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State-dependent pricing of monetary policy nonlinearities and inflation at risk for China

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  • Xiao, Qiang
  • Cao, Honghong
  • He, Yongda
  • Oxley, Les

Abstract

As global uncertainty rises and inflationary pressures increase, understanding the transmission mechanisms through which monetary policy affects the economy is crucial for formulating policies that promote economic growth and stabilize inflation. This study specifically focuses on the nonlinear effects of monetary policy on inflation and output. Grounded in state-dependent pricing theory, we employ a smoothed local projection method to analyze the nonlinear responses of macroeconomic variables to monetary policy shocks of different scales and in high and low inflation regimes. Additionally, quantile regression is utilized to measure inflation at risk. Our findings affirm the role of state-dependent pricing in China’s monetary policy transmission mechanism. Notably, inflation responds more significantly to price-based monetary policy, whereas output exhibits a stronger reaction to quantity-based monetary policy, particularly in high inflation scenarios. The inflation forecast distribution conditioned on exchange rates indicates that rising inflation levels are associated with increased risks, with higher inflation volatility heightening the upside risks of inflation. This research deepens our understanding of the dynamic monetary policy transmission mechanism in China and provides valuable policy insights for effectively managing inflation and promoting economic growth.

Suggested Citation

  • Xiao, Qiang & Cao, Honghong & He, Yongda & Oxley, Les, 2025. "State-dependent pricing of monetary policy nonlinearities and inflation at risk for China," Research in International Business and Finance, Elsevier, vol. 75(C).
  • Handle: RePEc:eee:riibaf:v:75:y:2025:i:c:s0275531925000170
    DOI: 10.1016/j.ribaf.2025.102761
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    1. Michael Dotsey & Robert G. King & Alexander L. Wolman, 1999. "State-Dependent Pricing and the General Equilibrium Dynamics of Money and Output," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 655-690.
    2. Clive W. Granger & Timo Terasvirta & Heather M. Anderson, 1993. "Modeling Nonlinearity over the Business Cycle," NBER Chapters, in: Business Cycles, Indicators, and Forecasting, pages 311-326, National Bureau of Economic Research, Inc.
    3. Cepni, Oguzhan & Clements, Michael P., 2024. "How local is the local inflation factor? Evidence from emerging European countries," International Journal of Forecasting, Elsevier, vol. 40(1), pages 160-183.
    4. Arce, Óscar & Ciccarelli, Matteo & Montes-Galdón, Carlos & Kornprobst, Antoine, 2024. "What caused the euro area post-pandemic inflation?," Occasional Paper Series 343, European Central Bank.
    5. Kamber, Güneş & Wong, Benjamin, 2020. "Global factors and trend inflation," Journal of International Economics, Elsevier, vol. 122(C).
    6. Mikhail Golosov & Robert E. Lucas Jr., 2007. "Menu Costs and Phillips Curves," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 171-199.
    7. Massimiliano Marcellino & Mario Porqueddu & Fabrizio Venditti, 2016. "Short-Term GDP Forecasting With a Mixed-Frequency Dynamic Factor Model With Stochastic Volatility," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 118-127, January.
    8. Joseph, Andreas & Potjagailo, Galina & Chakraborty, Chiranjit & Kapetanios, George, 2024. "Forecasting UK inflation bottom up," International Journal of Forecasting, Elsevier, vol. 40(4), pages 1521-1538.
    9. Yemba, Boniface & Kitenge, Erick & Tang, Biyan & Gaekwad, Neepa B., 2024. "Monetary policy in China: A Factor Augmented VAR approach," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 975-1008.
    10. Jašová, Martina & Moessner, Richhild & Takáts, Előd, 2020. "Domestic and global output gaps as inflation drivers: What does the Phillips curve tell?," Economic Modelling, Elsevier, vol. 87(C), pages 238-253.
    11. Racine, Jeff, 1997. "Feasible Cross-Validatory Model Selection for General Stationary Processes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 169-179, March-Apr.
    12. Nick Stenner, 2022. "The Asymmetric Effects of Monetary Policy: Evidence from the United Kingdom," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(3), pages 516-543, June.
    13. Costain, James & Nakov, Anton, 2011. "Distributional dynamics under smoothly state-dependent pricing," Journal of Monetary Economics, Elsevier, vol. 58(6), pages 646-665.
    14. Andrew Caplin & John Leahy, 1991. "State-Dependent Pricing and the Dynamics of Money and Output," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 683-708.
    15. 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.
    16. Mr. Jean-Francois Dauphin & Mr. Kamil Dybczak & Morgan Maneely & Marzie Taheri Sanjani & Mrs. Nujin Suphaphiphat & Yifei Wang & Hanqi Zhang, 2022. "Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies," IMF Working Papers 2022/052, International Monetary Fund.
    17. Guido Ascari & Lorenza Rossi, 2012. "Trend Inflation and Firms Price‐Setting: Rotemberg Versus Calvo," Economic Journal, Royal Economic Society, vol. 122(563), pages 1115-1141, September.
    18. Chen, Jinyu & Zhu, Xuehong & Li, Hailing, 2020. "The pass-through effects of oil price shocks on China's inflation: A time-varying analysis," Energy Economics, Elsevier, vol. 86(C).
    19. 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.
    20. Liang Chen & Juan J. Dolado & Jesús Gonzalo, 2021. "Quantile Factor Models," Econometrica, Econometric Society, vol. 89(2), pages 875-910, March.
    21. 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).
    22. Gita Gopinath, 2015. "The International Price System," NBER Working Papers 21646, National Bureau of Economic Research, Inc.
    23. Burstein, Ariel T., 2006. "Inflation and output dynamics with state-dependent pricing decisions," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1235-1257, October.
    24. Ahmed, Shamima & Akhtaruzzaman, Md & Le, Van & Nath, Tamal & Rahman, Molla Ramizur, 2024. "Interconnectedness in the FOREX market during the high inflation regime: A network analysis," Research in International Business and Finance, Elsevier, vol. 71(C).
    25. Neaime, Simon & Gaysset, Isabelle, 2022. "Macroeconomic and monetary policy responses in selected highly indebted MENA countries post Covid 19: A structural VAR approach," Research in International Business and Finance, Elsevier, vol. 61(C).
    26. Jiang, Qisheng & Cheng, Sheng, 2021. "How the fiscal and monetary policy uncertainty of China respond to global oil price volatility: A multi-regime-on-scale approach," Resources Policy, Elsevier, vol. 72(C).
    27. Zhang, Xiaoyu & Pan, Fanghui, 2021. "Asymmetric effects of monetary policy and output shocks on the real estate market in China," Economic Modelling, Elsevier, vol. 103(C).
    28. Xu, Qinhua & Fu, Buben & Wang, Bin, 2022. "The effects of oil price uncertainty on China’s economy," Energy Economics, Elsevier, vol. 107(C).
    29. Adelchi Azzalini & Antonella Capitanio, 2003. "Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t‐distribution," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(2), pages 367-389, May.
    30. Luke Mosley & Tak-Shing Chan & Alex Gibberd, 2023. "sparseDFM: An R Package to Estimate Dynamic Factor Models with Sparse Loadings," Papers 2303.14125, arXiv.org.
    31. Regis Barnichon & Christian Brownlees, 2019. "Impulse Response Estimation by Smooth Local Projections," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 522-530, July.
    32. Feldkircher, Martin & Siklos, Pierre L., 2019. "Global inflation dynamics and inflation expectations," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 217-241.
    33. Ascari, Guido & Fasani, Stefano & Grazzini, Jakob & Rossi, Lorenza, 2023. "Endogenous uncertainty and the macroeconomic impact of shocks to inflation expectations," Journal of Monetary Economics, Elsevier, vol. 140(S), pages 48-63.
    34. Guido Ascari & Timo Haber, 2022. "Non-Linearities, State-Dependent Prices and the Transmission Mechanism of Monetary Policy," The Economic Journal, Royal Economic Society, vol. 132(641), pages 37-57.
    35. Peter Karadi & Adam Reiff, 2019. "Menu Costs, Aggregate Fluctuations, and Large Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 111-146, July.
    36. Nasir, Muhammad Ali & Duc Huynh, Toan Luu & Vo, Xuan Vinh, 2020. "Exchange rate pass-through & management of inflation expectations in a small open inflation targeting economy," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 178-188.
    37. Tomohiro Ando & Jushan Bai, 2020. "Quantile Co-Movement in Financial Markets: A Panel Quantile Model With Unobserved Heterogeneity," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(529), pages 266-279, January.
    38. Wang, Yunqing & Zhu, Qigui & Wu, Jun, 2019. "Oil Price Shocks, Inflation, And Chinese Monetary Policy," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 1-28, January.
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