IDEAS home Printed from https://ideas.repec.org/a/wly/ijfiec/v27y2022i4p4816-4836.html
   My bibliography  Save this article

Daily investor sentiment, order flow imbalance and stock liquidity: evidence from the Chinese stock market

Author

Listed:
  • Haiyuan Yin
  • Xingying Wu
  • Sophie X Kong

Abstract

We examine whether and how investor sentiment affects stock liquidity in the Chinese stock market. Utilizing big data mining techniques, we excavate posted texts of a large stock forum and devise daily investor sentiment indicators. While examining the relationship between investor sentiment and stock liquidity, we also test whether order flow imbalance, attributed to investor sentiment, is the channel where investor sentiment delivers its impact on stock liquidity. We find that investor sentiment correlates positively with stock liquidity, and order flow imbalance is proven as an intermediary in this process. This positive correlation is stronger in a bear market than in a bull one. Additionally, liquidity sensitivity is higher for firms with higher book‐to‐market ratio, larger size and lower risk. When the market is less regulated, such as relaxed short‐selling restrictions, liquidity sensitivity also rises.

Suggested Citation

  • Haiyuan Yin & Xingying Wu & Sophie X Kong, 2022. "Daily investor sentiment, order flow imbalance and stock liquidity: evidence from the Chinese stock market," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 4816-4836, October.
    • Handle: RePEc:wly:ijfiec:v:27:y:2022:i:4:p:4816-4836
    DOI: 10.1002/ijfe.2402
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/ijfe.2402
    Download Restriction: no
    File URL: https://libkey.io/10.1002/ijfe.2402?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    2. Amihud, Yakov & Mendelson, Haim, 1980. "Dealership market : Market-making with inventory," Journal of Financial Economics, Elsevier, vol. 8(1), pages 31-53, March.
    3. Chung, Kee H. & Chuwonganant, Chairat, 2018. "Market volatility and stock returns: The role of liquidity providers," Journal of Financial Markets, Elsevier, vol. 37(C), pages 17-34.
    4. Siganos, Antonios & Vagenas-Nanos, Evangelos & Verwijmeren, Patrick, 2014. "Facebook's daily sentiment and international stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 730-743.
    5. Solomon, David H. & Soltes, Eugene & Sosyura, Denis, 2014. "Winners in the spotlight: Media coverage of fund holdings as a driver of flows," Journal of Financial Economics, Elsevier, vol. 113(1), pages 53-72.
    6. Bailey, Warren & Cai, Jun & Cheung, Yan Leung & Wang, Fenghua, 2009. "Stock returns, order imbalances, and commonality: Evidence on individual, institutional, and proprietary investors in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 9-19, January.
    7. Adrian R. Pagan & Kirill A. Sossounov, 2003. "A simple framework for analysing bull and bear markets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 23-46.
    8. Shuming Liu, 2015. "Investor Sentiment and Stock Market Liquidity," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 16(1), pages 51-67, January.
    9. Qianwei Ying & Dongmin Kong & Danglun Luo, 2015. "Investor Attention, Institutional Ownership, and Stock Return: Empirical Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(3), pages 672-685, May.
    10. Yong-Chern Su & Han-Ching Huang & Shiue-Fang Lin, 2012. "Dynamic relations between order imbalance, volatility and return of top gainers," Applied Economics, Taylor & Francis Journals, vol. 44(12), pages 1509-1519, April.
    11. repec:bla:jfinan:v:59:y:2004:i:3:p:1259-1294 is not listed on IDEAS
    12. Ebenezer Asem & Jessica Chung & Xin Cui & Gloria Y Tian, 2016. "Liquidity, investor sentiment and price discount of SEOs in Australia," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 12(1), pages 25-51, February.
    13. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Liping & Xu, Jietian & Li, Jixin, 2024. "The spillover effects of U.S. uncertainties on the systemic tail risk of Chinese enterprises," Finance Research Letters, Elsevier, vol. 64(C).
    2. Fiorillo, Paolo & Meles, Antonio & Pellegrino, Luigi Raffaele & Verdoliva, Vincenzo, 2023. "Geopolitical risk and stock liquidity," Finance Research Letters, Elsevier, vol. 54(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ammari, Aymen & Chebbi, Kaouther & Ben Arfa, Nouha, 2023. "How does the COVID-19 pandemic shape the relationship between Twitter sentiment and stock liquidity of US firms?," International Review of Financial Analysis, Elsevier, vol. 88(C).
    2. Labidi, Chiraz & Yaakoubi, Soumaya, 2016. "Investor sentiment and aggregate volatility pricing," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 53-63.
    3. Lin, Chu-Bin & Chou, Robin K. & Wang, George H.K., 2018. "Investor sentiment and price discovery: Evidence from the pricing dynamics between the futures and spot markets," Journal of Banking & Finance, Elsevier, vol. 90(C), pages 17-31.
    4. Jagjeev Dosanjh, 2017. "Exchange Initiatives and Market Efficiency: Evidence from the Australian Securities Exchange," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 1-2017, January-A.
    5. Kumari, Jyoti, 2019. "Investor sentiment and stock market liquidity: Evidence from an emerging economy," Journal of Behavioral and Experimental Finance, Elsevier, vol. 23(C), pages 166-180.
    6. Liu, Jun & Wu, Kai & Zhou, Ming, 2023. "News tone, investor sentiment, and liquidity premium," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 167-181.
    7. repec:uts:finphd:34 is not listed on IDEAS
    8. Virk, Nader Shahzad & Butt, Hilal Anwar, 2022. "Asset pricing anomalies: Liquidity risk hedgers or liquidity risk spreaders?," International Review of Financial Analysis, Elsevier, vol. 81(C).
    9. Wu, Qinqin & Hao, Ying & Lu, Jing, 2018. "Air pollution, stock returns, and trading activities in China," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 342-365.
    10. Byomakesh Debata & Jitendra Mahakud, 2018. "Economic policy uncertainty and stock market liquidity," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 10(1), pages 112-135, April.
    11. Kim, Jang-Chul & Su, Qing, 2023. "The dynamics of utility stocks amidst adversity of Hurricane Sandy," Finance Research Letters, Elsevier, vol. 58(PD).
    12. Gur Huberman & Dominika Halka, 2001. "Systematic Liquidity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(2), pages 161-178, June.
    13. Andres, Christian & Cumming, Douglas & Karabiber, Timur & Schweizer, Denis, 2014. "Do markets anticipate capital structure decisions? — Feedback effects in equity liquidity," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 133-156.
    14. Corò, Filippo & Dufour, Alfonso & Varotto, Simone, 2013. "Credit and liquidity components of corporate CDS spreads," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5511-5525.
    15. Huang, Roger D. & Ting, Christopher, 2008. "A functional approach to the price impact of stock trades and the implied true price," Journal of Empirical Finance, Elsevier, vol. 15(1), pages 1-16, January.
    16. Liang, Chao & Xu, Yongan & Wang, Jianqiong & Yang, Mo, 2022. "Whether dimensionality reduction techniques can improve the ability of sentiment proxies to predict stock market returns," International Review of Financial Analysis, Elsevier, vol. 82(C).
    17. Martin Evans and Richard K. Lyons, 2002. "Are Different-Currency Assets Imperfect Substitutes?," Working Papers gueconwpa~02-02-12, Georgetown University, Department of Economics.
    18. Marina Di Giacinto & Claudio Tebaldi & Tai-Ho Wang, 2021. "Optimal order execution under price impact: A hybrid model," Papers 2112.02228, arXiv.org, revised Aug 2022.
    19. Saad, Mohsen & Samet, Anis, 2020. "Collectivism and commonality in liquidity," Journal of Business Research, Elsevier, vol. 116(C), pages 137-162.
    20. Iraklis Kollias & John Leventides & Vassilios G. Papavassiliou, 2024. "On the solution of games with arbitrary payoffs: An application to an over‐the‐counter financial market," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 1877-1895, April.
    21. Pascual, Roberto, 1999. "How does liquidity behave? A multidimensional analysis of NYSE stocks," DEE - Working Papers. Business Economics. WB 6433, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:ijfiec:v:27:y:2022:i:4:p:4816-4836. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/1076-9307/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.