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Reproducibility package for Sovereign Risk Repricing After Hidden-Debt Revelations

2026
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Reference ID
RR_WLD_2026_737
Author(s)
Reina Eskimez, Jiwon Lee, Franz Ulrich Ruch
Metadata
JSON
Created on
Sep 07, 2026
Last modified
Sep 07, 2026
Page views
19
Downloads
6
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    Hidden government debt—liabilities that governments incurred but did not fully disclose—can undermine fiscal sustainability. This paper identifies seven hidden-debt revelations during 2005–25 and measures the response of daily sovereign risk spreadsfollowing revelations. It finds that sovereign risk spreads rise gradually but persistently in response to a revelation. The pooled sovereign risk spread for the seven countries rises substantially, by 108 basis points (bps) on average during the first 30 days after revelation (with 66 bps of that in the first 10 days), and an additional 98 bps during days 31–60. The baseline results are robust to various alternative specifications. Additional exercises show that when debt reconciliation is delayed or contested, sovereign spreads rise roughly 200 basis points more over 60 days than when reconciliation is prompt and credible, although, with only seven episodes, this finding is suggestive.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/644/download/1937/README.pdf
    Reproducibility package for Sovereign Risk Repricing After Hidden-Debt Revelations
    File name
    RR_WLD_2026_737
    Zip package
    RR_WLD_2026_737.zip
    Title
    Reproducibility package for Sovereign Risk Repricing After Hidden-Debt Revelations
    Date
    2026-09
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    19.5 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz (2.30 GHz) (2 processors)
    • Memory available: 16 GB

    Technology requirements

    Runtime ~ 3 minutes

    Reproduction instructions

    To reproduce the findings in this paper, a replicator must:

    1. Secure Access to Data: Access the datasets not included in the package. See the Datasets section for more details
    2. Open the do file "For_Journal_Submission_Revised_Latest", update the directory on line 37, install the required packages and run the file

    Since all of the data is restricted, the package includes the outputs produced by the replicators, which can be used to review the results presented in the paper

    Data

    Datasets
    J.P. Morgan Emerging Markets Bond Index Global (EMBIG)
    Name
    J.P. Morgan Emerging Markets Bond Index Global (EMBIG)
    Note
    Data accessed in 2026. Daily closing country- and regional-level stripped spreads from the J.P. Morgan Emerging Markets Bond Index Global (EMBIG). Spreads are reported in basis points. The EMBIG data are proprietary and are not publicly downloadable without an appropriate J.P. Morgan Markets subscription or institutional authorization. Replicators must obtain access independently from J.P. Morgan. Access instructions: (1) Go to https://markets.jpmorgan.com/; (2) sign in using an authorized J.P. Morgan Markets account — users without access should use the Request Access option or contact their institution's data-services representative; (3) navigate to the data and analytics section and open DataQuery; (4) search for EMBI Global or EMBIG; (5) select the country- and regional-level stripped spread series used in the analysis; (6) set the frequency to daily and select the required date range; (7) export the selected series in CSV or Excel format; (8) save the resulting file as EMBIG for paper_1768245733461.csv and place it in the replication package's data directory. Note: precise menu labels may vary depending on the user's institutional subscription and the current J.P. Morgan Markets interface. File location: data/EMBIG for paper_1768245733461.csv.
    Access policy
    Data access requires purchase or human approval and is not included in the reproducibility package.
    License
    Custom License
    Data URL
    https://markets.jpmorgan.com/
    Citation
    J.P. Morgan Securities LLC. 2026. "J.P. Morgan Emerging Markets Bond Index Global (EMBIG): Country- and Regional-Level Stripped Spreads" [dataset]. J.P. Morgan Markets. https://markets.jpmorgan.com/.
    CBOE Volatility Index (VIX) and 10-Year U.S. Treasury Yield
    Name
    CBOE Volatility Index (VIX) and 10-Year U.S. Treasury Yield
    Note
    Data accessed January 21, 2026. Downloaded through Haver Analytics on January 21, 2026. The underlying series are also available from their original providers and through the Federal Reserve Bank of St. Louis FRED database. Includes two series: (1) Market Yield on U.S. Treasury Securities at 10-Year Constant Maturity, Quoted on an Investment Basis (DGS10): original source is the U.S. Department of the Treasury and Board of Governors of the Federal Reserve System, H.15 Selected Interest Rates. This federal-government series is in the public domain. Direct CSV download: https://fred.stlouisfed.org/graph/fredgraph.csv?id=DGS10. (2) CBOE Volatility Index: VIX (VIXCLS), daily close: copyrighted by CBOE Global Markets, publicly accessible through CBOE and FRED but not a public-domain series. Users must cite CBOE; any redistribution or commercial reuse is subject to CBOE applicable terms and permissions. Official CBOE historical-data page: https://www.cboe.com/tradable_products/vix/vix_historical_data/. Direct CSV download: https://fred.stlouisfed.org/graph/fredgraph.csv?id=VIXCLS. Both series can be downloaded together from https://fred.stlouisfed.org/graph/fredgraph.csv?id=DGS10,VIXCLS. Replicators without Haver access can download the corresponding DGS10 and VIXCLS series from these public links. File location: data/VIX_US_Treasury10yr.xlsx.
    Access policy
    Data is publicly available but does not allow redistribution and is not included in the reproducibility package.
    License
    Custom License
    Data URL
    https://fred.stlouisfed.org/graph/fredgraph.csv?id=DGS10,VIXCLS
    Citation
    Board of Governors of the Federal Reserve System (US). 2026. "Market Yield on U.S. Treasury Securities at 10-Year Constant Maturity, Quoted on an Investment Basis" [DGS10] [dataset]. FRED, Federal Reserve Bank of St. Louis. https://fred.stlouisfed.org/series/DGS10. Accessed January 21, 2026. Chicago Board Options Exchange. 2026. "CBOE Volatility Index: VIX" [VIXCLS] [dataset]. FRED, Federal Reserve Bank of St. Louis. https://fred.stlouisfed.org/series/VIXCLS. Accessed January 21, 2026.
    Data statement

    Some data is limited-access and has not been included in the reproducibility package. For more details, refer to the README file.(Limited-access/Accessible data)

    Description

    Output
    Sovereign Risk Repricing After Hidden-Debt Revelations
    Type
    Working Paper
    Title
    Sovereign Risk Repricing After Hidden-Debt Revelations
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Reina Eskimez World Bank rkawai@worldbank.org
    Jiwon Lee World Bank jlee70@worldbank.org
    Franz Ulrich Ruch World Bank fruch@worldbank.org
    Date of production

    2026-09-04

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Hidden Debt Sovereign Spreads Embi Global Event Study Debt Transparency Emerging Markets
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    F34 International Lending and Debt Problems F3 Journal of Economic Literature (JEL)
    G14 Information and Market Efficiency • Event Studies • Insider Trading G1 Journal of Economic Literature (JEL)
    H63 Debt • Debt Management • Sovereign Debt H6 Journal of Economic Literature (JEL)
    G15 International Financial Markets G1 Journal of Economic Literature (JEL)
    F65 Finance F6 Journal of Economic Literature (JEL)

    Disclaimer

    Disclaimer

    The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.

    Access and rights

    License
    Name URI
    MIT License https://opensource.org/license/mit
    World Bank IGO Rider https://github.com/worldbank/metadata-editor/blob/main/WB-IGO-RIDER.md

    Contacts

    Contacts
    Name Affiliation Email
    Reina Eskimez World Bank rkawai@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DECDI World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2026-09-04

    Document version

    1

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