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Investigating the impact of technology and noise shocks on capital flows

Author

Listed:
  • Yang, Yang
  • Tang, Yanling
  • Zhang, Ren
  • Wu, Li

Abstract

This study employs a structural vector autoregression model to examine the effects of technology and noise shocks on capital flows. Our findings reveal that the anticipation of technology shocks results in significant reductions in both capital inflow and outflow, while the realization of noise shocks leads to increased capital inflow and outflow. Technology and noise shocks explain approximately a quarter of the fluctuations in capital inflow and outflow. Additionally, our analysis shows that the excess bond premium experiences a significant decline after a noise shock, indicating that financial channels play a role in transmitting the effects of a noise shock.

Suggested Citation

  • Yang, Yang & Tang, Yanling & Zhang, Ren & Wu, Li, 2023. "Investigating the impact of technology and noise shocks on capital flows," Finance Research Letters, Elsevier, vol. 56(C).
    • Handle: RePEc:eee:finlet:v:56:y:2023:i:c:s1544612323004233
    DOI: 10.1016/j.frl.2023.104051
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    1. Benhima, Kenza & Cordonier, Rachel, 2022. "News, sentiment and capital flows," Journal of International Economics, Elsevier, vol. 137(C).
    2. Christoph Görtz & John D. Tsoukalas & Francesco Zanetti, 2022. "News Shocks under Financial Frictions," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(4), pages 210-243, October.
    3. Olivier J. Blanchard & Jean-Paul L'Huillier & Guido Lorenzoni, 2013. "News, Noise, and Fluctuations: An Empirical Exploration," American Economic Review, American Economic Association, vol. 103(7), pages 3045-3070, December.
    4. Contessi, Silvio & De Pace, Pierangelo & Francis, Johanna L., 2013. "The cyclical properties of disaggregated capital flows," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 528-555.
    5. Mario Forni & Luca Gambetti & Marco Lippi & Luca Sala, 2017. "Noisy News in Business Cycles," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 122-152, October.
    6. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    7. Broner, Fernando & Didier, Tatiana & Erce, Aitor & Schmukler, Sergio L., 2013. "Gross capital flows: Dynamics and crises," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 113-133.
    8. Olivier Blanchard & Jonathan D. Ostry & Atish R. Ghosh & Marcos Chamon, 2017. "Are Capital Inflows Expansionary or Contractionary? Theory, Policy Implications, and Some Evidence," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(3), pages 563-585, August.
    9. Ryan Chahrour & Kyle Jurado, 2022. "Recoverability and Expectations-Driven Fluctuations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 214-239.
    10. Ryan Chahrour & Kyle Jurado, 2018. "News or Noise? The Missing Link," American Economic Review, American Economic Association, vol. 108(7), pages 1702-1736, July.
    11. Garcimartin, Carlos & Kvedaras, Virmantas & Rivas, Luis, 2016. "Business cycles in a balance-of-payments constrained growth framework," Economic Modelling, Elsevier, vol. 57(C), pages 120-132.
    12. David Gabauer, 2020. "Volatility impulse response analysis for DCC‐GARCH models: The role of volatility transmission mechanisms," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(5), pages 788-796, August.
    13. Cuadra, Gabriel & Menna, Lorenzo, 2019. "Capital flows and the business cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 106(C), pages 1-1.
    14. Matteo F. Ghilardi & Shanaka J. Peiris, 2016. "Capital Flows, Financial Intermediation and Macroprudential Policies," Open Economies Review, Springer, vol. 27(4), pages 721-746, September.
    15. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    16. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    17. Chin-Yoong Wong & Yoke-Kee Eng, 2015. "Surviving Asymmetry in Capital Flows and the Business Cycles: The Role of Prudential Capital Controls," Review of Development Economics, Wiley Blackwell, vol. 19(3), pages 545-563, August.
    18. José A. Alonso & Carlos Garcimartín, 1998. "A New Approach to Balance-of-Payments Constraint: Some Empirical Evidence," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 21(2), pages 259-282, December.
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    More about this item

    Keywords

    Noise shock; Technology shock; Capital flows; Structural VAR;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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