IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0238718.html
   My bibliography  Save this article

Measuring liquidity in Indian stock market: A dimensional perspective

Author

Listed:
  • Priyanka Naik
  • B G Poornima
  • Y V Reddy

Abstract

Market liquidity ensures the marketability of security and is an indispensable feature of stock markets. Previous studies have emphasized the role of stock market liquidity in empirical finance. However, they have inadequately explored its multidimensional nature. This study eliminates the ambiguities related to market liquidity by precisely measuring it by using popular and proven liquidity measures. As such, the present study aims to evaluate market liquidity in terms of depth, breadth, tightness, and immediacy in the Indian equity market and also identifies crucial interdependencies between liquidity dimensions. The study selects 500 stocks constituting the NIFTY 500 index of the National Stock Exchange, India, as of 26th May 2019. The data on trading volume, bid price, ask price, the number of shares outstanding, closing share prices were retrieved for the period from 1st April 2009 to 31st March 2019. The study employs Share Turnover, Amihud Illiquidity Ratio, Relative Quoted Spreads, and Coefficient of Elasticity of Trading for liquidity measurement. The Vector Auto-Regressive (VAR) model is used to establish the simultaneous relationships between liquidity dimensions. The analysis is conducted at the aggregate market level as well as across turnover based stock groups divided based on their rankings in terms of stock specific share turnover. The empirical results evidenced the presence of consistent depth, strong breadth, and immediacy but lower tightness in the Indian equity market. The market depth and tightness appear to be relevant in determining dimensional interdependencies. Also, less frequently traded stocks exhibit higher illiquidity in the wake of lower tightness. The findings of this study will assist the investors to wisely understand the multifaceted nature of market liquidity and base their trading decisions accordingly. Moreover, the regulators of the stock exchange can devise liquidity enhancing policies based on the directional movements among liquidity dimensions.

Suggested Citation

  • Priyanka Naik & B G Poornima & Y V Reddy, 2020. "Measuring liquidity in Indian stock market: A dimensional perspective," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-17, September.
  • Handle: RePEc:plo:pone00:0238718
    DOI: 10.1371/journal.pone.0238718
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0238718
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0238718&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0238718?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. Hasbrouck, Joel, 1991. "Measuring the Information Content of Stock Trades," Journal of Finance, American Finance Association, vol. 46(1), pages 179-207, March.
    2. Woon Gyu Choi & David Cook, 2006. "Stock Market Liquidity and the Macroeconomy: Evidence from Japan," NBER Chapters, in: Monetary Policy with Very Low Inflation in the Pacific Rim, pages 309-335, National Bureau of Economic Research, Inc.
    3. Nadia Loukil & Mohamed Bechir Zayani & Abdelwahed Omri, 2010. "Impact of liquidity on stock returns: an empirical investigation of the Tunisian stock market," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 3(2), pages 261-283.
    4. Joon Chae, 2005. "Trading Volume, Information Asymmetry, and Timing Information," Journal of Finance, American Finance Association, vol. 60(1), pages 413-442, February.
    5. Nicholas Tsounis & Aspasia Vlachvei (ed.), 2017. "Advances in Applied Economic Research," Springer Proceedings in Business and Economics, Springer, number 978-3-319-48454-9, March.
    6. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    7. Donadelli, Michael & Prosperi, Lorenzo, 2012. "On the role of liquidity in emerging markets stock prices," Research in Economics, Elsevier, vol. 66(4), pages 320-348.
    8. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    9. Angelidis, Timotheos & Andrikopoulos, Andreas, 2010. "Idiosyncratic risk, returns and liquidity in the London Stock Exchange: A spillover approach," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 214-221, June.
    10. Sklavos, Konstantinos & Dam, Lammertjan & Scholtens, Bert, 2013. "The liquidity of energy stocks," Energy Economics, Elsevier, vol. 38(C), pages 168-175.
    11. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    12. Bohl, Martin T. & Henke, Harald, 2003. "Trading volume and stock market volatility: The Polish case," International Review of Financial Analysis, Elsevier, vol. 12(5), pages 513-525.
    13. Mr. Tonny Lybek & Mr. Abdourahmane Sarr, 2002. "Measuring Liquidity in Financial Markets," IMF Working Papers 2002/232, International Monetary Fund.
    14. Chai, Daniel & Faff, Robert & Gharghori, Philip, 2010. "New evidence on the relation between stock liquidity and measures of trading activity," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 181-192, June.
    15. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    16. Karolyi, G. Andrew & Lee, Kuan-Hui & van Dijk, Mathijs A., 2012. "Understanding commonality in liquidity around the world," Journal of Financial Economics, Elsevier, vol. 105(1), pages 82-112.
    17. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
    18. Marshall, Ben R., 2006. "Liquidity and stock returns: Evidence from a pure order-driven market using a new liquidity proxy," International Review of Financial Analysis, Elsevier, vol. 15(1), pages 21-38.
    19. Zheng, Xinwei & Su, Dan, 2017. "Impacts of oil price shocks on Chinese stock market liquidity," International Review of Economics & Finance, Elsevier, vol. 50(C), pages 136-174.
    20. Chung, Dennis & Hrazdil, Karel, 2010. "Liquidity and market efficiency: A large sample study," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2346-2357, October.
    21. 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.
    22. Nielsson, Ulf, 2009. "Stock exchange merger and liquidity: The case of Euronext," Journal of Financial Markets, Elsevier, vol. 12(2), pages 229-267, May.
    23. Krishnan, R. & Mishra, Vinod, 2013. "Intraday liquidity patterns in Indian stock market," Journal of Asian Economics, Elsevier, vol. 28(C), pages 99-114.
    24. Yılmaz, Mustafa Kemal & Erdem, Orhan & Eraslan, Veysel & Arık, Evren, 2015. "Technology upgrades in emerging equity markets: Effects on liquidity and trading activity," Finance Research Letters, Elsevier, vol. 14(C), pages 87-92.
    25. Sankaraguruswamy, Srinivasan & Shen, Jianfeng & Yamada, Takeshi, 2013. "The relationship between the frequency of news release and the information asymmetry: The role of uninformed trading," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4134-4143.
    26. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    27. Jacoby, Gady & Zheng, Steven X., 2010. "Ownership dispersion and market liquidity," International Review of Financial Analysis, Elsevier, vol. 19(2), pages 81-88, March.
    28. Holden, Craig W., 2009. "New low-frequency spread measures," Journal of Financial Markets, Elsevier, vol. 12(4), pages 778-813, November.
    29. Joanna Olbrys & Michal Mursztyn, 2017. "Dimensions of Market Liquidity: The Case of the Polish Stock Market," Springer Proceedings in Business and Economics, in: Nicholas Tsounis & Aspasia Vlachvei (ed.), Advances in Applied Economic Research, chapter 0, pages 151-166, Springer.
    30. Panayides, Photis M. & Lambertides, Neophytos & Cullinane, Kevin, 2013. "Liquidity risk premium and asset pricing in US water transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 52(C), pages 3-15.
    31. Ali, Searat & Liu, Benjamin & Su, Jen Je, 2018. "Does corporate governance quality affect default risk? The role of growth opportunities and stock liquidity," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 422-448.
    32. Sharad Nath Bhattacharya & Mousumi Bhattacharya & Sankarshan Basu, 2019. "Stock market and its liquidity: Evidence from ARDL bound testing approach in the Indian context," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1586297-158, January.
    33. Kim, Jinyong & Kim, Yongsik, 2019. "Transitory prices, resiliency, and the cross-section of stock returns," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 243-256.
    34. McInish, Thomas H & Wood, Robert A, 1992. "An Analysis of Intraday Patterns in Bid/Ask Spreads for NYSE Stocks," Journal of Finance, American Finance Association, vol. 47(2), pages 753-764, June.
    35. Rubia, Antonio & Sanchis-Marco, Lidia, 2013. "On downside risk predictability through liquidity and trading activity: A dynamic quantile approach," International Journal of Forecasting, Elsevier, vol. 29(1), pages 202-219.
    36. Large, Jeremy, 2007. "Measuring the resiliency of an electronic limit order book," Journal of Financial Markets, Elsevier, vol. 10(1), pages 1-25, February.
    37. Pan, Deng & Shi, Jing & Wu, Fei & Zhang, Bohui, 2015. "Investor heterogeneity and commonality in stock return and liquidity," Economic Systems, Elsevier, vol. 39(3), pages 458-473.
    38. Gârleanu, Nicolae, 2009. "Portfolio choice and pricing in illiquid markets," Journal of Economic Theory, Elsevier, vol. 144(2), pages 532-564, March.
    39. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2008. "Liquidity and market efficiency," Journal of Financial Economics, Elsevier, vol. 87(2), pages 249-268, February.
    40. Kim, Soon-Ho & Lee, Kuan-Hui, 2014. "Pricing of liquidity risks: Evidence from multiple liquidity measures," Journal of Empirical Finance, Elsevier, vol. 25(C), pages 112-133.
    41. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar & Tong, Qing, 2012. "Sell-order liquidity and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 523-541.
    42. Kang, Moonsoo & Khaksari, S. & Nam, Kiseok, 2018. "Corporate investment, short-term return reversal, and stock liquidity," Journal of Financial Markets, Elsevier, vol. 39(C), pages 68-83.
    43. Díaz, Antonio & Escribano, Ana, 2020. "Measuring the multi-faceted dimension of liquidity in financial markets: A literature review," Research in International Business and Finance, Elsevier, vol. 51(C).
    44. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    45. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
    46. Datar, Vinay T. & Y. Naik, Narayan & Radcliffe, Robert, 1998. "Liquidity and stock returns: An alternative test," Journal of Financial Markets, Elsevier, vol. 1(2), pages 203-219, August.
    47. Gregoriou, Andros & Nguyen, Ngoc Dung, 2010. "Stock liquidity and investment opportunities: New evidence from FTSE 100 index deletions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(3), pages 267-274, July.
    48. Andersen, Torben G, 1996. "Return Volatility and Trading Volume: An Information Flow Interpretation of Stochastic Volatility," Journal of Finance, American Finance Association, vol. 51(1), pages 169-204, March.
    49. Deng, Baijun & Li, Zhongfei & Li, Yong, 2018. "Foreign institutional ownership and liquidity commonality around the world," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 20-49.
    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. Arthur Akhmetov & Anna Burova & Natalia Makhankova & Alexey Ponomarenko, 2021. "Measuring Market Liquidity and Liquidity Mismatches across Sectors," Bank of Russia Working Paper Series wps82, Bank of Russia.

    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. Priyanka Naik & Y. V. Reddy, 2021. "Stock Market Liquidity: A Literature Review," SAGE Open, , vol. 11(1), pages 21582440209, January.
    2. Díaz, Antonio & Escribano, Ana, 2020. "Measuring the multi-faceted dimension of liquidity in financial markets: A literature review," Research in International Business and Finance, Elsevier, vol. 51(C).
    3. Craig W. Holden & Stacey Jacobsen & Avanidhar Subrahmanyam, 2014. "The Empirical Analysis of Liquidity," Foundations and Trends(R) in Finance, now publishers, vol. 8(4), pages 263-365, December.
    4. Thomas Paul & Thomas Walther & André Küster-Simic, 2022. "Empirical analysis of the illiquidity premia of German real estate securities," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 36(2), pages 203-260, June.
    5. Ali, Searat & Liu, Benjamin & Su, Jen Je, 2017. "Corporate governance and stock liquidity dimensions: Panel evidence from pure order-driven Australian market," International Review of Economics & Finance, Elsevier, vol. 50(C), pages 275-304.
    6. Zhang, Yiming & Wang, Guanying, 2020. "Compensation for illiquidity in China: Evidence from an alternative measure," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    7. Vayanos, Dimitri & Wang, Jiang, 2013. "Market Liquidity—Theory and Empirical Evidence ," 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 1289-1361, Elsevier.
    8. Mousumi Bhattacharya & Sharad Nath Bhattacharya & Sumit Kumar Jha, 2022. "Does time-varying illiquidity matter for the Indian stock market? Evidence from high-frequency data," Australian Journal of Management, Australian School of Business, vol. 47(2), pages 251-272, May.
    9. Saad, Mohsen & Samet, Anis, 2017. "Liquidity and the implied cost of equity capital," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 15-38.
    10. Erten, Irem & Okay, Nesrin, 2012. "Deciphering Liquidity Risk on the Istanbul Stock Exchange," MPRA Paper 56148, University Library of Munich, Germany, revised 2012.
    11. Stereńczak, Szymon & Zaremba, Adam & Umar, Zaghum, 2020. "Is there an illiquidity premium in frontier markets?," Emerging Markets Review, Elsevier, vol. 42(C).
    12. Sergio Bianchi & Massimiliano Frezza, 2018. "Liquidity, Efficiency and the 2007-2008 Global Financial Crisis," Annals of Economics and Finance, Society for AEF, vol. 19(2), pages 375-404, November.
    13. Lischewski, Judith & Voronkova, Svitlana, 2012. "Size, value and liquidity. Do They Really Matter on an Emerging Stock Market?," Emerging Markets Review, Elsevier, vol. 13(1), pages 8-25.
    14. Ijaz Ur Rehman & Nurul Shahnaz Mahdzan & Rozaimah Zainudin, 2016. "Is the relationship between macroeconomy and stock market liquidity mutually reinforcing? Evidence from an emerging market," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 9(3), pages 294-316.
    15. Díaz, Antonio & Escribano, Ana, 2022. "Liquidity dimensions in the U.S. corporate bond market," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 1163-1179.
    16. Benson, Karen & Faff, Robert & Smith, Tom, 2015. "Injecting liquidity into liquidity research," Pacific-Basin Finance Journal, Elsevier, vol. 35(PB), pages 533-540.
    17. Nina Karnaukh & Angelo Ranaldo & Paul Söderlind, 2015. "Understanding FX Liquidity," Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3073-3108.
    18. Dang, Tung Lam & Nguyen, Thi Minh Hue, 2020. "Liquidity risk and stock performance during the financial crisis," Research in International Business and Finance, Elsevier, vol. 52(C).
    19. 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.
    20. Hadhri, Sinda & Ftiti, Zied, 2019. "Commonality in liquidity among Middle East and North Africa emerging stock markets: Does it really matter?," Economic Systems, Elsevier, vol. 43(3).

    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:plo:pone00:0238718. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.