IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/19414.html
   My bibliography  Save this paper

The Time for Austerity: Estimating the Average Treatment Effect of Fiscal Policy

Author

Listed:
  • Òscar Jordà
  • Alan M. Taylor

Abstract

After the Global Financial Crisis a controversial rush to fiscal austerity followed in many countries. Yet research on the effects of austerity on macroeconomic aggregates was and still is unsettled, mired by the difficulty of identifying multipliers from observational data. This paper reconciles seemingly disparate estimates of multipliers within a unified and state-contingent framework. We achieve identification of causal effects with new propensity-score based methods for time series data. Using this novel approach, we show that austerity is always a drag on growth, and especially so in depressed economies: a one percent of GDP fiscal consolidation translates into a loss of 4 percent of real GDP over five years when implemented in a slump, rather than just 1 percent in a boom. We illustrate our findings with a counterfactual evaluation of the impact of the UK government’s shift to austerity policies in 2010 on subsequent growth.

Suggested Citation

  • Òscar Jordà & Alan M. Taylor, 2013. "The Time for Austerity: Estimating the Average Treatment Effect of Fiscal Policy," NBER Working Papers 19414, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19414
    Note: DAE EFG IFM
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w19414.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Alan J. Auerbach & Yuriy Gorodnichenko, 2012. "Measuring the Output Responses to Fiscal Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 4(2), pages 1-27, May.
    2. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    3. Roberto Perotti, 1999. "Fiscal Policy in Good Times and Bad," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1399-1436.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    5. Jonathan A. Parker, 2011. "On Measuring the Effects of Fiscal Policy in Recessions," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 703-718, September.
    6. Francesco Giavazzi & Marco Pagano, 1990. "Can Severe Fiscal Contractions Be Expansionary? Tales of Two Small European Countries," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 75-122, National Bureau of Economic Research, Inc.
    7. Andrew Mountford & Harald Uhlig, 2009. "What are the effects of fiscal policy shocks?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 960-992.
    8. Christina D. Romer & David H. Romer, 1989. "Does Monetary Policy Matter? A New Test in the Spirit of Friedman and Schwartz," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 121-184, National Bureau of Economic Research, Inc.
    9. Joshua D. Angrist & Guido M. Kuersteiner, 2011. "Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 725-747, August.
    10. Bryan S. Graham & Cristine Campos De Xavier Pinto & Daniel Egel, 2012. "Inverse Probability Tilting for Moment Condition Models with Missing Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1053-1079.
    11. Miguel Almunia & Agustín Bénétrix & Barry Eichengreen & Kevin H. O’Rourke & Gisela Rua, 2010. "From Great Depression to Great Credit Crisis: similarities, differences and lessons [Germany: Guns, butter, and economic miracles]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 219-265.
    12. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    13. Alan J. Auerbach & Yuriy Gorodnichenko, 2012. "Fiscal Multipliers in Recession and Expansion," NBER Chapters, in: Fiscal Policy after the Financial Crisis, pages 63-98, National Bureau of Economic Research, Inc.
    14. Taylor, Alan M. & Schularick, Moritz & Jordà , Òscar, 2011. "When Credit Bites Back: Leverage, Business Cycles, and Crises," CEPR Discussion Papers 8678, C.E.P.R. Discussion Papers.
    15. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    16. Emi Nakamura & J?n Steinsson, 2014. "Fiscal Stimulus in a Monetary Union: Evidence from US Regions," American Economic Review, American Economic Association, vol. 104(3), pages 753-792, March.
    17. 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.
    18. Pontus Rendahl, 2014. "Fiscal Policy in an Unemployment Crisis," Cambridge Working Papers in Economics 1456, Faculty of Economics, University of Cambridge.
    19. Robert J. Barro & Charles J. Redlick, 2011. "Macroeconomic Effects From Government Purchases and Taxes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 51-102.
    20. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    21. Alberto Alesina & Silvia Ardagna, 2010. "Large Changes in Fiscal Policy: Taxes versus Spending," NBER Chapters, in: Tax Policy and the Economy, Volume 24, pages 35-68, National Bureau of Economic Research, Inc.
    22. Ardagna, Silvia, 2004. "Fiscal Stabilizations: When Do They Work and Why," Scholarly Articles 2580047, Harvard University Department of Economics.
    23. Ramey, Valerie A. & Shapiro, Matthew D., 1998. "Costly capital reallocation and the effects of government spending," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 145-194, June.
    24. Michael T. Owyang & Valerie A. Ramey & Sarah Zubairy, 2013. "Are government spending multipliers greater during periods of slack? evidence from 20th century historical data," Working Papers 2013-004, Federal Reserve Bank of St. Louis.
    25. Ardagna, Silvia, 2004. "Fiscal stabilizations: When do they work and why," European Economic Review, Elsevier, vol. 48(5), pages 1047-1074, October.
    26. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    27. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    28. Michael T. Owyang & Valerie A. Ramey & Sarah Zubairy, 2013. "Are Government Spending Multipliers Greater during Periods of Slack? Evidence from Twentieth-Century Historical Data," American Economic Review, American Economic Association, vol. 103(3), pages 129-134, May.
    29. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    30. Leeper, Eric M., 1997. "Narrative and VAR approaches to monetary policy: Common identification problems," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 641-657, December.
    31. Joshua D. Angrist & Òscar Jordà & Guido M. Kuersteiner, 2018. "Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(3), pages 371-387, July.
    32. Jeffrey Brown, 2012. "Tax Policy and the Economy, Volume 26," NBER Books, National Bureau of Economic Research, Inc, number brow11-2.
    33. Pablo Hernández de Cos & Enrique Moral-Benito, 2011. "Endogenous fiscal consolidations," Working Papers 1102, Banco de España.
    34. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    35. Òscar Jordà & Alan M. Taylor, 2011. "Performance Evaluation of Zero Net-Investment Strategies," NBER Working Papers 17150, National Bureau of Economic Research, Inc.
    36. Glynn, Adam N. & Quinn, Kevin M., 2010. "An Introduction to the Augmented Inverse Propensity Weighted Estimator," Political Analysis, Cambridge University Press, vol. 18(1), pages 36-56, January.
    37. Rendahl, P., 2012. "Fiscal Policy in an Unemployment Crisis," Cambridge Working Papers in Economics 1211, Faculty of Economics, University of Cambridge.
    38. Romer, Christina D. & Romer, David H., 1997. "Identification and the narrative approach: A reply to Leeper," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 659-665, December.
    39. Mr. Daniel Leigh & Mr. Andrea Pescatori & Mr. Jaime Guajardo, 2011. "Expansionary Austerity New International Evidence," IMF Working Papers 2011/158, International Monetary Fund.
    40. Valerie Ramey & Sarah Zubairy & Michael Owyang, 2013. "Are Government Spending Multipliers State Dependent? Evidence from U.S. and Canadian Historical Data," 2013 Meeting Papers 290, Society for Economic Dynamics.
    41. Joshua D. Angrist & Guido M. Kuersteiner, 2004. "Semiparametric Causality Tests Using the Policy Propensity Score," NBER Working Papers 10975, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    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. Ramey, V.A., 2016. "Macroeconomic Shocks and Their Propagation," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 71-162, Elsevier.
    2. Sebastian Gechert & Ansgar Rannenberg, 2014. "Are Fiscal Multipliers Regime-Dependent? A Meta Regression Analysis," IMK Working Paper 139-2014, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    3. Marco Bernardini & Gert Peersman, 2018. "Private debt overhang and the government spending multiplier: Evidence for the United States," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 485-508, June.
    4. Andrea Boitani & Salvatore Perdichizzi, 2018. "Public Expenditure Multipliers in recessions. Evidence from the Eurozone," DISCE - Working Papers del Dipartimento di Economia e Finanza def068, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    5. Pablo Hernández de Cos & Enrique Moral-Benito, 2016. "Fiscal multipliers in turbulent times: the case of Spain," Empirical Economics, Springer, vol. 50(4), pages 1589-1625, June.
    6. Dell'Erba, Salvatore & Koloskova, Ksenia & Poplawski-Ribeiro, Marcos, 2018. "Medium-term fiscal multipliers during protracted economic contractions," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 35-52.
    7. Axelle Ferriere & Gaston Navarro, 2013. "The Heterogeneous Effects of Government Spending: It's All About Taxes," Working Papers 13-18, New York University, Leonard N. Stern School of Business, Department of Economics.
    8. Biolsi, Christopher, 2017. "Nonlinear effects of fiscal policy over the business cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 78(C), pages 54-87.
    9. Salvatore Perdichizzi, 2017. "Estimating Fiscal multipliers in the Eurozone. A Nonlinear Panel Data Approach," DISCE - Working Papers del Dipartimento di Economia e Finanza def058, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    10. Menzie Chinn, 2013. "fiscal multipliers," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    11. Charles J. Whalen & Felix Reichling, 2015. "The Fiscal Multiplier And Economic Policy Analysis In The United States," Contemporary Economic Policy, Western Economic Association International, vol. 33(4), pages 735-746, October.
    12. Benjamin Born & Gernot J. Müller & Johannes Pfeifer, 2020. "Does Austerity Pay Off?," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 323-338, May.
    13. Eduardo Garzón Espinosa & Bibiana Medialdea García & Esteban Cruz Hidalgo, 2021. "Fiscal Policy Approaches: An Inquiring Look From The Modern Monetary Theory," Journal of Economic Issues, Taylor & Francis Journals, vol. 55(4), pages 999-1022, October.
    14. Patrick Blagrave & Giang Ho & Ksenia Koloskova & Mr. Esteban Vesperoni, 2017. "Fiscal Spillovers: The Importance of Macroeconomic and Policy Conditions in Transmission," IMF Spillover Notes 2017/002, International Monetary Fund.
    15. 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.
    16. Riera-Crichton, Daniel & Vegh, Carlos A. & Vuletin, Guillermo, 2016. "Tax multipliers: Pitfalls in measurement and identification," Journal of Monetary Economics, Elsevier, vol. 79(C), pages 30-48.
    17. Klein, Mathias & Winkler, Roland, 2019. "Austerity, inequality, and private debt overhang," European Journal of Political Economy, Elsevier, vol. 57(C), pages 89-106.
    18. Roel Beetsma & Jacopo Cimadomo & Oana Furtuna & Massimo Giuliodori1, 2015. "The confidence effects of fiscal consolidations," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(83), pages 439-489.
    19. Jia, Bijie & Kim, Hyeongwoo, 2015. "Government Spending Shocks and Private Activity: The Role of Sentiments," MPRA Paper 66263, University Library of Munich, Germany.
    20. Felix Reichling & Charles Whalen, 2015. "The Fiscal Multiplier and Economic Policy Analysis in the United States: Working Paper 2015-02," Working Papers 49925, Congressional Budget Office.

    More about this item

    JEL classification:

    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • C99 - Mathematical and Quantitative Methods - - Design of Experiments - - - Other
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H20 - Public Economics - - Taxation, Subsidies, and Revenue - - - General
    • H5 - Public Economics - - National Government Expenditures and Related Policies
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative

    NEP fields

    This paper has been announced in the following NEP Reports:

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. The Time for Austerity: Estimating the Average Treatment Effect of Fiscal Policy (NBER 2013) in ReplicationWiki

    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:nbr:nberwo:19414. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.