{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DECDI","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2026-07-20","version":"1"},"project_desc":{"authoring_entity":[{"name":"Sheirin Iravantchi","affiliation":"World Bank","email":"siravantchi@worldbank.org"},{"name":"Jennifer Chien","affiliation":"World Bank","email":"jchien@worldbank.org"},{"name":"Drilona Emrullahu","affiliation":"World Bank","email":"demrullahu@worldbank.org"},{"name":"Friederike R\u00fchmann","affiliation":"World Bank","email":"fruehmann@worldbank.org"},{"name":"Arpita Sarkar","affiliation":"World Bank","email":"asarkar1@worldbank.org"},{"name":"Oya Pinar Ardic Alper","affiliation":"World Bank","email":"oardicalper@worldbank.org"},{"name":"Srishti Sinha","affiliation":"World Bank","email":"ssinha16@worldbank.org"}],"title_statement":{"title":"Reproducibility package for G20 Policy Recommendations For Moving From Financial Access To Usage","idno":"RR_WLD_2026_687"},"data_statement":"Some data is restricted and has not been included in the reproducibility package. For more details, refer to the README file.","software":[{"name":"Excel"}],"scripts":[{"title":"Reproducibility package for G20 Policy Recommendations For Moving From Financial Access To Usage","date":"2026-07","notes":"Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.","instructions":"See README in reproducibility package.","file_name":"RR_WLD_2026_687","zip_package":"RR_WLD_2026_687.zip"}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"production_date":"2026-07-20","abstract":"In 2025, the Global Partnership for Financial Inclusion (GPFI) produced the 'G20 Policy Recommendations for Moving from Financial Access to Usage ' as a priority of the South Africa\u2019s G20 Presidency. The paper provides an overview of global progress in advancing from basic financial access to the effective and responsible usage of financial products and services. It outlines key trends, identifies persistent barriers, and presents actionable policy recommendations aimed at supporting policymakers in strengthening financial inclusion outcomes.","geographic_units":[{"name":"World","code":"WLD"}],"output":[{"type":"World Bank Reports & Flagships","title":"G20 Policy Recommendations For Moving From Financial Access To Usage","uri":"https:\/\/www.gpfi.org\/sites\/default\/files\/GPFI%20SA%20Priority%20Paper%20Final.pdf"}],"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":"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":"Sheirin Iravantchi","affiliation":"World Bank","email":"siravantchi@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"World Development Indicators","note":"Filename: Population Indicators(15-65).xlsx. Indicators used: Population ages 15\u201364, total, Population ages 65+, total. Years: 2016-2024.","uri":"https:\/\/databank.worldbank.org\/source\/world-development-indicators","access_type":"Data is publicly available and included in the reproducibility package.","license":"Creative Commons Attribution 4.0 (CC BY 4.0)","license_uri":"https:\/\/www.worldbank.org\/en\/about\/legal\/terms-of-use-for-datasets","citation":"World Bank. 2025. \"World Development Indicators\" [dataset]. https:\/\/databank.worldbank.org\/source\/world-development-indicators. Accessed August 2025."},{"name":"World Bank Country and Lending Groups","uri":"https:\/\/datahelpdesk.worldbank.org\/knowledgebase\/articles\/906519-world-bank-country-and-lending-groups","note":"This data is included directly in the individual output files corresponding to the exhibits and is used for regional classification. Any differences between the version included in the package and the version currently available online are due to annual updates.","license":"Creative Commons Attribution 4.0 (CC BY 4.0)","access_type":"Data is publicly available and included in the reproducibility package.","license_uri":"https:\/\/www.worldbank.org\/en\/about\/legal\/terms-of-use-for-datasets","citation":"World Bank. 2025. \"World Bank Country and Lending Groups\" [dataset]. https:\/\/datahelpdesk.worldbank.org\/knowledgebase\/articles\/906519-world-bank-country-and-lending-groups. Accessed August 2025."},{"license_uri":"https:\/\/www.imf.org\/en\/about\/copyright-and-terms","license":"IMF Copyright and Usage ","name":"IMF Financial Access Survey (FAS)","citation":"International Monetary Fund (IMF). \"IMF Financial Access Survey (FAS)\" [dataset]. https:\/\/data.imf.org\/en\/Data-Explorer?datasetUrn=IMF.STA:FAS(5.0.0). Accessed August 2025.","uri":"https:\/\/data.imf.org\/en\/Data-Explorer?datasetUrn=IMF.STA:FAS(5.0.0)","access_type":"Data is publicly available and included in the reproducibility package.","note":"The authors use data from the IMF Financial Access Survey (FAS), version 4.0. Only the variables required to reproduce the analysis are included in this package and are embedded within the relevant output files. Any differences between the data included in the package and the version currently available online are due to annual updates to the source data."},{"access_type":"Data access was granted directly to the study authors by the data owners\/managers. ","name":"World Bank Global Findex Database ","citation":"World Bank. \"World Bank Global Findex Database\" [dataset]. https:\/\/www.worldbank.org\/en\/publication\/globalfindex\/download-data. Accessed August 2025.","uri":"https:\/\/www.worldbank.org\/en\/publication\/globalfindex\/download-data","note":"The authors were granted access to the Global Findex Database 2025 prior to its public release. The publicly available version of the database contains nearly all of the data used in this paper and can be used to reproduce most of the exhibits. However, the data underlying Figures 2, 17, and 18 are not included in the public release. These data are also not included in this reproducibility package, as the authors do not have permission to redistribute them. Replicators wishing to access the restricted data underlying these figures should contact the Global Findex team directly at globalfindex@worldbank.org.","license":"Creative Commons Attribution 4.0 International License (CC BY 4.0)","license_uri":"https:\/\/databank.worldbank.org\/source\/world-development-indicators"}],"technology_environment":"Paper exhibits were reproduced on a computer with the following specifications:\n\u2022 OS: Windows 11 Enterprise\n\u2022 Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ 2.80 GHz (2 processors)\n\u2022 Memory available: 32.0 GB","reproduction_instructions":"To reproduce the findings in this paper, a replicator must:\n1. **Secure Access to Data:** Access the datasets not included in the package. See the Datasets section for more details.\n2. **Excel:** Follow the instructions provided in the relevant output files to regenerate the exhibits.\n\nSince not all the data is included, the package includes the results produced by replicators. These files can be used to review the results presented in the paper."},"datacite":{"creators":[{"givenName":"Sheirin","familyName":"Iravantchi","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Jennifer","familyName":"Chien","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Drilona","familyName":"Emrullahu","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Friederike","familyName":"R\u00fchmann","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Arpita","familyName":"Sarkar","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Oya Pinar Ardic","familyName":"Alper","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]},{"givenName":"Srishti","familyName":"Sinha","nameType":"Personal","affiliation":[{"name":"World Bank","affiliationIdentifier":"https:\/\/ror.org\/00ae7jd04","affiliationIdentifierScheme":"ROR","schemeUri":"https:\/\/ror.org"}]}],"titles":[{"lang":"en","title":"Reproducibility package for G20 Policy Recommendations For Moving From Financial Access To Usage"},{"title":"RR_WLD_2026_687","titleType":"Other"}],"publisher":"World Bank","publicationYear":"2026","types":{"resourceType":"Reproducibility package","resourceTypeGeneral":"Other"},"url":"https:\/\/reproducibility.worldbank.org\/index.php\/catalog\/study\/RR_WLD_2026_687","language":"en"},"tags":[{"tag":"DOI"},{"tag":"Open Code"},{"tag":"Restricted Data"}],"schematype":"script"}