IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/14962.html
   My bibliography  Save this paper

Financial Vulnerability and Risks to Growth in Emerging Markets

Author

Listed:
  • Acharya, Viral
  • Bhadury, Soumya
  • Surti, Jay

Abstract

This paper introduces a new financial vulnerability index for emerging market economies by exploiting key differences in their business cycles relative to those of advanced economies. Information on the domestic price of risk, cost of dollar hedging and market-based measures of bank vulnerability combine to generate indexes significantly more effective in capturing macro-financial vulnerability and stress compared to those based on information in trade and global factors. Our index significantly augments early warning surveillance capacity, as evidenced by out-of-sample forecasting gains around a majority of turning points in GDP growth relative to distributed lag models that are augmented with information from macro-financial indexes that are custom-built to optimize such forecasts.

Suggested Citation

  • Acharya, Viral & Bhadury, Soumya & Surti, Jay, 2020. "Financial Vulnerability and Risks to Growth in Emerging Markets," CEPR Discussion Papers 14962, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:14962
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP14962
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Javier Bianchi, 2011. "Overborrowing and Systemic Externalities in the Business Cycle," American Economic Review, American Economic Association, vol. 101(7), pages 3400-3426, December.
    2. Amey Sapre & Rajeswari Sengupta, 2017. "Analysis of Revisions in Indian GDP Data," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 18(4), pages 129-172, October.
    3. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2001. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," Journal of Finance, American Finance Association, vol. 56(1), pages 1-43, February.
    4. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    5. Rey, Hélène, 2015. "Dilemma not Trilemma: The Global Financial Cycle and Monetary Policy Independence," CEPR Discussion Papers 10591, C.E.P.R. Discussion Papers.
    6. Mark Aguiar & Gita Gopinath, 2007. "Emerging Market Business Cycles: The Cycle Is the Trend," Journal of Political Economy, University of Chicago Press, vol. 115(1), pages 69-102.
    7. Jeevan Kumar Khundrakpam & Rajesh Kavediya & Jessica M. Anthony, 2017. "Estimating Financial Conditions Index for India," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 16(1), pages 61-89, April.
    8. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    9. Neumeyer, Pablo A. & Perri, Fabrizio, 2005. "Business cycles in emerging economies: the role of interest rates," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 345-380, March.
    10. Jeanne, Olivier & Korinek, Anton, 2019. "Managing credit booms and busts: A Pigouvian taxation approach," Journal of Monetary Economics, Elsevier, vol. 107(C), pages 2-17.
    11. Ang, Andrew & Piazzesi, Monika & Wei, Min, 2006. "What does the yield curve tell us about GDP growth?," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 359-403.
    12. Javier Bianchi & Enrique G. Mendoza, 2018. "Optimal Time-Consistent Macroprudential Policy," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 588-634.
    13. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    14. Christian Brownlees & Robert F. Engle, 2017. "SRISK: A Conditional Capital Shortfall Measure of Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 48-79.
    15. Gianni De Nicolò & Marcella Lucchetta, 2017. "Forecasting Tail Risks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 159-170, January.
    16. Jan Hatzius & Peter Hooper & Frederic S. Mishkin & Kermit L. Schoenholtz & Mark W. Watson, 2010. "Financial Conditions Indexes: A Fresh Look after the Financial Crisis," NBER Working Papers 16150, National Bureau of Economic Research, Inc.
    17. G. Elliott & C. Granger & A. Timmermann (ed.), 2013. "Handbook of Economic Forecasting," Handbook of Economic Forecasting, Elsevier, edition 1, volume 2, number 2.
    18. Fuchun Li & Héctor Pérez Saiz, 2016. "Measuring Systemic Risk Across Financial Market Infrastructures," Staff Working Papers 16-10, Bank of Canada.
    19. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Riza Demirer & Rangan Gupta & He Li & Yu You, 2021. "Financial Vulnerability and Volatility in Emerging Stock Markets: Evidence from GARCH-MIDAS Models," Working Papers 202112, University of Pretoria, Department of Economics.
    2. Bhadury, Soumya & Ghosh, Saurabh & Gopalakrishnan, Pawan, 2021. "In quest for policy 'silver bullets' towards triggering a v-shaped recovery," MPRA Paper 110905, University Library of Munich, Germany.
    3. Ján Buleca & Nikola Šubová & Lenka Malièká, 2022. "The Relationship between Household Wealth and Financial Vulnerability in the Post-communist Countries of the Euro Area," Journal of Economics / Ekonomicky casopis, Institute of Economic Research, Slovak Academy of Sciences, vol. 70(7-8), pages 569-588, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mr. Ananthakrishnan Prasad & Mr. Selim A Elekdag & Mr. Phakawa Jeasakul & Romain Lafarguette & Mr. Adrian Alter & Alan Xiaochen Feng & Changchun Wang, 2019. "Growth at Risk: Concept and Application in IMF Country Surveillance," IMF Working Papers 2019/036, International Monetary Fund.
    2. Mircea Epure & Irina Mihai & Camelia Minoiu & José-Luis Peydró, 2024. "Global Financial Cycle, Household Credit, and Macroprudential Policies," Management Science, INFORMS, vol. 70(11), pages 8096-8115, November.
    3. Reyes-Heroles, Ricardo & Tenorio, Gabriel, 2020. "Macroprudential policy in the presence of external risks," Journal of International Economics, Elsevier, vol. 126(C).
    4. Mircea Epure & Irina Mihai & Camelia Minoiu & José-Luis Peydró, 2024. "Global Financial Cycle, Household Credit, and Macroprudential Policies," Management Science, INFORMS, vol. 70(11), pages 8096-8115, November.
    5. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    6. Norring, Anni, 2022. "Taming the tides of capital: Review of capital controls and macroprudential policy in emerging economies," BoF Economics Review 1/2022, Bank of Finland.
    7. Ma, Chang, 2020. "Financial stability, growth and macroprudential policy," Journal of International Economics, Elsevier, vol. 122(C).
    8. Jonathan Heathcote & Fabrizio Perri, 2016. "On the Desirability of Capital Controls," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 75-102, May.
    9. Devereux, Michael B. & Young, Eric R. & Yu, Changhua, 2019. "Capital controls and monetary policy in sudden-stop economies," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 52-74.
    10. Christopher Otrok & Andrew Foerster & Alessandro Rebucci & Gianluca Benigno, 2017. "Estimating Macroeconomic Models of Financial Crises: An Endogenous Regime Switching Approach," 2017 Meeting Papers 572, Society for Economic Dynamics.
    11. Jorge Lorca, 2021. "Capital Flows and Emerging Markets Fluctuations," Working Papers Central Bank of Chile 898, Central Bank of Chile.
    12. Altavilla, Carlo & Laeven, Luc & Peydró, José-Luis, 2020. "Monetary and Macroprudential Policy Complementarities: evidence from European credit registers," CEPR Discussion Papers 15539, C.E.P.R. Discussion Papers.
    13. Juan M. Morelli & Pablo Ottonello & Diego J. Perez, 2022. "Global Banks and Systemic Debt Crises," Econometrica, Econometric Society, vol. 90(2), pages 749-798, March.
    14. Liu, Siming, 2022. "Government spending during sudden stop crises," Journal of International Economics, Elsevier, vol. 135(C).
    15. Ricardo M. Reyes-Heroles & Gabriel Tenorio, 2017. "Managing Capital Flows in the Presence of External Risks," International Finance Discussion Papers 1213, Board of Governors of the Federal Reserve System (U.S.).
    16. Javier Bianchi & Guido Lorenzoni, 2021. "The Prudential Use of Capital Controls and Foreign Currency Reserves," Working Papers 787, Federal Reserve Bank of Minneapolis.
    17. Ricardo M. Reyes-Heroles & Gabriel Tenorio, 2017. "Interest Rate Volatility and Sudden Stops : An Empirical Investigation," International Finance Discussion Papers 1209, Board of Governors of the Federal Reserve System (U.S.).
    18. Wang, Bo & Li, Haoran, 2021. "Downside risk, financial conditions and systemic risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    19. Florian Schuster & Marco Wysietzki & Jonas Zdrzalek, 2023. "How Heterogeneous Beliefs Trigger Financial Crises," ECONtribute Discussion Papers Series 238, University of Bonn and University of Cologne, Germany.
    20. Hewei Shen, 2016. "Financial Crises and the Role of Debt Maturity for Emerging Economies," CAEPR Working Papers 2017-012, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.

    More about this item

    Keywords

    Financial conditions; Price of risk; Vulnerability; Business cycles; Early warning indicators;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:14962. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.