Camilleri, Silvio John and Galea, Francelle (2019): The Determinants of Securities Trading Activity: Evidence from four European Equity Markets. Published in: The Journal of Capital Markets Studies , Vol. 1, No. 3 (2019): pp. 47-67.
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Abstract
Purpose: The main objective of this study is to obtain new empirical evidence about the connections between equity trading activity and five possible liquidity determinants: market capitalisation, dividend yield, earnings yield, company growth, and the distinction between recently-listed firms as opposed to more established ones.
Design / Methodology / Approach: We use a sample of 172 stocks from four European markets and estimate models using the entire sample data and different sub-samples to check the relative importance of the above determinants. We also conduct a factor analysis to re-classify the variables into a more succinct framework.
Findings: The evidence suggests that market capitalisation is the most important trading activity determinant, and the number of years listed ranks thereafter.
Research limitations / implications: The positive relation between trading activity and market capitalisation is in line with prior literature, while the findings relating to the other determinants offer further empirical evidence which is a worthy addition in view of the contradictory results in prior research.
Practical implications: This study is of relevance to practitioners who would like to understand the cross-sectional variation in stock liquidity at a more detailed level.
Originality / value: The originality of the paper rests on two important grounds: (a) we focus on trading turnover rather than on other liquidity proxies, since the former is accepted as an important determinant of the liquidity generation process, and (b) we adopt a rigorous approach towards checking the robustness of the results by considering various sub-sample configurations.
Item Type: | MPRA Paper |
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Original Title: | The Determinants of Securities Trading Activity: Evidence from four European Equity Markets |
Language: | English |
Keywords: | Dividend yield, European equity markets, Factor analysis, Liquidity, Liquidity determinants, Market capitalisation, Newly established firms, Securities markets, Trading activity. |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G10 - General G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets |
Item ID: | 95298 |
Depositing User: | Dr Silvio John Camilleri |
Date Deposited: | 23 Jul 2019 16:20 |
Last Modified: | 26 Sep 2019 10:15 |
References: | Acedo, M., Ruiz, F.J. and Santamaria, R. (2008), “Influence of secondary offerings on the liquidity and trading activity of stocks outstanding”, Czech Journal of Economics and Finance, Vol. 58 Nos 1/2, pp. 21-37. Alnaif, K.L. (2014), “Stock liquidity determination: evidence from Amman stock exchange”, Asian Economic and Financial Review, Vol. 4 No. 12, pp. 1894-1905. Amihud, Y. (2002), “Illiquidity and stock returns: cross-section and time-series effects”, Journal of Financial Markets, Vol. 5 No. 1, pp. 31-56. Amihud, Y. and Mendelson, H. (1986), “Asset pricing and the bid-ask spread”, Journal of Financial Economics, Vol. 17 No. 2, pp. 223-249. Amihud, Y. and Mendelson, H. (1991), “Volatility, efficiency and trading: evidence from the Japanese stock market”, The Journal of Finance, Vol. 46 No. 5, pp.1765-1789. Amihud, Y. and Mendelson, H. (2000), “The liquidity route to a lower cost of capital”, Journal of Applied Corporate Finance, Vol. 12 No. 4, pp. 8-25. Apergis, N., Artikis, P., and Kyriazis, D. (2015), “Does stock market liquidity explain real economic activity? New evidence from two large European stock markets”, Journal of International Financial Markets, Institutions and Money, Vol. 38, pp. 42-64. Aspara, J. (2013), “The role of product and brand perceptions in stock investing: effects on investment considerations, optimism, and confidence”, Journal of Behavioral Finance, Vol. 14 No. 3, pp. 195-212. Atawnah, N., Balachandran. B., Duong, H.N. and Podolski, E.J. (2018), “Does exposure to foreign competition affect stock liquidity? evidence from industry-level import data”, The Journal of Financial Markets, Vol. 39, pp. 44-67. Bagwell, L. (1991), “Share repurchase and takeover deterrence”, The RAND Journal of Economics, Vol. 22 No. 1, pp. 72-88. Banerjee, S., Gatchev, V.A. and Spindt, P.A. (2007), “Stock market liquidity and firm dividend policy”, Journal of Financial and Quantitative Analysis, Vol. 42 No. 2, pp. 369-397. Bessembinder, H. (2003), “Issues in assessing trade execution costs”, Journal of Financial Markets, Vol. 6, pp. 233-257. Bessembinder, H. and Kaufman, H.M. (1997), “A Comparison of Trade Execution Costs for NYSE and NASDAQ-Listed Stocks”, Journal of Financial and Quantitative Analysis, Vol. 32 No. 3, pp. 287-310. Bekaert, G., Harvey, C.R. and Lundblad, C. (2007), “Liquidity and expected returns: lessons from emerging markets”, Review of Financial Studies, Vol. 20 No. 6, pp. 1783-1831. Bhushan, R. (1989), “Firm characteristics and analyst following”, Journal of Accounting and Economics, Vol. 11 No. 2-3, pp. 255-274. Booth, J. and Chua, L. (1996), “Ownership dispersion, costly information, and IPO underpricing”, Journal of Financial Economics, Vol. 41 No. ??????, pp. 291-310. Brennan, M.J. and Subrahmanyam, A. (1996), “Market micro-structure and asset pricing: on the compensation for liquidity in stock returns”, Journal of Financial Economics, Vol. 41 No. 3, pp. 441-464. Camilleri, S. J. (2008), “Month-related seasonality of stock price volatility: evidence from the Malta stock exchange”, Bank of Valletta Review, Vol. 37, pp. 49-65. Camilleri, S.J. (2010), “Response of Indian equities to U.S. stock market movements of the prior trading day”, in G.N. Gregoriou (ed.) Emerging Markets: Performance, Analysis and Innovation, CRC Press – Taylor and Francis Group, Florida. pp.493-508. Camilleri, S. J. (2015), “Do call auctions curtail price volatility? evidence from the national stock exchange of India”, Managerial Finance, Vol. 41 No. 1, pp. 67-79. Camilleri, S.J. and Galea, G. (2009), “The diversification potential offered by emerging markets in recent years”, The FEMA Research Bulletin, Vol. 1 No. 3, pp.21-37. Camilleri, S.J. and Green, C.J. (2009), “The impact of the suspension of opening and closing call auctions: evidence from the national stock exchange of India”, International Journal of Banking, Accounting and Finance, Vol. 1 No. 3, pp. 257-284. Camilleri, S.J., and Green, C.J. (2014), “Stock market predictability: non-synchronous trading or inefficient markets? evidence from the national stock exchange of India”, Studies in Economics and Finance, Vol. 31 No. 4, pp. 354-370. Camilleri, S.J., Grima, L. and Grima, S. (2019), “The effect of dividend policy on share price volatility: an analysis of Mediterranean banks' stocks”, Managerial Finance, Vol. 45 No. 2, pp. 348-364. Cenesizoglu, T. and Grass, G. (2018), “Bid- and ask-side liquidity in the NYSE limit order book”, Journal of Financial Markets, Vol. 38, pp. 14-38. Chordia, T., Huh, S. and Subrahmanyam, A. (2007), “The cross section of expected trading activity”, The Review of Financial Studies, Vol. 20 No. 3, pp. 709-740. Chordia, T., Shivakumar, L. and Subrahmanyam, A. (2006), “The cross section of daily variation in liquidity”, in Advances in Quantitative Analysis of Finance and Accounting, (Brick, I., Ronen, T. and Lee, C. - editors), World Scientific, Europe. Chordia, T., A. Subrahmanyam, and Anshuman, R. (2001), “Trading activity and expected stock returns”, Journal of Financial Economics, Vol. 59 No. 1, pp. 3-32. Chordia, T., Roll, R. and Subrahmanyam, A. (2011), “Recent trends in trading activity and market quality”, Journal of Financial Economics, Vol. 101 No. 2, pp. 243-263. Chordia, T., Roll, R. and Subrahmanyam, A. (2003), “Determinants of daily fluctuations in liquidity and trading activity”, Cuadernos de Economia, Vol. 40 No. 121, pp. 728-751. Chordia, T., Roll, R. and Subrahmanyam, A. (2005), “Evidence on the speed of convergence to market efficiency”, Journal of Financial Economics, Vol. 76 No. 2, pp. 271-292 Correia, L.F. and Amaral, H.F. (2014), “Determinants of market liquidity of shares traded on the BM and FBOVESPA”, Brazilian Business Review, Vol. 11 No. 6, pp. 75-97. Chung, K. H., Elder, J. and Kim, J. C. (2010), “Corporate governance and liquidity”, Journal of Financial and Quantitative Analysis, Vol. 45 No. 2, pp. 265-291. Collver, C. (2014), “A characterization of market quality for small capitalization US equities”. US Securities and Exchange Commission. https://www.sec.gov/marketstructure/research/small_cap_liquidity.pdf Cuardo Sáez, L., Fratzscher, M. and Thinmann, C. (2009), “The transmission of emerging market shocks to global equity markets”, Journal of Empirical Finance, Vol. 16 No. 1, pp.2-17. Dang, T.L., Moshirian, F. and Zhang, B. (2019), “Liquidity shocks and institutional investors”, The North American Journal of Economics and Finance, Vol. 47, pp. 184-209. Datar, V., Naik, N. and Radcliffe, R. (1998), “Liquidity and asset returns: an alternative test”, Journal of Financial Markets, Vol. 1 No. 2, pp. 203-219. Day, T.E. and Wang, P. (2002), “Dividends, nonsynchronous prices, and the returns from trading the Dow Jones Industrial Average”, Journal of Empirical Finance, Vol. 9 No. 4, pp. 431-454. Demsetz, H. (1968), “The cost of transacting”, The Quarterly Journal of Economics, Vol. 82 No. 1, pp. 33-53. Eleswarapu, V.R. (1997), “Cost of transacting and expected returns in the Nasdaq market”, The Journal of Finance, Vol. 52 No. 5, pp. 2113-2127. Elyasiani, E., Hauser, S. and Lauterbach, B. (2000), “Market response to liquidity improvements: evidence from exchange listings”, The Financial Review, Vol. 35 No. 1, pp. 1-14. Falkenstein, E.G. (1996), “Preferences for stock characteristics as revealed by mutual fund portfolio holdings”, Journal of Finance, Vol. 51 No. 1, pp. 111-135. Federation of European Stock Exchanges. (2017), European Equity Market Report – 2017. https://fese.eu/statistics/#eemr Foster, F. and Viswanathan, S. (1990), “A theory of the interday variations in volume, variance, and trading costs in securities markets”, The Review of Financial Studies, Vol. 3 No. 4, pp. 593-624. Foster, F. and Viswanathan, S. (1993), “Variations in trading volume, return volatility and trading costs: evidence on recent price formation models”, Journal of Finance, Vol. 48 No. 1, pp. 187-211. Foucault, T., Kadan, O. and Kandel, E. (2005), “Limit order book as a market for liquidity”, Review of Financial Studies, Vol. 18 No. 4, pp. 1171-1217. Francisco, P. (2010), “Liquidez e características intrínsecas das acções - o caso do mercado europeu”, Cadernos do Mercado de Valores Mobiliários. Friewald, N., Jankowitsch, R. and Subrahmanyam, M.G. (2017), “Transparency and liquidity in the structured product market”, The Review of Asset Pricing Studies, Vol. 7 No. 2, pp. 316-348. Gervais, S. and Odean, T. (2001), “Learning to be overconfident”, Review of Financial Studies, Vol. 14 No. 1, pp. 1-27. Ghadamyari, M., Mahboobi, Y. and Mehrjardi, M.A. (2017), “Performance evaluation of return, risk and liquidity of firms newly listed in Tehran stock exchange”, International Journal of Economics and Financial Issues, Vol. 7 No. 1, pp. 249-254. Ghodrati, H., Fini, S., Azad, N. and Roshan, A. (2014), “Stock market liquidity and firm dividend policy: evidence from Tehran stock exchange”, Management Science Letters, Vol. 4 No. 8, pp. 1849-1858. Glaser, M. and Weber, M. (2007), “Overconfidence and trading volume”, The Geneva Risk and Insurance Review, Vol. 32 No. 1, pp. 1-36. Glosten, L. and Harris, L. (1988), “Estimating the components of the bid/ask spread”, Journal of Financial Economics, Vol. 21 No. 1, pp. 123-142. Goh, B. W., Ng, J. and Yong, K. O. (2009), “The effect of corporate governance on liquidity: voluntary disclosure, analyst coverage and adverse selection as mediating mechanisms”, Research Collection School of Accountancy Paper. Gopalan, R., Kadan, O. and Pevzner, M. (2012), “Asset liquidity and stock liquidity”, Journal of Financial and Quantitative Analysis, Vol. 47 No. 2, pp. 333-364. Graham, B., and Zweig, J. (2006) The Intelligent Investor, Collins Business Essentials, New York. ISBN: 978-0-06-055566-5. Greenwood, R.M. and Sosner, N. (2007), “Trading patterns and excess comovement of stock returns”, Financial Analysts Journal, Vol. 63 No. 5, pp. 69-81. Gresse, C. (2017), “Effects of lit and dark market fragmentation on liquidity”, Journal of Financial Markets, Vol. 35, pp. 1-20. Griffin, C.H. (2010), “Liquidity and dividend policy: international evidence”, International Business Research, Vol. 3 No. 3, pp. 3-9. Harris, L.E. (1994), “Minimum Price Variations, Discrete bid-ask spreads, and quotation sizes”, Review of Financial Studies, Vol. 7 No. 1, pp. 149- 178. Harris, M. and Raviv, A. (1993), “Differences of opinion make a horse race”, Review of Financial Studies, Vol. 6 No. 3, pp. 473-506. Heflin, F. and Shaw, K.W. (2000), “Blockholder ownership and market liquidity”, Journal of Financial and Quantitative Analysis, Vol. 35 No. 4, pp. 621-633. Hendershott, T.J. and Moulton, P.C. (2011), “Automation, speed, and stock market quality: the NYSE‘s hybrid”, Journal of Financial Markets, Vol. 14 No. 4, pp. 568-604. Jegadeesh, N. and Subrahmanyam, A. (1993), “Liquidity effects of the introduction of the S&P 500 index futures contract on the underlying stocks”, The Journal of Business, Vol. 66 No. 2, pp. 171-187. Jeong, G., Kang, J. and Kwon, K.Y. (2018), “Liquidity skewness premium”, The North American Journal of Economics and Finance, Vol. 46 No. C, pp. 130-150. Jones, C. (2001), “A century of stock market liquidity and trading cost”, Working paper, Columbia University, NY. http://dx.doi.org/10.2139/ssrn.313681 Kalay, A., Wei, L. and Wohl, A. (2002), “Continuous trading or call auctions: revealed preferences of investors at the Tel Aviv stock exchange”, Journal of Finance, Vol. 52 No. 1, pp. 523-542. Kale, R. J. and Loon, Y.C. (2011), “Product market power and stock market liquidity”, Journal of Financial Markets, Vol. 14 No. 2, pp. 376-410. Karpoff, J.M. and Walkling, R.A. (1990), “Dividend capture in NASDAQ stocks”, Journal of Financial Economics, Vol. 28 No. 1-2, pp. 39-65. Khan, M.T.I., Tan, S.H. and Chong, L.L. (2016) "The effects of stated preferences for firm characteristics, optimism and overconfidence on trading activities", International Journal of Bank Marketing, Vol. 34 No. 7, pp.1114-1130. Khang, K. and King, T.D. (2010), “Short horizon liquidity and trading activity in the U.S. treasury market: do inventory holding costs matter?”, Applied Financial Economics, Vol. 20 No. 14, pp. 1085-1098. Kim, O. and Verrecchia, R. (1994), “Market liquidity and volume around earnings announcements”, Journal of Accounting and Economics, Vol. 17 No. 1-2, pp. 41-67. Kyle, A.S. (1985), “Continuous auctions and insider trading”, Econometrica, Vol. 53 No. 6, pp. 1315-1335. Lee, C., Mucklow, B. and Ready, M. (1993), “Spreads, depths, and the impact of earnings information: An intraday analysis”, Review of Financial Studies, Vol. 6 No. 2, pp. 345-374. Lee, J.H. and Yoon, B. (2017), “Stock market liquidity and dividend policy in Korean corporations”, The Journal of Applied Business Research, Vol. 33 No. 4, pp.731-740 Lesmond, D., O'Connor, P. and Senbet, L. (2008), “Capital structure and equity liquidity”, Working Paper, Robert H. Smith School Research Paper No. RHS 06-067, http://dx.doi.org/10.2139/ssrn.1107660 Lipson, M. and Mortal, S. (2009), “Liquidity and capital structure”, Journal of Financial Markets, Vol. 12 No. 4, pp. 611-644. Lo, A. and Wang, J. (2000), “Trading volume: definitions, data analysis, and implications of portfolio theory”, Review of Financial Studies, Vol. 13 No. 2, pp. 257-300. Lo, A. and Wang, J. (2006), “Trading volume: implications of an intertemporal capital asset pricing model”, The Journal of Finance, Vol. 61 No. 6, pp. 2805-2840. Looi, A. and Gallagher, D.R. (2006), “Trading behaviour and the performance of daily institutional trades”, Accounting and Finance, Vol. 46 No. 1, pp. 125-147. Lu, J., Hwang, C., Liu, M. and Lin, C. (2016), “An incentive problem of risk balancing in portfolio choices”, The Quarterly Review of Economics and Finance, Vol. 61 No. C, pp. 192-200. Madhavan, A. and Smidt, S. (1991), “A bayesian model of intraday specialist pricing”, Journal of Financial Economics, Vol. 30 No. 1, pp. 99-134. Masoud, N. (2013), “The impact of adopting electronic trading system on performance of the Amman stock exchange”, Australian Journal of Business and Management Research, Vol.3 No. 3, pp. 29-36. Mcinish, T.H. and Wood, R.A. (1992), “An analysis of intraday patterns in bid/ask spreads for NYSE stocks”, Journal of Finance, Vol. 47 No. 2, pp. 753-764. Merton, R. (1987), “A simple model of capital market equilibrium with incomplete information”, Journal of Finance, Vol. 42 No. 3, pp. 483-510. Miles, W. (2005), “Do frontier equity markets exhibit common trends and still provide diversification opportunities?” International Economic Journal, Vol. 19 No. 3, pp. 473-482. Moel, A. (2001), “The role of American depositary receipts in the development of emerging markets”, Economia, Vol. 2 No. 1, pp. 209-257. Moriyasu, H., Wee, M. and Yu, J. (2018), “The role of algorithmic trading in stock liquidity and commonality in electronic limit order markets”, Pacific-Basin Finance Journal, Vol. 49 No. 2, pp. 103-128. Na’ura, M.A. (2016), “The relationship between firm’s stock liquidity and dividends policy”, Master’s Degree Dissertation, Faculty of Graduate Studies, Zarqa University. http://zu.edu.jo/UploadFile/PaperFiles/PaperFile_45_10.pdf Ng, L. and Wu, F. (2006), “Revealed stock preferences of individual investors: evidence from Chinese equity markets”, Pacific-Basin Finance Journal, Vol. 14 No. 2, pp. 175-192. Pagano, M., Roell, A. and Zechner, J. (2002), “The geography of equity listing: why do companies list abroad?” Journal of Finance, Vol. 57 No. 6, pp. 2651-2694. Pastor, L. and Stambaugh, R.F. (2003), “Liquidity risk and expected stock returns”, Journal of Political Economy, Vol. 111 No. 3, pp. 642-685. Pham, P.K., Kalev, P.S. and Steen, A.B. (2003): “Underpricing, stock allocation, ownership structure and post-listing liquidity of newly listed firms”, Journal of Banking and Finance, Vol. 27 No. 5, pp. 919-947. Pinnuck, M. (2004), “Stock preferences and derivative activities of Australian fund managers”, Accounting and Finance, Vol. 44 No. 1, pp. 97-120. Rosu, I. (2009), “A dynamic model of the limit order book”, Review of Financial Studies, Vol. No. 1, pp. 1-41. Santosa, P.W. and Laksana, H.Y. (2011), “Value at risk, market risk and trading activity: CAPM alternative model”, Journal of Applied Finance and Banking, Vol.1 No.4, pp. 239-268. Shahani, R. and Sharma, A. (2018), “An empirical investigation into the efficiency parameter through seasonal movements in security prices of the BRICS nations”, Working Paper, University of Delhi. Stoll, H. (1978), “The pricing of security dealer services: An empirical study of NASDAQ stocks”, Journal of Finance, Vol. 33 No. 4, pp. 1153-1172. Stoll, H. (2000), “Friction”, Journal of Finance, Vol. 5 No. 4, pp. 1479−1514. Sum, V. (2013), “Stock market liquidity and corporate profit growth”, Unpublished Working Paper, Department of Business, Management and Accounting University of Maryland - Eastern Shore. http://dx.doi.org/10.2139/ssrn.2304487 Tambakis, D.N. (2006), “Can feedback traders rock the markets? a logistic tale of persistence and chaos”, Working paper, Pembroke College, Cambridge and CERF. http://www.dspace.cam.ac.uk/handle/1810/225154 Tinic, S.M. (1972), “The economics of liquidity services”, The Quarterly Journal of Economics, Vol. 86 No. 1, pp. 79-93. World Economic Forum. (2017), The Global Competitiveness Report 2017 - 2018. Yılmaz, M.K., Erdem, O., Eraslan, V. and Arık, E. (2015), “Technology upgrades in emerging equity markets: effects on liquidity and trading activity”, Finance Research Letters, Vol. 14 No. C, 87-92. Zheng, S. and Li, M. (2008), “Underpricing, ownership dispersion, and aftermarket liquidity of IPO stocks”, Journal of Empirical Finance, Vol. 15 No. 3, pp.436-454. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/95298 |