IDEAS home Printed from https://ideas.repec.org/p/cid/wpfacu/440.html

Pandemic-era Inflation Drivers and Global Spillovers

Author

Listed:
  • Alvaro Silva
  • Julian di Giovanni
  • Muhammed A. Yildirim

    (Center for International Development at Harvard University)

  • Sebnem Kalemli-Ozcan

Abstract

We estimate a multi-country multi-sector New Keynesian model to quantify the drivers of domestic inflation during 2020–2023 in several countries, including the United States. The model matches observed inflation together with sector-level prices and wages. We further measure the relative importance of different types of shocks on inflation across countries over time. The key mechanism, the international transmission of demand, supply and energy shocks through global linkages helps us to match the behavior of the USD/Euro exchange rate. The quantification exercise yields four key findings. First, negative supply shocks to factors of production, labor and intermediate inputs, initially sparked inflation in 2020–2021. Global supply chains and complementarities in production played an amplification role in this initial phase. Second, positive aggregate demand shocks, due to stimulative policies, widened demand-supply imbalances, amplifying inflation further during 2021–2022. Third, the reallocation of consumption between goods and service sectors, a relative sector-level demand shock, played a role in transmitting these imbalances across countries through the global trade and production network. Fourth, global energy shocks have differential impacts on the US relative to other countries’ inflation rates. Further, complementarities between energy and other inputs to production play a particularly important role in the quantitative impact of these shocks on inflation.

Suggested Citation

  • Alvaro Silva & Julian di Giovanni & Muhammed A. Yildirim & Sebnem Kalemli-Ozcan, 2023. "Pandemic-era Inflation Drivers and Global Spillovers," CID Working Papers 440, Center for International Development at Harvard University.
  • Handle: RePEc:cid:wpfacu:440
    as

    Download full text from publisher

    File URL: https://growthlab.hks.harvard.edu/sites/projects.iq.harvard.edu/files/growthlab/files/2023-11-cidwp-440-pandemic-inflation-drivers.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Basu, Susanto, 1995. "Intermediate Goods and Business Cycles: Implications for Productivity and Welfare," American Economic Review, American Economic Association, vol. 85(3), pages 512-531, June.
    2. Jennifer La'O & Alireza Tahbaz‐Salehi, 2022. "Optimal Monetary Policy in Production Networks," Econometrica, Econometric Society, vol. 90(3), pages 1295-1336, May.
    3. Alessandra Peter & Cian Ruane, 2023. "The Aggregate Importance of Intermediate Input Substitutability," NBER Working Papers 31233, National Bureau of Economic Research, Inc.
    4. Enghin Atalay, 2017. "How Important Are Sectoral Shocks?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 254-280, October.
    5. Emi Nakamura & Jón Steinsson, 2010. "Monetary Non-neutrality in a Multisector Menu Cost Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 961-1013.
    6. Emi Nakamura & Jón Steinsson, 2013. "Price Rigidity: Microeconomic Evidence and Macroeconomic Implications," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 133-163, May.
    7. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    8. Pasten, Ernesto & Schoenle, Raphael & Weber, Michael, 2020. "The propagation of monetary policy shocks in a heterogeneous production economy," Journal of Monetary Economics, Elsevier, vol. 116(C), pages 1-22.
    9. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    10. Elisa Rubbo, 2023. "Networks, Phillips Curves, and Monetary Policy," Econometrica, Econometric Society, vol. 91(4), pages 1417-1455, July.
    11. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    12. Aoki, Kosuke, 2001. "Optimal monetary policy responses to relative-price changes," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 55-80, August.
    13. Bouakez, Hafedh & Cardia, Emanuela & Ruge-Murcia, Francisco, 2014. "Sectoral price rigidity and aggregate dynamics," European Economic Review, Elsevier, vol. 65(C), pages 1-22.
    14. Carlos Carvalho & Fernanda Nechio, 2011. "Aggregation and the PPP Puzzle in a Sticky-Price Model," American Economic Review, American Economic Association, vol. 101(6), pages 2391-2424, October.
    15. Rishabh Aggarwal & Adrien Auclert & Matthew Rognlie & Ludwig Straub, 2023. "Excess Savings and Twin Deficits: The Transmission of Fiscal Stimulus in Open Economies," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 325-412.
    16. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    17. Carvalho Carlos, 2006. "Heterogeneity in Price Stickiness and the Real Effects of Monetary Shocks," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(1), pages 1-58, December.
    18. David Baqaee & Emmanuel Farhi, 2022. "Supply and Demand in Disaggregated Keynesian Economies with an Application to the COVID-19 Crisis," American Economic Review, American Economic Association, vol. 112(5), pages 1397-1436, May.
    19. Peter J. Klenow & Oleksiy Kryvtsov, 2008. "State-Dependent or Time-Dependent Pricing: Does it Matter for Recent U.S. Inflation?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 863-904.
    20. Erceg, Christopher J. & Henderson, Dale W. & Levin, Andrew T., 2000. "Optimal monetary policy with staggered wage and price contracts," Journal of Monetary Economics, Elsevier, vol. 46(2), pages 281-313, October.
    21. Christoph E. Boehm & Andrei A. Levchenko & Nitya Pandalai-Nayar, 2023. "The Long and Short (Run) of Trade Elasticities," American Economic Review, American Economic Association, vol. 113(4), pages 861-905, April.
    22. Emi Nakamura & Jón Steinsson, 2008. "Five Facts about Prices: A Reevaluation of Menu Cost Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1415-1464.
    23. Adam Hale Shapiro, 2022. "How Much Do Supply and Demand Drive Inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, vol. 2022(15), pages 1-06, June.
    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. Binetti, Alberto & Nuzzi, Francesco & Stantcheva, Stefanie, 2024. "People’s understanding of inflation," Journal of Monetary Economics, Elsevier, vol. 148(S).
    2. Jonathon Hazell & Stephan Hobler, 2024. "Do Deficits Cause Inflation? A High Frequency Narrative Approach," Discussion Papers 2439, Centre for Macroeconomics (CFM).
    3. Alessandri, Piergiorgio & Gazzani, Andrea, 2025. "Natural gas and the macroeconomy: Not all energy shocks are alike," Journal of Monetary Economics, Elsevier, vol. 151(C).
    4. Bryan P. Cutsinger & William J. Luther, 2025. "Symposium introduction: Reviewing the Federal Reserve's framework," Southern Economic Journal, John Wiley & Sons, vol. 91(4), pages 1213-1228, April.
    5. Firooz, Hamid & Leduc, Sylvain & Liu, Zheng, 2025. "Reshoring, automation, and labor markets under trade uncertainty," Journal of International Economics, Elsevier, vol. 156(C).
    6. Jongrim Ha & M. Ayhan Kose & Franziska Ohnsorge & Hakan Yilmazkuday, 2025. "What Explains Global Inflation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 73(2), pages 522-555, June.
    7. Ampudia, Miguel & Lombardi, Marco Jacopo & Renault, Théodore, 2024. "The wage-price pass-through across sectors: evidence from the euro area," Working Paper Series 2948, European Central Bank.
    8. Ascari, Guido & Grazzini, Jakob & Massaro, Domenico, 2024. "Great Layoff, Great Retirement and Post-pandemic Inflation," CEPR Discussion Papers 19068, C.E.P.R. Discussion Papers.
    9. Laura Alfaro & Mariya Brussevich & Camelia Minoiu & Andrea F. Presbitero, 2025. "Bank Financing of Global Supply Chains," NBER Working Papers 33754, National Bureau of Economic Research, Inc.
    10. Ko, Dong Gyun, 2025. "Did the American Rescue Plan cause inflation? A synthetic control approach," Economic Modelling, Elsevier, vol. 143(C).

    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. Xu, Zhihao & Yu, Changhua, 2025. "Optimal monetary policy in production networks with distortions," Journal of Economic Theory, Elsevier, vol. 225(C).
    2. Jae Won Lee & Seunghyeon Lee, 2025. "Monetary Non-Neutrality in a Multisector Economy: The Role of Risk-Sharing," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 55, January.
    3. Frank Smets & Joris Tielens & Jan Van Hove, 2018. "Pipeline Pressures and Sectoral Inflation Dynamics," Working Paper Research 351, National Bank of Belgium.
    4. Elisa Rubbo, 2023. "Networks, Phillips Curves, and Monetary Policy," Econometrica, Econometric Society, vol. 91(4), pages 1417-1455, July.
    5. Ernesto Pasten & Raphael S. Schoenle & Michael Weber & Michael Weber, 2017. "Price Rigidities and the Granular Origins of Aggregate Fluctuations," CESifo Working Paper Series 6619, CESifo.
    6. Ernesto Pasten & Raphael Schoenle & Michael Weber, 2017. "Price Rigidity and the Origins of Aggregate Fluctuations," NBER Working Papers 23750, National Bureau of Economic Research, Inc.
    7. Ghassibe, Mishel, 2021. "Monetary policy and production networks: an empirical investigation," Journal of Monetary Economics, Elsevier, vol. 119(C), pages 21-39.
    8. Stefano Eusepi & Bart Hobijn & Andrea Tambalotti, 2011. "CONDI: A Cost-of-Nominal-Distortions Index," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 53-91, July.
    9. Pasten, Ernesto & Schoenle, Raphael & Weber, Michael, 2017. "Price rigidities and the granular origins of aggregate fluctuations," Working Paper Series 2102, European Central Bank.
    10. Luo, Shaowen & Villar, Daniel, 2023. "Propagation of shocks in an input-output economy: Evidence from disaggregated prices," Journal of Monetary Economics, Elsevier, vol. 137(C), pages 26-46.
    11. Özmen, M. Utku & Tuğan, Mustafa, 2022. "Heterogeneity in sectoral price and quantity responses to shocks to monetary policy," Journal of Macroeconomics, Elsevier, vol. 73(C).
    12. Pasten, Ernesto & Schoenle, Raphael & Weber, Michael, 2020. "The propagation of monetary policy shocks in a heterogeneous production economy," Journal of Monetary Economics, Elsevier, vol. 116(C), pages 1-22.
    13. Bouakez, Hafedh & Cardia, Emanuela & Ruge-Murcia, Francisco, 2014. "Sectoral price rigidity and aggregate dynamics," European Economic Review, Elsevier, vol. 65(C), pages 1-22.
    14. Emi Nakamura & Jón Steinsson, 2010. "Monetary Non-neutrality in a Multisector Menu Cost Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 961-1013.
    15. Kim, Seongeun, 2019. "Quality, price stickiness, and monetary policy," Journal of Macroeconomics, Elsevier, vol. 61(C), pages 1-1.
    16. Hassan Afrouzi & Saroj Bhattarai, 2023. "Inflation and GDP Dynamics in Production Networks: A Sufficient Statistics Approach," NBER Working Papers 31218, National Bureau of Economic Research, Inc.
    17. Jae Won Lee, 2010. "Heterogeneous Households in a Sticky Price Model," Departmental Working Papers 201001, Rutgers University, Department of Economics.
    18. Carlos Carvalho & Niels Arne Dam & Jae Won Lee, 2020. "The Cross-Sectional Distribution of Price Stickiness Implied by Aggregate Data," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 162-179, March.
    19. Peter J. Klenow & Jonathan L. Willis, 2016. "Real Rigidities and Nominal Price Changes," Economica, London School of Economics and Political Science, vol. 83(331), pages 443-472, July.
    20. Eijffinger, Sylvester C. W. & Grajales-Olarte, Anderson & Uras, Burak R., 2020. "Heterogeneity In Wage Setting Behavior In A New-Keynesian Model," Macroeconomic Dynamics, Cambridge University Press, vol. 24(6), pages 1512-1546, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • E6 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook
    • F1 - International Economics - - Trade
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cid:wpfacu:440. 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: Chuck McKenney (email available below). General contact details of provider: https://edirc.repec.org/data/ciharus.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.