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Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling

  • Serena Ng
  • Jonathan H. Wright

This paper provides a survey of business cycle facts, updated to take account of recent data. Emphasis is given to the Great Recession which was unlike most other post-war recessions in the US in being driven by deleveraging and financial market factors. We document how recessions with financial market origins are different from those driven by supply or monetary policy shocks. This helps explain why economic models and predictors that work well at some times do poorly at other times. We discuss challenges for forecasters and empirical researchers in light of the updated business cycle facts.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 19469.

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Date of creation: Sep 2013
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Publication status: published as Serena Ng & Jonathan H. Wright, 2013. "Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1120-54, December.
Handle: RePEc:nbr:nberwo:19469
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  1. Sungbae An & Frank Schorfheide, 2006. "Bayesian analysis of DSGE models," Working Papers 06-5, Federal Reserve Bank of Philadelphia.
  2. Mario Forni & Marc Hallin & Lucrezia Reichlin & Marco Lippi, 2000. "The generalised dynamic factor model: identification and estimation," ULB Institutional Repository 2013/10143, ULB -- Universite Libre de Bruxelles.
  3. Jesús Fernández-Villaverde, 2009. "The Econometrics of DSGE Models," PIER Working Paper Archive 09-008, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  4. Jordi Gali & Luca Gambetti, 2008. "On the Sources of the Great Moderation," NBER Working Papers 14171, National Bureau of Economic Research, Inc.
  5. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, 05.
  6. Susanto Basu & John Fernald & Miles Kimball, 1998. "Are technology improvements contractionary?," International Finance Discussion Papers 625, Board of Governors of the Federal Reserve System (U.S.).
  7. Lawrence Christiano & Martin Eichenbaum & Sergio Rebelo, 2011. "When Is the Government Spending Multiplier Large?," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 78 - 121.
  8. Christopher J. Erceg & Andrew T. Levin, 2013. "Labor Force Participation and Monetary Policy in the Wake of the Great Recession," UTokyo Price Project Working Paper Series 009, University of Tokyo, Graduate School of Economics.
  9. Giacomini, Raffaella & White, Halbert, 2003. "Tests of Conditional Predictive Ability," University of California at San Diego, Economics Working Paper Series qt5jk0j5jh, Department of Economics, UC San Diego.
  10. Nicholas Bloom & Max Floetotto & Nir Jaimovich & Itay Saporta-Eksten & Stephen Terry, 2013. "Really Uncertain Business Cycles," CEP Discussion Papers dp1195, Centre for Economic Performance, LSE.
  11. Jean Imbs, 2010. "The First Global Recession in Decades," IMF Economic Review, Palgrave Macmillan, vol. 58(2), pages 327-354, December.
  12. Michael Woodford, 2010. "Simple Analytics of the Government Expenditure Multiplier," NBER Working Papers 15714, National Bureau of Economic Research, Inc.
  13. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
  14. Canova, Fabio, 1993. "Detrending and Business Cycle Facts," CEPR Discussion Papers 782, C.E.P.R. Discussion Papers.
  15. Elena Andreou & Eric Ghysels & Andros Kourtellos, 2010. "Should macroeconomic forecasters use daily financial data and how?," University of Cyprus Working Papers in Economics 09-2010, University of Cyprus Department of Economics.
  16. Anonymous, 2009. "Cover and Contents Pages," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(1), April.
  17. Martin D. D. Evans, 2005. "Where Are We Now? Real-Time Estimates of the Macroeconomy," International Journal of Central Banking, International Journal of Central Banking, vol. 1(2), September.
  18. Jesus Fernandez-Villaverde & Pablo Guerron-Quintana & Keith Kuester & Juan Rubio-Ramirez, 2011. "Fiscal Volatility Shocks and Economic Activity," PIER Working Paper Archive 11-022, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  19. Gary Gorton & Andrew Metrick, 2012. "Getting Up to Speed on the Financial Crisis: A One-Weekend-Reader's Guide," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 128-50, March.
  20. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
  21. James Yetman & Michael B. Devereux, 2010. "leverage constraints and the international transmission of shocks," 2010 Meeting Papers 1341, Society for Economic Dynamics.
  22. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "The Aftermath of Financial Crises," American Economic Review, American Economic Association, vol. 99(2), pages 466-72, May.
  23. Jushan Bai & Serena Ng, 2000. "Determining the Number of Factors in Approximate Factor Models," Econometric Society World Congress 2000 Contributed Papers 1504, Econometric Society.
  24. Giannone, Domenico & Reichlin, Lucrezia & Small, David, 2008. "Nowcasting: The real-time informational content of macroeconomic data," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 665-676, May.
  25. Gourio, François, 2011. "Credit Risk and Disaster Risk," CEPR Discussion Papers 8201, C.E.P.R. Discussion Papers.
  26. Bundick, Brent & Basu, Susanto, 2014. "Uncertainty shocks in a model of effective demand," Research Working Paper RWP 14-15, Federal Reserve Bank of Kansas City.
  27. Kroszner, Randall S. & Laeven, Luc & Klingebiel, Daniela, 2007. "Banking crises, financial dependence, and growth," Journal of Financial Economics, Elsevier, vol. 84(1), pages 187-228, April.
  28. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
  29. Steve Keen, 1995. "Finance and Economic Breakdown: Modeling Minsky's "Financial Instability Hypothesis"," Journal of Post Keynesian Economics, M.E. Sharpe, Inc., vol. 17(4), pages 607-635, July.
  30. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: changes in the volatility of economic activity at the macro and micro Levels," Staff Reports 334, Federal Reserve Bank of New York.
  31. Chauvet, Marcelle & Piger, Jeremy, 2008. "A Comparison of the Real-Time Performance of Business Cycle Dating Methods," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 42-49, January.
  32. Torben G. Andersen & Tim Bollerslev & Peter F. Christoffersen & Francis X. Diebold, 2011. "Financial Risk Measurement for Financial Risk Management," PIER Working Paper Archive 11-037, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  33. Anonymous, 2009. "Front Materials," Choices, Agricultural and Applied Economics Association, vol. 24(1).
  34. Dean Croushore, 2008. "Frontiers of real-time data analysis," Working Papers 08-4, Federal Reserve Bank of Philadelphia.
  35. S. Boragan Aruoba & Francis X. Diebold, 2010. "Real-Time Macroeconomic Monitoring: Real Activity, Inflation, and Interactions," PIER Working Paper Archive 10-002, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  36. Markus K. Brunnermeier & Thomas M. Eisenbach & Yuliy Sannikov, 2012. "Macroeconomics with Financial Frictions: A Survey," Levine's Working Paper Archive 786969000000000384, David K. Levine.
  37. Gary B. Gorton, 2012. "Some Reflections on the Recent Financial Crisis," NBER Working Papers 18397, National Bureau of Economic Research, Inc.
  38. Francis X. Diebold & Glenn D. Rudebusch, 1994. "Measuring Business Cycles: A Modern Perspective," NBER Working Papers 4643, National Bureau of Economic Research, Inc.
  39. S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2007. "Real-time measurement of business conditions," International Finance Discussion Papers 901, Board of Governors of the Federal Reserve System (U.S.).
  40. Barro, Robert, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," Scholarly Articles 3208215, Harvard University Department of Economics.
  41. Margaret M. McConnell & Gabriel Perez Quiros, 1997. "Output fluctuations in the United States: what has changed since the early 1980s?," Research Paper 9735, Federal Reserve Bank of New York.
  42. Eric M. Leeper & Todd B. Walker & Shu-Chun Susan Yang, 2008. "Fiscal Foresight: Analytics and Econometrics," NBER Working Papers 14028, National Bureau of Economic Research, Inc.
  43. Canova, Fabio, 1998. "Detrending and business cycle facts: A user's guide," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 533-540, May.
  44. Robert E. Hall, 2011. "The Long Slump," NBER Working Papers 16741, National Bureau of Economic Research, Inc.
  45. Simon Gilchrist & Vladimir Yankov & Egon Zakrajsek, 2009. "Credit Market Shocks and Economic Fluctuations: Evidence from Corporate Bond and Stock Markets," NBER Working Papers 14863, National Bureau of Economic Research, Inc.
  46. Simon Gilchrist & Egon Zakrajšek, 2011. "Credit Spreads and Business Cycle Fluctuations," NBER Working Papers 17021, National Bureau of Economic Research, Inc.
  47. Michael D. Bordo & Joseph G. Haubrich, 2009. "Credit crises, money, and contractions: A historical view," Working Paper 0908, Federal Reserve Bank of Cleveland.
  48. Anonymous, 2009. "Cover And Content Pages," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(3), December.
  49. Anonymous, 2009. "Front Material," Journal of Food Distribution Research, Food Distribution Research Society, vol. 40(1), March.
  50. Eric M. Leeper & Todd B. Walker & Shu‐Chun Susan Yang, 2013. "Fiscal Foresight and Information Flows," Econometrica, Econometric Society, vol. 81(3), pages 1115-1145, 05.
  51. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "This Time Is Different: Eight Centuries of Financial Folly," Economics Books, Princeton University Press, edition 1, volume 1, number 8973.
  52. David Reifschneider & John C. Williams, 2000. "Three lessons for monetary policy in a low-inflation era," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, pages 936-978.
  53. Brian M. Doyle & Jon Faust, 2003. "Breaks in the variability and co-movement of G-7 economic growth," International Finance Discussion Papers 786, Board of Governors of the Federal Reserve System (U.S.).
  54. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-48, April.
  55. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-28, April.
  56. Ethan Cohen-Cole & Burcu Duygan-Bump & José Fillat & Judit Montoriol-Garriga, 2008. "Looking behind the aggregates: a reply to “Facts and Myths about the Financial Crisis of 2008”," Risk and Policy Analysis Unit Working Paper QAU08-5, Federal Reserve Bank of Boston.
  57. Anonymous, 2009. "Front Material," Journal of Food Distribution Research, Food Distribution Research Society, vol. 40(2), July.
  58. James H. Stock & Mark W. Watson, 2005. "Implications of Dynamic Factor Models for VAR Analysis," NBER Working Papers 11467, National Bureau of Economic Research, Inc.
  59. Faust, Jon & Wright, Jonathan H., 2009. "Comparing Greenbook and Reduced Form Forecasts Using a Large Realtime Dataset," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 468-479.
  60. Guido Lorenzoni & Veronica Guerrieri, 2011. "Credit Crises, Precautionary Savings and the Liquidity Trap," 2011 Meeting Papers 1414, Society for Economic Dynamics.
  61. Pozsar, Zoltan & Adrian, Tobias & Ashcraft, Adam B. & Boesky, Hayley, 2013. "Shadow banking," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 1-16.
    • Zoltan Pozsar & Tobias Adrian & Adam Ashcraft & Hayley Boesky, 2010. "Shadow banking," Staff Reports 458, Federal Reserve Bank of New York.
  62. S. Nageeb Ali, 2009. "Learning Self-Control," Levine's Working Paper Archive 814577000000000384, David K. Levine.
  63. Anonymous, 2009. "Front Materials," Western Economics Forum, Western Agricultural Economics Association, vol. 8(01).
  64. Ruediger Bachmann & Giuseppe Moscarini, 2011. "Business Cycles and Endogenous Uncertainty," 2011 Meeting Papers 36, Society for Economic Dynamics.
  65. Christopher A. Sims & Tao Zha, 2005. "Were There Regime Switches in U.S. Monetary Policy?," Working Papers 92, Princeton University, Department of Economics, Center for Economic Policy Studies..
  66. Ravi Bansal & Amir Yaron, 2004. "Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles," Journal of Finance, American Finance Association, vol. 59(4), pages 1481-1509, 08.
  67. Daniel E. Sichel, 1992. "Inventories and the three phases of the business cycle," Working Paper Series / Economic Activity Section 128, Board of Governors of the Federal Reserve System (U.S.).
  68. Randall S. Kroszner, 2007. "Analyzing and assessing banking crises," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
  69. Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2008. "Explaining The Great Moderation: It Is Not The Shocks," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 621-633, 04-05.
  70. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
  71. Atif R. Mian & Amir Sufi, 2012. "What explains high unemployment? The aggregate demand channel," NBER Working Papers 17830, National Bureau of Economic Research, Inc.
  72. James H. Stock & Mark W. Watson, 2010. "Indicators for Dating Business Cycles: Cross-History Selection and Comparisons," American Economic Review, American Economic Association, vol. 100(2), pages 16-19, May.
  73. Anonymous, 2009. "Front Material," Journal of Food Distribution Research, Food Distribution Research Society, vol. 40(3), November.
  74. Friedman, Milton, 1993. "The "Plucking Model" of Business Fluctuations Revisited," Economic Inquiry, Western Economic Association International, vol. 31(2), pages 171-77, April.
  75. Anonymous, 2009. "Front Materials," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(2), August.
  76. Francois Gourio, 2012. "Disaster Risk and Business Cycles," American Economic Review, American Economic Association, vol. 102(6), pages 2734-66, October.
  77. Tobias Adrian & Hyun Song Shin, 2009. "Prices and quantities in the monetary policy transmission mechanism," Staff Reports 396, Federal Reserve Bank of New York.
  78. Robert G. King & Mark W. Watson, 1995. "Money, prices, interest rates and the business cycle," Working Paper Series, Macroeconomic Issues 95-10, Federal Reserve Bank of Chicago.
  79. Bernanke, Ben S. & Boivin, Jean, 2003. "Monetary policy in a data-rich environment," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 525-546, April.
  80. Allen Sinai, 1992. "Financial and Real Business Cycles," Eastern Economic Journal, Eastern Economic Association, vol. 18(1), pages 1-54, Winter.
  81. Comin, D. & Gertler, M., 2003. "Medium Term Business Cycles," Working Papers 03-05, C.V. Starr Center for Applied Economics, New York University.
  82. ,, 2009. "Economics of Monetary Union," OUP Catalogue, Oxford University Press, edition 8, number 9780199563234, March.
  83. Rossi, Barbara & Sekhposyan, Tatevik, 2010. "Have economic models' forecasting performance for US output growth and inflation changed over time, and when?," International Journal of Forecasting, Elsevier, vol. 26(4), pages 808-835, October.
  84. Anonymous, 2009. "Front Materials," Choices, Agricultural and Applied Economics Association, vol. 24(2).
  85. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
  86. Anonymous, 2009. "Cover and Contents Pages," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(2), October.
  87. Gauti B. Eggertsson & Michael Woodford, 2003. "The Zero Bound on Interest Rates and Optimal Monetary Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(1), pages 139-235.
  88. Emi Nakamura & Dmitriy Sergeyev & Jón Steinsson, 2012. "Growth-Rate and Uncertainty Shocks in Consumption: Cross-Country Evidence," NBER Working Papers 18128, National Bureau of Economic Research, Inc.
  89. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "From Financial Crash to Debt Crisis," NBER Working Papers 15795, National Bureau of Economic Research, Inc.
  90. Mary C. Daly & Bart Hobijn & Aysegül Sahin & Robert G. Valletta, 2012. "A Search and Matching Approach to Labor Markets: Did the Natural Rate of Unemployment Rise?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 3-26, Summer.
  91. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 821-852.
  92. Harding, Don & Pagan, Adrian, 2006. "Synchronization of cycles," Journal of Econometrics, Elsevier, vol. 132(1), pages 59-79, May.
  93. Anonymous, 2009. "Cover and Contents Pages," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(3), December.
  94. Anonymous, 2009. "Covers and Contents Page," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(1), April.
  95. Van de Ven, James D. & Li, Perry Y., 2009. "Liquid piston gas compression," Applied Energy, Elsevier, vol. 86(10), pages 2183-2191, October.
  96. Oliver J. Blanchard, 1997. "The Medium Run," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(2), pages 89-158.
  97. Raffaella Giacomini & Barbara Rossi, 2010. "Forecast comparisons in unstable environments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 595-620.
  98. Tobin, James, 1972. "Inflation and Unemployment," American Economic Review, American Economic Association, vol. 62(1), pages 1-18, March.
  99. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
  100. Bai, Jushan & Ng, Serena, 2007. "Determining the Number of Primitive Shocks in Factor Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 52-60, January.
  101. Marcelle Chauvet & James D. Hamilton, 2005. "Dating Business Cycle Turning Points," NBER Working Papers 11422, National Bureau of Economic Research, Inc.
  102. Anonymous, 2009. "Front Material," Journal of Rural Cooperation, Hebrew University, Center for Agricultural Economic Research, vol. 37(1).
  103. Anonymous, 2009. "Front Material," Journal of Rural Cooperation, Hebrew University, Center for Agricultural Economic Research, vol. 37(2).
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