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Regional Effects on the Interaction Between Financial Inclusion and Monetary Policy A High Frequency Approach for China

Author

Listed:
  • Mahbuba Aktar

    (Center for Financial Development and Stability at Henan University, and School of Economics at Henan University, Kaifeng, Henan)

  • Makram El-Shagi

    (Center for Financial Development and Stability at Henan University, and School of Economics at Henan University, Kaifeng, Henan)

  • Florian Gerth

    (Asian Institute of Management, Philippines)

Abstract

Financial frictions are a key determinant of monetary policy transmission. Using provincial Chinese data for 2011–2019, we examine this question through the lens of regional variation in traditional and digital financial inclusion. We combine high-frequency monetary policy shocks with state-dependent local projections, in- terpreting traditional inclusion as a proxy for liquidity constraints and digital inclusion as a proxy for search frictions. Regions with stronger liquidity constraints exhibit weaker output and price responses, in line with the predictions of New Keynesian models with heterogeneous agents. Lower search frictions instead tend to amplify transmission over medium horizons, though short-run effects are mixed.

Suggested Citation

  • Mahbuba Aktar & Makram El-Shagi & Florian Gerth, 2026. "Regional Effects on the Interaction Between Financial Inclusion and Monetary Policy A High Frequency Approach for China," CFDS Discussion Paper Series 2026/4, Center for Financial Development and Stability at Henan University, Kaifeng, Henan, China.
  • Handle: RePEc:fds:dpaper:202604
    as

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    References listed on IDEAS

    as
    1. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    2. repec:spo:wpecon:info:hdl:2441/8622 is not listed on IDEAS
    3. 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.
    4. N. Gregory Mankiw, 2005. "The Savers-Spenders Theory of Fiscal Policy: Corrigendum," American Economic Review, American Economic Association, vol. 95(5), pages 1752-1752, December.
    5. Michael McLeay & Silvana Tenreyro, 2026. "Dollar Dominance and the Transmission of Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 141(1), pages 605-666.
    6. repec:spo:wpmain:info:hdl:2441/8622 is not listed on IDEAS
    7. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, 2003. "The Great Depression and the Friedman-Schwartz hypothesis," Proceedings, Federal Reserve Bank of Cleveland, pages 1119-1215.
    8. Etienne Wasmer & Philippe Weil, 2004. "The Macroeconomics of Labor and Credit Market Imperfections," American Economic Review, American Economic Association, vol. 94(4), pages 944-963, September.
    9. Aysun, Uluc & Brady, Ryan & Honig, Adam, 2013. "Financial frictions and the strength of monetary transmission," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 1097-1119.
    10. Marijn A Bolhuis, 2024. "Catch-Up Growth and Inter-industry Productivity Spillovers: Evidence from Trade Data," The World Bank Economic Review, World Bank, vol. 38(2), pages 274-295.
    11. Etienne Wasmer & Philippe Weil, 2004. "The Macroeconomics of Credit and Labor Markets Imperfections," SciencePo Working papers hal-01020132, HAL.
    12. Philippe Weil & Etienne Wasmer, 2004. "The macroeconomics of credit and labor market imperfections," ULB Institutional Repository 2013/13436, ULB -- Universite Libre de Bruxelles.
    13. Martin Blomhoff Holm & Pascal Paul & Andreas Tischbirek, 2021. "The Transmission of Monetary Policy under the Microscope," Journal of Political Economy, University of Chicago Press, vol. 129(10), pages 2861-2904.
    14. Choi, Michael & Rocheteau, Guillaume, 2023. "A model of retail banking and the deposits channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 139(C), pages 127-147.
    15. McLeay, Michael & Tenreyro, Silvana, 2026. "Dollar dominance and the transmission of monetary policy," LSE Research Online Documents on Economics 128085, London School of Economics and Political Science, LSE Library.
    16. Davide Debortoli & Jordi Galí, 2025. "Heterogeneity and Aggregate Fluctuations: Insights from TANK Models," NBER Macroeconomics Annual, University of Chicago Press, vol. 39(1), pages 307-357.
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    JEL classification:

    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

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