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The divergence of liquidity commonality in the cross-section of stocks

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Cited by:

  1. Zhang, Hao & Luo, Xian & Han, Minghui & Liu, Xiaojuan, 2021. "Cultural diversity in ownership and stock liquidity commonality: Evidence from China," Finance Research Letters, Elsevier, vol. 40(C).
  2. Itzhak Ben-DAVID & Francesco A. FRANZONI & Rabih MOUSSAWI & John SEDUNOV III, 2015. "The Granular Nature of Large Institutional Investors," Swiss Finance Institute Research Paper Series 15-67, Swiss Finance Institute, revised Apr 2016.
  3. Qian, Xiaolin & Tam, Lewis H.K. & Zhang, Bohui, 2014. "Systematic liquidity and the funding liquidity hypothesis," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 304-320.
  4. Kenechukwu E. Anadu & Mathias S. Kruttli & Patrick E. McCabe & Emilio Osambela, 2018. "The Shift from Active to Passive Investing : Potential Risks to Financial Stability?," Finance and Economics Discussion Series 2018-060r1, Board of Governors of the Federal Reserve System (U.S.), revised 29 Jun 2020.
  5. Pawan Jain & Mohamed Mekhaimer & Ronald W. Spahr & Mark A. Sunderman, 2024. "Freedom of choice impact on country-specific liquidity commonality," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 265-309, July.
  6. Kim, Donghyun & Li, Chengcheng & Wang, Xiaoqiong, 2023. "Liquidity Dry-ups in equity markets," International Review of Financial Analysis, Elsevier, vol. 86(C).
  7. Aragon, George O. & Kim, Min S., 2023. "Fire sale risk and expected stock returns," Journal of Financial Economics, Elsevier, vol. 149(3), pages 578-609.
  8. Panagiotis Panagiotou & Xu Jiang & Angel Gavilan, 2023. "The determinants of liquidity commonality in the Euro-area sovereign bond market," The European Journal of Finance, Taylor & Francis Journals, vol. 29(10), pages 1144-1186, July.
  9. O’Sullivan, Conall & Papavassiliou, Vassilios G., 2020. "On the term structure of liquidity in the European sovereign bond market," Journal of Banking & Finance, Elsevier, vol. 114(C).
  10. Farzami, Yasmine & Gregory-Allen, Russell & Molchanov, Alexander & Sehrish, Saba, 2021. "COVID-19 and the liquidity network," Finance Research Letters, Elsevier, vol. 42(C).
  11. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
  12. D'Hondt, Catherine & Majois, Christophe & Mazza, Paolo, 2015. "Commonality on Euronext: Do location and account type matter?," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 183-198.
  13. Syamala, Sudhakara Reddy & Wadhwa, Kavita & Goyal, Abhinav, 2017. "Determinants of commonality in liquidity: Evidence from an order-driven emerging market," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 38-52.
  14. Banti, C, 2015. "Illiquidity in the stock and FX markets: an investigation of their cross-market dynamics," Essex Finance Centre Working Papers 15626, University of Essex, Essex Business School.
  15. Richard G. Anderson & Jane M. Binner & Björn Hagströmer & Birger Nilsson, 2013. "Does commonality in illiquidity matter to investors?," Working Papers 2013-020, Federal Reserve Bank of St. Louis.
  16. Mayordomo, Sergio & Rodriguez-Moreno, Maria & Peña, Juan Ignacio, 2014. "Liquidity commonalities in the corporate CDS market around the 2007–2012 financial crisis," International Review of Economics & Finance, Elsevier, vol. 31(C), pages 171-192.
  17. Pasquariello, Paolo, 2014. "Prospect Theory and market quality," Journal of Economic Theory, Elsevier, vol. 149(C), pages 276-310.
  18. Xu, Yongdeng & Taylor, Nick & Lu, Wenna, 2018. "Illiquidity and volatility spillover effects in equity markets during and after the global financial crisis: An MEM approach," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 208-220.
  19. Lee, Jieun & Chung, Kee H., 2018. "Foreign ownership and stock market liquidity," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 311-325.
  20. Agarwal, Vikas & Hanouna, Paul & Moussawi, Rabih & Stahel, Christof W., 2021. "Do ETFs increase the commonality in liquidity of underlying stocks?," CFR Working Papers 21-04, University of Cologne, Centre for Financial Research (CFR).
  21. Kabir Hassan, M. & Chiaramonte, Laura & Dreassi, Alberto & Paltrinieri, Andrea & Piserà, Stefano, 2021. "The crossroads of ESG and religious screening on firm risk," Research in International Business and Finance, Elsevier, vol. 58(C).
  22. Stulz, Rene M. & Vagias, Dimitrios & Van Dijk, Mathijs A., 2013. "Do Firms Issue More Equity When Markets Are More Liquid?," Working Paper Series 2013-10, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
  23. Mudassar Hasan & Muhammad Abubakr Naeem & Muhammad Arif & Syed Jawad Hussain Shahzad & Xuan Vinh Vo, 2022. "Liquidity connectedness in cryptocurrency market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-25, December.
  24. Márquez, Elena & Nieto, Belén & Rubio, Gonzalo, 2014. "Stock returns with consumption and illiquidity risks," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 57-74.
  25. Saad, Mohsen & Samet, Anis, 2015. "Pricing, dynamics, and determinants of illiquidity risks: International evidence," Emerging Markets Review, Elsevier, vol. 23(C), pages 124-147.
  26. Saad, Mohsen & Samet, Anis, 2020. "Collectivism and commonality in liquidity," Journal of Business Research, Elsevier, vol. 116(C), pages 137-162.
  27. Sensoy, Ahmet & Hacihasanoglu, Erk & Nguyen, Duc Khuong, 2015. "Dynamic convergence of commodity futures: Not all types of commodities are alike," Resources Policy, Elsevier, vol. 44(C), pages 150-160.
  28. Syamala, Sudhakar Reddy & Reddy, V. Nagi & Goyal, Abhinav, 2014. "Commonality in liquidity: An empirical examination of emerging order-driven equity and derivatives market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 317-334.
  29. Petrella, Giovanni & Resti, Andrea, 2017. "What drives the liquidity of sovereign bonds when markets are under stress? An assessment of the new Basel 3 rules on bank liquid assets," Journal of Financial Stability, Elsevier, vol. 33(C), pages 297-310.
  30. Fu, Yumei & He, Feng & Li, Jintian & Zan, Bingyan, 2024. "Commonality in liquidity and corporate default risk - Evidence from China," Research in International Business and Finance, Elsevier, vol. 69(C).
  31. Chuang, Wen-I & Lee, Hsiu-Chuan, 2010. "The Impact of Short-Sales Constraints on Liquidity and the Liquidity-Return Relations," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 521-535, November.
  32. Sensoy, Ahmet, 2019. "Commonality in ask-side vs. bid-side liquidity," Finance Research Letters, Elsevier, vol. 28(C), pages 198-207.
  33. Dang, Tung Lam & Luong, Hoang & Nguyen, Lily & Nguyen, My, 2024. "Political uncertainty and commonality in liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
  34. 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.
  35. Syeda Hina Zaidi & Nousheen Tariq Bhutta, 2021. "Liquidity Synchronization and Asset Valuation in Selected Emerging Asian Economies," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 11(6), pages 488-500.
  36. Sensoy, Ahmet & Uzun, Sevcan & Lucey, Brian M., 2021. "Commonality in FX liquidity: High-frequency evidence," Finance Research Letters, Elsevier, vol. 39(C).
  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. Sensoy, Ahmet, 2016. "Commonality in liquidity: Effects of monetary policy and macroeconomic announcements," Finance Research Letters, Elsevier, vol. 16(C), pages 125-131.
  39. Chiu, Yen-Chen, 2020. "Macroeconomic uncertainty, information competition, and liquidity," Finance Research Letters, Elsevier, vol. 34(C).
  40. Syeda Hina Zaidi & Ramona Rupeika-Apoga, 2021. "Liquidity Synchronization, Its Determinants and Outcomes under Economic Growth Volatility: Evidence from Emerging Asian Economies," Risks, MDPI, vol. 9(2), pages 1-20, February.
  41. Bai, Min & Qin, Yafeng, 2015. "Commonality in liquidity in emerging markets: Another supply-side explanation," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 90-106.
  42. 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.
  43. Lynch, Andrew & Nikolic, Biljana & Yan, Xuemin (Sterling) & Yu, Han, 2014. "Aggregate short selling, commonality, and stock market returns," Journal of Financial Markets, Elsevier, vol. 17(C), pages 199-229.
  44. Reza Bradrania & Robert Elliott & Winston Wu, 2022. "Institutional ownership and liquidity commonality: evidence from Australia," Papers 2211.03287, arXiv.org.
  45. Dang, Tung Lam & Moshirian, Fariborz & Wee, Claudia Koon Ghee & Zhang, Bohui, 2015. "Cross-listings and liquidity commonality around the world," Journal of Financial Markets, Elsevier, vol. 22(C), pages 1-26.
  46. 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.
  47. Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi & John Sedunov, 2021. "The Granular Nature of Large Institutional Investors," Management Science, INFORMS, vol. 67(11), pages 6629-6659, November.
  48. Peranginangin, Yessy & Ali, Akbar Z. & Brockman, Paul & Zurbruegg, Ralf, 2016. "The impact of foreign trades on emerging market liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 40(PA), pages 1-16.
  49. Ince, Baris, 2022. "Liquidity components: Commonality in liquidity, underreaction, and equity returns," Journal of Financial Markets, Elsevier, vol. 60(C).
  50. Hu, Zhijun & Sun, Ping-Wen, 2024. "Salience theory, investor sentiment, and commonality in sentiment: Evidence from the Chinese stock market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 42(C).
  51. French, Joseph J. & Taborda, Rodrigo, 2018. "Disentangling the relationship between liquidity and returns in Latin America," Global Finance Journal, Elsevier, vol. 36(C), pages 23-40.
  52. Kaul, Aditya & Mehrotra, Vikas & Stefanescu, Carmen, 2016. "Location and excess comovement," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 293-308.
  53. Inekwe, John Nkwoma, 2020. "Liquidity connectedness and output synchronisation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 66(C).
  54. Marshall, Ben R. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2013. "Liquidity commonality in commodities," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 11-20.
  55. Ramos, Henrique Pinto & Righi, Marcelo Brutti, 2020. "Liquidity, implied volatility and tail risk: A comparison of liquidity measures," International Review of Financial Analysis, Elsevier, vol. 69(C).
  56. Corwin, Shane A. & Lipson, Marc L., 2011. "Order characteristics and the sources of commonality in prices and liquidity," Journal of Financial Markets, Elsevier, vol. 14(1), pages 47-81, February.
  57. Chiara Banti, 2016. "Illiquidity In The Stock And Foreign Exchange Markets: An Investigation Of Their Cross-Market Dynamics," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 39(4), pages 411-436, December.
  58. Banti, Chiara & Phylaktis, Kate, 2015. "FX market liquidity, funding constraints and capital flows," Journal of International Money and Finance, Elsevier, vol. 56(C), pages 114-134.
  59. Moshirian, Fariborz & Qian, Xiaolin & Wee, Claudia Koon Ghee & Zhang, Bohui, 2017. "The determinants and pricing of liquidity commonality around the world," Journal of Financial Markets, Elsevier, vol. 33(C), pages 22-41.
  60. Garcia-Feijoo, Luis & Jensen, Gerald R. & Jensen, Tyler K., 2018. "Momentum and funding conditions," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 312-329.
  61. Chuliá, Helena & Koser, Christoph & Uribe, Jorge M., 2020. "Uncovering the time-varying relationship between commonality in liquidity and volatility," International Review of Financial Analysis, Elsevier, vol. 69(C).
  62. Klein, Olga & Song, Shiyun, 2021. "Commonality in intraday liquidity and multilateral trading facilities: Evidence from Chi-X Europe," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
  63. Joanna Olbrys, 2019. "Intra-market commonality in liquidity: new evidence from the Polish stock exchange," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 14(2), pages 251-275, June.
  64. Ramos, Henrique P. & Perlin, Marcelo S. & Righi, Marcelo B., 2017. "Mispricing in the odd lots market in Brazil," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 618-628.
  65. repec:ehu:cuader:15779 is not listed on IDEAS
  66. Fu, Lili & Pan, Liyuan & Wu, Fengyun, 2021. "Does passive investment have a positive governance effect? Evidence from index funds ownership and corporate innovation," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 524-545.
  67. Vo, Thi Thuy Anh & Dang, Tung Lam & Dang, Man & Hoang, Viet Anh, 2021. "Institutional ownership and commonality in liquidity," Research in International Business and Finance, Elsevier, vol. 57(C).
  68. Hvidkjær, Søren & Massa, Massimo & Rzeźnik, Aleksandra, 2023. "Co-illiquidity management," Journal of Empirical Finance, Elsevier, vol. 74(C).
  69. Lang, Mark & Maffett, Mark, 2011. "Transparency and liquidity uncertainty in crisis periods," Journal of Accounting and Economics, Elsevier, vol. 52(2), pages 101-125.
  70. Abdulrahman Alhassan & Atsuyuki Naka & Abdullah Noman, 2021. "Oil Market Factors as a Source of Commonality in Liquidity in International Equity Markets," JRFM, MDPI, vol. 14(8), pages 1-33, August.
  71. Ramzi Benkraiem & Mondher Bouattour & Emilios Galariotis & Anthony Miloudi, 2021. "Do investors in SMEs herd? Evidence from French and UK equity markets," Small Business Economics, Springer, vol. 56(4), pages 1619-1637, April.
  72. Lowe, Alpha, 2014. "The demand-side explanation for commonality in liquidity: The role of institutional ownership in the Taiwan Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 59-85.
  73. Modena, Matteo & Linciano, Nadia & Gentile, Monica & Fancello, Francesco, 2014. "The liquidity of dual-listed corporate bonds: empirical evidence from Italian markets," MPRA Paper 62479, University Library of Munich, Germany, revised 23 Feb 2015.
  74. Li, Mingsheng & Zhao, Xin, 2016. "Neighborhood effect on stock price comovement," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 1-22.
  75. Rösch, Christoph G. & Kaserer, Christoph, 2014. "Reprint of: Market liquidity in the financial crisis: The role of liquidity commonality and flight-to-quality," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 152-170.
  76. Pilar Abad & M. Dolores Robles & Gare Cuervo, 2013. "Changes in Corporate Debt Ratings and Stock Liquidity: Evidence from the Spanish Market," Documentos de Trabajo del ICAE 2013-11, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
  77. Claessens, Stijn & Yafeh, Yishay, 2008. "Additions to Market Indices and the Comovement of Stock Returns around the World," CEPR Discussion Papers 7052, C.E.P.R. Discussion Papers.
  78. Apergis, Nicholas & Dastidar, Sayantan Ghosh, 2024. "Local stock liquidity and local factors: Fresh evidence from US firms across states," Research in International Business and Finance, Elsevier, vol. 67(PA).
  79. Haghighi, Afshin & Faff, Robert & Oliver, Barry, 2024. "Retail traders and co-movement: Evidence from Robinhood trading activity," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  80. Schneider, Michael & Lillo, Fabrizio & Pelizzon, Loriana, 2016. "How has sovereign bond market liquidity changed? An illiquidity spillover analysis," SAFE Working Paper Series 151, Leibniz Institute for Financial Research SAFE.
  81. Sensoy, Ahmet, 2017. "Firm size, ownership structure, and systematic liquidity risk: The case of an emerging market," Journal of Financial Stability, Elsevier, vol. 31(C), pages 62-80.
  82. Evan Gatev & Mingxin Li, 2017. "Hedge funds as international liquidity providers: evidence from convertible bond arbitrage in Canada," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 31(2), pages 117-136, May.
  83. 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.
  84. Liu, Ziqiang & Gao, Xin & Xu, Hao & Xu, Weidong, 2024. "Climate change exposure and stock liquidity commonality: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  85. Anagnostidis, Panagiotis & Fontaine, Patrice, 2020. "Liquidity commonality and high frequency trading: Evidence from the French stock market," International Review of Financial Analysis, Elsevier, vol. 69(C).
  86. Zeng, Yeqin, 2016. "Institutional investors: Arbitrageurs or rational trend chasers," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 240-262.
  87. Lee, Hsiu-Chuan & Tseng, Yung-Ching & Yang, Chung-Jen, 2014. "Commonality in liquidity, liquidity distribution, and financial crisis: Evidence from country ETFs," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 35-58.
  88. Kondor, Péter & Sadka, Ronnie & Kang, Namho, 2011. "Idiosyncratic Return Volatility in the Cross-Section of Stocks," CEPR Discussion Papers 8307, C.E.P.R. Discussion Papers.
  89. Chiu, Junmao & Chung, Huimin, 2019. "Legal institutions and fragile financial markets," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 277-298.
  90. Rösch, Christoph G. & Kaserer, Christoph, 2013. "Market liquidity in the financial crisis: The role of liquidity commonality and flight-to-quality," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2284-2302.
  91. Chang, Ya-Ting & Gau, Yin-Feng & Hsu, Chih-Chiang, 2017. "Liquidity Commonality in Foreign Exchange Markets During the Global Financial Crisis and the Sovereign Debt Crisis: Effects of Macroeconomic and Quantitative Easing Announcements," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 172-192.
  92. Chung, Kee H. & Chuwonganant, Chairat, 2014. "Uncertainty, market structure, and liquidity," Journal of Financial Economics, Elsevier, vol. 113(3), pages 476-499.
  93. Abhinava Tripathi & Vipul & Alok Dixit, 0. "Liquidity commonality beyond best prices: Indian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 0, pages 1-19.
  94. Abhinava Tripathi & Vipul & Alok Dixit, 2020. "Liquidity commonality beyond best prices: Indian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 355-373, July.
  95. Orlov, Vitaly, 2016. "Currency momentum, carry trade, and market illiquidity," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 1-11.
  96. Cenesizoglu, Tolga & Grass, Gunnar, 2018. "Bid- and ask-side liquidity in the NYSE limit order book," Journal of Financial Markets, Elsevier, vol. 38(C), pages 14-38.
  97. Gong, Qiang & Jacoby, Gady & Li, Shi & Lu, Lei, 2021. "Commonality in disagreement," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
  98. Vassilios G. Papavassilioua & Fan Dora Xiab, 2024. "Liquidity in the euro-area sovereign bond market during the “dash for cash” driven by the COVID-19 crisis," Working Papers 202406, Geary Institute, University College Dublin.
  99. Jieun Lee & Kee H. Chung, 2015. "Foreign Ownership, Legal System and Stock Market Liquidity," Working Papers 2015-15, Economic Research Institute, Bank of Korea.
  100. Ma, Xiuli & Zhang, Xindong & Liu, Weimin, 2021. "Further tests of asset pricing models: Liquidity risk matters," Economic Modelling, Elsevier, vol. 95(C), pages 255-273.
  101. Lee, Jieun & Ryu, Doojin, 2019. "How does FX liquidity affect the relationship between foreign ownership and stock liquidity?," Emerging Markets Review, Elsevier, vol. 39(C), pages 101-119.
  102. Broman, Markus S., 2016. "Liquidity, style investing and excess comovement of exchange-traded fund returns," Journal of Financial Markets, Elsevier, vol. 30(C), pages 27-53.
  103. Bandi, Federico M. & Pirino, Davide & Renò, Roberto, 2024. "Systematic staleness," Journal of Econometrics, Elsevier, vol. 238(1).
  104. Ana González & Gonzalo Rubio, 2011. "Portfolio choice and the effects of liquidity," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 2(1), pages 53-74, March.
  105. Richter, Thomas Julian, 2022. "Liquidity commonality in sovereign bond markets," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 501-518.
  106. Wang, Jianxin, 2013. "Liquidity commonality among Asian equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1209-1231.
  107. Benzennou, Bouchra & ap Gwilym, Owain & Williams, Gwion, 2020. "Commonality in liquidity across options and stock futures markets," Finance Research Letters, Elsevier, vol. 32(C).
  108. Isshaq, Zangina & Faff, Robert, 2016. "Does the uncertainty of firm-level fundamentals help explain cross-sectional differences in liquidity commonality?," Journal of Banking & Finance, Elsevier, vol. 68(C), pages 153-161.
  109. Mu-Shun Wang, 2022. "Shareholder Disputes and Commonality in Liquidity: Evidence from the Equity Markets in China," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 29(2), pages 291-325, June.
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