{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DECDI","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2025-03-07","version":"1"},"project_desc":{"authoring_entity":[{"name":"Paola Ballon","affiliation":"World Bank","email":"pballon@worldbank.org","role":"Author"},{"name":"Omar Alburqueque","affiliation":"World Bank","email":"oalburquequechav@worldbank.org","role":"Author"},{"name":"Sophie Mitra","affiliation":"Fordham University","role":"Contributor - Code Review and Supervision","email":"mitra@fordham.edu"},{"name":"Jaclyn Yap","affiliation":"Individual Consultant","email":"jackiea.yap@gmail.com","role":"Contributor - Code"},{"name":"Kaviyarasan Patchaiappan","affiliation":"Prasho","email":"kavi.p@prasho.org","role":"Contributor - Code"},{"name":"Katherine Theiss","affiliation":"Fordham University","email":"ktheiss@fordham.edu","role":"Contributor - Code"},{"name":"Monica Pinilla-Roncancio","affiliation":"Universidad de los Andes","email":"mv.pinilla@uniandes.edu.co","role":"Contributor - Code"},{"name":"Gustavo Cedeno Ocampo","affiliation":"Universidad de los Andes","email":"g.cedeno@uniandes.edu.co","role":"Contributor - Code"},{"name":"Bradley Carpenter","affiliation":"South African Medical Research Council","email":"Bradley.Carpenter@mrc.ac.za","role":"Contributor - Code"}],"title_statement":{"title":"Reproducibility package for Disability Data Hub Databank: April 2025 Portal","idno":"FR_WLD_2025_283"},"data_statement":"Some data is restricted, and none of the data has been included in the reproducibility package. For more details, please refer to the README file.","software":[{"name":"Stata","version":"18.0 MP"}],"scripts":[{"title":"Reproducibility package for Disability Data Hub Databank: April 2025 Portal","date":"2025-03","notes":"Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.","instructions":"See README in reproducibility package.","file_name":"FR_WLD_2025_283","zip_package":"FR_WLD_2025_283.zip","dependencies":"All dependencies are stored in the ado folder."}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"production_date":"2025-03-07","abstract":"By providing standardized disability prevalence metrics, the DDH databank offers a comprehensive perspective on disability in countries. The Databank includes comparable prevalence estimates aligned with the six functional domains defined by the Washington Group Short Set: vision, hearing, mobility, cognition, self-care, and communication. In addition, the DDH Databank enables the assessment of disparities by presenting human development outcomes disaggregated by disability status. These indicators, which cover education, employment, and other dimensions of well-being, allow for a more complete picture of the challenges faced by persons with disabilities across different countries and contexts.","geographic_units":[{"name":"World","code":"WLD","type":"Region"}],"keywords":[{"name":"Disability"},{"name":"Washington Group Short Set"},{"name":"Disability Prevalence"},{"name":"Human Development"}],"topics":[{"id":"I14","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Health and Inequality","parent_id":"I1"},{"id":"I31","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"General Welfare; Well-Being","parent_id":"I3"},{"id":"J14","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Economics of the Disabled and Disadvantaged; Non-Labor Market Discrimination","parent_id":"J1"}],"output":[{"type":"Dataset","description":"Disability Data Hub Databank: April 2025 Portal","title":"Disability Data Hub Databank: April 2025 Portal","authors":"Paola Ballon, Omar Alburqueque","uri":"https:\/\/disabilitydata.worldbank.org\/en\/home"}],"language":[{"name":"English","code":"EN"}],"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":"Paola Ballon","affiliation":"World Bank","email":"pballon@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"Harmonized Household Surveys Data","uri":"https:\/\/datalibweb2.worldbank.org\/home","access_type":"Data requires purchase or human approval and is not included in the reproducibility package.","note":"Source: World Bank - Datalibweb. Datasets were consulted through Datalibweb, which is exclusively available to World Bank Group employees. If you are an employee, you can access Datalibweb to obtain the necessary databases. For more details on required databases, refer to DDH_databank_microdata_access.xlsx. Datasets consulted via Datalibweb: Afghanistan - Living Conditions Survey (LCS), 2016-2017; Bangladesh - Household Income and Expenditure Survey (HIES), 2016; Bhutan - Bhutan Living Standards Survey (BLSS), 2017; Bosnia and Herzegovina - Household Budget Survey (HBS), 2015; Chad - Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages (EHCVM), 2018; Comoros - Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages (EHCVM), 2020; Djibouti - Enqu\u00eate aupr\u00e8s des M\u00e9nages (EDAM), 2017; Eswatini - Household Income and Expenditure Survey (HIES), 2016; Gabon - Enqu\u00eate Gabonaise pour l'\u00c9valuation et le Suivi de la Pauvret\u00e9 (EGEP), 2017; Guinea - Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages (EHCVM), 2018; Lesotho - Continuous Multipurpose Household Survey \/ Household Budget Survey (CMSHBS), 2017; Pakistan - Labor Force Survey (LFS), 2020; Palestine - Household Income and Expenditure Survey (HIES), 2009; Sri Lanka - Labor Force Survey (LFS), 2021; Zimbabwe - Poverty, Income, Consumption and Expenditure Survey (PICES), 2017. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","license":"Custom License: World Bank Staff","citation":"World Bank. 2025. \"Harmonized Household Surveys Data\" [dataset]. Datalibweb. https:\/\/datalibweb2.worldbank.org\/home. Accessed March 2025."},{"name":"Integrated Public Use Microdata Series (IPUMS)","uri":"https:\/\/international.ipums.org\/international\/","license":"IPUMS International Terms of Use","license_uri":"https:\/\/international.ipums.org\/international\/terms.shtml","access_type":"Data is publicly available but does not allow redistribution.","citation":"Steven Ruggles, Lara Cleveland, Rodrigo Lovaton, Sula Sarkar, Matthew Sobek, Derek Burk, Dan Ehrlich, Quinn Heimann, Jane Lee, and Nate Merrill. Integrated Public Use Microdata Series, International: Version 7.6 [dataset]. Minneapolis, MN: IPUMS, 2025. https:\/\/doi.org\/10.18128\/D020.V7.6. Accessed March 2025.","note":"Source: IPUMS International. To download the data, users must create an account at the provided link. After approval, they should select all relevant variables for the required countries. Datasets consulted via IPUMS: Mauritius (2011); Morocco (2014); Myanmar (2014); Senegal (2013); South Africa (2011, 2016); Suriname (2012); Tanzania (2012); Uganda (2014); Uruguay (2011); Vietnam (2019). After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. "},{"name":"Demographic and Health Survey (DHS)","uri":"https:\/\/dhsprogram.com\/data\/","license":"Conditions of Use for The DHS Program datasets","license_uri":"https:\/\/dhsprogram.com\/Privacy-Policy.cfm","access_type":"Data access requires human approval and is not included in the reproducibility package.","note":"Source: Demographic and Health Survey (DHS) Program. Datasets consulted via DHS: Cambodia (2021-2022); Haiti (2016-2017); Kenya (2022); Maldives (2009); Mali (2018); Mauritania (2019-2021); Nepal (2022); Nigeria (2018); Pakistan (2017-2018); Rwanda (2019-2020); Senegal (2018); South Africa (2016); Tanzania (2022); Timor Leste (2016); Uganda (2016). Direct links for every dataset are included in the file DDH_databank_microdata_access.xlsx. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"DHS Program. 2025. \"Demographic and Health Survey (DHS)\" [dataset]. https:\/\/dhsprogram.com\/data. Accessed March 2025."},{"name":"Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages 2018-2019 - Benin","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/4291\/get-microdata","license":"Public use files","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use#public_use","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Institut National de la Statistique et de l'Analyse \u00c9conomique (INSAE), consulted through the World Bank Microdata Library. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Institut National de la Statistique et de l'Analyse \u00c9conomique (INSAE). 2019. \"Enqu\u00eate Harmonis\u00e9e sur les Conditions de Vie des M\u00e9nages (EHCVM) 2018-2019 - Benin\" [dataset]. World Bank Microdata Library. https:\/\/microdata.worldbank.org\/index.php\/catalog\/4291\/get-microdata. Accessed March 2025."},{"name":"Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages 2018-2019 - C\u00f4te d'Ivoire","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/4292\/study-description#citations_section","license":"Public use files","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use#public_use","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Institut National de la Statistique (INS), consulted through the World Bank Microdata Library. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Institut National de la Statistique (INS). 2019. \"Enqu\u00eate Harmonis\u00e9e sur les Conditions de Vie des M\u00e9nages (EHCVM) 2018-2019 - C\u00f4te d'Ivoire\" [dataset]. World Bank Microdata Library. https:\/\/microdata.worldbank.org\/index.php\/catalog\/4292\/study-description#citations_section. Accessed March 2025."},{"name":"Socioeconomic Survey 2018-2019 - Ethiopia","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/3823\/get-microdata","license":"Public use files","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use#public_use","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Central Statistics Agency of Ethiopia, consulted through the World Bank Microdata Library. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Central Statistics Agency of Ethiopia. 2019. \"Socioeconomic Survey 2018-2019 - Ethiopia\" [dataset]. World Bank Microdata Library. https:\/\/microdata.worldbank.org\/index.php\/catalog\/3823\/get-microdata. Accessed March 2025."},{"name":"Survey of Water, Sanitation, and Hygiene for Households and Schools 2017 - Tajikistan","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/2985\/get-microdata","license":"Public use files","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use#public_use","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: International Bank for Reconstruction and Development, consulted through the World Bank Microdata Library. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"International Bank for Reconstruction and Development. 2017. \"Survey of Water, Sanitation, and Hygiene for Households and Schools 2017 - Tajikistan\" [dataset]. World Bank Microdata Library. https:\/\/microdata.worldbank.org\/index.php\/catalog\/2985\/get-microdata. Accessed March 2025."},{"name":"Enqu\u00eate Harmonis\u00e9e sur le Conditions de Vie des M\u00e9nages 2018-2019 - Togo","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/4298\/get-microdata","license":"Public use files","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use#public_use","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Institut National de la Statistique et des Etudes Economiques et D\u00e9mographiques (INSEED), consulted through the World Bank Microdata Library. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Institut National de la Statistique et des \u00c9tudes \u00c9conomiques et D\u00e9mographiques (INSEED). 2019. \"Enqu\u00eate Harmonis\u00e9e sur les Conditions de Vie des M\u00e9nages (EHCVM) 2018-2019 - Togo\" [dataset]. World Bank Microdata Library. https:\/\/microdata.worldbank.org\/index.php\/catalog\/4298\/get-microdata. Accessed March 2025."},{"name":"Encuesta de Hogares (EH) 2021 - Bolivia","uri":"https:\/\/anda.ine.gob.bo\/index.php\/catalog\/93\/get-microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Instituto Nacional de Estad\u00edstica. To download the data the user needs to go to the following link, register and request access to the data. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Instituto Nacional de Estad\u00edstica (INE). 2021. \"Encuesta de Hogares (EH) 2021 - Bolivia\" [dataset]. https:\/\/anda.ine.gob.bo\/index.php\/catalog\/93\/get-microdata. Accessed March 2025.","license":"Custom License"},{"name":"Population and Housing Census (NSO) 2021 - Ghana","uri":"https:\/\/microdata.statsghana.gov.gh\/index.php\/catalog\/110\/get-microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Ghana Statistical Service. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Ghana Statistical Service. (2021). Population and Housing Census (2021 PHC) [dataset], Version 1.0 of the public use dataset (August 2022), provided by the National Data Archive, https:\/\/microdata.statsghana.gov.gh\/index.php\/catalog\/110\/get-microdata. Accessed March 2025.","license_uri":"https:\/\/microdata.statsghana.gov.gh\/index.php\/catalog\/110\/study-description#metadata-data_access","license":"Public use files"},{"name":"Censo Nacional de Poblaci\u00f3n y Vivienda (NSO) 2018 - Guatemala","uri":"https:\/\/censo2018.ine.gob.gt\/descarga","access_type":"Data is publicly available, but it is not included in the reproducibility package. ","note":"Source: Instituto Nacional Estadistico de Guatemala. Data is publicly available and redistributable, but since most of the data is limited-access or not redistributable, this dataset is not included in the reproducibility package. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Instituto Nacional de Estad\u00edstica (INE). 2018. \"Censo Nacional de Poblaci\u00f3n y Vivienda 2018 - Guatemala\" [dataset]. https:\/\/censo2018.ine.gob.gt\/descarga. Accessed March 2025.","license":"Open Access"},{"name":"Pesquisa Nacional por Amostra de Domic\u00edlios Cont\u00ednua (PNADC) - 2022","uri":"https:\/\/www.ibge.gov.br\/en\/statistics\/social\/labor\/18083-annual-dissemination-pnadc3.html?edicao=37314&t=downloads","access_type":"Data is publicly available, but does not allow redistribution.","note":"Source: Instituto Brasileiro de Geografia e Estat\u00edstica. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Instituto Brasileiro de Geografia e Estat\u00edstica (IBGE). 2022. \"Pesquisa Nacional por Amostra de Domic\u00edlios Cont\u00ednua (PNADC) 2022\" [dataset]. https:\/\/www.ibge.gov.br\/en\/statistics\/social\/labor\/18083-annual-dissemination-pnadc3.html?edicao=37314&t=downloads. Accessed March 2025.","license":"Custom License"},{"name":"Encuesta de Caracterizaci\u00f3n Socioecon\u00f3mica Nacional (CASEN) 2017 - Chile","uri":"https:\/\/observatorio.ministeriodesarrollosocial.gob.cl\/encuesta-casen-2017","access_type":"Data is publicly available, but it is not included in the reproducibility package. ","note":"Source: Ministerio de Desarrollo Social y Familia. Data is publicly available and redistributable, but since most of the data is limited-access or not redistributable, this dataset is not included in the reproducibility package. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","license":"Open Access","citation":"Ministerio de Desarrollo Social y Familia. 2017. \"Encuesta de Caracterizaci\u00f3n Socioecon\u00f3mica Nacional (CASEN) 2017 - Chile\" [dataset]. https:\/\/observatorio.ministeriodesarrollosocial.gob.cl\/encuesta-casen-2017. Accessed March 2025."},{"name":"Gran Encuesta Integrada de Hogares (GEIH) 2022 - Colombia","uri":"https:\/\/microdatos.dane.gov.co\/index.php\/catalog\/771\/get-microdata","access_type":"Data is publicly available, but it is not included in the reproducibility package. ","note":"Source: Departamento Administrativo Nacional de Estad\u00edstica. Data is publicly available and redistributable, but since most of the data is limited-access or not redistributable, this dataset is not included in the reproducibility package. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Departamento Administrativo Nacional de Estad\u00edstica (DANE). 2022. \"Gran Encuesta Integrada de Hogares (GEIH) 2022 - Colombia\" [dataset]. https:\/\/microdatos.dane.gov.co\/index.php\/catalog\/771\/get-microdata. Accessed March 2025.","license":"Open Access"},{"name":"Population and Housing Census (NSO) 2019 - Kenya","uri":"https:\/\/statistics.knbs.or.ke\/nada\/index.php\/catalog\/116\/get-microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Kenya National Data Archive. For file locations and structure in the package please see the file file_structure.txt in the reproducibility package.","citation":"Kenya National Bureau of Statistics (KNBS). 2019. \"Population and Housing Census 2019 - Kenya\" [dataset]. https:\/\/statistics.knbs.or.ke\/nada\/index.php\/catalog\/116\/get-microdata. Accessed March 2025.","license":"Custom License"},{"name":"Census of Population and Housing 2020 - Mexico","uri":"https:\/\/en.www.inegi.org.mx\/programas\/ccpv\/2020\/#microdata","license":"INEGI's Term of Use","license_uri":"https:\/\/en.www.inegi.org.mx\/inegi\/terminos.html","access_type":"Data is publicly available, but it is not included in the reproducibility package. ","note":"Source: National Institute of Statistics and Geography (INEGI). The data is publicly available and redistributable; however, due to file size constraints and as most of the datasets are limited access or restricted, it is not included in the reproducibility package. After downloading the data, users should place the files in the locations specified in folder_structure.txt.","citation":"Instituto Nacional de Estad\u00edstica y Geograf\u00eda (INEGI). 2020. \"Census of Population and Housing 2020 - Mexico\" [dataset]. https:\/\/en.www.inegi.org.mx\/programas\/ccpv\/2020\/#microdata. Accessed March 2025."},{"name":"Population and Housing Census (NSO) 2020 - Mongolia","uri":"http:\/\/web.nso.mn\/nada.\/index.php\/catalog\/175\/get_microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: National Statistical Office of Mongolia. After downloading the data, users should place the files in the locations specified in folder_structure.txt.","citation":"National Statistical Office of Mongolia (NSO). 2020. \"Population and Housing Census 2020 - Mongolia\" [dataset]. http:\/\/web.nso.mn\/nada.\/index.php\/catalog\/175\/get_microdata. Accessed March 2025.","license":"Custom License"},{"name":"Labor Force Survey (LFS) 2021 - Rwanda","uri":"https:\/\/microdata.statistics.gov.rw\/index.php\/catalog\/100\/get_microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: National Institute of Statistics Rwanda. After downloading the data, users should place the files in the locations specified in folder_structure.txt.","citation":"National Institute of Statistics of Rwanda (NISR). 2021. \"Labor Force Survey (LFS) 2021 - Rwanda\" [dataset]. https:\/\/microdata.statistics.gov.rw\/index.php\/catalog\/100\/get_microdata. Accessed March 2025.","license":"Custom License"},{"name":"Population and Housing Census (NSO) 2020 - Philippines","uri":"https:\/\/psada.psa.gov.ph\/catalog\/231","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: Philippine Statistics Authority (PSA). After downloading the data, users should place the files in the locations specified in folder_structure.txt.","citation":"Philippine Statistics Authority (PSA). 2020. \"Population and Housing Census 2020 - Philippines\" [dataset]. PSA. https:\/\/psada.psa.gov.ph\/catalog\/231. Accessed March 2025.","license":"Custom License"},{"name":"Sierra Leone Integrated Household Survey (SLIHS) 2018","uri":"https:\/\/www.statistics.sl\/index.php\/sierra-leone-integrated-household-survey-slihs.html","license":"Open License Agreement","license_uri":"https:\/\/www.statistics.sl\/index.php\/open-license-agreement.html","access_type":"Data is publicly available, but it is not included in the reproducibility package. ","note":"Source: Statistics Sierra Leone. Data is publicly available and redistributable, but since most of the data is limited-access or not redistributable, this dataset is not included in the reproducibility package. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Statistics Sierra Leone. 2018. \"Sierra Leone Integrated Household Survey (SLIHS) 2018\" [dataset]. https:\/\/www.statistics.sl\/index.php\/sierra-leone-integrated-household-survey-slihs.html. Accessed March 2025."},{"name":"Somalia Integrated Household Budget Survey (SIHBS) - 2022","uri":"https:\/\/microdata.nbs.gov.so\/index.php\/catalog\/59\/get-microdata","access_type":"Data is publicly available, but does not allow redistribution.","note":"Source: Somalia National Bureau of Statistics. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Somalia National Bureau of Statistics (NBS). 2022. \"Somalia Integrated Household Budget Survey (SIHBS) 2022\" [dataset]. https:\/\/microdata.nbs.gov.so\/index.php\/catalog\/59\/get-microdata. Accessed March 2025.","license":"Custom License"},{"name":"Labor Force Survey (LFS) 2020 - Tanzania","uri":"https:\/\/microdata.nbs.go.tz\/index.php\/catalog\/34\/get-microdata","access_type":"Data is publicly available but does not allow redistribution.","note":"Source: National Bureau of Statistics.  After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"National Bureau of Statistics Tanzania (NBS). 2020. \"Labor Force Survey (LFS) 2020 - Tanzania\" [dataset]. NBS Tanzania. https:\/\/microdata.nbs.go.tz\/index.php\/catalog\/34\/get-microdata. Accessed March 2025.","license":"Custom License"},{"name":"Global Labor Database","access_type":"Data requires purchase or human approval and is not included in the reproducibility package.","note":"Source: Global Labor Database (Restricted to WBG staff). Datasets consulted: Ethiopia (2021); Indonesia (2019); Zambia (2020). After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"World Bank. 2025. \"Global Labor Database\" [dataset]. Accessed March 2025.","license":"Custom License","uri":"https:\/\/worldbank.github.io\/gld\/Support\/A%20-%20Guides%20and%20Documentation\/GLD%20Manual%20Files\/Introduction%20to%20the%20GLD.html"},{"name":"General Population Census of Cambodia (NSO) 2019 - Cambodia","uri":"https:\/\/microdata.nis.gov.kh\/index.php\/catalog\/39","access_type":"Data requires purchase or human approval and is not included in the reproducibility package.","note":"Source: Cambodia National Institute of Statistics. Interested users can request the data at the Data User Service Center: dusc@nis.gov.kh or follow the link below. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"National Institute of Statistics Cambodia (NIS). 2019. \"General Population Census of Cambodia 2019\" [dataset]. https:\/\/microdata.nis.gov.kh\/index.php\/catalog\/39. Accessed March 2025.","license":"Licensed files","license_uri":"https:\/\/microdata.nis.gov.kh\/index.php\/policies-and-procedures"},{"name":"Population and Housing Census (NSO) 2020 - Kiribati","uri":"https:\/\/microdata.pacificdata.org\/index.php\/catalog\/767\/study-description#study_desc1684335140110","access_type":"Data requires purchase or human approval and is not included in the reproducibility package.","note":"Source: Kiribati National Statistics Office. After downloading the data, users need to place the data files as shown in the file folder_structure.txt contained in the reproducibility package. ","citation":"Kiribati National Statistics Office (NSO). 2020. \"Population and Housing Census 2020 - Kiribati\" [dataset]. Pacific Data Hub. https:\/\/microdata.pacificdata.org\/index.php\/catalog\/767\/study-description#study_desc1684335140110. Accessed March 2025.","license_uri":"https:\/\/microdata.pacificdata.org\/index.php\/terms-of-use#tab_3","license":"Licensed files"}],"reproduction_instructions":"To run the code, the user should follow these steps:\n1. Get the data. See all the details in the data section and in the file `DDH_databank_microdata_access.xlsx` included in the package.  \n2.  Place it in the correct folder as specified in the `folder_structure.txt` file inside the reproducibility package.\n2. Update the directory in `1_user_profile.do` line 23.\n3. Select the country to run in the script in line 25.\n4. Once all the countries are generated, the data will be stored in `prod_data\/merged\/DDH_adjusted.xlsx` and `DDH_unadjusted.xlsx`.\n\n>Note: The scripts in this package generate the underlying data for the Disability Data Hub (DDH) Databank. The DDH Databank is updated whenever its source datasets are revised; this reproducibility package corresponds to the April 2025 version of the Databank. The April 2025 data files are included in the package, as the DDH portal provides access only to the current version of the data and does not retain previous versions.","technology_requirements":"~10 minutes to 12 hours, depending on the selected country.","technology_environment":"Paper exhibits were reproduced on a computer with the following specifications:\n\u2022 OS: Windows 10 Enterprise\n\u2022 Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 2900 Mhz, 16 Core(s), 16 Logical Processor(s)\n\u2022 Memory available: 147 GB\n\u2022 Software version: Stata 18 MP"},"datacite":{"creators":[{"givenName":"Paola","familyName":"Ballon","nameType":"Personal","affiliation":[{"name":"World Bank"}]},{"givenName":"Omar","familyName":"Alburqueque","nameType":"Personal","affiliation":[{"name":"World Bank"}]}],"contributors":[{"givenName":"Jaclyn","familyName":"Yap","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"Individual Consultant"}]},{"givenName":"Kaviyarasan","familyName":"Patchaiappan","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"Prasho"}]},{"givenName":"Katherine","familyName":"Theiss","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"Fordham University"}]},{"givenName":"Monica","familyName":"Pinilla-Roncancio","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"Universidad de los Andes"}]},{"givenName":"Gustavo","familyName":"Cedeno Ocampo","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"Universidad de los Andes"}]},{"givenName":"Bradley","familyName":"Carpenter","nameType":"Personal","contributorType":"DataCollector","affiliation":[{"name":"South African Medical Research Council"}]},{"givenName":"Sophie","familyName":"Mitra","nameType":"Personal","contributorType":"Supervisor","affiliation":[{"name":"Fordham University"}]}],"titles":[{"lang":"en","title":"Reproducibility package for Disability Data Hub Databank: April 2025 Portal"},{"title":"FR_WLD_2025_283","titleType":"Other"}],"publisher":"World Bank","publicationYear":"2025","types":{"resourceType":"Reproducibility package","resourceTypeGeneral":"Other"},"url":"https:\/\/reproducibility.worldbank.org\/index.php\/catalog\/study\/FR_WLD_2025_283","language":"en"},"tags":[{"tag":"DOI"},{"tag":"Limited-access Data"},{"tag":"Open code"}],"schematype":"script"}