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Flight-to-Liquidity and Excess Stock Return: Empirical Evidence from a Dynamic Panel Model

Author

Listed:
  • Asif Ali

    (Department of Business Studies, Pakistan Institute of Development Economics, Islamabad 44000, Pakistan)

  • Habib Ur Rahman

    (Faculty of Higher Education (Accounting and Finance), Holmes Institute, Gold Coast, QLD 4217, Australia)

  • Adam Arian

    (School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Darling Heights, QLD 4350, Australia)

  • John Sands

    (School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Darling Heights, QLD 4350, Australia)

Abstract

This study examines the impact of the flight-to-liquidity (FTL) phenomenon on the excess stock return by applying the previously developed generalised method of moments (GMM) framework. For this purpose, we use the data covering the period from 2004 to 2018 for 122 public companies listed on the Pakistan Stock Exchange (PSX). This study uses six proxies to measure the expected and unexpected illiquidity. The empirical investigation reveals that expected and unexpected illiquidities greatly influence smaller firms more notably than larger ones, which induces FTL phenomena into the market. Moreover, a FTL phenomenon triggered the Pakistani equity market during the financial crisis, when a significant decline appeared and the less liquid stocks were strongly affected. The results reveal that FTL risk is priced in the Pakistan equity market, making large stocks relatively more attractive in times of dire liquidity. These findings further suggest that the market participants in the Pakistan equity market, including policymakers, regulators and investors, should not ignore FTL phenomena while designing their portfolios.

Suggested Citation

  • Asif Ali & Habib Ur Rahman & Adam Arian & John Sands, 2023. "Flight-to-Liquidity and Excess Stock Return: Empirical Evidence from a Dynamic Panel Model," JRFM, MDPI, vol. 16(12), pages 1-16, December.
  • Handle: RePEc:gam:jjrfmx:v:16:y:2023:i:12:p:515-:d:1298848
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    References listed on IDEAS

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    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. 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.
    3. Evans Olaniyi, 2017. "Back to the Land: The Impact of Financial Inclusion on Agriculture in Nigeria," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 21(4), pages 885-903, Autumn.
    4. 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.
    5. Cathy Chen & Shu-Yu Chen & Sangyeol Lee, 2013. "Bayesian Unit Root Test in Double Threshold Heteroskedastic Models," Computational Economics, Springer;Society for Computational Economics, vol. 42(4), pages 471-490, December.
    6. Habib Ur Rahman & Adam Arian & John Sands, 2023. "Does Fiscal Consolidation Affect Non-Performing Loans? Global Evidence from Heavily Indebted Countries (HICs)," JRFM, MDPI, vol. 16(9), pages 1-15, September.
    7. Cardak, Buly A. & Martin, Vance L. & McAllister, Richard, 2019. "The effects of the Global Financial Crisis on the stock holding decisions of Australian households," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    8. Bahrawar Said & Shafiq Ur Rehman & Rizwan Ullah & Javed Khan & David McMillan, 2021. "Investor overreaction and global financial crisis: A case of Pakistan stock exchange," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1966195-196, January.
    9. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    10. Habib Ur Rahman & Ghulam Ali & Umer Zaman & Carlo Pugnetti, 2021. "Role of ICT Investment and Diffusion in the Economic Growth: A Threshold Approach for the Empirical Evidence from Pakistan," IJFS, MDPI, vol. 9(1), pages 1-14, March.
    11. 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.
    12. Mihail Busu, 2019. "The Role of Renewables in a Low-Carbon Society: Evidence from a Multivariate Panel Data Analysis at the EU Level," Sustainability, MDPI, vol. 11(19), pages 1-16, September.
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