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DSGE Models Used by Policymakers: A Survey

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  • Takeshi Yagihashi

    (Policy Research Institute, Ministry of Finance, Japan)

Abstract

The paper conducts a comprehensive survey on the current state of the dynamic stochastic general equilibrium (DSGE) models developed by policy institutions, including central banks, government agencies, and international organizations around the world. Our main sample consists of 84 models developed by 58 institutions, and many of them were developed or updated after the 2008 financial crisis. We first document the evolution of macroeconomic models used for policy purpose, and then provide summary statistics on the models by type of institution, region, and number of authors of the publication. We find that there is a steady increase in the development of DSGE models by policy institutions. While central banks have been the main users of DSGE models, more government agencies in Europe have been actively developing their own DSGE models in the years following the 2008 Global Financial Crisis. We also find that some institutions have multiple DSGE models serving different purposes. Next, we narrow our focus to a subset of 42 models that are owned and actively used by policy institutions, and conduct a model comparison based on five key model features. Although the models share common basic structures, there are large variations in parameter values and modelling strategies, some of which do not necessarily reflect the findings of the empirical literature. Finally, we create a score card for each model depending on whether the model incorporated recent empirical findings on the five model features. Two models have a score of 4 out of 5, and the overall average is 2.21. In conclusion, there is a greater need for future DSGE policy models to adopt more recent findings in the empirical literature.

Suggested Citation

  • Takeshi Yagihashi, 2020. "DSGE Models Used by Policymakers: A Survey," Discussion papers ron333, Policy Research Institute, Ministry of Finance Japan.
  • Handle: RePEc:mof:wpaper:ron333
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    File URL: http://www.mof.go.jp/pri/research/discussion_paper/ron333.pdf
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    as
    1. Havranek, Tomas & Rusnak, Marek & Sokolova, Anna, 2017. "Habit formation in consumption: A meta-analysis," European Economic Review, Elsevier, vol. 95(C), pages 142-167.
    2. Hara, Ryota & Unayama, Takashi & Weidner, Justin, 2016. "The wealthy hand to mouth in Japan," Economics Letters, Elsevier, vol. 141(C), pages 52-54.
    3. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    4. Christiano, Lawrence & Motto, Roberto & Rostagno, Massimo, 2008. "Shocks, structures or monetary policies? The Euro Area and US after 2001," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2476-2506, August.
    5. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    6. Jordi Galí & Frank Smets & Rafael Wouters, 2012. "Unemployment in an Estimated New Keynesian Model," NBER Macroeconomics Annual, University of Chicago Press, vol. 26(1), pages 329-360.
    7. Raj Chetty & Adam Guren & Day Manoli & Andrea Weber, 2013. "Does Indivisible Labor Explain the Difference between Micro and Macro Elasticities? A Meta-Analysis of Extensive Margin Elasticities," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 1-56.
    8. Christiano, Lawrence J & Eichenbaum, Martin, 1995. "Liquidity Effects, Monetary Policy, and the Business Cycle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1113-1136, November.
    9. Havranek, Tomas & Horvath, Roman & Irsova, Zuzana & Rusnak, Marek, 2015. "Cross-country heterogeneity in intertemporal substitution," Journal of International Economics, Elsevier, vol. 96(1), pages 100-118.
    10. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    11. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    12. Tony Hall & Jan Jacobs & Adrian Pagan, "undated". "Macro-Econometric System Modelling @75," NCER Working Paper Series 95, National Centre for Econometric Research.
    13. Atta-Mensah, Joseph & Dib, Ali, 2008. "Bank lending, credit shocks, and the transmission of Canadian monetary policy," International Review of Economics & Finance, Elsevier, vol. 17(1), pages 159-176.
    14. Valerie A. Ramey, 2019. "Ten Years after the Financial Crisis: What Have We Learned from the Renaissance in Fiscal Research?," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 89-114, Spring.
    15. Tovar, Camilo Ernesto, 2009. "DSGE Models and Central Banks," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-31.
    16. Slacalek, Jiri & Tristani, Oreste & Violante, Giovanni L., 2020. "Household balance sheet channels of monetary policy: A back of the envelope calculation for the euro area," Journal of Economic Dynamics and Control, Elsevier, vol. 115(C).
    17. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    18. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2018. "On DSGE Models," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 113-140, Summer.
    19. Cogley Timothy & Yagihashi Takeshi, 2010. "Are DSGE Approximating Models Invariant to Shifts in Policy?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-33, October.
    20. Juha Kilponen & Massimiliano Pisani & Sebastian Schmidt & Vesna Corbo & Tibor Hledik & Josef Hollmayr & Samuel Hurtado & Paulo Júlio & Dmitry Kulikov & Matthieu Lemoine & Matija Lozej & Henrik Lundval, 2019. "Comparing Fiscal Consolidation Multipliers across Models in Europe," International Journal of Central Banking, International Journal of Central Banking, vol. 15(3), pages 285-320, September.
    21. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    22. Günter Coenen & Christopher J. Erceg & Charles Freedman & Davide Furceri & Michael Kumhof & René Lalonde & Douglas Laxton & Jesper Lindé & Annabelle Mourougane & Dirk Muir & Susanna Mursula & Carlos d, 2012. "Effects of Fiscal Stimulus in Structural Models," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 22-68, January.
    23. Olivier Blanchard & Roberto Perotti, 2002. "An Empirical Characterization of the Dynamic Effects of Changes in Government Spending and Taxes on Output," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1329-1368.
    24. Wieland, Volker & Cwik, Tobias & Müller, Gernot J. & Schmidt, Sebastian & Wolters, Maik, 2012. "A new comparative approach to macroeconomic modeling and policy analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 523-541.
    25. David N. DeJong & Chetan Dave, 2011. "Structural Macroeconometrics Second Edition," Economics Books, Princeton University Press, edition 1, number 9622.
    26. Dr. Nicolas Alexis Cuche-Curti & Harris Dellas & Jean-Marc Natal, 2009. "A dynamic stochastic general equilibrium model for Switzerland," Economic Studies 2009-05, Swiss National Bank.
    27. Robert W. Arnold, 2018. "How CBO Produces Its 10-Year Economic Forecast: Working Paper 2018-02," Working Papers 53537, Congressional Budget Office.
    28. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    29. Blanchard, Olivier J, 1985. "Debt, Deficits, and Finite Horizons," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 223-247, April.
    30. Yagihashi, Takeshi, 2018. "How costly is a misspecified credit channel DSGE model in monetary policymaking?," Economic Modelling, Elsevier, vol. 68(C), pages 484-505.
    31. Tomas Havranek & Anna Sokolova, 2020. "Do Consumers Really Follow a Rule of Thumb? Three Thousand Estimates from 144 Studies Say 'Probably Not'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 97-122, January.
    32. Olivier Blanchard, 2018. "On the future of macroeconomic models," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(1-2), pages 43-54.
    33. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    34. Adrian Pagan, 2019. "Australian macro-econometric models and their construction - A short history," CAMA Working Papers 2019-50, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    35. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    36. Takeshi Yagihashi, 2020. "The Cost of Omitting the Credit Channel in DSGE Models: A Policy Mix Approach," Discussion papers ron324, Policy Research Institute, Ministry of Finance Japan.
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    1. DSGE Models Used by Policymakers: A Survey
      by Christian Zimmermann in NEP-DGE blog on 2020-10-28 19:18:28

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    More about this item

    Keywords

    DSGE model; financial friction; intertemporal elasticity of substitution; non-Ricardian household;
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