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PRWP

Reproducibility package for Tariffs As Catalysts: The Potential Development Dividend

2026
Get Reproducibility Package
Reference ID
RR_WLD_2025_515
Author(s)
Alessandro Barattieri, Aaditya Mattoo, Jose Signoret
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 12, 2026
Last modified
Jan 16, 2026
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    This note examines the implications of recent trade policy changes for developing countries. After the US-China bilateral tariffs increased in 2018-19, the exports of a few third countries increased but the development benefits were less significant. The tariffs more widely applied in 2025 could hurt developing economies, especially in the sectors that are more exposed and face higher tariffs. But the eventual costs need not be large once countries diversify their exports away from high tariff countries. Furthermore, the costs of foreign protection will be more than offset if countries respond with comprehensive reforms of their own trade policies. If tariff liberalization were not selective but extended to all trading partners, the gains for developing countries would be more than three times larger than the cost of higher foreign tariffs. If reforms also addressed the significant non-tariff barriers to trade in goods and services, the development benefits would be greatly magnified. For example, the liberalization of service trade that took place in Viet Nam in the period 2008-2016 generated a sizeable increase in productivity both in the services sectors (2.9% yearly over the period 2008-2016), as well as in the manufacturing sectors using services as intermediate inputs (3.1% yearly).

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/439/download/1249/README.pdf
    Reproducibility package for Tariffs As Catalysts: The Potential Development Dividend
    File name
    RR_WLD_2025_515
    Zip package
    RR_WLD_2025_515.zip
    Title
    Reproducibility package for Tariffs As Catalysts: The Potential Development Dividend
    Date
    2026-01
    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
    GEMPACK
    Name
    GEMPACK
    Version
    12.1

    Reproducibility

    Technology requirements

    Replicators runtime: 3 minutes
    Virtual verification runtime: 3 hours

    Reproduction instructions

    To reproduce the findings in this study, please follow the steps below:

    1. Some datasets are restricted and require special permissions. Please refer to the README file for detailed instructions on data access.
    2. Run the Stata script main_dofile.do to generate outputs for Figures 1, 6, 11, and 12.
    3. Figures 5, 7, and 10, and Tables A.1, A.2, and A.3 are generated using the RunSims.BAT file, which runs in GEMPACK and requires a commercial license. Because of this license requirement, replicators were not able to run RunSims.BAT; therefore, this part of the analysis and the corresponding outputs were virtually verified following the Virtual Reproducibility Verification Protocols.
    4. Outputs will be generated in the /Results folder.
      Because some data is restricted, the reproducibility package includes all outputs, however, outputs for Figures 5, 7, and 10 and Tables A.1, A.2, and A.3 require GEMPACK to be viewed; therefore, users will not be able to open these files locally, but they are included in the package for transparency purposes.

    Data

    Datasets
    BACI: International Trade Database at the Product-Level
    Name
    BACI: International Trade Database at the Product-Level
    Note
    Source: CEPII - BACI
    Access policy
    Data is publicly available and included in the reproducibility package
    License
    Etalab 2.0
    License URL
    https://www.etalab.gouv.fr/wp-content/uploads/2018/11/open-licence.pdf
    Data URL
    https://www.cepii.fr/cepii/en/bdd_modele/bdd_modele_item.asp?id=37
    Citation
    CEPII - BACI. 2025. "BACI: International Trade Database at the Product-Level [dataset]," https://www.cepii.fr/cepii/en/bdd_modele/bdd_modele_item.asp?id=37.
    Services Trade Restrictions Index (STRI)
    Name
    Services Trade Restrictions Index (STRI)
    Note
    Source: World Trade Organization and World Bank
    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-and-conditions?utm_source
    Data URL
    https://itip-services-worldbank.wto.org/SearchApplied.aspx
    Citation
    World Bank Group, WTO. "Services Trade Restrictions Index (STRI) [dataset]," https://itip-services-worldbank.wto.org/SearchApplied.aspx
    World Development Indicators
    Name
    World Development Indicators
    Note
    Source: World Bank, World Development Indicators
    Access policy
    Data is publicly available and included in the reproducibility package
    License
    Creative Commons Attribution 4.0 (CC-BY 4.0)
    License URL
    https://datacatalog.worldbank.org/public-licenses#cc-by
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    Citation
    World Bank. . "World Development Indicators [dataset]," https://databank.worldbank.org/source/world-development-indicators.
    UN COMTRADE Global Trade data
    Name
    UN COMTRADE Global Trade data
    Note
    Source: United Nations via World Integrated Trade Solution (WITS) Users must download the data directly from the Data URL provided below. See README for instructions.
    Access policy
    Data access requires human approval and is not included in the reproducibility package.
    License URL
    https://comtradeplus.un.org/LicenseAgreement
    Data URL
    https://wits.worldbank.org/WITS/WITS/Restricted/Login.aspx
    Citation
    United Nations. . "UN COMTRADE Global Trade data [dataset]," https://wits.worldbank.org/WITS/WITS/Restricted/Login.aspx, 2025.
    Trade in Value Added (TiVA) data
    Name
    Trade in Value Added (TiVA) data
    Note
    Source: OECD Data Explorer
    Access policy
    Data is publicly available and included in the reproducibility package
    License
    OECD Terms & Conditions
    License URL
    https://www.oecd.org/en/about/terms-conditions.html
    Data URL
    https://www.oecd.org/en/topics/sub-issues/trade-in-value-added.html
    Citation
    OECD. (n.d.). Trade in Value-Added (TiVA) Database [Data set]. Organisation for Economic Co-operation and Development. https://www.oecd.org/en/topics/sub-issues/trade-in-value-added.html
    Global Trade Analysis Project data
    Name
    Global Trade Analysis Project data
    Note
    Source: Purdue University Users must purchase the GTAP database from GTAP Center. See README for instructions.
    Access policy
    Data access requires purchase and is not included in the reproducibility package.
    License
    Custom license
    License URL
    https://www.gtap.agecon.purdue.edu/databases/documents/LicenseAgreement_v11.pdf
    Data URL
    https://www.gtap.agecon.purdue.edu/databases/v11
    Citation
    "Global Trade Analysis Project data [dataset]," V11.1, https://www.gtap.agecon.purdue.edu/databases/v11/.
    GTAP 11 Satellite database
    Name
    GTAP 11 Satellite database
    Note
    Source: United Nations Trade and Development Data Hub Data is restricted. Users may contact Alessandro Nicita (alessandro.nicita@unctad.org) for access
    Access policy
    Data access was granted directly to the study authors by the data managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom license
    License URL
    https://www.gtap.agecon.purdue.edu/databases/v11
    Data URL
    https://www.gtap.agecon.purdue.edu/databases/utilities/v11.aspx
    Citation
    United Nations Trade and Development Data Hub. . "GTAP 11 Satellite database [dataset]," V11.1, https://www.gtap.agecon.purdue.edu/databases/utilities/v11.aspx.
    Data statement

    Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Tariffs As Catalysts: The Potential Development Dividend
    Type
    Working Paper
    Title
    Tariffs As Catalysts: The Potential Development Dividend
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Alessandro Barattieri World Bank abarattieri@worldbank.org
    Aaditya Mattoo World Bank amattoo@worldbank.org
    Jose Signoret World Bank jsignoret@worldbank.org
    Date of production

    2026-01-08

    Scope and coverage

    Geographic locations
    Location Code
    World WLD

    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
    Alessandro Barattieri World Bank abarattieri@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

    2026-01-08

    Document version

    1

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