What Factors Affect Stocks’ Abnormal Return during the COVID-19 Pandemic: Data from the Indonesia Stock Exchange Data from the Indonesia Stock Exchange
Article Main Content
This study identifies Indonesian investors’ reactions to the drop in stock prices on the Indonesia Stock Exchange market, during the early months of the COVID-19 crisis, before and after the World Health Organization (WHO) announced that its global spread constitutes a pandemic. It also explores variables that influence stock returns on this market during the financial crisis caused by the COVID-19 pandemic. This study uses a regression analysis of 70 firms, listed on the Indonesia Stock Exchange to examine the pandemic’s influence on trading volume, market capitalization, profitability, and book value for the period December 31, 2019, to April 30, 2020. The results show that stock returns were lower in the early period of the financial crisis caused by the pandemic. Firms’ trading volumes, profitability and book values positively affected stock returns and their market capitalization negatively affected stock returns during the study period. This study contributes useful insights to the finance literature and stock-market participants in terms of dealing with stock markets during financial crises. This study recommends that in any crisis investors should begin buying stocks or increasing their stock purchases to achieve abnormal returns by choosing stocks that perform well in terms of firm profitability and book value by looking a number of financial factors.
References
-
Abreu, M., & Mendes, V. (2020). Do individual investors trade differently in different financial markets?. The European Journal of Finance, 1-18.
Google Scholar
1
-
Aggarwal, R., Hiraki, T., & Rao, R. P. (1992). Price/book value ratios and equity returns on the Tokyo Stock Exchange: Empirical evidence of an anomalous regularity. Financial Review, 27(4), pp. 589-605.
Google Scholar
2
-
Al-Awadhi, A. M., Al-Saifi, K., Al-Awadhi, A., & Alhamadi, S. (2020). Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of behavioral and experimental finance, 100326
Google Scholar
3
-
Al-Awadhi, A. M., Al-Saifi, K., Al-Awadhi, A., & Alhamadi, S. (2020). Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 100326.
Google Scholar
4
-
Ali, M., Alam, N., & Rizvi, S. A. R. (2020). Coronavirus (COVID-19)–An epidemic or pandemic for financial markets. Journal of Behavioral and Experimental Finance, 100341
Google Scholar
5
-
AlNajjar, F. K., & Riahi‐Belkaoui, A. (1999). Multinationality, profitability and firm value. Managerial Finance. Vol. 25 No. 12, pp. 31-41.
Google Scholar
6
-
Amihud, Y. (2002). Illiquidity and stock returns: cross-section and time-series effects. Journal of financial markets, 5(1), 31-56
Google Scholar
7
-
Ashraf, B. N. (2020). Economic impact of government interventions during the COVID-19 pandemic: International evidence from financial markets. Journal of Behavioral and Experimental Finance, 27, 100371.
Google Scholar
8
-
Baker, M., & Wurgler, J. (2006). Investor sentiment and the cross‐section of stock returns. The journal of Finance, 61(4), 1645-1680.
Google Scholar
9
-
Baker, S. R., Bloom, N., Davis, S. J., Kost, K. J., Sammon, M. C., & Viratyosin, T. (2020). The unprecedented stock market impact of COVID-19 (No. w26945). National Bureau of Economic Research.
Google Scholar
10
-
Baur, D. G., Dimpfl, T., & Jung, R. C. (2012). Stock return autocorrelations revisited: A quantile regression approach. Journal of Empirical Finance, 19(2), 254-265.
Google Scholar
11
-
Bellofatto, A., D’Hondt, C., & De Winne, R. (2018). Subjective financial literacy and retail investors’ behavior. Journal of Banking & Finance, 92, 168-181.
Google Scholar
12
-
Chae, J., & Kang, M. (2019). Low-volume return premium in the Korean stock market. Pacific-Basin Finance Journal, 58, 101204.
Google Scholar
13
-
Chen, S. S. (2012). Revisiting the empirical linkages between stock returns and trading volume. Journal of Banking & Finance, 36(6), 1781-1788.
Google Scholar
14
-
Choi, K. H., & Yoon, S. M. (2020). Investor Sentiment and Herding Behavior in the Korean Stock Market. International Journal of Financial Studies, 8(2), 34.
Google Scholar
15
-
Endri, E., Abidin, Z., Simanjuntak, T. P., & Nurhayati, I. (2020). Indonesian Stock Market Volatility: GARCH Model. Montenegrin Journal of Economics, 16(2), 7-17.
Google Scholar
16
-
Fama, Eugene F. dan Kenneth R. French (2008), “Dissecting Anomalies”, The Journal of Finance, Vol. LXIII, No. 4, pp.1653-1678.
Google Scholar
17
-
Fornell, C., Morgeson III, F. V., & Hult, G. T. M. (2016). Stock returns on customer satisfaction do beat the market: gauging the effect of a marketing intangible. Journal of Marketing, 80(5), 92-107.
Google Scholar
18
-
French, K. R., Schwert, G. W., & Stambaugh, R. F. (1987). Expected stock returns and volatility. Journal of financial Economics, 19(1), 3.
Google Scholar
19
-
Garcia, V. F., & Liu, L. (1999). Macroeconomic determinants of stock market development. Journal of Applied Economics, 2(1), 29-59.
Google Scholar
20
-
Girard, Eric. dan Rita Biswas (2007), “Trading Volume and Market Volatility: Developed versus Emerging Stock Markets”, The Financial Review, 42, pp. 429-459
Google Scholar
21
-
Granville, J. E. (2018). Granville’s New Key to Stock Market Profits. Pickle Partners Publishing.
Google Scholar
22
-
Guidolin, Massimo & Tam, Yu Man, 2013. "A yield spread perspective on the great financial crisis: Break-point test evidence," International Review of Financial Analysis, Elsevier, vol. 26(C), pages 18-39.
Google Scholar
23
-
Gulzar, S., Mujtaba Kayani, G., Xiaofen, H., Ayub, U., & Rafique, A. (2019). Financial cointegration and spillover effect of global financial crisis: A study of emerging Asian financial markets. Economic research-Ekonomska istraživanja, 32(1), 187-218.
Google Scholar
24
-
Guo, F., Chen, C. R., & Huang, Y. S. (2011). Markets contagion during financial crisis: A regime-switching approach. International Review of Economics & Finance, 20(1), 95-109.
Google Scholar
25
-
Hao, S., Jin, Q., & Zhang, G. (2011). Investment growth and the relation between equity value, earnings, and equity book value. The Accounting Review, 86(2), 605-635.
Google Scholar
26
-
Indrayono, Yohanes, 2011. “Disposition Effect Terhadap Hubungan Antara Nilai Fundamental dan Harga Saham Pada Periode Krisis Finansial”, Jurnal Keuangan dan Perbankan, Vol.15, No.3 September 2011, hlm. 315–326
Google Scholar
27
-
Jiang, Y., Yu, M., & Hashmi, S. M. (2017). The financial crisis and co-movement of global stock markets — A case of six major economies. Sustainability, 9(2), 260.
Google Scholar
28
-
Jin, X., & An, X. (2016). Global financial crisis and emerging stock market contagion: A volatility impulse response function approach. Research in International Business and Finance, 36, 179-195.
Google Scholar
29
-
Klingebiel, D., Claessens, S., & Schmukler, S. (2002). Explaining the Migration of Stocks from Exchanges in Emerging Economies to International Centers. The World Bank.
Google Scholar
30
-
Lee, B. S., & Rui, O. M. (2002). The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence. Journal of Banking & Finance, 26(1), 51-78.
Google Scholar
31
-
Lei, Z., & Shcherbakova, A. V. (2015). Revealing climate change opinions through investment behavior: Evidence from Fukushima. Journal of Environmental Economics and Management, 70, 92-108.
Google Scholar
32
-
Leite, A. L., Klotzle, M. C., Pinto, A. C. F., & da Silva, A. F. (2018). Size, value, profitability, and investment: Evidence from emerging markets. Emerging Markets Review, 36, 45-59.
Google Scholar
33
-
Macagnan, C. B. (2009). Voluntary disclosure of intangible resources and stock profitability. Intangible Capital, Vol. 5, No. 1.pp.1-32.
Google Scholar
34
-
Mahenthiran, S., Gjerde, T., & Silva-Palavecinos, B. (2020). Stock Market Contagion during the Global Financial Crises: Evidence from the Chilean Stock Market. International Journal of Financial Studies, 8(2), 26.
Google Scholar
35
-
Majid, M. Shabri Abd. and Benazir (2015). An Indirect Impact of the Price to Book Value to the Stock Returns: An Empirical Evidence from the Property Companies in Indonesia. Jurnal Akuntansi dan Keuangan, Vol. 17, No. 2, November 2015, pp. 91-96.
Google Scholar
36
-
Mazur, M., Dang, M., & Vega, M. (2020). COVID-19 and the march 2020 stock market crash. Evidence from S&P1500. Finance Research Letters, 101690.
Google Scholar
37
-
Mazur, M., Dang, M., & Vega, M. (2020). COVID-19 and the march 2020 stock market crash. Evidence from S&P1500. Finance Research Letters, 101690.
Google Scholar
38
-
Meligkotsidou, L., Panopoulou, E., Vrontos, I. D., & Vrontos, S. D. (2019). Out-of-sample equity premium prediction: A complete subset quantile regression approach. The European Journal of Finance, 1-26.
Google Scholar
39
-
Mishkin, F. S. (1996). Understanding financial crises: a developing country perspective (No. w5600). National Bureau of Economic Research.
Google Scholar
40
-
Naik, P. K., & Padhi, P. (2015). On the linkage between stock market development and economic growth in emerging market economies: Dynamic panel evidence. Review of Accounting and Finance, 14(4), 363-381.
Google Scholar
41
-
Öztek, M. F., & Öcal, N. (2017). Financial crises and the nature of correlation between commodity and stock markets. International Review of Economics & Finance, 48, 56-68.
Google Scholar
42
-
Patel, Sandeep A. dan Asani Sarkar (1998), “Crises in Developed and Emerging Stock Markets”, Financial Analysts Journal, Nov-Dec, pp.50-59
Google Scholar
43
-
Pathirawasam C (2011) The Relationship between Trading Volume and Stock Returns. J Competitiveness 3: 41-49.
Google Scholar
44
-
Phan, D. H. B., & Narayan, P. K. (2020). Country responses and the reaction of the stock market to COVID-19—A preliminary exposition. Emerging Markets Finance and Trade, 56(10), 2138-2150.
Google Scholar
45
-
Poon, S. H., & Granger, C. W. (2003). Forecasting volatility in financial markets: A review. Journal of economic literature, 41(2), 478-539.
Google Scholar
46
-
Ravichandran, K., & Bose, S. (2012). Relationship between stock return and trading volume. Research Journal of Business Management, 6(1), 30-39.
Google Scholar
47
-
Rossi, M., & Gunardi, A. (2018). Efficient market hypothesis and stock market anomalies: Empirical evidence in four European countries. Journal of Applied Business Research (JABR), 34(1), 183-192.
Google Scholar
48
-
Rui, Oliver. M, Gong-meng Chen, Michael Firth (2001). The Dynamic Relation Between Stock Returns, Trading Volume, and Volatility. Financial Review, 36(3, pp.153-73.
Google Scholar
49
-
Sabri, Nidal Rashid (2008), “The impact of trading volume on stock price volatility in the Arab economy”, Journal of Derivatives & Hedge Funds, Vol. 14, pp. 285–298
Google Scholar
50
-
Sadka, G. (2007), “Understanding Stock Price Volatility: The Role of Earnings”, Journal of Accounting Research, 45 (1), pp. 199–228.
Google Scholar
51
-
Sadka, Gil. and Ronnie Sadka (2009). Predictability and the Earnings-Return Relation. Journal of Financial Economics, 94(1), pp. 87-106.
Google Scholar
52
-
Sugiarto, A. (2011). Analysis of Effect of Beta, Company Size, DER and PBV Ratio Stock Return. Journal of Accounting Dynamics, 3(1), 8-14.
Google Scholar
53
-
Tooze, A. (2018). Crashed: How a decade of financial crises changed the world. Penguin.
Google Scholar
54
-
Ur Rehman, H., & Gul, F. (2017). Stock Return Predictability Using Panel Regression: Empirical Evidence from Pakistani Equity Market. Journal of Managerial Sciences, 11(2).
Google Scholar
55
-
Wagner, A. F. (2020). What the stock market tells us about the post-COVID-19 world. Nature Human Behaviour, 4(5), 440-440.
Google Scholar
56
-
Wang, G. J., Xie, C., Lin, M., & Stanley, H. E. (2017). Stock market contagion during the global financial crisis: A multiscale approach. Finance Research Letters, 22, 163-168.
Google Scholar
57
-
Yang, D., Ma, T., Wang, Y., & Wang, G. (2020). Does Investor Attention Affect Stock Trading and Returns? Evidence from Publicly Listed Firms in China. Journal of Behavioral Finance, 1-14.
Google Scholar
58
-
Zhang, J. B., Gao, Y. C., & Cai, S. M. (2020). The hierarchical structure of stock market in times of global financial crisis. Physica A: Statistical Mechanics and its Applications, 542, 123452.
Google Scholar
59
-
Zuhroh, I. (2019). The Effects of Liquidity, Firm Size, and Profitability on the Firm Value with Mediating Leverage. KnE Social Sciences, 203-230.
Google Scholar
60





