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State-Dependent Local Projections: Understanding Impulse Response Heterogeneity

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  • James Cloyne
  • Òscar Jordà
  • Alan M. Taylor
Abstract
An impulse response is the dynamic average effect of an intervention across horizons. We use the well-known Kitagawa-Blinder-Oaxaca decomposition to explore a response’s heterogeneity over time and over states of the economy. This can be implemented with a simple extension to the usual local projection specification that nevertheless keeps the model linear in parameters. Using our new decomposition-based approach, we show how to unpack heterogeneity in the fiscal multiplier, an object that at any point in time may depend on a number of potentially correlated factors, including existing economic conditions and the monetary response. In our application, the fiscal multiplier varies considerably with monetary policy: it can be as small as zero, or as large as 2, depending on the degree of monetary offset.

Suggested Citation

  • James Cloyne & Òscar Jordà & Alan M. Taylor, 2023. "State-Dependent Local Projections: Understanding Impulse Response Heterogeneity," NBER Working Papers 30971, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:30971
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    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. Leeper, Eric M. & Plante, Michael & Traum, Nora, 2010. "Dynamics of fiscal financing in the United States," Journal of Econometrics, Elsevier, vol. 156(2), pages 304-321, June.
    3. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    4. Riera-Crichton, Daniel & Vegh, Carlos A. & Vuletin, Guillermo, 2015. "Procyclical and countercyclical fiscal multipliers: Evidence from OECD countries," Journal of International Money and Finance, Elsevier, vol. 52(C), pages 15-31.
    5. Gabriel Chodorow-Reich, 2019. "Geographic Cross-Sectional Fiscal Spending Multipliers: What Have We Learned?," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 1-34, May.
    6. repec:oup:ecpoli:v:27:y:2012:i:72:p:521-565 is not listed on IDEAS
    7. Christina D. Romer & David H. Romer, 2010. "The Macroeconomic Effects of Tax Changes: Estimates Based on a New Measure of Fiscal Shocks," American Economic Review, American Economic Association, vol. 100(3), pages 763-801, June.
    8. Peersman, Gert & Smets, Frank, 2001. "Are the effects of monetary policy in the euro area greater in recessions than in booms?," Working Paper Series 52, European Central Bank.
    9. Òscar Jordà & Alan M. Taylor, 2016. "The Time for Austerity: Estimating the Average Treatment Effect of Fiscal Policy," Economic Journal, Royal Economic Society, vol. 126(590), pages 219-255, February.
    10. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    11. 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.
    12. Anh D. M. Nguyen & Luisanna Onnis & Raffaele Rossi, 2021. "The Macroeconomic Effects of Income and Consumption Tax Changes," American Economic Journal: Economic Policy, American Economic Association, vol. 13(2), pages 439-466, May.
    13. Benjamin Born & Francesco D’Ascanio & Gernot J. Müller & Johannes Pfeifer, 2024. "Mr. Keynes Meets the Classics: Government Spending and the Real Exchange Rate," Journal of Political Economy, University of Chicago Press, vol. 132(5), pages 1642-1683.
    14. Antonio Acconcia & Giancarlo Corsetti & Saverio Simonelli, 2014. "Mafia and Public Spending: Evidence on the Fiscal Multiplier from a Quasi-experiment," American Economic Review, American Economic Association, vol. 104(7), pages 2185-2209, July.
    15. Silvana Tenreyro & Gregory Thwaites, 2016. "Pushing on a String: US Monetary Policy Is Less Powerful in Recessions," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 43-74, October.
    16. 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.
    17. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    18. Ilzetzki, Ethan & Mendoza, Enrique G. & Végh, Carlos A., 2013. "How big (small?) are fiscal multipliers?," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 239-254.
    19. Banerjee, Ryan & Zampolli, Fabrizio, 2019. "What drives the short-run costs of fiscal consolidation? Evidence from OECD countries," Economic Modelling, Elsevier, vol. 82(C), pages 420-436.
    20. Wataru Miyamoto & Thuy Lan Nguyen & Dmitriy Sergeyev, 2018. "Government Spending Multipliers under the Zero Lower Bound: Evidence from Japan," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 247-277, July.
    21. Regis Barnichon & Davide Debortoli & Christian Matthes, 2022. "Understanding the Size of the Government Spending Multiplier: It’s in the Sign," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 87-117.
    22. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2020. "The effects of quasi-random monetary experiments," Journal of Monetary Economics, Elsevier, vol. 112(C), pages 22-40.
    23. 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.
    24. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    25. James Cloyne & Nicholas Dimsdale & Natacha Postel-Vinay, 2024. "Taxes and Growth: New Narrative Evidence from Interwar Britain," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 2168-2200.
    26. Bachmann, Rüdiger & Sims, Eric R., 2012. "Confidence and the transmission of government spending shocks," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 235-249.
    27. 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.
    28. Sami Alpanda & Sarah Zubairy, 2019. "Household Debt Overhang and Transmission of Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1265-1307, August.
    29. 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.
    30. James S. Cloyne & Paolo Surico, 2017. "Household Debt and the Dynamic Effects of Income Tax Changes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 45-81.
    31. Adam M Guren & Alisdair McKay & Emi Nakamura & Jón Steinsson, 2021. "Housing Wealth Effects: The Long View," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 669-707.
    32. Akihisa Kato & Wataru Miyamoto & Thuy Lan Nguyen & Dmitriy Sergeyev, 2018. "The Effects of Tax Changes at the Zero Lower Bound: Evidence from Japan," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 513-518, May.
    33. Alpanda, Sami & Granziera, Eleonora & Zubairy, Sarah, 2021. "State dependence of monetary policy across business, credit and interest rate cycles," European Economic Review, Elsevier, vol. 140(C).
    34. Crafts, Nicholas & Mills, Terence C., 2013. "Rearmament to the Rescue? New Estimates of the Impact of “Keynesian” Policies in 1930s' Britain," The Journal of Economic History, Cambridge University Press, vol. 73(4), pages 1077-1104, December.
    35. Fabio Canova & Evi Pappa, 2011. "Fiscal policy, pricing frictions and monetary accommodation [Expansionary fiscal consolidations in Europe: New evidence]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(68), pages 555-598.
    36. Giancarlo Corsetti & André Meier & Gernot J. Müller, 2012. "What determines government spending multipliers? [Mafia and public spending: Evidence of the fiscal multiplier from a quasi-experiment’, mimeo]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(72), pages 521-565.
    37. Hussain Syed M. & Liu Lin, 2018. "Comparing the effects of discretionary tax changes between the US and the UK," The B.E. Journal of Macroeconomics, De Gruyter, vol. 18(1), pages 1-17, January.
    38. Karel Mertens & Morten O. Ravn, 2013. "The Dynamic Effects of Personal and Corporate Income Tax Changes in the United States," American Economic Review, American Economic Association, vol. 103(4), pages 1212-1247, June.
    39. Ghassibe, Mishel & Zanetti, Francesco, 2022. "State dependence of fiscal multipliers: the source of fluctuations matters," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 1-23.
    40. Gauti B. Eggertsson, 2011. "What Fiscal Policy Is Effective at Zero Interest Rates?," NBER Chapters, in: NBER Macroeconomics Annual 2010, volume 25, pages 59-112, National Bureau of Economic Research, Inc.
    41. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    42. Eric M. Leeper & Nora Traum & Todd B. Walker, 2017. "Clearing Up the Fiscal Multiplier Morass," American Economic Review, American Economic Association, vol. 107(8), pages 2409-2454, August.
    43. 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.
    44. Yoon J. Jo & Sarah Zubairy, 2021. "State dependent government spending multipliers: Downward nominal wage rigidity and sources of business cycle fluctuations," Working Papers 20210127-001, Texas A&M University, Department of Economics.
    45. Born, Benjamin & Juessen, Falko & Müller, Gernot J., 2013. "Exchange rate regimes and fiscal multipliers," Journal of Economic Dynamics and Control, Elsevier, vol. 37(2), pages 446-465.
    46. 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.
    47. 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.
    48. Raphael Corbi & Elias Papaioannou & Paolo Surico, 2019. "Regional Transfer Multipliers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 1901-1934.
    49. repec:oup:ecpoli:v:26:y:2011:i:68:p:555-598 is not listed on IDEAS
    50. Silvia Goncalves & Ana María Herrera & Lutz Kilian & Elena Pesavento, 2022. "When Do State-Dependent Local Projections Work?," Working Papers 2205, Federal Reserve Bank of Dallas.
    51. Michael Woodford, 2011. "Simple Analytics of the Government Expenditure Multiplier," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(1), pages 1-35, January.
    52. Jaime Guajardo & Daniel Leigh & Andrea Pescatori, 2014. "Expansionary Austerity? International Evidence," Journal of the European Economic Association, European Economic Association, vol. 12(4), pages 949-968, August.
    53. 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.
    54. James Cloyne, 2013. "Discretionary Tax Changes and the Macroeconomy: New Narrative Evidence from the United Kingdom," American Economic Review, American Economic Association, vol. 103(4), pages 1507-1528, June.
    55. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    56. Hussain Syed M. & Liu Lin, 2018. "Comparing the effects of discretionary tax changes between the US and the UK," The B.E. Journal of Macroeconomics, De Gruyter, vol. 18(1), pages 1-17, January.
    57. Bernd Hayo & Matthias Uhl, 2014. "The macroeconomic effects of legislated tax changes in Germany," Oxford Economic Papers, Oxford University Press, vol. 66(2), pages 397-418.
    58. Lo, Ming Chien & Piger, Jeremy, 2005. "Is the Response of Output to Monetary Policy Asymmetric? Evidence from a Regime-Switching Coefficients Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(5), pages 865-886, October.
    59. Valerie A. Ramey & Sarah Zubairy, 2018. "Government Spending Multipliers in Good Times and in Bad: Evidence from US Historical Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 850-901.
    60. Christian K. Wolf, 2023. "Fiscal Stimulus and the Systematic Response of Monetary Policy," AEA Papers and Proceedings, American Economic Association, vol. 113, pages 388-393, May.
    61. J. Bradford DeLong & Lawrence H. Summers, 2012. "Fiscal Policy in a Depressed Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(1 (Spring), pages 233-297.
    62. José Luis Montiel Olea & Mikkel Plagborg‐Møller, 2021. "Local Projection Inference Is Simpler and More Robust Than You Think," Econometrica, Econometric Society, vol. 89(4), pages 1789-1823, July.
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    Cited by:

    1. Jordà, Òscar & Nechio, Fernanda, 2023. "Inflation and wage growth since the pandemic," European Economic Review, Elsevier, vol. 156(C).
    2. Juvenal, Luciana & Petrella, Ivan, 2024. "Unveiling the dance of commodity prices and the global financial cycle," Journal of International Economics, Elsevier, vol. 150(C).
    3. Òscar Jordà & Alan M. Taylor, 2024. "Local Projections," NBER Working Papers 32822, National Bureau of Economic Research, Inc.
    4. Juvenal, Luciana & Petrella, Ivan, 2024. "Reprint of “Unveiling the dance of commodity prices and the global financial cycle”," Journal of International Economics, Elsevier, vol. 149(C).
    5. Adolfsen, Jakob Feveile & Ferrari Minesso, Massimo & Mork, Jente Esther & Van Robays, Ine, 2024. "Gas price shocks and euro area inflation," Working Paper Series 2905, European Central Bank.
    6. Schroeder, Christofer & Stracca, Livio, 2023. "Pollution havens? Carbon taxes, globalization, and the geography of emissions," Working Paper Series 2862, European Central Bank.
    7. Rodnyansky, A. & Timmer, Y. & Yago, N., 2023. "Intervening against the Fed," Cambridge Working Papers in Economics 2357, Faculty of Economics, University of Cambridge.
    8. Bertille Antoine & Otilia Boldea & Niccolo Zaccaria, 2024. "Efficient two-sample instrumental variable estimators with change points and near-weak identification," Papers 2406.17056, arXiv.org.
    9. Checherita-Westphal, Cristina & Pesso, Tom, 2024. "Fiscal policy and inflation: accounting for non-linearities in government debt," Working Paper Series 2996, European Central Bank.

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    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

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