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Recession Shapes of Regional Evolution: Factors of Hysteresis

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Abstract

This paper empirically investigates sources of hysteresis, focusing on downward nominal wage rigidity and the gender gap in the labor market, using U.S. state-level payroll employment data. Employing a Bayesian Markov-switching model of business cycles, we identify U-shaped and L-shaped recessions, which correspond to quick recoveries and hysteresis, respectively. Both U-shaped and L-shaped recessions are driven by supply and demand shocks; however, U-shaped recessions are associated with recessionary shocks that raise labor productivity, whereas L-shaped recessions are also driven by shocks that reduce labor productivity. Following L-shaped recessions, recoveries in employment, output, and labor productivity are sluggish and accompanied by declining inflation. In contrast, U-shaped recoveries feature stronger rebounds without significant changes in inflation. Greater downward nominal wage rigidity and a larger gender employment gap both increase the likelihood of L-shaped recessions and hysteresis. Downward nominal wage rigidity enhances the effectiveness of both expansionary monetary and tax policies. While expansionary monetary policy becomes more effective with a larger gender gap, the effectiveness of tax cuts remains unaffected.

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  • Hie Joo Ahn & Yunjong Eo, 2025. "Recession Shapes of Regional Evolution: Factors of Hysteresis," Finance and Economics Discussion Series 2025-062, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2025-62
    DOI: 10.17016/FEDS.2025.062
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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. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    3. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    4. Juan Antolin-Diaz & Paolo Surico, 2025. "The Long-Run Effects of Government Spending," American Economic Review, American Economic Association, vol. 115(7), pages 2376-2413, July.
    5. Michele Lenza & Giorgio E. Primiceri, 2022. "How to estimate a vector autoregression after March 2020," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 688-699, June.
    6. Michael T. Owyang & Jeremy Piger & Howard J. Wall, 2015. "Forecasting National Recessions Using State‐Level Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(5), pages 847-866, August.
    7. Valerie Cerra & Sweta Chaman Saxena, 2008. "Growth Dynamics: The Myth of Economic Recovery," American Economic Review, American Economic Association, vol. 98(1), pages 439-457, March.
    8. Mary C. Daly & Bart Hobijn, 2014. "Downward Nominal Wage Rigidities Bend the Phillips Curve," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(S2), pages 51-93, October.
    9. 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.
    10. Hall, R.E., 2016. "Macroeconomics of Persistent Slumps," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 2131-2181, Elsevier.
    11. Jaimovich, Nir & Cortes, Matias & Siu, Henry, 2018. "The “End of Men†and Rise of Women in the High-Skilled Labor Market," CEPR Discussion Papers 13323, C.E.P.R. Discussion Papers.
    12. Francesco Furlanetto & Antoine Lepetit & Ørjan Robstad & Juan Rubio-Ramírez & Pål Ulvedal, 2025. "Estimating Hysteresis Effects," American Economic Journal: Macroeconomics, American Economic Association, vol. 17(1), pages 35-70, January.
    13. Eo, Yunjong & Morley, James, 2023. "Does the Survey of Professional Forecasters help predict the shape of recessions in real time?," Economics Letters, Elsevier, vol. 233(C).
    14. Bhattarai, Saroj & Schwartzman, Felipe & Yang, Choongryul, 2021. "Local scars of the US housing crisis," Journal of Monetary Economics, Elsevier, vol. 119(C), pages 40-57.
    15. Ahn, Hie Joo & Rudd, Jeremy B., 2025. "(Re-)Connecting inflation and the labor market: A tale of two curves," Journal of Monetary Economics, Elsevier, vol. 153(C).
    16. Katharine G. Abraham & John Haltiwanger & Kristin Sandusky & James R. Spletzer, 2013. "Exploring Differences in Employment between Household and Establishment Data," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 129-172.
    17. Sushant Acharya & Julien Bengui & Keshav Dogra & Shu Lin Wee, 2022. "Slow Recoveries and Unemployment Traps: Monetary Policy in a Time of Hysteresis," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2007-2047.
    18. Michael T. Owyang & Jeremy Piger & Howard J. Wall, 2005. "Business Cycle Phases in U.S. States," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 604-616, November.
    19. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    20. Stephanie Schmitt-Grohé & Martín Uribe, 2017. "Liquidity Traps and Jobless Recoveries," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(1), pages 165-204, January.
    21. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Corrigendum: Measuring the Output Responses to Fiscal Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 5(3), pages 320-322, August.
    22. Brinca, Pedro & Holter, Hans A. & Krusell, Per & Malafry, Laurence, 2016. "Fiscal multipliers in the 21st century," Journal of Monetary Economics, Elsevier, vol. 77(C), pages 53-69.
    23. Nir Jaimovich & Henry Siu & Guido Matias Cortes, 2017. "The End of Men and Rise of Women in the High-Skilled Labor Market," 2017 Meeting Papers 809, Society for Economic Dynamics.
    24. Christina D. Romer & David H. Romer, 2004. "A New Measure of Monetary Shocks: Derivation and Implications," American Economic Review, American Economic Association, vol. 94(4), pages 1055-1084, September.
    25. James D. Hamilton & Michael T. Owyang, 2012. "The Propagation of Regional Recessions," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 935-947, November.
    26. Yunjong Eo & James Morley, 2022. "Why Has the U.S. Economy Stagnated since the Great Recession?," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 246-258, May.
    27. Berge, Travis & De Ridder, Maarten & Pfajfar, Damjan, 2021. "When is the fiscal multiplier high? A comparison of four business cycle phases," European Economic Review, Elsevier, vol. 138(C).
    28. Olivier Blanchard, 2018. "Should We Reject the Natural Rate Hypothesis?," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 97-120, Winter.
    29. Jonathon Hazell & Juan Herreño & Emi Nakamura & Jón Steinsson, 2022. "The Slope of the Phillips Curve: Evidence from U.S. States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1299-1344.
    30. Yoon Joo Jo & Sarah Zubairy, 2025. "State-Dependent Government Spending Multipliers: Downward Nominal Wage Rigidity and Sources of Business Cycle Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 17(1), pages 379-413, January.
    31. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
    32. Masao Fukui & Emi Nakamura & Jón Steinsson, 2023. "Women, Wealth Effects, and Slow Recoveries," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(1), pages 269-313, January.
    33. Valerie Cerra & Antonio Fatás & Sweta C. Saxena, 2023. "Hysteresis and Business Cycles," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 181-225, March.
    34. Yunjong Eo & Chang-Jin Kim, 2016. "Markov-Switching Models with Evolving Regime-Specific Parameters: Are Postwar Booms or Recessions All Alike?," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 940-949, December.
    35. Dupraz, Stéphane & Nakamura, Emi & Steinsson, Jón, 2025. "A plucking model of business cycles," Journal of Monetary Economics, Elsevier, vol. 152(C).
    36. Yunjong Eo & James Morley, 2023. "Does the Survey of Professional Forecasters Help Predict the Shape of Recessions in Real Time? ," CAMA Working Papers 2023-24, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    37. Jonna Olsson, 2019. "Structural transformation of the labor market and the aggregate economy," 2019 Meeting Papers 619, Society for Economic Dynamics.
    38. James D. Hamilton, 2011. "Historical Oil Shocks," NBER Working Papers 16790, National Bureau of Economic Research, Inc.
    39. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    40. Hie Joo Ahn & Jeremy B. Rudd, 2024. "(Re-)Connecting Inflation and the Labor Market: A Tale of Two Curves," Finance and Economics Discussion Series 2024-050r1, Board of Governors of the Federal Reserve System (U.S.), revised 28 May 2025.
    41. Pierpaolo Benigno & Luca Antonio Ricci, 2011. "The Inflation-Output Trade-Off with Downward Wage Rigidities," American Economic Review, American Economic Association, vol. 101(4), pages 1436-1466, June.
    42. Neville Francis & Laura E. Jackson & Michael T. Owyang, 2018. "Countercyclical Policy and the Speed of Recovery after Recessions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(4), pages 675-704, June.
    43. Jordi Galí, 2022. "Insider–Outsider Labor Markets, Hysteresis, and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(S1), pages 53-88, February.
    44. Shen, Wenyi & Yang, Shu-Chun S., 2018. "Downward nominal wage rigidity and state-dependent government spending multipliers," Journal of Monetary Economics, Elsevier, vol. 98(C), pages 11-26.
    45. Heathcote, Jonathan & Storesletten, Kjetil & Violante, Giovanni L., 2017. "The macroeconomics of the quiet revolution: Understanding the implications of the rise in women’s participation for economic growth and inequality," Research in Economics, Elsevier, vol. 71(3), pages 521-539.
    46. 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.
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    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • 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

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