IDEAS home Printed from https://ideas.repec.org/p/jku/nrnwps/2010_12.html
   My bibliography  Save this paper

Practice and prospects of medium-term economic forecasting

Author

Listed:
  • Helmut Hofer
  • Torsten Schmidt
  • Klaus Weyerstrass

Abstract

Government agencies and other national and international institutions are asked to perform forecasts over the medium term. In particular, the EU Stability and Growth Pact contains the obligation to formulate stability programmes over four years, covering a general economic outlook as well as the projected development of public finances. However, the current practice of performing medium-term economic projections is unsatisfactory from a methodological point of view as the applied methodology has been developed for short-run forecasting and it is questionable whether these methods are useful for the medium term. In particular, currently medium-term projections are mostly based on the neoclassical Solow growth model with an aggregate production function with labour, capital, and exogenous technological progress. It might be argued, however, that for medium-run projections endogenous growth models might be better suited. In this paper we give an overview of currently used methods for medium-term macroeconomic projections. Then we analyse the performance of medium-term forecasts for Austria to illustrate the strengths and weaknesses of the typical approach. In particular, the five-year projections of real GDP growth, inflation and the unemployment rate are investigated. Finally, we describe some approaches to improve medium-run projections.

Suggested Citation

  • Helmut Hofer & Torsten Schmidt & Klaus Weyerstrass, 2010. "Practice and prospects of medium-term economic forecasting," NRN working papers 2010-12, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
  • Handle: RePEc:jku:nrnwps:2010_12
    as

    Download full text from publisher

    File URL: http://www.labornrn.at/wp/2010/wp1012.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Oller, Lars-Erik, 1985. "How far can changes in general business activity be forecasted?," International Journal of Forecasting, Elsevier, vol. 1(2), pages 135-141.
    2. Jacob A. Mincer & Victor Zarnowitz, 1969. "The Evaluation of Economic Forecasts," NBER Chapters, in: Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance, pages 3-46, National Bureau of Economic Research, Inc.
    3. Diego Comin, 2009. "On the integration of growth and business cycles," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(2), pages 165-176, May.
    4. Stadler, George W, 1990. "Business Cycle Models with Endogenous Technology," American Economic Review, American Economic Association, vol. 80(4), pages 763-778, September.
    5. Josef Baumgartner, 2002. "Die Wirtschaftsprognosen von WIFO und IHS. Eine Analyse für die achtziger und neunziger Jahre," WIFO Monatsberichte (monthly reports), WIFO, vol. 75(11), pages 701-716, November.
    6. Cécile Denis & Daniel Grenouilleau & Kieran Mc Morrow & Werner Röger, 2006. "Calculating potential growth rates and output gaps - A revised production function approach," European Economy - Economic Papers 2008 - 2015 247, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    7. Florin O. Bilbiie & Fabio Ghironi & Marc J. Melitz, 2012. "Endogenous Entry, Product Variety, and Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 304-345.
    8. Florin O. Bilbiie & Fabio Ghironi & Marc J. Melitz, 2008. "Monetary Policy and Business Cycles with Endogenous Entry and Product Variety," NBER Chapters, in: NBER Macroeconomics Annual 2007, Volume 22, pages 299-353, National Bureau of Economic Research, Inc.
    9. Einarsson, Tor & Marquis, Milton H., 1998. "An RBC model with growth: the role of human capital," Journal of Economics and Business, Elsevier, vol. 50(5), pages 431-444, September.
    10. Cooper, Russell & Johri, Alok, 2002. "Learning-by-doing and aggregate fluctuations," Journal of Monetary Economics, Elsevier, vol. 49(8), pages 1539-1566, November.
    11. Ozlu, Elvan, 1996. "Aggregate economic fluctuations in endogenous growth models," Journal of Macroeconomics, Elsevier, vol. 18(1), pages 27-47.
    12. Rolf Strauch & Mark Hallerberg & Jürgen von Hagen, 2004. "Budgetary Forecasts in Europe – The Track Record of Stability and Convergence Programmes," Economic Working Papers at Centro de Estudios Andaluces E2004/42, Centro de Estudios Andaluces.
    13. Maliar, Lilia & Maliar, Serguei, 2004. "Endogenous Growth And Endogenous Business Cycles," Macroeconomic Dynamics, Cambridge University Press, vol. 8(5), pages 559-581, November.
    14. Francis X. Diebold & Lutz Kilian, 2001. "Measuring predictability: theory and macroeconomic applications," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(6), pages 657-669.
    15. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    16. Phillips, Kerk L. & Wrase, Jeff, 2006. "Is Schumpeterian `creative destruction' a plausible source of endogenous real business cycle shocks?," Journal of Economic Dynamics and Control, Elsevier, vol. 30(11), pages 1885-1913, November.
    17. David Andolfatto & Glenn MacDonald, 1998. "Technology Diffusion and Aggregate Dynamics," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 338-370, April.
    18. Bental, Benjamin & Peled, Dan, 1996. "The Accumulation of Wealth and the Cyclical Generation of New Technologies: A Search Theoretic Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(3), pages 687-718, August.
    19. Oliver J. Blanchard, 1997. "The Medium Run," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(2), pages 89-158.
    20. Kam Leong Szeto, 2002. "A dynamic computable general equilibrium (CGE) model of the New Zealand economy," Treasury Working Paper Series 02/07, New Zealand Treasury.
    21. Smets, Frank, 2003. "Maintaining price stability: how long is the medium term?," Journal of Monetary Economics, Elsevier, vol. 50(6), pages 1293-1309, September.
    22. McAdam, Peter & Willman, Alpo, 2008. "Medium run redux: technical change, factor shares and frictions in the euro area," Working Paper Series 915, European Central Bank.
    23. Yongsung Chang & Joao F. Gomes & Frank Schorfheide, 2002. "Learning-by-Doing as a Propagation Mechanism," American Economic Review, American Economic Association, vol. 92(5), pages 1498-1520, December.
    24. McAdam, Peter & Willman, Alpo, 2013. "Medium Run Redux," Macroeconomic Dynamics, Cambridge University Press, vol. 17(4), pages 695-727, June.
    25. Gomme, Paul, 1993. "Money and growth revisited : Measuring the costs of inflation in an endogenous growth model," Journal of Monetary Economics, Elsevier, vol. 32(1), pages 51-77, August.
    26. Francesca D'Auria & Cécile Denis & Karel Havik & Kieran Mc Morrow & Christophe Planas & Rafal Raciborski & Werner Roger & Alessandro Rossi, 2010. "The production function methodology for calculating potential growth rates and output gaps," European Economy - Economic Papers 2008 - 2015 420, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    27. 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.
    28. Richard Dennis, 2006. "The frequency of price adjustment and New Keynesian business cycle dynamics," Working Paper Series 2006-22, Federal Reserve Bank of San Francisco.
    29. Mr. Juan Zalduendo & Ms. Catia Batista, 2004. "Can the IMF's Medium-Term Growth Projections Be Improved?," IMF Working Papers 2004/203, International Monetary Fund.
    30. Thomas Lindh, 2004. "Medium-term forecasts of potential GDP and inflation using age structure information," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(1), pages 19-49.
    31. Christian Ragacs & Martin Schneider, 2007. "Comparing the Predictive Accuracy of Macroeconomic Forecasts for Austria from 1998 to 2006," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 4, pages 29-49.
    32. Einarsson, Tor & Marquis, Milton H., 1997. "Home production with endogenous growth," Journal of Monetary Economics, Elsevier, vol. 39(3), pages 551-569, August.
    33. Claude Giorno & Pete Richardson & Deborah Roseveare & Paul van den Noord, 1995. "Estimating Potential Output, Output Gaps and Structural Budget Balances," OECD Economics Department Working Papers 152, OECD Publishing.
    34. Collard, Fabrice, 1998. "Spectral and persistence properties of cyclical growth," Journal of Economic Dynamics and Control, Elsevier, vol. 23(3), pages 463-488, November.
    35. Kappler, Marcus, 2007. "Projecting the Medium-Term: Outcomes and Errors for GDP Growth," ZEW Discussion Papers 07-068, ZEW - Leibniz Centre for European Economic Research.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Laura Carabotta, 2014. "Which Agency and Which Period is The Best? Analyzing National and International Fiscal Forecasts in Italy," International Journal of Economic Sciences, Prague University of Economics and Business, vol. 2014(1), pages 27-46.
    2. Kieran Mc Morrow & Werner Roeger & Valerie Vandermeulen, 2017. "Evaluating Medium Term Forecasting Methods and their Implications for EU Output Gap Calculations," European Economy - Discussion Papers 070, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:zbw:rwirep:0177 is not listed on IDEAS
    2. Torsten Schmidt & Helmut Hofer & Klaus Weyerstrass, 2010. "Practice and Prospects of Medium-term Economic Forecasting," Ruhr Economic Papers 0177, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    3. Tobias Kitlinski & Torsten Schmidt, 2011. "The Forecasting Performance of an Estimated Medium Run Model," Ruhr Economic Papers 0301, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    4. repec:zbw:rwirep:0301 is not listed on IDEAS
    5. Kitlinski, Tobias & Schmidt, Torsten, 2011. "The Forecasting Performance of an Estimated Medium Run Model," Ruhr Economic Papers 301, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    6. Chase Coleman & Kerk L. Phillips, 2014. "Business Cycle Persistence in a Model with Schumpeterian Growth and Uncorrelated Shocks," BYU Macroeconomics and Computational Laboratory Working Paper Series 2014-01, Brigham Young University, Department of Economics, BYU Macroeconomics and Computational Laboratory.
    7. Tom Holden, 2010. "Products, patents and productivity persistence: A DSGE model of endogenous growth," Economics Series Working Papers 512, University of Oxford, Department of Economics.
    8. Filip Rozsypal, 2015. "Schumpeterian business cycles," 2015 Meeting Papers 320, Society for Economic Dynamics.
    9. Aysun, Uluc, 2020. "Volatility costs of R&D," European Economic Review, Elsevier, vol. 122(C).
    10. Tom Holden, 2012. "Medium-frequency cycles and the remarkable near trend-stationarity of output," School of Economics Discussion Papers 1412, School of Economics, University of Surrey.
    11. Poutineau, Jean-Christophe & Vermandel, Gauthier, 2015. "Financial frictions and the extensive margin of activity," Research in Economics, Elsevier, vol. 69(4), pages 525-554.
    12. Phillips, Kerk L. & Wrase, Jeff, 2006. "Is Schumpeterian `creative destruction' a plausible source of endogenous real business cycle shocks?," Journal of Economic Dynamics and Control, Elsevier, vol. 30(11), pages 1885-1913, November.
    13. Lewis, Vivien & Stevens, Arnoud, 2015. "Entry and markup dynamics in an estimated business cycle model," European Economic Review, Elsevier, vol. 74(C), pages 14-35.
    14. Wolfgang Lechthaler & Mewael F. Tesfaselassie, 2023. "Endogenous Growth, Skill Obsolescence, and Output Hysteresis in a New Keynesian Model with Unemployment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(8), pages 2187-2213, December.
    15. Olaf, POSCH & Klaus, WAELDE, 2005. "Natural volatility, welfare and taxation," Discussion Papers (ECON - Département des Sciences Economiques) 2005009, Université catholique de Louvain, Département des Sciences Economiques.
    16. Weber, Henning, 2013. "Learning By Doing in New Firms and the Optimal Rate of Inflation," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79761, Verein für Socialpolitik / German Economic Association.
    17. Chase Coleman & Kerk Phillips, 2013. "Can Uncorrelated Shocks Generate Aggregate Autocorrelation?: Business Cycle Persistence in a Model with Endogenous Growth and Fluctuations," BYU Macroeconomics and Computational Laboratory Working Paper Series 2013-03, Brigham Young University, Department of Economics, BYU Macroeconomics and Computational Laboratory.
    18. Lewis, Vivien & Stevens, Arnoud, 2012. "The competition effect in business cycles," IMFS Working Paper Series 51, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    19. Kappler, Marcus, 2007. "Projecting the Medium-Term: Outcomes and Errors for GDP Growth," ZEW Discussion Papers 07-068, ZEW - Leibniz Centre for European Economic Research.
    20. Weber, Henning, 2015. "Innovation and the Optimal Rate of Inflation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113087, Verein für Socialpolitik / German Economic Association.
    21. Piero Ferri, 2011. "Macroeconomics of Growth Cycles and Financial Instability," Books, Edward Elgar Publishing, number 14260.
    22. Gallegati, Marco & Giri, Federico & Palestrini, Antonio, 2019. "DSGE model with financial frictions over subsets of business cycle frequencies," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 152-163.

    More about this item

    Keywords

    Econometric models; Macroeconomic forecasts; Aggregate production function; Austria;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E66 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General Outlook and Conditions

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jku:nrnwps:2010_12. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: René Böheim (email available below). General contact details of provider: https://edirc.repec.org/data/aclawat.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.