Soft information and economic activity: Evidence from the Beige Book
This study employs text-analysis software to analyze the contents of the Federal Reserve Beige Book summary of national economic and business conditions, with a particular focus on the predictive content of the text. We show that the Beige Book language is a good predictor of economic turning points as it often provides an early indication of future economic activities. During economic upswings, positive tone becomes more prominent and negative tone becomes less prominent. In addition, this study is the first to document that Beige Book tone affects stock market volatility and trading volume.
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- Donna K. Ginther & Madeline Zavodny, 2001. "The Beige Book: Timely information on the regional economy," Economic Review, Federal Reserve Bank of Atlanta, issue Q3, pages 19-29.
- Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, 06.
- Paul C. Tetlock, 2011. "All the News That's Fit to Reprint: Do Investors React to Stale Information?," Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1481-1512.
- Mitchel Y. Abolafia (ed.), 2005. "Markets," Books, Edward Elgar, number 2788, July.
- James Doran & David Peterson & S. Price, 2012. "Earnings Conference Call Content and Stock Price: The Case of REITs," The Journal of Real Estate Finance and Economics, Springer, vol. 45(2), pages 402-434, August.
- Nathan S. Balke & D'Ann Petersen, 1998.
"How well does the Beige Book reflect economic activity? Evaluating qualitative information quantitatively,"
9802, Federal Reserve Bank of Dallas.
- Balke, Nathan S & Petersen, D'Ann, 2002. "How Well Does the Beige Book Reflect Economic Activity? Evaluating Qualitative Information Quantitatively," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 114-36, February.
- Refet GÃ¼rkaynak & Brian Sack, 2005.
"Do Actions Speak Louder Than Words?The Response of Asset Prices to Monetary Policy Actions and Statements,"
Computing in Economics and Finance 2005
323, Society for Computational Economics.
- Refet S Gürkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," International Journal of Central Banking, International Journal of Central Banking, vol. 1(1), May.
- Gurkaynak, Refet S & Sack, Brian & Swanson, Eric T, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," MPRA Paper 820, University Library of Munich, Germany.
- Refet Gurkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," Macroeconomics 0504013, EconWPA.
- Refet Gürkaynak & Brian Sack & Eric Swanson, 2004. "Do actions speak louder than words? the response of asset prices to monetary policy actions and statements," Finance and Economics Discussion Series 2004-66, Board of Governors of the Federal Reserve System (U.S.).
- Ronchetti, Elvezio, 1985. "Robust model selection in regression," Statistics & Probability Letters, Elsevier, vol. 3(1), pages 21-23, February.
- Michelle T. Armesto & Rubén Hernández-Murillo & Michael T. Owyang & Jeremy Piger, 2009. "Measuring the Information Content of the Beige Book: A Mixed Data Sampling Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(1), pages 35-55, 02.
- Madeline Zavodny & Donna K. Ginther, 2003.
"Does the Beige Book move financial markets?,"
2003-3, Federal Reserve Bank of Atlanta.
- Thomas Gilbert & Shimon Kogan & Lars Lochstoer & Ataman Ozyildirim, 2012.
"Investor Inattention and the Market Impact of Summary Statistics,"
INFORMS, vol. 58(2), pages 336-350, February.
- Thomas Gilbert & Shimon Kogan & Lars Lochstoer & Ataman Ozyildirim, 2007. "Investor Inattention and the Market Impact of Summary Statistics," GSIA Working Papers 2006-E24, Carnegie Mellon University, Tepper School of Business.
- Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, 02.
- Paul C. Tetlock & Maytal Saar-Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, 06.
- Harding, Don & Pagan, Adrian, 2002.
"Dissecting the cycle: a methodological investigation,"
Journal of Monetary Economics,
Elsevier, vol. 49(2), pages 365-381, March.
- Don Harding & Adrian Pagan, 2000. "Disecting the Cycle: A Methodological Investigation," Econometric Society World Congress 2000 Contributed Papers 1164, Econometric Society.
- Mitchell, Mark L & Mulherin, J Harold, 1994. " The Impact of Public Information on the Stock Market," Journal of Finance, American Finance Association, vol. 49(3), pages 923-50, July.
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