{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DECDI","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2026-09-03","version":"1"},"project_desc":{"authoring_entity":[{"name":"Thomas Romano","affiliation":"World Bank","email":"tromano@worldbank.org"},{"name":"Norman Loayza","affiliation":"World Bank","email":"nloayza@worldbank.org"},{"name":"Charlotte Nan Jiang","affiliation":"World Bank","email":"njiang1@worldbank.org"},{"name":"Arvind Jain","affiliation":"World Bank","email":"ajain7@worldbank.org"}],"title_statement":{"title":"Reproducibility Package For 2026 Update Of Worldwide Governance Indicators","idno":"FR_WLD_2026_749"},"data_statement":"Most data sources are publicly available and included in the reproducibility package. A small subset of sources requires purchase; however, the reproducibility package provides the necessary intermediate data so users can run the code and reproduce all results without needing access to the proprietary files. Additional documentation is provided for users who wish to obtain the original datasets. Please see the README file for more information. ","software":[{"name":"Stata","version":"19.0 MP"}],"scripts":[{"title":"Reproducibility package for Reproducibility Package For The 2026 Update Of Worldwide Governance Indicators","date":"2026-09","notes":"Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.","instructions":"See README in reproducibility package.","file_name":"FR_WLD_2026_749","zip_package":"FR_WLD_2026_749.zip","dependencies":"Stata dependencies are listed in the ado folder."}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"production_date":"2026-09-03","abstract":"Since 1996, the Worldwide Governance Indicators (WGI) have provided a leading global measure of governance perceptions, publishing annual composite indicators for over 200 economies across six dimensions: Voice and Accountability, Political Stability, Government Effectiveness, Regulatory Quality, Rule of Law, and Control of Corruption. The indicators draw on 35 cross-country data sources, including firm and household surveys as well as expert assessments.","geographic_units":[{"name":"World","code":"WLD"}],"output":[{"title":"WGI 2026 dataset","uri":"https:\/\/www.govindicators.org\/","type":"Dataset"}],"language":[{"name":"English","code":"EN"}],"technology_requirements":"Run time: 10 minutes","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":"MIT License","uri":"https:\/\/opensource.org\/license\/mit"},{"name":"World Bank IGO Rider","uri":"https:\/\/github.com\/worldbank\/metadata-editor\/blob\/main\/WB-IGO-RIDER.md"}],"contacts":[{"name":"Thomas Romano","affiliation":"World Bank","email":"tromano@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"Worldwide Governance Indicators Source Data","uri":"https:\/\/www.worldbank.org\/en\/publication\/worldwide-governance-indicators\/documentation#2","citation":"World Bank. (2026). Worldwide Governance Indicators Source Data [dataset]. https:\/\/www.worldbank.org\/en\/publication\/worldwide-governance-indicators\/documentation#2","note":"Located at: \"1.input\" folder\u2013 this folder contains 30 Excel files XXX.xlsx, where XXX is a three-letter code corresponding to each of the 35 WGI data sources. The Excel files contain the data from each source and are posted separately on the WGI website as well. The full list of the WGI data sources is available at the following link.","access_type":"Data is publicly available and included in the reproducibility package"},{"name":"Worldwide Governance Indicators Source Data - Commercial Sources","note":"Located in the \u201c1.input\/Commercial Sources\u201d folder, this section contains 5 Excel files named XXX.xlsx, where XXX is the three-letter code corresponding to each of the 35 WGI data sources. These Excel files include the data from each respective source and are also posted individually on the WGI website. A full list of WGI data sources is available at the following link. These 5 sources are accessible but require purchase. The package, therefore, includes the necessary intermediate data, allowing users to run the full package without needing to buy the original sources. In addition, each data source Excel file contains all the necessary details to obtain the full dataset.","access_type":"Data is limited-access, but intermediate data is included in the reproducibility package.\n","uri":"https:\/\/www.worldbank.org\/en\/publication\/worldwide-governance-indicators\/documentation#2","citation":"World Bank. (2026). Worldwide Governance Indicators Source Data - Commercial Sources [dataset]. https:\/\/www.worldbank.org\/en\/publication\/worldwide-governance-indicators\/documentation#2"}],"technology_environment":"Paper exhibits were reproduced on a computer with the following specifications:\n\u2022 OS: Windows 11 Enterprise\n\u2022 Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz\n\u2022 Memory available: 15.7 GB\n","reproduction_instructions":"To reproduce the indicators, a new user should:\n1. Open the `0. WGI master` do-file.\n2. Update the file path in the do-file.\n3. Run the code.","keywords":[{"name":"Governance"},{"name":"Policy Indicators"},{"name":"Voice And Accountability"},{"name":"Political Stability"},{"name":"Regulatory Quality"},{"name":"Government Effectiveness"},{"name":"Rule Of Law"},{"name":"Control Of Corruption"}]},"datacite":{"creators":[{"givenName":"Thomas","familyName":"Romano","nameType":"Personal","affiliation":[{"name":"World Bank Group","affiliationIdentifier":"https:\/\/ror.org\/02md09461","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Norman","familyName":"Loayza","nameType":"Personal","affiliation":[{"name":"World Bank Group","affiliationIdentifier":"https:\/\/ror.org\/02md09461","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Charlotte Nan","familyName":"Jiang","nameType":"Personal","affiliation":[{"name":"World Bank Group","affiliationIdentifier":"https:\/\/ror.org\/02md09461","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Arvind","familyName":"Jain","nameType":"Personal","affiliation":[{"name":"World Bank Group","affiliationIdentifier":"https:\/\/ror.org\/02md09461","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]}],"titles":[{"lang":"en","title":"Reproducibility package for Reproducibility Package For The 2026 Update Of Worldwide Governance Indicators"},{"title":"FR_WLD_2026_749","titleType":"Other"}],"publisher":"World Bank","publicationYear":"2026","types":{"resourceType":"Reproducibility package","resourceTypeGeneral":"Other"},"url":"https:\/\/reproducibility.worldbank.org\/index.php\/catalog\/study\/FR_WLD_2026_749","language":"en"},"tags":[{"tag":"DOI"},{"tag":"Open Code"},{"tag":"Open Data"}],"schematype":"script"}