{"type":"script","doc_desc":{"prod_date":"2024-08","version":"1"},"project_desc":{"title_statement":{"title":"Reproducibility package for Greening Global Trade: Policy Priorities for Developing Countries","idno":"FR_WLD_2024_177"},"datasets":[{"name":"Computable General Equilibrium (CGE) simulations, low, medium and high income countries","access_type":"Published with the package","uri":"https:\/\/www.gtap.agecon.purdue.edu\/uploads\/resources\/download\/12384.pdf","note":"Source: GTAP center.\nThe simulations have been performed by the GTAP center. The spreadsheets with the results and charts are included in the package. Access to the code for CGE requires a subscription\/payment. All these results are also reported in the background paper by Chepeliev et. al (2024) available at the following link. \nLocated at: TC2_CGE results.xlsx, produced Figure E1, Figure 3 (sheet: exp_LMY (chart)), Figure 2 (sheet: xp_hic (chart)), Figure 4 (GVC_electronics (chart)) \n"},{"note":"Source: Produced by the authors with information from Chepeliev and Corong (2022) and Chepeliev et al. (2022). Exports of CBAM-affected products are from the World Bank\u2019s World Integrated Trade Solution Data, described below, and a list of the CBAM-related products at HS 6-digit level is provided in the Annex 1 of the EU CBAM legislation in the link below. \nLocated at: TC2_CBAM_exposure_index.xlsx (Figure 7), this file illustrates the carbon emissions of each CBAM product in Scope 1 and 2. It serves to calculate potential embodied carbon payment at USD 100 per CO2 ton. The authors computed different calculations to arrive at the CBAM exposure index. More details on the construction can be found in the README file.","access_type":"Published with the package","name":"CBAM-related products","uri":"https:\/\/data.consilium.europa.eu\/doc\/document\/PE-7-2023-INIT\/en\/pdf. "},{"note":"Source: World Bank\u2019s World Integrated Trade Solution. \nLocated at: \nTC2_CBAM_exposure_index.xlsx (Figure 7), Exports at HS 6-digit level, \nTC2_Renewable.xlsx contains countries' exports to China, EU27, the US, and the Rest of the World in 2022. (Figure 8),\nTC2_EV.xlsx contains countries' EV exports to China, EU27, the US, and the Rest of the World in 2022 (Figure 9), \nTC2_CM.xlsx contains countries\u2019 critical mineral exports to China, EU27, the US, and the Rest of the World in 2022. (Figure 10), and\nTC2_EUDR.xlsx illustrates countries\u2019 exports of EUDR products to the EU and the World in 2022 (Figure 12).\nThe data in these files is licensed and does not permit republication. However, each Excel file includes a list of codes used to create these figures. Users can access the data by visiting the following link, creating an account, and downloading the exports for the codes listed in the Excel files. The Excel files contain only the exact figures shown in the paper, plus the mentioned codes.\n","access_type":"Licensed and not included in the reproducibility package","name":" World Integrated Trade Solution Data","uri":"https:\/\/wits.worldbank.org\/WITS\/WITS\/Restricted\/Login.aspx"},{"name":"Eora Global Supply Chain Database","access_type":"Confidential and not included in the reproducibility package","note":"Source: Baldwin, Freeman, and Theodorakopoulos, 2023 and Eora Global Supply Chain Database.\nThis is a subset of the GVC exposure indicator that was constructed by using licensed EORA data and methodology (Baldwin, Freeman, and Theodorakopoulos, 2023). The entire dataset and constructed indicator are confidential. \nLocated at: GVC Exposure  Indicator.dta and TC2_GVC Exposure Indicator_textile.xlsx (Figure 13).","uri":"Baldwin, Freeman, and Theodorakopoulos, 2023: https:\/\/www.nber.org\/system\/files\/working_papers\/w31820\/w31820.pdf,  EORA: https:\/\/www.worldmrio.com\/"},{"name":"Global Trade Analysis Project Data Base","access_type":"Licensed and not included in the reproducibility package","note":"Source: Global Trade Analysis Project is the GTAP Data Base. Chepeliev and Corong (2022) and Chepeliev et al. (2022).\nComprises 9 sheets: Exports 2019, CO2 all scopes, N2O all scopes, Methane all scopes, Emissions CO2, Emissions N2O, Emissions Methane, Emissions All and chart.\nLocated at: TC2_Emission Scenario.xlsx  shows emission data by country (Figure 15) and,\nTC2_GTAP Sectors Exports and Emissions.xlsx sheet contains data about CO2 Emissions, N2O Emissions, and Methane Emissions (Figure 16).","uri":"https:\/\/www.gtap.agecon.purdue.edu\/databases\/v11\/"}],"authoring_entity":[{"name":"Paul Brenton","affiliation":"World Bank"},{"name":"Vicky Chemutai","email":"vchemutai@worldbank.org","affiliation":"World Bank"},{"email":"mmaliszewska@worldbank.org","name":"Maryla Maliszewska","affiliation":"World Bank"},{"affiliation":"World Bank","name":"Iryna Sikora ","email":"isikora@worldbank.org"}],"output":[{"type":"World Bank Reports & Flagships","title":"Greening Global Trade: Policy Priorities for Developing Countries ","authors":"Paul Brenton, Vicky Chemutai, Maryla Maliszewska, and Iryna Sikora "}],"software":[{"name":"Excel","version":"Microsoft Excel for Microsoft 365 MSO"}],"scripts":[{"file_name":"FR_WLD_2024_177.zip","zip_package":"FR_WLD_2024_177.zip","title":"Reproducibility package (partial data and Excel files) for Greening Global Trade: Policy Priorities for Developing Countries","date":"2024-08","instructions":"See README in reproducibility package.","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank."}],"production_date":"2024-08","abstract":"Climate change\u2014and efforts to fight it\u2014will dramatically reshape global trade and investment flows. Developing countries, home to most of the world\u2019s poor, face the twin challenge of mitigating and adapting to climate change while fulfilling their obligation to deliver a brighter future to their citizens in the form of more and better jobs, higher incomes, and improved health care and education. These two goals are compatible and can be mutually reinforcing. And trade can be part of the solution. With almost 30 percent of global GHG emissions arising from the production, associated deforestation and transport of exported and imported goods and services, decarbonizing trade while adapting to the changing climate is a global priority.","geographic_units":[{"name":"World","code":"WLD","type":"Region"}],"language":[{"name":"English","code":"EN"}],"data_statement":"Some data is confidential and has not been included in the reproducibility package. For more details, please refer to the README file.","technology_environment":"Paper exhibits were reproduced on a computer with the following specifications:\n\u2013 OS: Windows 11 Enterprise\n\u2013 Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz\n\u2013 Memory available: 15.7 GB\n\u2013Software version: Microsoft Excel for Microsoft 365 MSO (Version 2308 Build 16.0.1.16731.20542) 64-bit","technology_requirements":"No other technology requirements","reproduction_instructions":"To successfully replicate this package, users must follow the instructions available in the README file. Please note that users won't be able to replicate Figures 13 and 16 because the data used to construct them is confidential and cannot be shared. The package does not include code, and the outputs are generated in Excel.","contacts":[{"name":"Iryna Sikora","affiliation":"World Bank","email":"isikora@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"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.","license":[{"name":"Modified BSD3","uri":"https:\/\/opensource.org\/license\/bsd-3-clause\/"}]},"tags":[{"tag":"DOI"},{"tag":"Open code"},{"tag":"Restricted data"}],"schematype":"script"}