[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/eee/finmar/v17y2014icp94-120.html
   My bibliography  Save this article

A simple approximation of intraday spreads using daily data

Author

Listed:
  • Chung, Kee H.
  • Zhang, Hao
Abstract
This study examines the relation between the bid-ask spread from the daily CRSP data and the bid-ask spread from the intraday TAQ data. We show that the CRSP-based spread is highly correlated with the TAQ-based spread across stocks using data from 1993 through 2009. The simple CRSP-based spread provides a better approximation of the TAQ-based spread than all other low-frequency liquidity measures in cross-sectional settings. However, the CRSP-based spread is highly correlated with the TAQ spread in time-series settings only for NASDAQ stocks. Overall, our results suggest that the simple CRSP-based spread could be used in lieu of the TAQ-based spread in academic research that focuses on cross-sectional analysis.

Suggested Citation

  • Chung, Kee H. & Zhang, Hao, 2014. "A simple approximation of intraday spreads using daily data," Journal of Financial Markets, Elsevier, vol. 17(C), pages 94-120.
    • Handle: RePEc:eee:finmar:v:17:y:2014:i:c:p:94-120
    DOI: 10.1016/j.finmar.2013.02.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S138641811300013X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.finmar.2013.02.004?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sudarshan Jayaraman, 2008. "Earnings Volatility, Cash Flow Volatility, and Informed Trading," Journal of Accounting Research, Wiley Blackwell, vol. 46(4), pages 809-851, September.
    2. Huang, Roger D. & Stoll, Hans R., 1996. "Dealer versus auction markets: A paired comparison of execution costs on NASDAQ and the NYSE," Journal of Financial Economics, Elsevier, vol. 41(3), pages 313-357, July.
    3. Venkat R. Eleswarapu & Kumar Venkataraman, 2006. "The Impact of Legal and Political Institutions on Equity Trading Costs: A Cross-Country Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 1081-1111.
    4. Bettis, J. C. & Coles, J. L. & Lemmon, M. L., 2000. "Corporate policies restricting trading by insiders," Journal of Financial Economics, Elsevier, vol. 57(2), pages 191-220, August.
    5. Paul M. Healy & Amy P. Hutton & Krishna G. Palepu, 1999. "Stock Performance and Intermediation Changes Surrounding Sustained Increases in Disclosure," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 485-520, September.
    6. Kee, H. Chung & McInish, Thomas H. & Wood, Robert A. & Wyhowski, Donald J., 1995. "Production of information, information asymmetry, and the bid-ask spread: Empirical evidence from analysts' forecasts," Journal of Banking & Finance, Elsevier, vol. 19(6), pages 1025-1046, September.
    7. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    8. Fang, Vivian W. & Noe, Thomas H. & Tice, Sheri, 2009. "Stock market liquidity and firm value," Journal of Financial Economics, Elsevier, vol. 94(1), pages 150-169, October.
    9. Chung, Kee H. & Van Ness, Bonnie F. & Van Ness, Robert A., 2001. "Can the Treatment of Limit Orders Reconcile the Differences in Trading Costs between the Differences in Trading Costs between NYSE and Nasdaq Issues?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(2), pages 267-286, June.
    10. Chung, Kee H. & Elder, John & Kim, Jang-Chul, 2010. "Corporate Governance and Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(2), pages 265-291, April.
    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. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    13. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    14. 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.
    15. Re‐Jin Guo & Baruch Lev & Nan Zhou, 2004. "Competitive Costs of Disclosure by Biotech IPOs," Journal of Accounting Research, Wiley Blackwell, vol. 42(2), pages 319-355, May.
    16. Coller, M & Yohn, TL, 1997. "Management forecasts and information asymmetry: An examination of bid-ask spreads," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 181-191.
    17. 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.
    18. Christian Leuz, 2003. "IAS Versus U.S. GAAP: Information Asymmetry–Based Evidence from Germany's New Market," Journal of Accounting Research, Wiley Blackwell, vol. 41(3), pages 445-472, June.
    19. Brockman, Paul & Chung, Dennis Y. & Yan, Xuemin (Sterling), 2009. "Block Ownership, Trading Activity, and Market Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1403-1426, December.
    20. Lipson, Marc L. & Mortal, Sandra, 2009. "Liquidity and capital structure," Journal of Financial Markets, Elsevier, vol. 12(4), pages 611-644, November.
    21. Holden, Craig W., 2009. "New low-frequency spread measures," Journal of Financial Markets, Elsevier, vol. 12(4), pages 778-813, November.
    22. Pagano, Michael S. & Peng, Lin & Schwartz, Robert A., 2013. "A call auction's impact on price formation and order routing: Evidence from the NASDAQ stock market," Journal of Financial Markets, Elsevier, vol. 16(2), pages 331-361.
    23. Bessembinder, Hendrik, 2003. "Trade Execution Costs and Market Quality after Decimalization," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(4), pages 747-777, December.
    24. Christie, William G & Schultz, Paul H, 1994. "Why Do NASDAQ Market Makers Avoid Odd-Eighth Quotes?," Journal of Finance, American Finance Association, vol. 49(5), pages 1813-1840, December.
    25. Bessembinder, Hendrik, 2003. "Issues in assessing trade execution costs," Journal of Financial Markets, Elsevier, vol. 6(3), pages 233-257, May.
    26. Heflin, Frank & Shaw, Kenneth W., 2000. "Blockholder Ownership and Market Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(4), pages 621-633, December.
    27. Banerjee, Suman & Gatchev, Vladimir A. & Spindt, Paul A., 2007. "Stock Market Liquidity and Firm Dividend Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(2), pages 369-397, June.
    28. Chung, Kee H. & Zhang, Hao, 2011. "Corporate Governance and Institutional Ownership," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 247-273, February.
    29. Bessembinder, Hendrik & Kaufman, Herbert M., 1997. "A Comparison of Trade Execution Costs for NYSE and NASDAQ-Listed Stocks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(3), pages 287-310, September.
    30. Shane A. Corwin & Paul Schultz, 2012. "A Simple Way to Estimate Bid‐Ask Spreads from Daily High and Low Prices," Journal of Finance, American Finance Association, vol. 67(2), pages 719-760, April.
    31. Falkenstein, Eric G, 1996. "Preferences for Stock Characteristics as Revealed by Mutual Fund Portfolio Holdings," Journal of Finance, American Finance Association, vol. 51(1), pages 111-135, March.
    32. Joel Hasbrouck, 2009. "Trading Costs and Returns for U.S. Equities: Estimating Effective Costs from Daily Data," Journal of Finance, American Finance Association, vol. 64(3), pages 1445-1477, June.
    33. Comerton-Forde, Carole & Putnins, Talis J., 2011. "Measuring closing price manipulation," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 135-158, April.
    34. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    35. Michael J. Barclay & William G. Christie & Jeffrey H. Harris & Eugene Kandel & Paul H. Schultz, 1999. "Effects of Market Reform on the Trading Costs and Depths of Nasdaq Stocks," Journal of Finance, American Finance Association, vol. 54(1), pages 1-34, February.
    36. 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.
    37. Brockman, Paul & Howe, John S. & Mortal, Sandra, 2008. "Stock market liquidity and the decision to repurchase," Journal of Corporate Finance, Elsevier, vol. 14(4), pages 446-459, September.
    38. Ali, Ashiq & Chen, Tai-Yuan & Radhakrishnan, Suresh, 2007. "Corporate disclosures by family firms," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 238-286, September.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Jain, Pawan & Jiang, Christine & Mekhaimer, Mohamed, 2016. "Executives' horizon, internal governance and stock market liquidity," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 1-23.
    3. Karstanje, Dennis & Sojli, Elvira & Tham, Wing Wah & van der Wel, Michel, 2013. "Economic valuation of liquidity timing," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5073-5087.
    4. Hagströmer, Björn, 2021. "Bias in the effective bid-ask spread," Journal of Financial Economics, Elsevier, vol. 142(1), pages 314-337.
    5. Kale, Jayant R. & Loon, Yee Cheng, 2011. "Product market power and stock market liquidity," Journal of Financial Markets, Elsevier, vol. 14(2), pages 376-410, May.
    6. 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.
    7. Thomas Johann & Erik Theissen, 2013. "Liquidity measures," Chapters, in: Adrian R. Bell & Chris Brooks & Marcel Prokopczuk (ed.), Handbook of Research Methods and Applications in Empirical Finance, chapter 10, pages 238-255, Edward Elgar Publishing.
    8. Shang, Chenguang, 2020. "Trade credit and stock liquidity," Journal of Corporate Finance, Elsevier, vol. 62(C).
    9. Hee-Joon Ahn & Jun Cai & Cheol-Won Yang, 2018. "Which Liquidity Proxy Measures Liquidity Best in Emerging Markets?," Economies, MDPI, vol. 6(4), pages 1-29, December.
    10. 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).
    11. Camilleri, Silvio John & Galea, Francelle, 2019. "The Determinants of Securities Trading Activity: Evidence from four European Equity Markets," MPRA Paper 95298, University Library of Munich, Germany.
    12. Chen, Jiayuan & Gong, Di & Muckley, Cal, 2020. "Stock market illiquidity, bargaining power and the cost of borrowing," Journal of Empirical Finance, Elsevier, vol. 58(C), pages 181-206.
    13. Ning Liu & Wei Xu, 2017. "Stock liquidity on China NEEQ exchange," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 7(2), pages 255-275, August.
    14. Nyborg, Kjell & Wang, Zexi, 2019. "Corporate cash holdings: Stock liquidity and the repurchase motive," CEPR Discussion Papers 13791, C.E.P.R. Discussion Papers.
    15. Zeynep Cobandag Guloglu & Cumhur Ekinci, 2022. "Liquidity measurement: A comparative review of the literature with a focus on high frequency," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 41-74, February.
    16. 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.
    17. Marshall, Ben R. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2018. "Do liquidity proxies measure liquidity accurately in ETFs?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 94-111.
    18. Nina Karnaukh & Angelo Ranaldo & Paul Söderlind, 2015. "Understanding FX Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3073-3108.
    19. Nyborg, Kjell G. & Wang, Zexi, 2021. "The effect of stock liquidity on cash holdings: The repurchase motive," Journal of Financial Economics, Elsevier, vol. 142(2), pages 905-927.
    20. 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.

    More about this item

    Keywords

    Bid-ask spreads; TAQ; CRSP; Market liquidity; Information asymmetry; Low-frequency liquidity measures;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    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:eee:finmar:v:17:y:2014:i:c:p:94-120. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/finmar .

    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.