{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2025-06-17","version":"1"},"project_desc":{"authoring_entity":[{"name":"Alev Gurbuz Cuneo","email":"agurbuz@worldbank.org","affiliation":"World Bank"},{"name":"Ana Maria Tribin Uribe","email":"atribinuribe@worldbank.org","affiliation":"World Bank"},{"name":"Yue Xi","email":"yxi@worldbank.org","affiliation":"World Bank"},{"name":"Tea Trumbic","email":"ttrumbic@worldbank.org","affiliation":"World Bank"}],"title_statement":{"idno":"FR_WLD_2024_257","title":"Reproducibility package for Women, Business and the Law 2024"},"production_date":"2025-01","abstract":"Women, Business and the Law 2024 introduces new measurements of progress toward legal gender\nequality in 190 economies. The 10th in a series, it presents two sets of data: Women, Business and the\nLaw 1.0 and an expanded version, Women, Business and the Law 2.0. For the first time, the assessment\ngoes beyond the laws on the books\u2014de jure\u2014to examine the frameworks supporting implementation\nof the law and to gauge experts\u2019 opinions on the outcome of the laws for women\u2014de facto. In doing\nso, it now covers 10 indicators: Safety, Mobility, Workplace, Pay, Marriage, Parenthood, Childcare,\nEntrepreneurship, Assets, and Pension.","geographic_units":[{"name":"World","code":"WLD"}],"output":[{"title":"Women, Business and the Law 2024","type":"World Bank Reports & Flagships","uri":"https:\/\/wbl.worldbank.org\/en\/wbl"}],"language":[{"name":"English","code":"EN"}],"datasets":[{"name":"Women, Business and the Law (WBL) 2024","note":"Source: World Bank\nFilename: WBL2024_RAW_Data.xlsx, WBL2024_ExpertOpinion_EOLevel_ToPublish.dta, WBL2024_RAW_Data_LegalFrameworks_1_0.xlsx","access_type":"Data is publicly available and included in the reproducibility package.","uri":"https:\/\/wblstg.worldbank.org\/en\/wbl-data"},{"name":"Women, Business and the Law (WBL) Reforms Data ","access_type":"Data is publicly available and included in the reproducibility package.","note":"Source: World Bank\nFilename: WBL-1971-2024-Reforms_Database.xlsx","uri":"https:\/\/wbl.worldbank.org\/en\/reforms"},{"note":"Source: World Bank\nFilename: WBL2024-Data-revisions-web.xlsx","access_type":"Data is publicly available and included in the reproducibility package.","name":"Women, Business and the Law (WBL) 2024 Revisions Data","uri":"https:\/\/wbl.worldbank.org\/en\/wbl-data"},{"note":"Source: World Bank\nFilename: WBL2024_Job_Restrictions_Data.xlsx","name":"Job Restrictions Data","uri":"https:\/\/wbl.worldbank.org\/en\/data\/exploretopics\/wbl_gpd","access_type":"Data is publicly available and included in the reproducibility package."},{"name":" Administrative boundaries","note":"Source: World Bank\nFilenames: WB_countries_Admin0_10m.cpg, WB_countries_Admin0_10m.dbf, WB_countries_Admin0_10m.prj, WB_countries_Admin0_10m.sbn, WB_countries_Admin0_10m.sbx, WB_countries_Admin0_10m.shp, WB_countries_Admin0_10m.shp.xml, WB_countries_Admin0_10m.shx, world.dta, world_shp.dta\n","access_type":"Data is publicly available and included in the reproducibility package.","uri":"https:\/\/datacatalog.worldbank.org\/search\/dataset\/0038272"}],"data_statement":"All data sources are publicly available and included in the reproducibility package.","software":[{"name":"Stata","version":"18 MP"},{"name":"R ","version":"4.3.2"}],"scripts":[{"file_name":"FR_WLD_2024_257","zip_package":"FR_WLD_2024_257.zip","title":"Reproducibility package for Women, Business and the Law 2024","date":"2025-06","dependencies":"All dependencies are included in \"renv.lock\" for the R code and the \"ado\" folder for the Stata code.","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank."}],"reproduction_instructions":"To successfully reproduce the analysis, follow these steps:\n1. Set the username and the global paths in lines 18 -19 of the dofile \u201cmain\u201d\n2. Run main do-file sequentially, and switch from 0 to 1 to run the following do-files in lines 57-60 of the dofile \u201cmain\u201d : \u201cWBL 2024_Report_DataCreation.do\u201d, \u201cWBL2024_Report_ES_Chapter1.do\u201d, \u201cWBL2024_Report_Chapter2.do\u201d, \u201cWBL2024_Report_Chapter3.do\u201d\n3. Open the R project and run the R Script \u201cWBL2024_Report_ES_Chapter3.R\u201d to produce the remaining graphs","technology_requirements":"~ 1 hour runtime","technology_environment":"Paper exhibits were reproduced in a computer with the following specifications:\n\u2022 OS: Windows 11 Enterprise, version 21H2\n\u2022 Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 16 Core(s)\n\u2022 Memory available: 15.7 GB\n\u2022 Software version: Stata 18, R 4.3.2","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\/"}],"contacts":[{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"},{"affiliation":"World Bank","name":"Alev Gurbuz Cuneo","email":"agurbuz@worldbank.org"}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}]},"tags":[{"tag":"DOI"},{"tag":"Open Code"},{"tag":"Open Data"}],"schematype":"script"}