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PRWP

Reproducibility package for Who Smooths The Shock? Government And Private Saving In International Risk Sharing

2026
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Reference ID
RR_WLD_2026_586
DOI
https://doi.org/10.60572/d7r2-0n86
Author(s)
Ergys Islamaj, Giorgi Bokhua
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Mar 11, 2026
Last modified
Mar 19, 2026
Page views
80
Downloads
41
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper examines how countries smooth income volatility, emphasizing the distinct roles of public and private saving across levels of development and macroeconomic characteristics. Using a panel of 134 countries over 1990–2023 and an accounting-based decomposition of risk sharing, we document three core findings. First, savings are a central smoothing mechanism but operate very differently across country groups. In advanced economies, government saving absorbs about 14 percent of output shocks—exceeding the contribution of private saving—whereas in emerging market and developing economies (EMDE) private saving dominates, smoothing roughly 16 percent of shocks compared with only 6 percent through government saving. Second, primary investment income from abroad has helped smooth income volatility only in advanced economies, while remittances and transfers have helped smooth income volatility in EMDE. Third, fiscal space and capital account openness shift the balance between public and private stabilization. Countries that have more fiscal space and open capital accounts are better able to smooth output volatility through government savings.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/501/download/1459/README.pdf
    Reproducibility package for Who Smooths The Shock? Government And Private Saving In International Risk Sharing
    File name
    RR_WLD_2026_586
    Zip package
    RR_WLD_2026_586.zip
    Title
    Reproducibility package for Who Smooths The Shock? Government And Private Saving In International Risk Sharing
    Date
    2026-03
    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
    18 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ 2.80 GHz (4 processors)
    • Memory available: 32 GB

    Technology requirements

    Run time: ~ 7 minutes

    Reproduction instructions

    To reproduce the findings in this paper, a replicator must update the global in line 15 of the do-file "master" to your folder's location and run the do-file.

    Data

    Datasets
    World Economic Outlook Database
    Name
    World Economic Outlook Database
    Note
    Data accessed in May 2025. Files: Replication Package\Raw Data\WEOApr2025all.xlsx
    Access policy
    Data is publicly available and included in the reproducibility package.
    License URL
    https://www.imf.org/en/about/copyright-and-terms
    Data URL
    https://www.imf.org/en/publications/weo/weo-database/2025/april
    Citation
    International Monetary Fund. 2025. "World Economic Outlook Databse (April 2025)" [dataset]. https://www.imf.org/en/publications/weo/weo-database/2025/april. Accessed May 2025.
    World Development Indicators
    Name
    World Development Indicators
    Note
    Data accessed in February 2026. Indicator accessed: Gross savings (% of GDP); GDP (current US$); GDP (constant LCU); Population, total; Final consumption expenditure (% of GDP); GDP (current LCU); GNI (current LCU); Domestic credit to private sector by banks (% of GDP). Files: Replication Package\Raw Data\wdi_raw.dta.
    Access policy
    Data is publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0 International License (CC BY 4.0)
    License URL
    https://www.worldbank.org/en/about/legal/terms-of-use-for-datasets
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    Citation
    World Bank. 2026. "World Development Indicators" [dataset]. Multiple Indicators accessed. Accessed in February 2026.
    Balance of Payments (BOP)
    Name
    Balance of Payments (BOP)
    Note
    Version accessed: 20.0.0. Data accessed May 2025. Files: Replication Package\Raw Data\dataset_2025-05-01T16_11_15.263707854Z_DEFAULT_INTEGRATION_IMF.STA_BOP_20.0.0.csv
    Access policy
    Data is publicly available and included in the reproducibility package.
    License URL
    https://www.imf.org/external/terms.htm
    Data URL
    https://www.imf.org/en/about/copyright-and-terms
    Citation
    International Monetary Fund. 2024. "Balance of Payments (BOP) and International Investment Position (IIP)" [dataset]. https://data360.worldbank.org/en/int/dataset/IMF_BOP. Accessed May 2025.
    OECD Economic Outlook No 116
    Name
    OECD Economic Outlook No 116
    Note
    Data accessed May 2025 (Edition 2024/2) Variables Used: "Net general government saving"; "Net saving of households and non-profit institutions serving households"; "Gross saving of households and non-profit institutions serving households"; "Gross domestic product, nominal value, market prices". Files: Replication Package\Raw Data\OECD.ECO.MAD,DSD_EO@DF_EO,+..A.csv
    Access policy
    Data is publicly available and included in the reproducibility package.
    License URL
    https://www.oecd.org/en/about/terms-conditions.html
    Citation
    OECD. 2024. "OECD Economic Outlook No 116 (Edition 2024/2)" [dataset]. https://dataexplorer.oecd.org/vistm=OECD%20Economic%20Outlook&pg=0&snb=11&vw=ov&df[ds]=dsDisseminateFinalDMZ&df[id]=DSD_EO%40DF_EO&df[ag]=OECD.ECO.MAD&df[vs]=1.2&hc[Reference%20area]=&hc[Topic]=&dq=..A&pd=%2C&to[TIME_PERIOD]=false. Accessed May 2025.
    The Chinn-Ito Index
    Name
    The Chinn-Ito Index
    Note
    Data accessed February 2026. The Chinn-Ito index (KAOPEN) is an index measuring a country's degree of capital account openness. The index was initially introduced in Chinn and Ito (Journal of Development Economics, 2006). KAOPEN is based on the binary dummy variables that codify the tabulation of restrictions on cross-border financial transactions reported in the IMF's Annual Report on Exchange Arrangements and Exchange Restrictions (AREAER). Files: Replication Package\Raw Data\kaopen_2023.dta
    Access policy
    Data is publicly available and included in the reproducibility package.
    Data URL
    https://web.pdx.edu/%7Eito/Chinn-Ito_website.htm
    Citation
    Chinn, Menzie D. and Hiro Ito (2006). "What Matters for Financial Development? Capital Controls, Institutions, and Interactions," Journal of Development Economics, Volume 81, Issue 1, Pages 163-192 (October).
    Market and Income Classification
    Name
    Market and Income Classification
    Note
    Data compiled by the authors in 2025. Variables used: "Market" "Region" File is used for classifying countries between EMDEs and Advanced economics and differentiating between different world bank regions. Files: Replication Package\Raw Data\classification.dta
    Access policy
    Data is publicly available and included in the reproducibility package.
    Citation
    World Bank. 2025. "Market and Income Classification" [dataset]. Compiled in 2025.
    Data statement

    All data sources are publicly available and included in the reproducibility package.

    Description

    Output
    Who Smooths The Shock? Government And Private Saving In International Risk Sharing
    Type
    Working Paper
    Title
    Who Smooths The Shock? Government And Private Saving In International Risk Sharing
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Ergys Islamaj World Bank eislamaj@worldbank.org
    Giorgi Bokhua World Bank gbokhua@worldbank.org
    Date of production

    2026-03-10

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Risk Sharing Income Smoothing Government Saving Private Saving National Account Decomposition
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    F41 Open Economy Macroeconomics F4 Journal of Economic Literature (JEL)
    F36 Financial Aspects of Economic Integration F3 Journal of Economic Literature (JEL)
    E21 Consumption • Saving • Wealth E2 Journal of Economic Literature (JEL)
    H63 Debt • Debt Management • Sovereign Debt H6 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
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Ergys Islamaj World Bank eislamaj@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

    2026-03-10

    Document version

    1

    Citation

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