Aggregate Earnings and Returns in Brazil
DOI:
https://doi.org/10.22561/cvr.v32i2.5942Keywords:
Aggregate Earnings, Aggregate Returns, Risk, Interest Rates.Abstract
We have used the method employed in Kothari, Lewellen and Warner (2006) to show the relationship between aggregate earnings and market returns in Brazil in the period from 1995 to 2017. Our results indicate that the theory of Bernard and Thomas (1990) is more consistent with the US market than with the Brazilian market, signaling that the aggregate post-earnings announcement drift tends to be larger in markets with higher earnings persistence. The findings also indicate that the relationship between aggregate returns and earnings in Brazil tends to be positive for the current period and the next two quarters, corroborating the argument by Sadka and Sadka (2009). Considering that the predictability of earnings in the US market is higher than that in Brazil, our results also support the argument by He and Hu (2014) that the relationship between aggregate earnings and returns is linked to each country’s level of disclosure. However, new evidences reveal the influence of high interest rates on financial market results, suggesting that expectations of increased interest rates tend to reduce aggregate current returns in Brazil due to the possible migration of capital to lower risk, given the attractiveness of their returns in an environment of high inflation.
References
Arida, P., Bacha, E., & Lara-Resende, A. (2004). High interest rates in Brazil: conjectures on the jurisdictional uncertainty. Rio de Janeiro: Casa das Garças. <http://www.econ.puc-rio.br/mgarcia/Macro%20II/ABRrevised.040303.PDF>
Ball, R., & Brown, P. (1968). An empirical evaluation of accounting income numbers. Journal of Accounting Research, 159-178. <https://doi.org/10.2307/2490232>
Ball, R., & Brown, P. (1969). Portfolio theory and accounting. Journal of Accounting Research, 300-323. <https://doi.org/10.2307/2489972>
Ball, R., Sadka, G., & Sadka, R. (2009). Aggregate earnings and asset prices. Journal of Accounting Research, 47(5), 1097-1133. <https://doi.org/10.1111/j.1475-679X.2009.00351.x>
Ball, R., & Sadka, G. (2015). Aggregate earnings and why they matter. Journal of Accounting Literature, 34, 39-57. <https://doi.org/10.1016/j.acclit.2015.01.001>
Barberis, N., Shleifer, A., & Vishny, R. (1998). A model of investor sentiment. Journal of financial economics, 49(3), 307-343. <https://doi.org/10.1016/S0304-405X(98)00027-0>
Beaver, W., Kettler, P., & Scholes, M. (1970). The association between market determined and accounting determined risk measures. The Accounting Review, 45(4), 654-682.
Beaver, W., Lambert, R., & Morse, D. (1980). The information content of security prices. Journal of Accounting and Economics, 2(1), 3-28. <https://doi.org/10.1016/0165-4101(80)90013-0>
Benston, G. J. (1967). Published corporate accounting data and stock prices. Journal of Accounting Research, 22-54. < https://doi.org/10.2307/2489907>
Bernard, V. L., & Thomas, J. K. (1990). Evidence that stock prices do not fully reflect the implications of current earnings for future earnings. Journal of Accounting and Economics, 13(4), 305-340. <https://doi.org/10.1016/0165-4101(90)90008-R>
Bernard, V. L., & Thomas, J. K. (1989). Post-earnings-announcement drift: delayed price response or risk premium?. Journal of Accounting research, 27, 1-36. <https://doi.org/10.2307/2491062>
Brennan, M. J. (1991). A perspective on accounting and stock prices. The Accounting Review, 66(1), 67-79.
Box, G. and Pierce, D. (1970). Distribution of residual autocorrelation in autoregressive-integrated moving average time series models. Journal of American Statistical Association 65 (332), 1509–1526. <https://doi.org/10.1080/01621459.1970.10481180>
Caselani, C. N., & Eid Jr, W. (2004). Volatilidade dos Retornos, Variações de Preços e Volumes Negociados: Evidências das Principais Ações Negociadas no Brasil. Sociedade Brasileira de Finanças.Campbell, J., & Cochrane, J. (1999). By force of habit: a consumption-based explanation for aggregate stock market behavior. Journal of Political Economy, 107, 205–251. <https://doi.org/10.1086/250059>
Chen, Y., Jiang, X., & Lee, B. S. (2015). Long‐Term evidence on the effect of aggregate earnings on prices. Financial Management, 44(2), 323-351. <https://doi.org/10.1111/fima.12063>
Collins, D. W., & Kothari, S. P. (1989). An analysis of intertemporal and cross-sectional determinants of earnings response coefficients. Journal of accounting and economics, 11(2-3), 143-181. <https://doi.org/10.1016/0165-4101(89)90004-9>
Collins, D. W., Kothari, S. P., Shanken, J., & Sloan, R. G. (1994). Lack of timeliness and noise as explanations for the low contemporaneuos return-earnings association. Journal of Accounting and Economics, 18(3), 289-324. <https://doi.org/10.1016/0165-4101(94)90024-8>
Curtis, A., Kim, C. J., & Oh, H. I. (2020). Assessing the Structural Change in the Aggregate Earnings-Returns Relation. Available at SSRN. <https://doi.org/10.2139/ssrn.3517952>
Dechow, P. M., Sloan, R. G., & Zha, J. (2014). Stock prices and earnings: A history of research. Annual Review of Financial Economics, 6(1), 343-363. 10.1146/annurev-financial-110613-034522. <https://doi.org/10.1146/annurev-financial-110613-034522>
Fama, E. F. (1998). Market efficiency, long-term returns, and behavioral finance. Journal of financial economics, 49(3), 283-306. <https://doi.org/10.1016/S0304-405X(98)00026-9>
Fama, E. F., & MacBeth, J. D. (1973). Risk, return, and equilibrium: Empirical tests. Journal of political economy, 81(3), 607-636. <https://doi.org/10.1086/260061>
Foster, G. (1977). Quarterly accounting data: Time-series properties and predictive-ability results. Accounting Review, 1-21.
Gallo, L. A., Hann, R. N., & Li, C. (2016). Aggregate earnings surprises, monetary policy, and stock returns. Journal of Accounting and Economics, 62(1), 103-120. <https://doi.org/10.1016/j.jacceco.2016.04.003>
He, W., & Hu, M. R. (2014). Aggregate earnings and market returns: International evidence. Journal of Financial and Quantitative Analysis, 49(04), 879-901. <https://doi.org/10.1017/S0022109014000441>
Hyndman, R. J., & Kostenko, A. V. (2007). Minimum sample size requirements for seasonal forecasting models. Foresight, 6(Spring), 12-15.
Kasman, S., Vardar, G., & Tunç, G. (2011). The impact of interest rate and exchange rate volatility on banks' stock returns and volatility: Evidence from Turkey. Economic Modelling, 28(3), 1328-1334. <https://doi.org/10.1016/j.econmod.2011.01.015>
Kothari, C. R. (2004). Research methodology: Methods and techniques. New Age International.
Kothari, S. P., Lewellen, J., & Warner, J. B. (2006). Stock returns, aggregate earnings surprises, and behavioral finance. Journal of Financial Economics, 79(3), 537-568. <https://doi.org/10.1016/j.jfineco.2004.06.016>
Kothari, S. P. (2001). Capital markets research in accounting. Journal of accounting and economics, 31(1), 105-231. <https://doi.org/10.1016/S0165-4101(01)00030-1>
Kothari, S. P., & Sloan, R. G. (1992). Information in prices about future earnings: Implications for earnings response coefficients. Journal of Accounting and Economics, 15(2-3), 143-171. <https://doi.org/10.1016/0165-4101(92)90016-U>
Lettau, M., & Ludvigson, S. (2004). Expected returns and expected dividend growth. Unpublished working paper, New York University, New York. <https://doi.org/10.3386/w9605>
Ljung, G. M., & Box, G. E. (1978). On a measure of lack of fit in time series models. Biometrika, 65(2), 297-303. <https://doi.org/10.1093/biomet/65.2.297>
Lopes, A. B., & de Alencar, R. C. (2010). Disclosure and cost of equity capital in emerging markets: the Brazilian case. The International Journal of Accounting, 45(4), 443-464. <https://doi.org/10.1016/j.intacc.2010.09.003>
Maia, A. G., & Menezes, E. (2014). Economic growth, labor and productivity in Brazil and the United States: a comparative analysis. Brazilian Journal of Political Economy, 34(2), 212-229. <https://doi.org/10.1590/S0101-31572014000200003>
Sadka, G., & Sadka, R. (2009). Predictability and the earnings–returns relation. Journal of Financial Economics, 94(1), 87-106. <https://doi.org/10.1016/j.jfineco.2008.10.005>
Shivakumar, L., & Urcan, O. (2017). Why does aggregate earnings growth reflect information about future inflation?. The Accounting Review, 92(6), 247-276. <https://doi.org/10.2308/accr-51714>
Vieira, F., & Holland, M. (2003). Country risk endogeneity, capital flows and capital controls in Brazil. Brazilian Journal of Political Economy, 23(1), 12-38. <https://doi.org/10.1590/0101-31572003-0703>
Weisbrot, M., Johnston, J., & Carrillo, J. V. (2016). Brazil’s enormous interest rate tax: can Brazilians afford it? (No. 2016-22). Center for Economic and Policy Research (CEPR).
Zolotoy, L., Frederickson, J. R., & Lyon, J. D. (2017). Aggregate earnings and stock market returns: The good, the bad, and the state-dependent. Journal of Banking & Finance, 77, 157-175. https://doi.org/10.1016/j.jbankfin.2017.01.005
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