{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG ","role":"Verification and preparation of metadata","abbr":"DIME","affiliation":"World Bank - Development Impact Department "}],"version":"1","prod_date":"2024-03"},"project_desc":{"authoring_entity":[{"name":"Gustavo Canavire-Bacarreza","email":"gcanavire@worldbank.org","affiliation":"World Bank"},{"name":"Ronald A. Cueva","email":"rcuevac1@illinois.edu","affiliation":"University of Illinois Urbana-Champaign"},{"name":"Mar\u00eda E. D\u00e1valos","affiliation":"World Bank","email":"mdavalos@worldbank.org"}],"output":[{"title":"Beyond the Usual Understanding the Multidimensional Nature of Job Quality in Bolivia\u2019s Labor Market ","authors":"Gustavo Canavire-Bacarreza, Ronald A. Cueva, Mar\u00eda E. D\u00e1valos","doi":"https:\/\/doi.org\/10.1596\/1813-9450-10702","uri":"http:\/\/documents.worldbank.org\/curated\/en\/099348302132436280\/IDU18b26459614fd01419e187b114ef9dc2c94ee","type":"Working Paper","description":"Policy Research Working Paper (PRWP) 10702"}],"datasets":[{"name":"Bolivia Household Survey","access_type":"Published with package","note":"Source: Instituto Nacional de Estad\u00edstica Bolivia","uri":"https:\/\/www.ine.gob.bo\/index.php\/censos-y-banco-de-datos\/censos\/bases-de-datos-encuestas-sociales\/"},{"name":"Bolivia's shape files ","access_type":"Published with package","uri":"https:\/\/data.humdata.org\/dataset\/cod-ab-bol?"}],"software":[{"name":"Stata","version":"18"},{"name":"R","version":"4.2"}],"title_statement":{"idno":"RR_BOL_2024_92-v02","title":"Reproducibility package for Beyond the Usual Understanding the Multidimensional Nature of Job Quality in Bolivia\u2019s Labor Market "},"acknowledgment_statement":"This paper is a product of the Poverty and Equity Global Practice. It is part of a larger effort by the World Bank to provide open access to its research and make a contribution to development policy discussions around the world. Policy Research Working Papers are also posted on the Web at http:\/\/www.worldbank.org\/prwp. The authors may be contacted at gcanavire@worldbank.org, mdavalos@worldbank.org, and rcuevac1@illinois.edu. ","production_date":"2024-03","abstract":"Job quality can impact workers\u2019 productivity and contribute to societal well-being. To analyze the evolution of job quality in Bolivia, this paper employs Bolivian household survey data spanning 2007 to 2021 to construct a synthetic job quality index. The index incorporates a broad definition of a good job, encompassing six dimensions: adherence to regulations, working conditions, establishment of an appropriate wage-job linkage, productive usage and adaptability of skills, availability of career opportunities, and employment resilience. The findings indicate that job quality in Bolivia has mostly remained incessant, exhibiting limited change even during periods of high growth in economic output. However, this result masks heterogeneities, with significant variation in job quality associated with workers\u2019 demographic and job-specific characteristics and across regions.","geographic_units":[{"name":"Bolivia","code":"BOL","type":"Country"}],"keywords":[{"name":"Labor Market"},{"name":"Principal Component Analysis"},{"name":"Job Quality"},{"name":"Bolivia"}],"topics":[{"id":"J21","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Labor Force and Employment, Size, and Structure","parent_id":"J2"},{"id":"J26","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Retirement \u2022 Retirement Policies","parent_id":"J2"},{"id":"J28","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Safety \u2022 Job Satisfaction \u2022 Related Public Policy","parent_id":"J2"},{"id":"J81","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Working Conditions","parent_id":"J8"}],"language":[{"name":"English","code":"EN"}],"data_statement":"All data used in the study is publicly available and can be found in the reproducibility package. The analysis relies on Household Surveys for Bolivia between 2007-2021, present in the reproducibility package. ","scripts":[{"file_name":"RR_BOL_204_92-v02.zip","zip_package":"RR_BOL_204_92-v02.zip","title":"Reproducibility package (data and code) for Beyond the Usual: Understanding the Multidimensional Nature of Job Quality in Bolivia\u2019s Labor Market","date":"2024-03","description":"The code in this folder generates the tables and figures in the paper Beyond the Usual: Understanding the Multidimensional Nature of Job Quality in Bolivia\u2019s Labor Market\u201d by Gustavo Canavire-Bacarreza; Ronald A. Cueva; and Mar\u00eda E. D\u00e1valos","dependencies":" All dependencies are stored in the ado folder. ","instructions":"See README in reproducibility package.","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank."}],"reproducibility_status":{"type":"Data: All data sources are publicly available and included in the package; Code: All code files (from cleaning to analysis) are included in the package;   Outputs: All outputs are generated by code included in the reproducibility package;  Reproducibility verification: Reviewers had access to the same materials in the public package"},"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_environment":"Paper exhibits were attempted to be reproduced in 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\u2013 Software version: Stata version 18, R 4.2","technology_requirements":"~4 hours runtime","reproduction_instructions":"To run the script, new users only need to change the directory of the Main do file and the R script.","license":[{"name":"Modified BSD3","uri":"https:\/\/opensource.org\/license\/bsd-3-clause\/"}],"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.","contacts":[{"name":"Ronald A. Cueva","affiliation":"University of Illinois Urbana-Champaign","email":"rcuevac1@illinois.edu"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}]},"tags":[{"tag":"DOI"}],"schematype":"script"}