Developing countries are navigating a rapidly evolving climate policy environment that can significantly impact their trade flows. Climate policies, primarily led by developed nations, aim to mitigate climate change by promoting low-carbon products ad energy efficiency, favoring firms that adopt greener production processes. This shift increases demand for green technologies and critical materials, while reducing opportunities for less carbon-competitive firms. The report explores the complex interactions between climate change, trade competitiveness, and climate mitigation policies. It provides scenarios modeling the impacts on trade under different levels of global climate mitigation efforts and analyzes trade exposure to selected climate policies of the European Union, United States, and China. It aims to guide developing countries in prioritizing climate and trade-related reforms, supporting sectors with potential for expansion, and addressing challenges in sectors with declining demand. The adjustment to a new policy environment is facilitated by a reduction of barriers to trade in environmental goods and services, developing quality infrastructure for compliance with more stringent environmental regulations, innovation, technological transfers, and climate finance.
Repository name | URI |
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Reproducible Research Repository (World Bank) | https://reproducibility.worldbank.org |
Paper exhibits were reproduced in a computer with the following specifications:
• OS: Windows 11 Enterprise, version 21H2
• Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 16 Core(s)
• Memory available: 15.7 GB
• Software version: Stata 18, Microsoft Excel 360
~30 minutes runtime
Most of the data used in this reproducibility package is restricted. Due to periodic updates to the underlying WITS database, data for EV Components product code 854800 under HS1996 is no longer available. As a result, users will not be able to fully reproduce the project without access to this data. Users must obtain access to the necessary data before running the code. Once the data is available, follow these steps to reproduce the results:
After placing the data in the folder:
Since all the data is not included, the package includes the results produced by replicators in the "Output" folder. These files can be used to review the results presented in the paper.
Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.
Author | Affiliation | |
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Maryla Maliszewska | World Bank | mmaliszewska@worldbank.org |
Iryna Sikora | World Bank | isikora@worldbank.org |
Paul Brenton | N.A | paulabrenton@yahoo.com |
Vicky Chemutai | World Bank | vchemutai@worldbank.org |
Maksym Chepeliev | Purdue University | mchepeli@purdue.edu |
2025-05-12
Location | Code |
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United States of America | USA |
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.
Name | URI |
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Modified BSD3 | https://opensource.org/license/bsd-3-clause/ |
Name | Affiliation | |
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Maryla Maliszewska | World Bank | mmaliszewska@worldbank.org |
Reproducibility WBG | World Bank | reproducibility@worldbank.org |
Name | Abbreviation | Affiliation | Role |
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Reproducibility WBG | DIME | World Bank - Development Impact Department | Verification and preparation of metadata |
2025-05-12
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