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Greedflation in post-pandemic Europe: Analysing profit share dynamics

Abstract

Objective: The study aims to examine how the profit share indicator (gross operating surplus as a share of value added in non-financial corporations) responded to macroeconomic shocks by comparing its dynamics during the post-pandemic crisis and the global financial crisis (GFC). By identifying deviations from expected trajectories, the study explores whether we can partially attribute corporate profit behaviour in the post-COVID period to mechanisms associated with greedflation.

Research Design & Methods: We studied the impact by examining the difference between the observed values of the profit share indicator during the crisis period and the values forecast using an autoregressive neural network model in a panel data framework. We utilised quarterly data from 16 countries covering the period from 1999 to 2023.

Findings: In many countries, particularly during the post-pandemic inflationary phase, the profit share indicator exceeded forecast values, often significantly. In contrast, deviations during the GFC were generally weaker or absent. The results reveal heterogeneous patterns of profit dynamics and suggest that in some cases, corporate profits may have contributed to inflationary persistence.

Implications & Recommendations: The findings suggest that inflation control strategies should consider not only supply and demand factors, but also profit-side mechanisms. Regulatory frameworks should monitor sectors where post-crisis profit margins increase disproportionately. Future policy design may benefit from incorporating profit-based indicators into inflation diagnostics, especially in periods of macroeconomic shock.

Contribution & Value Added: This study introduces a novel methodology for identifying potential greedflation effects by applying neural network forecasting to macro-level data. It avoids reliance on firm-level markup data while enabling empirical detection of abnormal profit behaviour. By comparing two major crisis episodes, the article provides a new perspective on the structural role of profits in shaping inflationary outcomes.

Keywords

greedflation, profit share, inflation, profit margin, GFC, post-pandemic crisis

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Author Biography

Agnieszka Drzewiej

Master’s degree in Economics (2023), Assistant in Department of Organization Development, College of Economics, Finance and Law, Krakow University of Economics. Her research interest includes sustainability management and labour market.

Mateusz Mierzejewski

PhD in Economics (2023, Krakow University of Economics, Poland); Assistant Professor at the Krakow University of Economics (Poland). His research interests include macroeconomic issues related to corporate finance, as well as fiscal and monetary policy.


References

  1. Agustí, M., Vidal-Quadras Costa, I.V.-Q., & Altmeyer, P. (2022). Deep vector autoregression for macroeconomic data. IFC Bulletins Chapters, 59. Retrieved from https://www.bis.org/ifc/publ/ifcb59_39.pdf on April 11, 2025.
  2. Almosova, A., & Andresen, N. (2019). Nonlinear inflation forecasting with recurrent neural networks. Journal of Forecasting, 42(2), 240-259.
  3. Altig, D., Baker, S., Barrero, J.M., Bloom, N., Bunn, P., Chen, S., Davis, S.J., Leather, J., Meyer, B., Mihaylov, E., Mizen, P., Parker, N., Renault, T., Smietanka, P., & Thwaites, G. (2020). Economic uncertainty before and during the COVID-19 pandemic. Journal of Public Economics, 191, 104274. https://doi.org/10.1016/j.jpubeco.2020.104274
  4. An, S., Kovner, A., & Luck, S. (2020, August 10). Implications of the COVID-19 Disruption for Corporate Leverage. Retrieved from https://www.semanticscholar.org/paper/Implications-of-the-COVID-19-Disruption-for-An-Kovner/7e50de1aa6f0babae86ddbdf75a1b8530a5fbac7?utm_source=consensus on May 28, 2024.
  5. Andre, P., Haaland, I., Roth, C., & Wohlfart, J. (2023). Narratives About the Macroeconomy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4506321
  6. Ari, A., Mulas-Granados, C., Mylonas, V., Ratnovski, L., & Zhao, W. (2023). One Hundred Inflation Shocks: Seven Stylized Facts. IMF Working Paper, 2023. https://doi.org/10.2139/ssrn.4574442
  7. Aydin, A.D., & Cavdar, S.C. (2015). Comparison of Prediction Performances of Artificial Neural Network (ANN) and Vector Autoregressive (VAR) Models by Using the Macroeconomic Variables of Gold Prices, Borsa Istanbul (BIST) 100 Index and US Dollar-Turkish Lira (USD/TRY) Exchange Rates. Procedia Economics and Finance, 30, 3-14. https://doi.org/10.1016/S2212-5671(15)01249-6
  8. Beibit, R., Fatahi Valilai, O., & Wicaksono, H. (2023). Estimating the COVID-19 Impact on the Semiconductor Shortage in the European Automotive Industry using Supervised Machine Learning. Proceedings of the 2023 10th International Conference on Industrial Engineering and Applications, 302-308. https://doi.org/10.1145/3587889.3588215
  9. Bello, S., Neill, R., Jegede, A.S., Bamgboye, E.A., Salawu, M.M., Afolabi, R.F., Nzelu, C., Azodo, N., Adoghe, A., Ogunlayi, M., Yaradua, S.U., Wang, W., Liu, A., & Fawole, O.I. (2024). Health systems challenges, mitigation strategies and adaptations to maintain essential health services during the COVID-19 pandemic: Learnings from the six geopolitical regions in Nigeria. BMC Health Services Research, 24, 625. https://doi.org/10.1186/s12913-024-11072-2
  10. Benigno, P., Canofari, P., & Messori, M. (2021). The ECB’s Measures in Support of the COVID-19 Crisis. Retrieved from https://iris.luiss.it/handle/11385/212563 on May 28, 2024.
  11. Bhuiyan, M.A., Crovella, T., Paiano, A., & Alves, H. (2021). A Review of Research on Tourism Industry, Economic Crisis and Mitigation Process of the Loss: Analysis on Pre, During and Post Pandemic Situation. Sustainability, 13(18), Article 18. https://doi.org/10.3390/su131810314
  12. Bilbiie, F., & Känzig, D. (2023). DP18385 Greed? Profits, Inflation, and Aggregate Demand. CEPR. Retrieved from https://cepr.org/publications/dp18385 on May 28, 2024.
  13. Bils, M., & Kahn, J.A. (2000). What Inventory Behavior Tells Us about Business Cycles. The American Economic Review, 90(3), 458-481.
  14. Bils, M., Klenow, P.J., & Malin, B.A. (2018). Resurrecting the Role of the Product Market Wedge in Recessions. American Economic Review, 108(4-5), 1118-1146. https://doi.org/10.1257/aer.20151260
  15. Bivens, J. (2022). Corporate profits have contributed disproportionately to inflation. How should policymakers respond?. Economic Policy Institute. Retrieved from https://www.epi.org/blog/corporate-profits-have-contributed-disproportionately-to-inflation-how-should-policymakers-respond/ on May 28, 2024.
  16. Born, B., Enders, Z., Menkhoff, M., Muller, G., & Niemann, K. (2022). Firm Expectations and News: Micro v Macro. CEPR Discussion Papers, Article 17768. Retrieved from https://ideas.repec.org//p/cpr/ceprdp/17768.html on May 28, 2024.
  17. Brown, B., & Simonnot, P. (2020). Epilogue: From Pandemic to High Inflation. In B. Brown & P. Simonnot (Eds.), Europe’s Century of Crises Under Dollar Hegemony: A Dialogue on the Global Tyranny of Unsound Money (pp. 185-201). Springer International Publishing. https://doi.org/10.1007/978-3-030-46653-4_23
  18. Caldara, D., Conlisk, S., Iacoviello, M., & Penn, M. (2022). The Effect of the War in Ukraine on Global Activity and Inflation. Retrieved from https://www.federalreserve.gov/econres/notes/feds-notes/the-effect-of-the-war-in-ukraine-on-global-activity-and-inflation-20220527.html on May 28, 2024.
  19. Canuto, O. (2022). War in Ukraine and Risks of Stagflation. Retrieved from https://www.policycenter.ma/sites/default/files/2022-03/PB_18-22_Canuto_0.pdf, on May 28, 2024.
  20. Capelle, D., & Liu, Y. (2023). Optimal Taxation of Inflation. IMF Working Papers, 2023(254). https://doi.org/10.5089/9798400261169.001.A001
  21. Carstens, A. (2022). The return of inflation. Retrieved from https://www.bis.org/speeches/sp220405.htm on May 28, 2024.
  22. Cavallo, A. (2021). Inflation dynamics during COVID-19. NBER Reporter, 3, 8-11. Retrieved from https://www.nber.org/reporter/2021number3/inflation-dynamics-during-covid-19 on May 28, 2024.
  23. Chen, J.M. (2020). Economic Forecasting With Autoregressive Methods and Neural Networks (SSRN Scholarly Paper 3521532). https://doi.org/10.2139/ssrn.3521532
  24. Chen, Y., Jiang, J., Wang, L., & Wang, R. (2023). Impact assessment of energy sanctions in geo-conflict: Russian–Ukrainian war. Energy Reports, 9, 3082-3095. https://doi.org/10.1016/j.egyr.2023.01.124
  25. Ciotti, M., Ciccozzi, M., Terrinoni, A., Jiang, W.-C., Wang, C.-B., & Bernardini, S. (2020). The COVID-19 pandemic. Critical Reviews in Clinical Laboratory Sciences, 57(6), 365-388. https://doi.org/10.1080/10408363.2020.1783198
  26. Claessens, S., Kose, M.A., & Terrones, M.E. (2011). Financial Cycles: What? How? When?. NBER International Seminar on Macroeconomics, 7(1), 303-344. https://doi.org/10.1086/658308
  27. Claeys, G. (2020). The European Central Bank in the COVID-19 crisis: Whatever it takes, within its mandate (Research Report 2020/09). Bruegel Policy Contribution. Retrieved from https://www.econstor.eu/handle/10419/237645 on May 28, 2024.
  28. Clarida, P.B.-F., Richard. (2023). Fiscal Arithmetic and the Global Inflation Outlook. Pacific Investment Management Company LLC. Retrieved from https://www.pimco.com/en-us/insights/viewpoints/fiscal-arithmetic-and-the-global-inflation-outlook on May 28, 2024.
  29. Collard-Wexler, A., & De Loecker, J. (2015). Reallocation and Technology: Evidence from the US Steel Industry. The American Economic Review, 105(1), 131-171.
  30. Colonna, F., Torrini, R., & Viviano, E. (2023). The Profit Share and Firm Markup: How to Interpret Them?. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4464310
  31. Craven, M., Liu, L., Mysore, M., & Wilson, M. (2020). COVID-19: Implications for business. Retrieved from https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/covid-19-implications-for-business on May 28, 2024.
  32. Falat, L., Stanikova, Z., Durisova, M., Holkova, B., & Potkanova, T. (2015). Application of Neural Network Models in Modelling Economic Time Series with Non-constant Volatility. Procedia Economics and Finance, 34, 600-607. https://doi.org/10.1016/S2212-5671(15)01674-3
  33. Firlej, C., Luty, L., Firlej, K., & Zuzek, D. (2024). Assessment of the financial situation of selected companies of the Polish sugar industry 2016-2022. Scientific Papers of Silesian University of Technology Organization and Management Series, 2024, 121-140. https://doi.org/10.29119/1641-3466.2024.195.7
  34. Gachunga, M.J., & Kuso, Y. (2018). The Impact of External Debt on Economic Growth in Sub-Saharan Africa. Academic Journal of Economic Studies. Retrieved from https://www.semanticscholar.org/paper/The-Impact-of-External-Debt-on-Economic-Growth-in-Gachunga-Kuso/dae18a1499bd715e794da72514143af023e7c5af on May 28, 2024.
  35. Garcia-Murillo, M., MacInnes, I., & Bauer, J.M. (2018). Techno-unemployment: A framework for assessing the effects of information and communication technologies on work. Telematics and Informatics, 35(7), 1863-1876. https://doi.org/10.1016/j.tele.2018.05.013
  36. Głodowska, A., Maciejewski, M., & Wach, K. (2023). Navigating the digital landscape: A conceptual framework for understanding digital entrepreneurship and business transformation. International Entrepreneurship Review, 9, 7-20. https://doi.org/10.15678/IER.2023.0904.01
  37. Glover, A., Mustre-del-Río, J., & Nichols, J. (2023). Corporate Profits Contributed a Lot to Inflation in 2021 but Little in 2022. Retrieved from https://www.kansascityfed.org/research/economic-bulletin/corporate-profits-contributed-a-lot-to-inflation-in-2021-but-little-in-2022/ on May 5, 2024.
  38. Goldthau, A., & Tagliapietra, S. (2022). Energy crisis: Five questions that must be answered in 2023. Nature, 612(7941), 627-630. https://doi.org/10.1038/d41586-022-04467-w
  39. Hall, R.E. (2012). The Cyclical Response of Advertising Refutes Counter-Cyclical Profit Margins in Favor of Product-Market Frictions. NBER Working Papers, Article 18370. Retrieved from https://ideas.repec.org//p/nbr/nberwo/18370.html on May 5, 2024.
  40. Hasenzagl, T., & Pérez, L. (2023). The Micro–Aggregated Profit Share. Retrieved from https://luiscanyamel.github.io/website_materials/JMP_LuisPerez.pdf. on May 5, 2024.
  41. Hilmola, O.-P., Lähdeaho, O., Henttu, V., & Hilletofth, P. (2020). Covid-19 Pandemic: Early Implications for North European Manufacturing and Logistics. Sustainability, 12(20), Article 20. https://doi.org/10.3390/su12208315
  42. Juergensen, J., Guimón, J., & Narula, R. (2020). European SMEs amidst the COVID-19 crisis: Assessing impact and policy responses. Journal of Industrial and Business Economics, 47(3), 499-510. https://doi.org/10.1007/s40812-020-00169-4
  43. Kedward, K., Gabor, D., & Ryan-Collins, J. (2024). Carrots with(out) sticks: Credit policy and the limits of green central banking. Review of International Political Economy, 0(0), 1-25. https://doi.org/10.1080/09692290.2024.2351838
  44. Kiefer, D., & Rada, C. (2015). Profit maximising goes global: The race to the bottom. Cambridge Journal of Economics, 39(5), 1333-1350.
  45. Klimecka-Tatar, D., & Ulewicz, R. (2021). Changes in Production Efficiency During the COVID-19 Pandemic. Multidisciplinary Aspects of Production Engineering, 4, 255-265. https://doi.org/10.2478/mape-2021-0023
  46. Lagodiienko, V., Bogdanov, O., & Lagodiienko, V. (2019). Place and role of Ukraine in the world wheat market. Ukrainian Journal of Applied Economics, 4(3), 297-308. https://doi.org/10.36887/2415-8453-2019-3-33
  47. Lavoie, M. (2023). Profit Inflation and Markups Once Again. Institute of New Economic Thinking, 15. Retrieved from https://www.ineteconomics.org/uploads/papers/Marc-Lavoie-Profit-Inflation-and-Markups-Once-Again.pdf on May 5, 2024.
  48. Lowe, P. (2022). Inflation and Monetary Policy. Retrieved from https://www.bis.org/review/r220621m.pdf on May 5, 2024.
  49. Macallan, C., Millard, S., & Parker, M.I. (2008). The Cyclicality of Mark-Ups and Profit Margins for the United Kingdom: Some New Evidence. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1280900
  50. Mierzejewski, M., & Tomala, J. (2024). The evolution of profit margins in the energy sector in selected EU countries. ASEJ Scientific Journal of Bielsko-Biala School of Finance and Law, 28, 89-95. https://doi.org/10.19192/wsfip.sj1.2024.12
  51. Mohammed, A., & Khan, S.A. (2022, September 30). Global Disruption of Semiconductor Supply Chains During COVID-19: An Evaluation of Leading Causal Factors. ASME 2022 17th International Manufacturing Science and Engineering Conference. https://doi.org/10.1115/MSEC2022-85306
  52. Munteanu, P., & David, G. (2023). The Energy Crisis and Its Real Impact on the Inflation Rate. Proceedings of the International Conference on Business Excellence, 17, 48-61. https://doi.org/10.2478/picbe-2023-0007
  53. Nariswari, T.N., & Nugraha, N.M. (2020). Profit Growth: Impact of Net Profit Margin, Gross Profit Margin and Total Assests Turnover. International Journal of Finance & Banking Studies (2147-4486), 9(4), Article 4. https://doi.org/10.20525/ijfbs.v9i4.937
  54. Nikiforov, P., Greshko, R., Marych, M., Marusiak, N., Kharabara, V., & Gladchuk, O. (2023). Mutual Influence Of Fiscal And Monetary Policy In The Context Of Ensuring Macro-Financial Stability Of The State. Management Theory and Studies for Rural Business and Infrastructure Development, 44(4), 435-442. https://doi.org/10.15544/mts.2022.43
  55. Oche, E. (2021). Entrepreneurship And Covid-19: Challenges And Opportunities. Academia Letters. https://doi.org/10.20935/AL1141
  56. OECD. (2021). Forecasting developing Asian economies during normal times and large external shocks: Approaches and challenges (OECD Development Centre Working Papers 345; OECD Development Centre Working Papers, Vol. 345). https://doi.org/10.1787/5a1c4c48-en
  57. Ozili, P.K., & Ozen, E. (2023). Global Energy Crisis. In The Impact of Climate Change and Sustainability Standards on the Insurance Market (pp. 439-454). John Wiley & Sons, Ltd. https://doi.org/10.1002/9781394167944.ch29
  58. Reis, R. (2020). The People versus the Markets: A Parsimonious Model of Inflation Expectations. Discussion Papers, Article 2033. Retrieved from https://ideas.repec.org//p/cfm/wpaper/2033.html on May 5, 2024.
  59. Salas, V., Juan, L.S., & Vallés, J. (2018). Corporate cost and profit shares in the euro area and the US: The same story?. Working Papers, Article 1833. Retrieved from https://ideas.repec.org//p/bde/wpaper/1833.html on May 5, 2024.
  60. Santacreu, A.M., & LaBelle, J. (2022). Supply Chain Disruptions and Inflation During COVID-19. Economic Synopses, 2022(11). https://doi.org/10.20955/es.2022.11
  61. Scott, R.H., & Pressman, S. (2015). Inadequate Household Deleveraging: Income, Debt, and Social Provisioning. Journal of Economic Issues, 49(2), 483-492. https://doi.org/10.1080/00213624.2015.1042794
  62. Semenenko, O., Tolok, P., Onofriichuk, A., Onofriichuk, V., & Chernyshova, I. (2023). Improving Ukrainian grain export supply chains: An inclusive approach. International Journal of Environmental Studies, 80(2), 314-323. https://doi.org/10.1080/00207233.2023.2177426
  63. Su, C.-W., Dai, K., & Andlib, Z. (2021). COVID-19 pandemic and unemployment dynamics in European economies. Economic Research-Ekonomska Istraživanja, 35, 1-13. https://doi.org/10.1080/1331677X.2021.1912627
  64. Tougeron, K., & Hance, T. (2021). Impact of the COVID-19 pandemic on apple orchards in Europe. Agricultural Systems, 190, 103097. https://doi.org/10.1016/j.agsy.2021.103097
  65. Vinod, H.D. (2022). Greedflation from Causal Paths between Profits and Inflation (SSRN Scholarly Paper 4134413). https://doi.org/10.2139/ssrn.4134413
  66. Zakeri, B., Paulavets, K., Barreto-Gomez, L., Echeverri, L.G., Pachauri, S., Boza-Kiss, B., Zimm, C., Rogelj, J., Creutzig, F., Ürge-Vorsatz, D., Victor, D., Bazilian, M., Fritz, S., Gielen, D., McCollum, D., Srivastava, L., Hunt, J., & Pouya, S. (2022). Pandemic, War, and Global Energy Transitions. Energies. https://doi.org/10.3390/en15176114

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