IDEAS home Printed from https://ideas.repec.org/p/idb/brikps/13393.html
   My bibliography  Save this paper

Sovereign Risk and Economic Complexity

Author

Listed:
  • Gomez-Gonzalez, Jose E.
  • Uribe, Jorge M.
  • Valencia, Oscar

Abstract

This paper investigates how a country's economic complexity influences its sovereign yield spread with respect to the United States. Notably, a one-unit increase in the Economic Complexity Index is associated with a reduction of about 87 basis points in the 10-year yield spread. However, this effect is largely non-significant for maturities under three years. This suggests that economic complexity affects not only the level of the sovereign yield spreads but also the curve slope. The first set of models utilizes advanced causal machine learning tools, while the second focuses on economic complexity's predictive power. Economic complexity ranks among the top three predictors, alongside inflation and institutional factors like the rule of law. The paper also discusses the potential mechanisms through which economic complexity reduces sovereign risk and emphasizes its role as a long-run determinant of productivity, output, and income stability, and the likelihood of fiscal crises.

Suggested Citation

  • Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar, 2024. "Sovereign Risk and Economic Complexity," IDB Publications (Working Papers) 13393, Inter-American Development Bank.
  • Handle: RePEc:idb:brikps:13393
    DOI: http://dx.doi.org/10.18235/0005533
    as

    Download full text from publisher

    File URL: https://publications.iadb.org/publications/english/document/Sovereign-Risk-and-Economic-Complexity.pdf
    Download Restriction: no

    File URL: https://libkey.io/http://dx.doi.org/10.18235/0005533?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018. "Double/debiased machine learning for treatment and structural parameters," Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
    2. Augustin, Patrick, 2018. "The term structure of CDS spreads and sovereign credit risk," Journal of Monetary Economics, Elsevier, vol. 96(C), pages 53-76.
    3. Camba-Méndez, Gonzalo & Werner, Thomas, 2017. "The inflation risk premium in the post-Lehman period," Working Paper Series 2033, European Central Bank.
    4. Giraldo, Carlos & Giraldo, Iader & Gomez-Gonzalez, Jose E. & Uribe, Jorge M., 2023. "An explained extreme gradient boosting approach for identifying the time-varying determinants of sovereign risk," Finance Research Letters, Elsevier, vol. 57(C).
    5. Liu, Zhuoshi & Spencer, Peter, 2013. "Modelling sovereign credit spreads with international macro-factors: The case of Brazil 1998–2009," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 241-256.
    6. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    7. Beetsma, Roel & Furtuna, Oana & Giuliodori, Massimo & Mumtaz, Haroon, 2021. "Revenue- versus spending-based fiscal consolidation announcements: Multipliers and follow-up," Journal of International Economics, Elsevier, vol. 131(C).
    8. Angus Deaton, 1999. "Commodity Prices and Growth in Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 23-40, Summer.
    9. Buraschi, Andrea & Jiltsov, Alexei, 2005. "Inflation risk premia and the expectations hypothesis," Journal of Financial Economics, Elsevier, vol. 75(2), pages 429-490, February.
    10. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    11. Cristina Arellano & Ananth Ramanarayanan, 2012. "Default and the Maturity Structure in Sovereign Bonds," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 187-232.
    12. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2023. "Does economic complexity reduce the probability of a fiscal crisis?," World Development, Elsevier, vol. 168(C).
    13. Wellmann, Dennis & Trück, Stefan, 2018. "Factors of the term structure of sovereign yield spreads," Journal of International Money and Finance, Elsevier, vol. 81(C), pages 56-75.
    14. D’Amico, Stefania & Kim, Don H. & Wei, Min, 2018. "Tips from TIPS: The Informational Content of Treasury Inflation-Protected Security Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(1), pages 395-436, February.
    15. Vivek Arora & Martin Cerisola, 2001. "How Does U.S. Monetary Policy Influence Sovereign Spreads in Emerging Markets?," IMF Staff Papers, Palgrave Macmillan, vol. 48(3), pages 1-3.
    16. Poghosyan, Tigran, 2014. "Long-run and short-run determinants of sovereign bond yields in advanced economies," Economic Systems, Elsevier, vol. 38(1), pages 100-114.
    17. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "High-Dimensional Methods and Inference on Structural and Treatment Effects," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 29-50, Spring.
    18. Arvind Krishnamurthy & Stefan Nagel & Annette Vissing-Jorgensen, 2018. "ECB Policies Involving Government Bond Purchases: Impact and Channels [The “greatest” carry trade ever? Understanding eurozone bank risks]," Review of Finance, European Finance Association, vol. 22(1), pages 1-44.
    19. Coroneo, Laura & Pastorello, Sergio, 2020. "European spreads at the interest rate lower bound," Journal of Economic Dynamics and Control, Elsevier, vol. 119(C).
    20. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2223-2273.
    21. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, April.
    22. Xavier Freixas & Jean-Charles Rochet, 2008. "Microeconomics of Banking, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262062704, April.
    23. Alexander W. Butler & Larry Fauver, 2006. "Institutional Environment and Sovereign Credit Ratings," Financial Management, Financial Management Association, vol. 35(3), Autumn.
    24. De Santis, Roberto A., 2020. "Impact of the Asset Purchase Programme on euro area government bond yields using market news," Economic Modelling, Elsevier, vol. 86(C), pages 192-209.
    25. Jens Hilscher & Yves Nosbusch, 2010. "Determinants of Sovereign Risk: Macroeconomic Fundamentals and the Pricing of Sovereign Debt," Review of Finance, European Finance Association, vol. 14(2), pages 235-262.
    26. Maggioni, Daniela & Lo Turco, Alessia & Gallegati, Mauro, 2016. "Does product complexity matter for firms' output volatility?," Journal of Development Economics, Elsevier, vol. 121(C), pages 94-109.
    27. Francis A. Longstaff & Jun Pan & Lasse H. Pedersen & Kenneth J. Singleton, 2011. "How Sovereign Is Sovereign Credit Risk?," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 75-103, April.
    28. Refet S. Gürkaynak & Brian Sack & Jonathan H. Wright, 2010. "The TIPS Yield Curve and Inflation Compensation," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 70-92, January.
    29. Barbaros Güneri & A. Yasemin Yalta, 2021. "Does economic complexity reduce output volatility in developing countries?," Bulletin of Economic Research, Wiley Blackwell, vol. 73(3), pages 411-431, July.
    30. Dailami, Mansoor & Masson, Paul R. & Padou, Jean Jose, 2008. "Global monetary conditions versus country-specific factors in the determination of emerging market debt spreads," Journal of International Money and Finance, Elsevier, vol. 27(8), pages 1325-1336, December.
    31. Eichler, Stefan, 2014. "The political determinants of sovereign bond yield spreads," Journal of International Money and Finance, Elsevier, vol. 46(C), pages 82-103.
    32. Iva Petrova & Mr. Michael G. Papaioannou & Mr. Dimitri Bellas, 2010. "Determinants of Emerging Market Sovereign Bond Spreads: Fundamentals vs Financial Stress," IMF Working Papers 2010/281, International Monetary Fund.
    33. Peter Hördahl & Oreste Tristani, 2012. "Inflation Risk Premia In The Term Structure Of Interest Rates," Journal of the European Economic Association, European Economic Association, vol. 10(3), pages 634-657, May.
    34. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    35. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," Review of Finance, European Finance Association, vol. 33(5), pages 2223-2273.
    36. Maltritz, Dominik & Molchanov, Alexander, 2013. "Analyzing determinants of bond yield spreads with Bayesian Model Averaging," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5275-5284.
    37. Zou, Zongsen & Zhang, Yu & Li, Xin & Wang, Xiuling, 2023. "The nexus between product sophistication and export survival: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 480-502.
    38. Candelon, Bertrand & Moura, Rubens, 2023. "Sovereign yield curves and the COVID-19 in emerging markets," Economic Modelling, Elsevier, vol. 127(C).
    39. Maltritz, Dominik & Molchanov, Alexander, 2014. "Country credit risk determinants with model uncertainty," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 224-234.
    40. Maltritz, Dominik, 2012. "Determinants of sovereign yield spreads in the Eurozone: A Bayesian approach," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 657-672.
    41. Wang, Ruohan & Xue, Yi & Zheng, Wenping, 2021. "Does high external debt predict lower economic growth? Role of sovereign spreads and institutional quality," Economic Modelling, Elsevier, vol. 103(C).
    42. Chatterjee, Satyajit & Eyigungor, Burcu, 2019. "Endogenous political turnover and fluctuations in sovereign default risk," Journal of International Economics, Elsevier, vol. 117(C), pages 37-50.
    43. Afonso, António & Tovar Jalles, João, 2019. "Quantitative easing and sovereign yield spreads: Euro-area time-varying evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 208-224.
    44. Wenxin Du & Jesse Schreger, 2016. "Local Currency Sovereign Risk," Journal of Finance, American Finance Association, vol. 71(3), pages 1027-1070, June.
    45. Du, Wenxin & Im, Joanne & Schreger, Jesse, 2018. "The U.S. Treasury Premium," Journal of International Economics, Elsevier, vol. 112(C), pages 167-181.
    46. Sánchez, Juan M. & Sapriza, Horacio & Yurdagul, Emircan, 2018. "Sovereign default and maturity choice," Journal of Monetary Economics, Elsevier, vol. 95(C), pages 72-85.
    Full references (including those not matched with items on IDEAS)

    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. Jose E. Gomez-Gonzalez & Jorge M. Uribe & Oscar M. Valencia, 2023. "Sovereign Risk and Economic Complexity: Machine Learning Insights on Causality and Prediction," IREA Working Papers 202315, University of Barcelona, Research Institute of Applied Economics, revised Nov 2023.
    2. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar, 2024. "Asymmetric Sovereign Risk: Implications for Climate Change Preparation," IDB Publications (Working Papers) 13447, Inter-American Development Bank.
    3. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2023. "Does economic complexity reduce the probability of a fiscal crisis?," World Development, Elsevier, vol. 168(C).
    4. Hajer Dachraoui & Mounir Smida & Maamar Sebri, 2020. "Role of capital flight as a driver of sovereign bond spreads in Latin American countries," International Economics, CEPII research center, issue 162, pages 15-33.
    5. Jeanneret, Alexandre & Souissi, Slim, 2016. "Sovereign defaults by currency denomination," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 197-222.
    6. Patricia Crifo & Marc-Arthur Diaye & Rim Oueghlissi, 2014. "Measuring the effect of government ESG performance on sovereign borrowing cost," CIRANO Working Papers 2014s-37, CIRANO.
    7. Weneyam Hippolyte Balima & Jean-Louis Combes & Alexandru Minea, 2015. "Sovereign Debt Risk in Emerging Countries: Does Inflation Targeting Adoption Make Any Difference?," CERDI Working papers halshs-01128239, HAL.
    8. Jeanneret, Alexandre, 2018. "Sovereign credit spreads under good/bad governance," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 230-246.
    9. Johri, Alok & Khan, Shahed & Sosa-Padilla, César, 2022. "Interest rate uncertainty and sovereign default risk," Journal of International Economics, Elsevier, vol. 139(C).
    10. Helena Chuliá & Sabuhi Khalili & Jorge M. Uribe, 2024. "Monitoring time-varying systemic risk in sovereign debt and currency markets with generative AI," IREA Working Papers 202402, University of Barcelona, Research Institute of Applied Economics, revised Feb 2024.
    11. Guillaume Belly & Lukas Boeckelmann & Carlos Mateo Caicedo Graciano & Alberto Di Iorio & Klodiana Istrefi & Vasileios Siakoulis & Arthur Stalla‐Bourdillon, 2023. "Forecasting sovereign risk in the Euro area via machine learning," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(3), pages 657-684, April.
    12. Balima, Wenéyam Hippolyte & Combes, Jean-Louis & Minea, Alexandru, 2017. "Sovereign debt risk in emerging market economies: Does inflation targeting adoption make any difference?," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 360-377.
    13. Dooyeon Cho & Dong‐Eun Rhee, 2024. "Determinants of market‐assessed sovereign default risk: Macroeconomic fundamentals or global shocks?," International Finance, Wiley Blackwell, vol. 27(1), pages 35-60, April.
    14. Gunther Capelle-Blancard & Patricia Crifo & Marc-Arthur Diaye & Rim Oueghlissi & Bert Scholtens, 2016. "Environmental, Social and Governance (ESG) performance and sovereign bond spreads: an empirical analysis of OECD countries," Working Papers hal-01401718, HAL.
    15. Ricardo Sabbadini, 2018. "Loss Aversion and Search for Yield in Emerging Markets Sovereign Debt," Working Papers, Department of Economics 2018_16, University of São Paulo (FEA-USP).
    16. M. Utku Özmen, 2019. "Economic complexity and sovereign risk premia," Economics Bulletin, AccessEcon, vol. 39(3), pages 1714-1726.
    17. Chernov, Mikhail & Mueller, Philippe, 2012. "The term structure of inflation expectations," Journal of Financial Economics, Elsevier, vol. 106(2), pages 367-394.
    18. Eijffinger, Sylvester C.W. & Pieterse-Bloem, Mary, 2023. "Eurozone government bond spreads: A tale of different ECB policy regimes," Journal of International Money and Finance, Elsevier, vol. 139(C).
    19. Blommestein, Hans & Eijffinger, Sylvester & Qian, Zongxin, 2016. "Regime-dependent determinants of Euro area sovereign CDS spreads," Journal of Financial Stability, Elsevier, vol. 22(C), pages 10-21.
    20. Chernov, Mikhail & Creal, Drew & Hördahl, Peter, 2023. "Sovereign credit and exchange rate risks: Evidence from Asia-Pacific local currency bonds," Journal of International Economics, Elsevier, vol. 140(C).

    More about this item

    Keywords

    convenience yields; double-machine-learning; government debt; sovereign credit risk; XGBoost; yield curve;
    All these keywords.

    JEL classification:

    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • H63 - Public Economics - - National Budget, Deficit, and Debt - - - Debt; Debt Management; Sovereign Debt
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

    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:idb:brikps:13393. 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: Felipe Herrera Library (email available below). General contact details of provider: https://edirc.repec.org/data/iadbbus.html .

    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.