{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2025-06-16","version":"1"},"project_desc":{"authoring_entity":[{"name":"Paola Marcela Ballon Fernandez","affiliation":"Senior Economist","email":"pballon@worldbank.org"},{"name":"Omar Santos Alburqueque Chavez","affiliation":"Consultant","email":"oalburquequechav@worldbank.org"}],"title_statement":{"title":"Reproducibility Package For The Social Sustainability Global Database","idno":"FR_WLD_2025_355"},"data_statement":"Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file. ","software":[{"name":"Stata","version":"18 MP"}],"scripts":[{"title":"Reproducibility package for Reproducibility Package For The Social Sustainability Global Database","date":"2025-06","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.","instructions":"See README in reproducibility package.","file_name":"RR_WLD_2025_355","zip_package":"RR_WLD_2025_355.zip","dependencies":"Stata dependencies are listed in the ado folder."}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"},{"uri":"https:\/\/github.com\/Paola-Ballon\/Social-Sustainability-Global-Database-v2.0","type":"Github","name":"Social-Sustainability-Global-Database-v2.0"}],"production_date":"2025-06-16","abstract":"Social sustainability is defined as the condition in which individuals are included in development and trust that they and future generations will benefit from it. Based on this definition, the Social Sustainability Global Database (SSGD) compiles 12 indicators from 18 recognized sources, structured around four dimensions of social sustainability: social cohesion, inclusion, resilience, and process legitimacy. The database covers 222 countries and territories, provides disaggregation by sex, ag, urban\/rural location, ethnicity, and religion, and includes information at both national and subnational (ADM1) levels. Data are organized into two periods: 2015\u20132018 and 2019\u20132022.","geographic_units":[{"name":"World","code":"WLD"}],"keywords":[{"name":"Social Sustainability"},{"name":"Social Inclusion"},{"name":"Resilience"},{"name":"Social Cohesion"},{"name":"Process Legitimacy"}],"topics":[{"id":"O15","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Human Resources \u2022 Human Development \u2022 Income Distribution \u2022 Migration","parent_id":"O1"},{"id":" C81","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Methodology for Collecting, Estimating, and Organizing Microeconomic Data \u2022 Data Access","parent_id":"C8"},{"id":" D63","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Equity, Justice, Inequality, and Other Normative Criteria and Measurement","parent_id":"D6"},{"id":" H11","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","vocabulary":"Journal of Economic Literature (JEL)","name":"Structure, Scope, and Performance of Government","parent_id":"H1"}],"output":[{"type":"Dataset","title":"Reproducibility Package For The Social Sustainability Global Database","uri":"https:\/\/datacatalog.worldbank.org\/search\/dataset\/0061880\/Social-Sustainability-Global-Database-"}],"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 Marcela Ballon Fernandez","affiliation":"Senior Economist","email":"pballon@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"Armed Conflict Location & Event Data Project (ACLED)","note":"Source: Armed Conflict Location & Event Data Project (ACLED)\nFilename: raw_data\/acled\/2018-01-01-2020-12-31.csv, 2021-01-01-2022-12-31.csv\nUsers must download the data from the URL below.  See README for more details.","uri":"https:\/\/acleddata.com\/data-export-tool\/","access_type":"Data is not redistributable but is freely downloadable or does not require human approval for access.","license_uri":"https:\/\/acleddata.com\/terms-of-use\/"},{"name":"Afrobarometer","note":"Source\nFilenames: r7_merged_data_34ctry.release.sav, afrobarometer_release-dataset_merge-34ctry_r8_en_2023-03-01.sav, ABV_Release_Data.dta, Arab_Barometer_Wave_6_Part_1_ENG_RELEASE.dta, Arab_Barometer_Wave_6_Part_2_ENG_RELEASE.dta, Arab_Barometer_Wave_6_Part_3_ENG_RELEASE.dta, AB7_ENG_Release_Version6.dta\nUsers must download the data from the URL below.  See README for more details.","uri":"https:\/\/www.afrobarometer.org\/data\/data-sets\/","access_type":"Data access requires purchase or human approval and is not included in the reproducibility package.","license_uri":"https:\/\/www.afrobarometer.org\/data\/data-usage-and-access-policy\/"},{"name":"Asian Barometer Survey","note":"Source: Asian Barometer Survey\nFilenames: W4_v15_merged20181211_release.dta, 20230504_W5_merge_15.dta\nUsers must download the data from the URL below.  See README for more details.","uri":"https:\/\/www.asianbarometer.org\/datar?page=d10","access_type":"Data access requires purchase or human approval and is not included in the reproducibility package."},{"name":"CIVICUS","note":"Source: CIVICUS\nFilenames: CIVICUS_data_2018_2022.xlsx\n","license_uri":"https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/","uri":"https:\/\/monitor.civicus.org\/data\/","access_type":"Data is publicly available and included in the reproducibility package"},{"note":"Source: Centre for Research on the Epidemiology of Disasters (CRED)\nFilenames: emdat_public_2023_06_18_query_uid-g0uFg8.xlsx\nUsers must download the data from the URL below. See README for details\n","name":"EM-DAT Disaster database","uri":"https:\/\/public.emdat.be\/","access_type":"Data access requires purchase or human approval and is not included in the reproducibility package.","license_uri":"https:\/\/www.emdat.be\/terms-and-conditions\/"},{"name":"European Values Study (EVS)","note":"Source: GESIS Leibniz-Institut f\u00fcr Sozialwissenschaften\nFilename: ZA7500_v5-0-0.dta\n","access_type":"Data access requires purchase or human approval and is not included in the reproducibility package.","uri":"https:\/\/search.gesis.org\/research_data\/ZA7505","license_uri":"https:\/\/www.gesis.org\/en\/institute\/data-usage-terms"},{"name":"World Development Indicators","note":"Source: World Bank\nFilename: P_Data_Extract_From_World_Development_Indicators.xlsx","uri":"https:\/\/databank.worldbank.org\/source\/world-development-indicators","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","license":"Creative Commons Attribution 4.0"},{"uri":"https:\/\/hdr.undp.org\/data-center\/documentation-and-downloads","name":"Human Development Reports","note":"Source: United Nations Development Programme (UNDP)\nFilename: HDR21-22_Composite_indices_complete_time_series.csv\n","license_uri":"https:\/\/hdr.undp.org\/terms-use","access_type":"Data is publicly available and included in the reproducibility package","license":"Creative Commons Attribution 3.0"},{"uri":"https:\/\/wbl.worldbank.org\/en\/wbl-data","name":"Women, Business and the Law","note":"Source: World Bank\nFilename: WBL-1971-2023-Dataset.xlsx","license":"Creative Commons Attribution 4.0","license_uri":"https:\/\/www.worldbank.org\/en\/about\/legal\/terms-of-use-for-datasets","access_type":"Data is publicly available and included in the reproducibility package"},{"uri":"https:\/\/ourworldindata.org\/grapher\/democracy-index-eiu","note":"Source: Our World in Data\nFilename: democracy_index_series_2015_2022.xlsx\nUsers must download the data from the URL below.  See README for more details.","name":"Democracy Index","access_type":"Data is not redistributable but is freely downloadable or does not require human approval for access."},{"uri":"https:\/\/databank.worldbank.org\/source\/worldwide-governance-indicators","note":"Source: World Bank\nFilename: P_Data_Extract_From_Environment_Social_and_Governance_(ESG)_Data.xlsx, P_Data_Extract_From_Worldwide_Governance_Indicators.xlsx","license_uri":"https:\/\/www.worldbank.org\/en\/about\/legal\/terms-of-use-for-datasets","license":"Creative Commons Attribution 4.0 ","name":"Environment Social and Governance (ESG)","access_type":"Data is publicly available and included in the reproducibility package"},{"note":"Source: World Bank\nFilename: EQOSOGI Dataset 2021.xlsx\n","uri":"https:\/\/data360.worldbank.org\/en\/dataset\/WB_EQOSOGI","name":"Equality of Opportunity for Sexual and Gender Minorities (EQOSOGI)","license_uri":"https:\/\/www.worldbank.org\/en\/about\/legal\/terms-of-use-for-datasets","access_type":"Data is publicly available and included in the reproducibility package","license":"Creative Commons Attribution 4.0 "},{"name":"The Global Findex Database ","note":"Source: World Bank\nFilename: P_Data_Extract_From_Global_Financial_Inclusion.xlsx","uri":"https:\/\/www.worldbank.org\/en\/publication\/globalfindex\/Data","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","license":"Creative Commons Attribution 4.0"},{"name":"Global Monitoring Database (GMD)","note":"Source: World Bank \nThe Global Monitoring Database (GMD) contains micro-level survey data, with access restricted to World Bank staff using Bank-managed computers. External access is not available. While most surveys in the GMD are accessible internally, some require special access requests. For more details, please refer to the README file.","access_type":"Restricted and not included in the package"},{"note":"Filenames: Latinobarometro2017Esp_v20180117.dta, Latinobarometro_2018_Esp_Spss_v20190303.sav, Latinobarometro_2020_Esp_Stata_v1_0.dta\nUsers can download the data from the URL below. See README for more details. Please note that World Bank computer users might encounter issues downloading the data, as the firewall may block access.","access_type":"The data is publicly available but not included in the reproducibility package.","uri":"https:\/\/www.latinobarometro.org\/latContents.jsp","name":"Latinobarometro data"},{"uri":"https:\/\/worldjusticeproject.org\/rule-of-law-index\/downloads\/2024_wjp_rule_of_law_index_HISTORICAL_DATA_FILE.xlsx","note":"Source: World Justice Project\nFilenames: FINAL_2022_wjp_rule_of_law_index_HISTORICAL_DATA_FILE.xlsx\n","name":"World Justice Project"},{"uri":"https:\/\/www.worldvaluessurvey.org\/WVSDocumentationWVL.jsp","note":"Source: World Values Survey\nFilename: WVS_TimeSeries_4_0.dta\n","name":" World Values Survey Time Series","access_type":"Data is not redistributable but is freely downloadable or does not require human approval for access."}],"reproduction_instructions":"Some data used in this reproducibility package is restricted. Users must obtain access to the necessary data before running the code. Once the data is available, follow these steps to reproduce the results:\nAfter placing the data in the folder:\n- Open the do-file \"1_ssgd_user_profiler\" in the folder \"master files\"\n- Update the globals in line 26 to your folder's location\n- Run the do-file\nSince all the data is not included, the package includes the final data produced by replicators in the \"final_data\" folder.","technology_requirements":"~5 hours runtime","technology_environment":"Final data was reproduced in a computer with the following specifications:\n\u2022 OS: Windows 11 Enterprise, version 21H2\n\u2022 Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 16 Core(s)\n\u2022 Memory available: 15.7 GB\n\u2022 Software version: Stata 18"},"tags":[{"tag":"DOI"},{"tag":"Open Code"},{"tag":"Restricted Data"}],"schematype":"script"}