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Articles

Predicting financial market returns in the presence of health crisis: evidence from conventional and Islamic stock markets

Pages 1786-1806 | Received 12 Jan 2021, Accepted 21 Apr 2021, Published online: 01 Jun 2021

References

  • Adachi, Y., Masuda, M., & Takeda, F. (2017). Google search intensity and its relationship to the returns and liquidity of Japanese startup stocks. Pacific-Basin Finance Journal, 46, 243–257. https://doi.org/10.1016/j.pacfin.2017.09.009
  • Akıncı, Ö., & Chahrour, R. (2018). Good news is bad news: Leverage cycles and sudden stops. Journal of International Economics, 114, 362–375. https://doi.org/10.1016/j.jinteco.2018.07.006
  • Al-Awadhi, A. M., Alsaifi, K., Al-Awadhi, A., & Alhammadi, S. (2020). Death and contagious infectious diseases: Impact of the COVİD-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 27, 100326. https://doi.org/10.1016/j.jbef.2020.100326
  • Albulescu, C. T. (2021). COVID-19 and the United States financial markets’ volatility. Finance Research Letters, 38, 101699. https://doi.org/10.1016/j.frl.2020.101699
  • Aloui, C., Hkiri, B., Lau, C. K. M., & Yarovaya, L. (2016). Investors’ sentiment and US İslamic and conventional indexes nexus: A time–frequency analysis. Finance Research Letters, 19, 54–59. https://doi.org/10.1016/j.frl.2016.06.002
  • Arif, M., Naeem, M. A., Hasan, M., Alawi, M. S., & Taghizadeh-Hesary, F. (2021). Pandemic crisis versus global financial crisis: Are Islamic stocks a safe-haven for G7 markets? Economic Research-Ekonomska Istraživanja, 1–21. https://doi.org/10.1080/1331677X.2021.1910532
  • Baek, S., Mohanty, S. K., & Glambosky, M. (2020). COVİD-19 and stock market volatility: An industry level analysis. Finance Research Letters, 37, 101748.
  • Baig, A. S., Butt, H. A., Haroon, O., & Rizvi, S. A. R. (2021). Deaths, panic, lockdowns and US equity markets: The case of COVID-19 pandemic. Finance Research Letters, 38, 101701. https://doi.org/10.1016/j.frl.2020.101701
  • Baker, S. R., Bloom, N., Davis, S. J., Kost, K., Sammon, M., & Viratyosin, T. (2020). The unprecedented stock market reaction to COVİD-19. The Review of Asset Pricing Studies, 10(4), 742–758. https://doi.org/10.1093/rapstu/raaa008
  • Barber, B. M., & Odean, T. (2008). All the glitters: The effect of attention and news on the buying behaviour of individual and institutional investors. Review of Financial Studies, 21(2), 785–818. https://doi.org/10.1093/rfs/hhm079
  • Bijl, L., Kringhaug, G., Molnár, P., & Sandvik, E. (2016). Google searches and stock returns. International Review of Financial Analysis, 45, 150–156. https://doi.org/10.1016/j.irfa.2016.03.015
  • Breitmayer, B., Massari, F., & Pelster, M. (2019). Swarm intelligence? Opinion of the crowd and stock returns. International Economics and Finance, 64, 443–464.
  • Campbell, J. Y., & Thompson, S. B. (2008). Predicting excess stock returns out of sample: Can anything beat the historical average? Review of Financial Studies, 21(4), 1509–1531. https://doi.org/10.1093/rfs/hhm055
  • Cohen, L. J., Marcus, A. J., Rezaee, Z., & Tehranian, H. (2018). Waiting for guidance: Disclosure noise, verification delay, and the value relevance of good-news versus badnews management earnings forecasts. Global Finance Journal, 37, 79–62. https://doi.org/10.1016/j.gfj.2018.03.001
  • Corbet, S., Larkin, C., & Lucey, B. (2020). The contagion effects of the Covid-19 pandemic: Evidence from gold and cryptocurrencies. Finance Research Letters, 35, 101554.
  • Da, Z., Engelberg, J., & Gao, P. (2011). In search of attention. The Journal of Finance, 66(5), 1461–1499. https://doi.org/10.1111/j.1540-6261.2011.01679.x
  • Da, Z., Engelberg, J., & Gao, P. (2015). The sum of all fears investor sentiment and asset prices. Review of Financial Studies, 28(1), 1–32. https://doi.org/10.1093/rfs/hhu072
  • Ekinci, C., & Bulut, A. E. (2020). Google search and stock returns: A study on BIST 100 stocks. Global Finance Journal, 47, 100518. https://ssrn.com/abstract=3823743
  • Espinosa-Méndez, C., & Arias, J. (2021). COVID-19 effect on herding behaviour in European capital markets. Finance Research Letters, 38, 101787. https://doi.org/10.1016/j.frl.2020.101787
  • Ftiti, Z., & Hadhri, S. (2019). Can economic policy uncertainty, oil prices, and investor sentiment predict İslamic stock returns? A multi-scale perspective. Pacific-Basin Finance Journal, 53, 40–55. https://doi.org/10.1016/j.pacfin.2018.09.005
  • Harjoto, M. A., Rossi, F., Lee, R., & Sergi, B. S. (2020). How do equity markets react to COVİD-19? Evidence from emerging and developed countries. Journal of Economics and Business, 105966. https://doi.org/10.1016/j.jeconbus.2020.105966
  • Ho, C. S. F., Abd Rahman, N. A., Yusuf, N. H. M., & Zamzamin, Z. (2014). Performance ofglobal Islamic versus conventional share indices: International Evidence. Pacific-BasinFinance Journal, 28, 110–121.
  • Jawadi, N., Jawadi, F., & Cheffou, A. I. (2020). Computing the time-varying effects of investor attention in İslamic stock returns. Computational Economics, 1, 131–143.
  • Khan, M. A., Ahmad, R., Azmi, A., & Akbar, M. (2019). A new sentiment index for the İslamic stock market. Investment Analysts Journal, 48(2), 146–172. https://doi.org/10.1080/10293523.2019.1643968
  • Kostopoulos, D., Meyer, S., & Uhr, C. (2020). Google search volume and individual investor trading. Journal of Financial Markets, 49, 100544. https://doi.org/10.1016/j.finmar.2020.100544
  • Latoeiro, P., Ramos, S., & Veiga, H. (2013). Predictability of stock market activity using Google search queries. Universidad Carlos III de Madrid (UC3M) (Working paper no. 13-05).
  • Merton, R. (1987). A simple model of capital market equilibrium with incomplete information. The Journal of Finance, 42(3), 483–510. https://doi.org/10.1111/j.1540-6261.1987.tb04565.x
  • Mirza, N., Hasnaoui, J. A., Naqvi, B., & Rizvi, S. K. A. (2020). The impact of human capital efficiency on Latin American mutual funds during Covid-19 outbreak. Swiss Journal of Economics and Statistics, 156(1), 1–7. https://doi.org/10.1186/s41937-020-00066-6
  • Mirza, N., Naqvi, B., Rahat, B., & Rizvi, S. K. A. (2020). Price reaction, volatility timing and funds’ performance during Covid-19. Finance Research Letters, 36, 101657. https://doi.org/10.1016/j.frl.2020.101657
  • Mirza, N., Rahat, B., Naqvi, B., & Rizvi, S. K. A. (2020). Impact of Covid-19 on corporate solvency and possible policy responses in the EU. The Quarterly Review of Economics and Finance, 1–10. https://doi.org/10.1016/j.qref.2020.09.002
  • Narayan, P. K. (2019). Can stale oil price news predict stock returns? Energy Economics, 83, 430–444. https://doi.org/10.1016/j.eneco.2019.07.022
  • Narayan, P. K., & Bannigidadmath, D. (2015). Are Indian stock returns predictable? Journal of Banking & Finance, 58, 506–531.
  • Narayan, P. K., & Bannigidadmath, D. (2017). Does financial news predict stock returns? New evidence from İslamic and non-İslamic stocks. Pacific-Basin Finance Journal, 42, 24–45. https://doi.org/10.1016/j.pacfin.2015.12.009
  • Nguyen, C. P., Schinckus, C., & Nguyen, T. V. H. (2019). Google search and stock returns in emerging markets. Borsa Istanbul Review, 19(4), 288–296. https://doi.org/10.1016/j.bir.2019.07.001
  • Odean, T. (1999). Do investors trade too much? American Economic Review, 89(5), 1279–1298. https://doi.org/10.1257/aer.89.5.1279
  • Perez-Liston, D., Huerta, D., & Haq, S. (2016). Does investor sentiment impact the returns and volatility of İslamic equities? Journal of Economics and Finance, 40(3), 421–437. https://doi.org/10.1007/s12197-014-9290-6
  • Rizvi, S. K. A., Mirza, N., Naqvi, B., & Rahat, B. (2020). Covid-19 and asset management in EU: A preliminary assessment of performance and investment styles. Journal of Asset Management, 21(4), 281–291. https://doi.org/10.1057/s41260-020-00172-3
  • Salisu, A. A., & Vo, X. V. (2020). Predicting stock returns in the presence of COVİD-19 pandemic: The role of health news. International Review of Financial Analysis, 71, 101546. https://doi.org/10.1016/j.irfa.2020.101546
  • Sherif, M. (2020). The impact of Coronavirus (COVİD-19) outbreak on faith-based investments: An original analysis. Journal of Behavioral and Experimental Finance, 28, 100403. https://doi.org/10.1016/j.jbef.2020.100403
  • Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In Festschrift in honor of Peter Schmidt (pp. 281–314). New York, NY: Springer.
  • Smales, L. A. (2020). Investor attention and the response of US stock sectors to the COVİD-19 crisis. Review of Behavioral Finance, 13(1), 20–39. https://doi.org/10.2139/ssrn.3625487
  • Svensson, J. (2000). Is the bad news principle for real? Economics Letters, 66(3), 327–331. https://doi.org/10.1016/S0165-1765(99)00205-0
  • Swamy, V., Dharani, M., & Takeda, F. (2019). Investor attention and Google search volume index: Evidence from an emerging market using quantile regression analysis. Research in International Business and Finance, 50, 1–17. https://doi.org/10.1016/j.ribaf.2019.04.010
  • Takeda, F., & Wakao, T. (2014). Google search intensity and its relationship with returns and trading volume of Japanese stocks. Pacific-Basin Finance Journal, 27, 1–18. https://doi.org/10.1016/j.pacfin.2014.01.003
  • Tantaopas, P., Padungsaksawasdi, C., & Treepongkaruna, S. (2016). Attention effect via internet search intensity in Asia-Pacific stock markets. Pacific-Basin Finance Journal, 38, 107–124. https://doi.org/10.1016/j.pacfin.2016.03.008
  • Trichilli, Y., Abbes, M. B., & Masmoudi, A. (2020a). Predicting the effect of Googling investor sentiment on İslamic stock market returns. International Journal of Islamic and Middle Eastern Finance and Management, 13(2), 165–193. https://doi.org/10.1108/IMEFM-07-2018-0218
  • Trichilli, Y., Abbes, M. B., & Masmoudi, A. (2020b). İslamic and conventional portfolios optimization under investor sentiment states: Bayesian vs Markowitz portfolio analysis. Research in International Business and Finance, 51, 101071. https://doi.org/10.1016/j.ribaf.2019.101071
  • Tuna, G. (2017). Time varying causality between gold and oil prices. Romanian Economic and Business Review, 12(1), 59–67.
  • Tuna, G. (2019). Interaction between precious metals price and Islamic stock markets. International Journal of Islamic and Middle Eastern Finance and Management, 12(1), 96–11. https://doi.org/10.1108/IMEFM-06-2017-0143
  • Tuna, G., & Tuna, V. E. (2019). Which commodity group is the safe haven for Islamic stock markets? International Journal of Economics, Management and Accounting, 27(2), 253–267.
  • Vlastakis, N., & Markellos, R. N. (2012). Information demand and stock market volatility. Journal of Banking & Finance, 36(6), 1808–1821. https://doi.org/10.1016/j.jbankfin.2012.02.007
  • Vozlyublennaia, N. (2014). Investor attention, index performance, and return predictability. Journal of Banking & Finance, 41, 17–35. https://doi.org/10.1016/j.jbankfin.2013.12.010
  • Yarovaya, L., Mirza, N., Abaidi, J., & Hasnaoui, A. (2021). Human capital efficiency and equity funds’ performance during the COVID-19 pandemic. International Review of Economics & Finance, 71, 584–591. https://doi.org/10.1016/j.iref.2020.09.017
  • Yarovaya, L., Mirza, N., Rizvi, S. K. A., Saba, I., & Naqvi, B. (2020). The resilience of Islamic equity funds during COVID-19: Evidence from risk adjusted performance, investment styles and volatility timing. Investment Styles and Volatility Timing, November 25, 1–28. https://doi.org/10.2139/ssrn.3737689
  • Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVİD-19. Finance Research Letters, 36, 101528. https://doi.org/10.1016/j.frl.2020.101528