Using a comprehensive measure, the Macroeconomic News Index (MNI), we examine how analysts use macroeconomic news in their earnings forecasts. We find that analysts incorporate but underreact to quarterly macroeconomic news. Cross-sectionally, analysts’ reaction to macroeconomic news varies in a predictable way. Analysts incorporate macroeconomic news more efficiently when firms have lower exposure to the macro economy, when macroeconomic uncertainty is low, and when analysts have more industry-specific experience. Finally, we examine the implications of macroeconomic news on earnings formation and stock returns. We find that quarterly MNI is informative about the procyclicality of firms’ sales and costs and analysts underreact only to sales-side information. We also document that quarterly MNI is predictive of subsequent earnings announcement returns, indicating that investors also underreact to macroeconomic news.
AbarbanellJ. S.BernardV. L. (1992). Tests of analysts’ overreaction/underreaction to earnings information as an explanation for anomalous stock price behavior. The Journal of Finance, 47(3), 1181–1207.
2.
BachmannR.ElstnerS.SimsE. R. (2013). Uncertainty and economic activity: Evidence from business survey data. American Economic Journal: Macroeconomics, 5(2), 217–249.
3.
BakerS. R.BloomN.DavisS. J. (2016). Measuring economic policy uncertainty. The Quarterly Journal of Economics, 131(4), 1593–1636.
4.
BallR.SadkaG.SadkaR. (2009). Aggregate earnings and asset prices. Journal of Accounting Research, 47(5), 1097–1133.
5.
BarlevyG. (2007). On the cyclicality of research and development. American Economic Review, 97(4), 1131–1164.
6.
BartovE.BodnarG. M. (1994). Firm valuation, earnings expectations, and the exchange-rate exposure effect. The Journal of Finance, 49(5), 1755–1785.
7.
BasuS.MarkovS. (2004). Loss function assumptions in rational expectations tests on financial analysts’ earnings forecasts. Journal of Accounting and Economics, 38, 171–203.
8.
BasuS.MarkovS.ShivakumarL. (2010). Inflation, earnings forecasts, and post-earnings announcement drift. Review of Accounting Studies, 15(2), 403–440.
9.
BloomN.GuvenenF.SalgadoS. (2016). Skewed business cycles [2016 Meeting Papers No. 1621]. Society for Economic Dynamics.
10.
BourveauT.GarelA.JoosP. R.RomecA. (2020). When attention is away, analysts misplay: Distraction and analyst forecast performance. https://ssrn.com/abstract=3644907
11.
BradleyD.GokkayaS.LiuX. (2017). Before an analyst becomes an analyst: Does industry experience matter?Journal of Finance, 72(2), 751–792.
12.
BradshawM. T.RichardsonS. A.SloanR. G. (2001). Do analysts and auditors use information in accruals?Journal of Accounting Research, 39(1), 45–74.
13.
BrownL. D.CallA. C.ClementM. B.SharpN. Y. (2015). Inside the “Black Box” of sell-side financial analysts. Journal of Accounting Research, 53(1), 1–47.
14.
BrownL. D.HagermanR. L.GriffinP. A.ZmijewskiM. E. (1987). Security analyst superiority relative to univariate time-series models in forecasting quarterly earnings. Journal of Accounting and Economics, 9(1), 61–87.
15.
BrownP.BallR. (1967). Some preliminary findings on the association between earnings of the firm, its industry and the economy. Journal of Accounting Research, 5, 55–77.
16.
Bureau of Economic Analysis. (2007). Measuring the economy: A primer of GDP and the national income and product accounts. U. S. Department of Commerce, Economics and Statistics Administration.
17.
CarabiasJ. M. (2018). The real-time information content of macroeconomic news: Implications for firm-level earnings expectations. Review of Accounting Studies, 23(1), 136–166.
18.
ClementM. B.KoonceL.LopezT. J. (2007). The roles of task-specific forecasting experience and innate ability in understanding analyst forecasting performance. Journal of Accounting and Economics, 44(3), 378–398.
19.
CoibionO.GorodnichenkoY.HongG. H. (2015). The cyclicality of sales, regular and effective prices: Business cycle and policy implications. American Economic Review, 105(3), 993–1029.
20.
DarroughM. N.RussellT. (2002). A positive model of earnings forecasts: Top down versus bottom up. The Journal of Business, 75(1), 127–152.
21.
De BondtW. F. M.ThalerR. H. (1990). Do security analysts overreact?The American Economic Review, 1990, 52–57.
22.
DeWenterK. L.MalatestaP. H. (2001). State-owned and privately owned firms: An empirical analysis of profitability, leverage, and labor intensity. American Economic Review, 91(1), 320–334.
23.
DriskillM.KirkM. P.TuckerJ. W. (2020). Concurrent earnings announcements and analysts’ information production. The Accounting Review, 95(1), 165–189.
24.
EasterwoodJ. C.NuttS. R. (1999). Inefficiency in analysts’ earnings forecasts: Systematic misreaction or systematic optimism?The Journal of Finance, 54(5), 1777–1797.
25.
FlanneryM. J.ProtopapadakisA. A. (2002). Macroeconomic factors do influence aggregate stock returns. The Review of Financial Studies, 15(3), 751–782.
GrosecloseT.MilyoJ. (2005). A measure of media bias. The Quarterly Journal of Economics, 120(4), 1191–1237.
28.
GuZ.WuJ. S. (2003). Earnings skewness and analyst forecast bias. Journal of Accounting and Economics, 35(1), 5–29.
29.
HirshleiferD. (2001). Investor psychology and asset pricing. The Journal of Finance, 56(4), 1533–1597.
30.
HirshleiferD.LeviY.LourieB.TeohS. H. (2019). Decision fatigue and heuristic analyst forecasts. Journal of Financial Economics, 133(1), 83–98.
31.
HugonA.KumarA.LinA. P. (2016). Analysts, macroeconomic news, and the benefit of active in-house economists. The Accounting Review, 91, 513–534.
32.
HuttonA. P.LeeL. F.ShuS. Z. (2012). Do managers always know better? The relative accuracy of management and analyst forecasts. Journal of Accounting Research, 50(5), 1217–1244.
33.
IlutC. L.SchneiderM. (2014). Ambiguous business cycles. The American Economic Review, 104(8), 2368–2399.
34.
JacobJ.LysT. Z.NealeM. A. (1999). Expertise in forecasting performance of security analysts. Journal of Accounting and Economics, 28(1), 51–82.
35.
KadanO.MadureiraL.WangR.ZachT. (2012). Analysts’ industry expertise. Journal of Accounting and Economics, 54(2–3), 95–120.
36.
KimK.PanditS.WasleyC. E. (2015). Macroeconomic uncertainty and management earnings forecasts. Accounting Horizons, 30(1), 157–172.
37.
KonchitchkiY. (2011). Inflation and nominal financial reporting: Implications for performance and stock prices. The Accounting Review, 86(3), 1045–1085.
38.
KonchitchkiY.PatatoukasP. N. (2014). Accounting earnings and gross domestic product. Journal of Accounting and Economics, 57(1), 76–88.
39.
LiN.RichardsonS.TunaI. (2014). Macroeconomic to micro: Country exposures, firm fundamentals and stock returns. Journal of Accounting and Economics, 58(1), 1–20.
40.
MedovikovI. (2016). When does the stock market listen to economic news? New evidence from copulas and news wires. Journal of Banking & Finance, 65, 27–40.
41.
MerkleyK.MichaelyR.PacelliJ. (2017). Does the scope of the sell-side analyst industry matter? An examination of bias, accuracy, and information content of analyst reports. The Journal of Finance, 72(3), 1285–1334.
42.
MikhailM. B.WaltherB. R.WillisR. H. (1997). Do security analysts improve their performance with experience?Journal of Accounting Research, 35, 131–157.
43.
MikhailM. B.WaltherB. R.WillisR. H. (2003). The effect of experience on security analyst underreaction. Journal of Accounting and Economics, 35(1), 101–116.
44.
PlosserC. I. (1989). Understanding real business cycles. The Journal of Economic Perspectives, 3(3), 51–77.
45.
RouxelinF.WongsunwaiW.YehudaN. (2017). Aggregate cost stickiness in GAAP financial statements and future unemployment rate. The Accounting Review, 93(3), 299–325.
46.
VassalouM. (2003). News related to future GDP growth as a risk factor in equity returns. Journal of Financial Economics, 68(1), 47–73.
47.
WhaleyR. E. (2009). Understanding the VIX. The Journal of Portfolio Management, 35(3), 98–105.
48.
ZhangX. F. (2006a). Information uncertainty and analyst forecast behavior. Contemporary Accounting Research, 23(2), 565–590.
49.
ZhangX. F. (2006b). Information uncertainty and stock returns. The Journal of Finance, 61(1), 105–137.
