{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2024-08-26","version":"1"},"project_desc":{"authoring_entity":[{"name":" Faisal Baig","email":"mbaig5@worldbank.org","affiliation":"World Bank"},{"name":"Zahid Hasnain","affiliation":"World Bank","email":"zhasnain@worldbank.org"},{"name":"Daniel Rogger","affiliation":"World Bank","email":"drogger@worldbank.org"},{"name":"Turkan Mukhtarova","email":"tmukhtarova@worldbank.org","affiliation":"World Bank"},{"name":"Flavia Giannina Sacco Capurro","email":"fsaccocapurro@worldbank.org","affiliation":"World Bank"}],"output":[{"type":"Dataset","title":"Worldwide Bureaucracy Indicators (WWBI) \u2013 Version 3.0","uri":"https:\/\/datacatalog.worldbank.org\/int\/search\/dataset\/0038132\/Worldwide%20Bureaucracy%20Indicators?version=3","authors":"Faisal Baig, Zahid Hasnain, Dan Rogger, Turkan Mukhtarova"}],"datasets":[{"name":"Brazil Household and Labor Force Survey Data, Harmonized by the World Bank International Income Distribution Database","access_type":"Data is included in the reproducibility package","note":"Data was accessed in March 2022. Data files: \"ALL IN ONE_7_BRA.dta\", \"ALL IN ONE_7_BRA_s2000.dta\", \"LAC_BRAZIL.dta\"."},{"name":"Wage Compression Ratios in Public Sector from the International Comparison Program (ICP) 2017 Cycle Data for Researchers","access_type":"Data is included in the reproducibility package","note":"Data was accessed in June 2022. Data file: \"ICP_data.dta\"."},{"name":"Public Sector Wage Bill from the IMF Government Compensation and Employment Dataset","note":"Data was accessed in February 2021. Data file: \"wage_bill (2000-2020).dta\".","access_type":"Data is included in the reproducibility package"}],"software":[{"name":"Stata","version":"18.0 MP"}],"scripts":[{"file_name":"FR_WLD_2023_44","zip_package":"FR_WLD_2023_44.zip","title":"Reproducibility package (code and data) for The Worldwide Bureaucracy Indicators (WWBI) \u2013 Version 3.0 \u2013 Subsample for Brazil - 2015 and Wage Bill Indicators","dependencies":"All Stata dependencies are included in the folder \"do-files\/ado\".","instructions":"See README in the reproducibility package ","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank. "}],"title_statement":{"idno":"FR_WLD_2023_44","title":"Reproducibility package for The Worldwide Bureaucracy Indicators (WWBI) \u2013 Version 3.0 \u2013 Subsample for Brazil - 2015 and Wage Bill Indicators"},"production_date":"2022-01","abstract":"The Worldwide Bureaucracy Indicators (WWBI) database is a unique cross-national dataset on public sector employment and wages that aims to fill an information gap, thereby helping researchers, development practitioners, and policymakers gain a better understanding of the personnel dimensions of state capability, the footprint of the public sector within the overall labor market, and the fiscal implications of the public sector wage bill. The dataset is derived from administrative data and household surveys, thereby complementing existing, expert perception-based approaches.\nThe WWBI includes 192 indicators that are estimated from microdata drawn from the labor force and household welfare surveys and augmented with administrative data for 202 economies in five categories: the demographics of the private and public sector workforces; public sector wage premiums; relative wages and pay compression ratios, gender pay gaps; and the public sector wage bill. The micro and administrative data utilized in the construction of the WWBI are drawn from data catalogs housing surveys conducted by national statistical organizations (NSO) or multilateral organization data teams. Together, these provide an important, albeit narrow, picture of the skills and incentives of bureaucrats. Indicators on public employment track key demographic characteristics including the size of the public sector workforce (in absolute and relative numbers), their age, and distributions across genders, industries, income quintiles, and academic qualifications. Variables on compensation capture both the competitiveness of public sector wages (compared to the private sector) as well as wage differentials across industry or occupation of employment, genders, education, and income quintiles within the public and private sectors as well as pay compression ratios in public and private sectors. The indicators on the size of the wage bill offer a glimpse into the structure and affordability of the public sector within the larger economy.","geographic_units":[{"name":"World","code":"WLD"}],"data_statement":"Data is included in the reproducibility package.","technology_requirements":"Runtime: 1.5 hours","reproduction_instructions":"Update the global path in line 19 of \"do-files\/0_master.do\" and run the do-file.","technology_environment":"Results were reproduced on a computer with the following specifications:\n\u2022 OS: Windows 10 Enterprise\n\u2022 Processor: Intel(R) Xeon(R) Gold 6132 CPU @ 2.60GHz 2.60 GHz (2 processors)\n\u2022 Memory available: 128 GB\n\u2022 Software version: Stata 18 MP","repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/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\/"}],"contacts":[{"name":"Flavia Giannina Sacco Capurro","affiliation":"World Bank","email":"fsaccocapurro@worldbank.org"},{"name":"Reproducibility WBG","email":"reproducibility@worldbank.org","affiliation":"World Bank"}]},"tags":[{"tag":"DOI"}],"schematype":"script"}