Is cash flow growth helping stock performance during the COVID-19 outbreak? Evidence from Indonesia
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DOIhttp://dx.doi.org/10.21511/imfi.19(1).2022.19
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Article InfoVolume 19 2022, Issue #1, pp. 247-261
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The COVID-19 pandemic is an unexpected event that causes stock market investors to panic so that their value drops drastically. Operating cash flow and free cash flow are indicators of a company’s financial statements that are used as a reference for investors’ decision making in the stock market. A firm’s cash flows reflect real changes in the firm’s value for money. Cash flow growth can provide information on how well the firm’s performance is in generating incremental cash inflows that can increase firm value. This study aims to explore the relationship between cash flow growth before the COVID-19 pandemic and after the COVID-19 outbreak on stock price performance. This study uses the OLS regression method with a total sample of 426 companies in the Indonesian capital market in the period March 2, 2020 to March 2, 2021. The results show that cash flow growth from operations and free cash flow growth had no significant effect on stock return after COVID-19 outbreaks in years 2020 to 2021. Sales growth, market capitalization and stock return before the COVID-19 outbreak from 2019 to 2020 had a significant negative correlation with the post COVID-19 outbreak stock return. Then, sectors whose stock performance is positively correlated after the COVID-19 outbreak are basic industry, chemicals, miscellaneous industry and infrastructure. This shows that the economic crisis caused by COVID-19 is an anomaly in the stock market. Therefore, cash flow is not relevant information for investors in predicting a company’s performance during the COVID-19 pandemic crisis.
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JEL Classification (Paper profile tab)G01, G14, G41, G32
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References51
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Tables6
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Figures1
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- Figure 1. Research framework
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- Table 1. Sample selection criteria
- Table 2. Variable operations
- Table 3. Descriptive statistics
- Table 4. Regression model 1 results
- Table 5. Regression model 2 results
- Table 6. Sectoral returns before and after the COVID-19 outbreak
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- Arslan, O., Florackis, C., & Ozkan, A. (2006). The role of cash holdings in reducing investment–cash flow sensitivity: Evidence from a financial crisis period in an emerging market. Emerging Markets Review, 7(4), 320-338.
- 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.
- Ashraf, B. N. (2020). Stock markets’ reaction to Covid-19: cases or fatalities. Research in International Business and Finance, 54.
- Altig, D., Baker, S., Barrero, J. M., Bloom, N., Bunn, P., Chen, S., Davis, S. J., Leather, J., Meyer, B., Mihaylov, E., Mizen, P., Parker, N., Renault, T., Smietanka, P., & Thwaites, G. (2020). Economic uncertainty before and during the COVID-19 pandemic. Journal of Public Economics, 191.
- Ball, R., Gerakos, J., Linnainmaa, J. T., & Nikolaev, V. V. (2015). Deflating Profitability. Journal of Financial Economics, 117, 224-248.
- Batuman, B., Yildiz, Y., & Karan, M. B. (2021). The impact of the global financial crisis on corporate cash holdings: Evidence from Eastern European countries. Borsa Istanbul Review.
- Bepari, K., Rahman, S. F., & Taher Mollik, A. (2013). Value relevance of earnings and cash flows during the global financial crisis. Review of Accounting and Finance, 12(3), 226-251.
- Barth, M. E., Cram, D., & Nelson, K. (2001). Accruals and the prediction of future cash flows. The Accounting Review, 76(1), 27-58.
- Bartram, S. M., & Bodnar, G. M. (2009). No place to hide: The global crisis in equity markets in 2008/2009. Journal of International Money and Finance, 28(8), 1246-1292.
- Bernstein, L. A. (1993). Analysis of Financial Statements (4th ed.). Homewood IL: Irwin.
- Block, S. B. (1999). A study of financial analysts: Practice and theory. Financial Analysts Journal, 55(4), 86-92.
- Campello, M., Graham, J. R., & Harvey, C. R. (2010). The real effects of financial constraints: Evidence from a financial crisis. Journal of Financial Economics, 97(3), 470-487.
- Chang, S. C., Chen, S. S., Hsing, A. & Huang, C. W.(2007). Investment opportunities, free cash flow and stock valuation effects of secured debt offerings. Review of Quantitative Finance and Accounting, 28, 123-145.
- Cheng, C., & Hollie, D. (2008). Do core and non-core cash flows from operations persist differently in predicting future cash flows?. Review of Quantitative Finance and Accounting, 31 (1), 29-53.
- Cheung, T., Kroese, F., Fennis, B., & Ridder, D. (2015). Put a limit on it: The protective effects of scarcity heuristics when self-control is low. Health Psychology Open, 2, 1-11.
- Cooper, M. J., Gulen, H., & Schill, M. J. (2008). Asset growth and the cross section of stock returns. Journal of Finance, 63(4), 1609-1651.
- Dang, H., & Lin, M. (2016). Herd mentality in the stock market: On the role of idiosyncratic participants with heterogeneous information. International Review of Financial Analysis, 48, 247-60.
- Easley, D., & Kleinberg, J. (2010). Networks, Crowds, and Markets: Reasoning about a Highly Connected World. Cambridge International Press.
- Etikan, I. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1-4.
- Fahlenbrach, R., Rageth, K., & Stulz, R. M. (2020). How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis. The Review of Financial Studies, 34(11, November 2021), 5474-5521.
- Fink, K. J. (1993). Storm and Stress Anthropology. History of the Human Sciences, 6(1), 51-71.
- Foerster, S., Tsagarelis, J., & Wang, G. (2017). Are Cash Flows Better Stock Return Predictors Than Profits?. Financial Analysts Journal, 73(1), 1-27.
- Forbes, S. L. (2017). Post-disaster consumption: analysis from the 2011 Christchurch earthquake. The International Review of Retail, Distribution and Consumer Research, 27(1), 28-42.
- Goodell, J. W. (2020). Covid-19 and Finance: Agendas for Future Research. Finance Research Letters, 35.
- Ghassabi, F., & Zare-Farashbandi, F. (2015). The role of media in crisis management: A case study of Azerbaijan earthquake. International Journal of Health System and Disaster Management, 3, 95-102.
- Gregory, A., & Wang, Y.H. (2010). Cash Acquirers: Free Cash Flow, Shareholder Monitoring, and Shareholder Returns. SSRN Electronic Journal, 10(7).
- Grossman, S. J., & Hart, O. D. (1988). One Share-one Vote and the Market for Corporate Control. Journal of Financial Economics, 20, 175-202.
- Harvey, D. I., Leybourne, S. J., Sollis, R., & Taylor, A. R. (2016). Tests for explosive financial bubbles in the presence of non-stationary volatility. Journal of Empirical Finance, 38(B), 548-574.
- Jansen, W. Jos, & Stokman, Ad C. J. (2004). Foreign Direct Investment and International Business Cycle Comovement.
- Jansen, B. A. (2021). Cash flow growth and stock returns. Journal of Financial Research, 44, 371-402.
- Jensen, M. C. (1976). The Free Cash Flow Hypothesis for Sales Growth and Firm Performance. Strategic Management Journal, 21(4), 455-472.
- Jensen, M. C. (1986). Agency Cost of Free Cash Flow, Corporate Finance and Takeovers. American Economic Review, 76(2), 323-329.
- Kaserer, C., & Rosch, C. G. (2013). Market Liquidity in the Financial Crisis: The Role of Liquidity Commonality and Flight to Quality. Journal of Banking, 37(7), 2284-2302.
- Lauterbach, B., & Zion, U. B. (1993). Stock Market Crashes and the Performance of Circuit Breakers: Empirical Evidence. The Journal of Finance, 48(5), 1909-1925.
- Lim, K. P., Kim, J. H., & Brooks, R. (2007). Financial Crisis and Stock Market Efficiency: Empirical Evidence from Asian Countries. International Review of Financial Analysis, 17(3), 571-591.
- Mitchell, W. C. (1941). Business Cycles and Their Causes. University of California Press.
- Murphy, K. J. (1985). Corporate performance and managerial remuneration: An empirical analysis. Journal of Accounting and Economics, 7(1-3), 11-42.
- Narjoko, D., Kimura, F., Thangavelu, S. M., & Findlay, C. (2020). Pandemic (COVID-19) Policy, Regional Cooperation and the Emerging Global Production Network. Asian Economic Journal, 34(1), 3-27.
- Novy-Marx, R. (2013). The Other Side of Value: The Gross Profitability Premium. Journal of Financial Economics, 108(1), 1-28.
- Ortmann, R., Pelster, M., & Wengerek, S. T. (2020). COVID-19 and Investor Behavior. Finance Research Letters, 37.
- Pieri, E. (2018). Media framing and the threat of global pandemics: the Ebola crisis in UK media and policy response. Sociological Research Online, 24, 73-92.
- Said, B. Rehman, S. U., Ullah, R., & Khan, J. (2021). Investor overreaction and global financial crisis: A case of Pakistan stock exchange. Cogent Economics & Finance, 9(1), 1966195.
- Schwert, G. W. (1989). Why Does Stock Market Volatility Change Over Time. The Journal of Finance, 44(5), 1115-1153.
- Shiller, R. J. (2003). From Efficient Markets Theory to Behavioral Finance. Journal of Economic Perspectives, 17(1), 83-104.
- Skinner, D. J., & Sloan, R. G. (2002). Earnings Surprises, Growth Expectations, and Stock Returns or Don’t Let an Earnings Torpedo Sink Your Portfolio. Review of Accounting Studies, 7, 289-312.
- Sloan, R. (1996). Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings?. The Accounting Review, 71(3), 289-315.
- Song, K., & Lee, Y. (2012). Long-Term Effects of a Financial Crisis: Evidence from Cash Holdings of East Asian Firms. Journal Of Financial And Quantitative Analysis, 47(3), 617-641.
- Tran, L. T. H., Hoang, T. T. P., & Tran, H. X. (2018). Stock liquidity and ownership structure during and after the 2008 Global Financial Crisis: Empirical evidence from an emerging market. Emerging Market Review, 37(C), 114-133.
- Verrecchia, R., & Weber, J. (2006). Redacted Disclosure. Journal of Accounting Research, 44(4).
- Vogt, S. C. (1997). Cash Flow and Capital Spending: Evidence from Capital Expenditure Announcements. Financial Management, 26(2), 44-57.
- Vogt, S. C., & Vu, J. D. (2000). Free cash flow and long run firm value: Evidence from the Value Line Investment Survey. Journal of Managerial Issues, 12(2), 188-207.