Guarino, 2014. "Estimating a Structural Model of Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 104(1), pages 224-251, January.
    61. Carlin, Bruce I. & Longstaff, Francis A. & Matoba, Kyle, 2014. "Disagreement and asset prices," Journal of Financial Economics, Elsevier, vol. 114(2), pages 226-238.
    62. Galariotis, Emilios C. & Rong, Wu & Spyrou, Spyros I., 2015. "Herding on fundamental information: A comparative study," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 589-598.
    63. Andersen, Torben G. & Bondarenko, Oleg, 2014. "VPIN and the flash crash," Journal of Financial Markets, Elsevier, vol. 17(C), pages 1-46.
    64. Cheng, Tingting & Xing, Shuo & Yao, Wenying, 2022. "An examination of herding behaviour of the Chinese mutual funds: A time-varying perspective," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    65. Baruch, Shmuel & Panayides, Marios & Venkataraman, Kumar, 2017. "Informed trading and price discovery before corporate events," Journal of Financial Economics, Elsevier, vol. 125(3), pages 561-588.
    66. Liao, Tsai-Ling & Huang, Chih-Jen & Wu, Chieh-Yuan, 2011. "Do fund managers herd to counter investor sentiment?," Journal of Business Research, Elsevier, vol. 64(2), pages 207-212, February.
    67. Titman, Sheridan & Wei, Chishen & Zhao, Bin, 2022. "Corporate actions and the manipulation of retail investors in China: An analysis of stock splits," Journal of Financial Economics, Elsevier, vol. 145(3), pages 762-787.
    68. Holden, Craig W & Subrahmanyam, Avanidhar, 1992. "Long-Lived Private Information and Imperfect Competition," Journal of Finance, American Finance Association, vol. 47(1), pages 247-270, March.
    69. Merl, Robert & Palan, Stefan & Schmidt, Dominik & Stöckl, Thomas, 2023. "Insider trading regulation and trader migration," Journal of Financial Markets, Elsevier, vol. 66(C).
    70. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," American Economic Review, American Economic Association, vol. 101(6), pages 2723-2753, October.
    71. Gong, Pu & Dai, Jun, 2017. "Monetary policy, exchange rate fluctuation, and herding behavior in the stock market," Journal of Business Research, Elsevier, vol. 76(C), pages 34-43.
    72. David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66, March.
    73. Menkhoff, Lukas & Nikiforow, Marina, 2009. "Professionals' endorsement of behavioral finance: Does it impact their perception of markets and themselves?," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 318-329, August.
    74. Cui, Yueting & Gebka, Bartosz & Kallinterakis, Vasileios, 2019. "Do closed-end fund investors herd?," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 194-206.
    75. Yang Gao & Chengjie Zhao & Bianxia Sun & Wandi Zhao, 2022. "Effects of investor sentiment on stock volatility: new evidences from multi-source data in China’s green stock markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-30, December.
    76. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    77. Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Montone, Maurizio, 2024. "Political uncertainty and institutional herding," Journal of Corporate Finance, Elsevier, vol. 88(C).
    78. Chan, Kam C. & Chang, Yuanchen & Lung, Peter P., 2009. "Informed trading under different market conditions and moneyness: Evidence from TXO options," Pacific-Basin Finance Journal, Elsevier, vol. 17(2), pages 189-208, April.
    79. Choi, Jongmoo Jay & Kedar-Levy, Haim & Yoo, Sean Sehyun, 2015. "Are individual or institutional investors the agents of bubbles?," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 1-22.
    80. Copeland, Laurence & Wong, Woon K. & Zeng, Yong, 2009. "Information-based trade in the Shanghai stock market," Global Finance Journal, Elsevier, vol. 20(2), pages 180-190.
    81. Guillermo Llorente & Roni Michaely & Gideon Saar & Jiang Wang, 2002. "Dynamic Volume-Return Relation of Individual Stocks," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1005-1047.
    82. Nandini Gupta, 2005. "Partial Privatization and Firm Performance," Journal of Finance, American Finance Association, vol. 60(2), pages 987-1015, April.
    83. J. Ford & D. Kelsey & W. Pang, 2013. "Information and ambiguity: herd and contrarian behaviour in financial markets," Theory and Decision, Springer, vol. 75(1), pages 1-15, July.
    84. Borisova, Ginka & Yadav, Pradeep K., 2015. "Government ownership, informed trading, and private information," CFR Working Papers 15-13, University of Cologne, Centre for Financial Research (CFR).
    85. Foster, F. Douglas & Viswanathan, S., 1994. "Strategic Trading with Asymmetrically Informed Traders and Long-Lived Information," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(4), pages 499-518, December.
    86. Easley, David, et al, 1996. "Liquidity, Information, and Infrequently Traded Stocks," Journal of Finance, American Finance Association, vol. 51(4), pages 1405-1436, September.
    87. Panayides, Marios A. & Shohfi, Thomas D. & Smith, Jared D., 2019. "Bulk volume classification and information detection," Journal of Banking & Finance, Elsevier, vol. 103(C), pages 113-129.
    88. Krokida, Styliani-Iris & Makrychoriti, Panagiota & Spyrou, Spyros, 2020. "Monetary policy and herd behavior: International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 386-417.
    89. Wang, Xinru & Kim, Maria H. & Suardi, Sandy, 2022. "Herding and China's market-wide circuit breaker," Journal of Banking & Finance, Elsevier, vol. 141(C).
    90. Adcock, Chris & Ye, Caiwei & Yin, Shuxing & Zhang, Dalu, 2023. "Are Chinese B-shares dead? An analysis of price limits on AB-shares on the Shanghai and Shenzhen Stock Exchanges," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 306-315.
    91. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    92. Cui, Yueting & Gavriilidis, Konstantinos & Gebka, Bartosz & Kallinterakis, Vasileios, 2024. "Numerological superstitions and market-wide herding: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 93(C).
    93. Zhao, Wandi & Gao, Yang, 2023. "Network connectedness and the contagion structure of informed trading: Evidence from the time and frequency domains," International Review of Financial Analysis, Elsevier, vol. 90(C).
    94. Constantinos Antoniou & John A. Doukas & Avanidhar Subrahmanyam, 2016. "Investor Sentiment, Beta, and the Cost of Equity Capital," Management Science, INFORMS, vol. 62(2), pages 347-367, February.
    95. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2015. "Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 53(2), pages 405-459, May.
    96. Hao Jiang & Michela Verardo, 2018. "Does Herding Behavior Reveal Skill? An Analysis of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 73(5), pages 2229-2269, October.
    97. Jianbo Zhang, 1997. "Strategic Delay and the Onset of Investment Cascades," RAND Journal of Economics, The RAND Corporation, vol. 28(1), pages 188-205, Spring.
    98. Nuno Fernandes & Miguel A. Ferreira, 2009. "Insider Trading Laws and Stock Price Informativeness," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1845-1887, May.
    99. Goettler, Ronald L. & Parlour, Christine A. & Rajan, Uday, 2009. "Informed traders and limit order markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 67-87, July.
    100. Alhashel, Bader, 2015. "Does stealth trading coexist with high levels of insider trading? Evidence from Kuwait," Global Finance Journal, Elsevier, vol. 27(C), pages 112-118.
    101. Cao, Jie & Han, Bing & Wang, Qinghai, 2017. "Institutional Investment Constraints and Stock Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 465-489, April.
    102. Jiang, Hao & Verardo, Michela, 2018. "Does herding behavior reveal skill? An analysis of mutual fund performance," LSE Research Online Documents on Economics 86372, London School of Economics and Political Science, LSE Library.
    103. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    104. Jon A. Garfinkel, 2009. "Measuring Investors' Opinion Divergence," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 47(5), pages 1317-1348, December.
    105. repec:bla:jfinan:v:44:y:1989:i:1:p:1-17 is not listed on IDEAS
    106. Celiker, Umut & Chowdhury, Jaideep & Sonaer, Gokhan, 2015. "Do mutual funds herd in industries?," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 1-16.
    107. Gębka, Bartosz & Wohar, Mark E., 2013. "International herding: Does it differ across sectors?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 55-84.
    108. Chunxin Jia & Yaping Wang & Wei Xiong, 2017. "Market Segmentation and Differential Reactions of Local and Foreign Investors to Analyst Recommendations," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 2972-3008.
    109. Michael J. Brennan & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2018. "High-Frequency Measures of Informed Trading and Corporate Announcements," The Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2326-2376.
    110. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    111. Potsaid, Timothy & Venkataraman, Shankar, 2022. "Trading restrictions and investor reaction to non-gains, non-losses, and the fear of missing out: Experimental evidence," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
    112. Cupák, Andrej & Fessler, Pirmin & Hsu, Joanne W. & Paradowski, Piotr R., 2022. "Investor confidence and high financial literacy jointly shape investments in risky assets," Economic Modelling, Elsevier, vol. 116(C).
    113. Natividad Blasco & Pilar Corredor & Sandra Ferreruela, 2012. "Does herding affect volatility? Implications for the Spanish stock market," Quantitative Finance, Taylor & Francis Journals, vol. 12(2), pages 311-327, July.
    114. Santi, Caterina & Zwinkels, Remco C.J., 2023. "Exploring style herding by mutual funds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    115. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    116. Tan, Lin & Chiang, Thomas C. & Mason, Joseph R. & Nelling, Edward, 2008. "Herding behavior in Chinese stock markets: An examination of A and B shares," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 61-77, January.
    117. Jonathan E. Alevy & Michael S. Haigh & John A. List, 2007. "Information Cascades: Evidence from a Field Experiment with Financial Market Professionals," Journal of Finance, American Finance Association, vol. 62(1), pages 151-180, February.
    118. Chao‐Chun Chen & Shih‐Hua Wang, 2017. "Net Buying Pressure and Option Informed Trading," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(3), pages 238-259, March.
    119. Lof, Matthijs & van Bommel, Jos, 2023. "Asymmetric information and the distribution of trading volume," Journal of Corporate Finance, Elsevier, vol. 82(C).
    120. Sadok El Ghoul & Omrane Guedhami & Robert Nash & He (Helen) Wang, 2022. "Economic policy uncertainty and insider trading," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(4), pages 817-854, December.
    121. Wongchoti, Udomsak & Wu, Fei & Young, Martin, 2009. "Buy and sell dynamics following high market returns: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 12-20, March.
    122. Abad, David & Massot, Magdalena & Pascual, Roberto, 2018. "Evaluating VPIN as a trigger for single-stock circuit breakers," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 21-36.
    123. Chang, Sanders S. & Albert Wang, F., 2019. "Informed contrarian trades and stock returns," Journal of Financial Markets, Elsevier, vol. 42(C), pages 75-93.
    124. Zhou, Rhea Tingyu & Lai, Rose Neng, 2009. "Herding and information based trading," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 388-393, June.
    125. Devenow, Andrea & Welch, Ivo, 1996. "Rational herding in financial economics," European Economic Review, Elsevier, vol. 40(3-5), pages 603-615, April.
    126. Xia, Yanchun & Liu, Yu & Guo, Shijun & Xia, Yufeng, 2024. "IPO suspensions and labor employment decisions: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PB).
    127. Han, Chunmao & Zhang, Wei, 2024. "Trading volume, anomaly returns and noise trader risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
    128. Gu, Xin & Ying, Shan & Wang, Liangliang & Yu, Zhen & Sharma, Susan Sunila, 2021. "A new estimation of institutional informed trading and firm transparency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    129. Yaping Zhou & Xundi Diao & Dayong Lv, 2023. "Role of OTC options in stock price efficiency: Evidence from the Chinese market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4629-4655, December.
    130. Jifan Hu & Yeyao Tang & Na Yin & Xiang Guo, 2024. "RETRACTED ARTICLE: Institutional Investor Information Competition and Accounting Information Transparency: Implications for Financial Markets and Corporate Governance in China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 9629-9666, June.
    131. Charlie X. Cai & Jeffrey H. Harris & Robert S. Hudson & Kevin Keasey, 2015. "Informed Trading and Market Structure," European Financial Management, European Financial Management Association, vol. 21(1), pages 148-177, January.
    132. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    133. Kumar, Alok, 2009. "Hard-to-Value Stocks, Behavioral Biases, and Informed Trading," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1375-1401, December.
    134. Lee, Charles M C & Ready, Mark J, 1991. "Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
    135. Alok Kumar & Charles M.C. Lee, 2006. "Retail Investor Sentiment and Return Comovements," Journal of Finance, American Finance Association, vol. 61(5), pages 2451-2486, October.
    136. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    137. Anat R. Admati, Paul Pfleiderer, 1988. "A Theory of Intraday Patterns: Volume and Price Variability," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 3-40.
    138. Cooney, John Jr. & Sias, Richard W., 2004. "Informed trading and order type," Journal of Banking & Finance, Elsevier, vol. 28(7), pages 1711-1743, July.
    139. Robert F. Stambaugh & Jianfeng Yu & Yu Yuan, 2015. "Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle," Journal of Finance, American Finance Association, vol. 70(5), pages 1903-1948, October.
    140. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    141. Andrikopoulos, Panagiotis & Gebka, Bartosz & Kallinterakis, Vasileios, 2021. "Regulatory mood-congruence and herding: Evidence from cannabis stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 842-864.
    142. Philippas, Nikolaos & Economou, Fotini & Babalos, Vassilios & Kostakis, Alexandros, 2013. "Herding behavior in REITs: Novel tests and the role of financial crisis," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 166-174.
    143. Jiang, George J. & Lo, Ingrid, 2014. "Private information flow and price discovery in the U.S. treasury market," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 118-133.
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    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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