{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2025-04-25","version":"1"},"project_desc":{"authoring_entity":[{"name":"Maria Fernanda Gonzalez Icaza","affiliation":"World Bank","email":"mgonzalezicaza@worldbank.org"},{"name":"Nancy Puranbhai Devpura","affiliation":"World Bank","email":"ndevpura@worldbank.org"},{"name":"Diego Lestani","affiliation":"World Bank","email":"dlestani@worldbank.org"},{"name":"Julia Liniado","affiliation":"World Bank","email":"jliniado@worldbank.org"},{"name":"Nishtha Kochhar","affiliation":"World Bank","email":"nkochhar@worldbank.org"},{"name":"Nandini Krishnan","affiliation":"World Bank","email":"nkrishnan@worldbank.org"},{"name":"Naresh Kumar","affiliation":"World Bank","email":"nkumar18@worldbank.org"},{"name":"Ayago Wambile","affiliation":"World Bank","email":"awambile@worldbank.org"}],"title_statement":{"title":"Reproducibility package for India: Trends In Poverty, 2011-12 To 2022-23","idno":"FR_IND_2025_344"},"software":[{"name":"R","version":"4.4.1"},{"name":"Stata","version":"18 MP"},{"name":"Excel","version":"Microsoft Excel for Microsoft 365 MSO"}],"scripts":[{"title":"Reproducibility package for India: Trends In Poverty, 2011-12 To 2022-23. Methodology Note","date":"2025-05","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.","instructions":"See README in reproducibility package.","file_name":"FR_IND_2025_344","zip_package":"FR_IND_2025_344.zip","dependencies":"R dependencies are listed in the file renv.lock. Stata dependencies are listed in the ado folder."}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"production_date":"2025-04-25","abstract":"This technical note provides updated poverty trends for India using international poverty lines and documents the methodology for generating the corresponding welfare aggregates, poverty, and inequality estimates, using data from the Household Consumption Expenditure Survey (CES) 2022-23 and the 2011-12 CES.","geographic_units":[{"name":"India","code":"IND"}],"keywords":[{"name":"Poverty"},{"name":"Inequality"},{"name":"India"},{"name":"Household Consumption Expenditure Survey"},{"name":"Hces"},{"name":"Ces"}],"output":[{"type":"Methodology Note","title":"India: Trends In Poverty, 2011-12 To 2022-23","authors":"Poverty & Equity Team","uri":"http:\/\/documents.worldbank.org\/curated\/en\/099060325033540333"}],"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":"Maria Fernanda Gonzalez Icaza","affiliation":"World Bank","email":"mgonzalezicaza@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"Household Consumption Expenditure Survey: 2022-2023","note":"Source: Ministry of Statistics and Programme Implementation. Access year: 2024. \nLocated at: data\/raw\/ces\/\nUser needs to follow this link:https:\/\/microdata.gov.in\/NADA\/index.php, create and account and log in. Finally click the link below for direct download. The user needs to be logged in to be able to download the .zip directly. The name of the downloaded file will be Unit level data of HCES 2022-23 round zip folder;  Then the user needs to extract and open some files using Nesstar \nExplorer and then save them in the raw\u2192ces folder. Please see detailed instructions in the README file. \n","uri":"https:\/\/microdata.gov.in\/NADA\/index.php\/catalog\/224\/download\/2548","access_type":"Data is publicly available but does not allow redistribution"},{"name":"Household Consumption Expenditure: 2011-2012","note":"Source: Ministry of Statistics and Programme Implementation. Access year: 2023. \nLocation: Nss68_1.0_Type2_new format.rar; Nss68_1.0_Type1_new format.rar.\nUser needs to follow this link:https:\/\/microdata.gov.in\/NADA\/index.php, create and account and log in. Finally click the links below for direct download. The user needs to be logged in to be able to download the .zip directly. Please see detailed instructions in the README file. ","uri":"https:\/\/microdata.gov.in\/NADA\/index.php\/catalog\/126\/download\/1595; https:\/\/microdata.gov.in\/NADA\/index.php\/catalog\/1\/download\/1596","access_type":"Data is publicly available but does not allow redistribution"},{"name":"CPI Index Back Series","access_type":"Data is publicly available and included in the reproducibility package","uri":"https:\/\/cpi.mospi.gov.in\/","note":"Source: Ministry of Statistics and Programme Implementation, Consumer Price Indices Warehouse.\nLocation: CPI_R_U_subgroups_Jan11_May24.\nDetails: The file was downloaded from the Consumer Price Indices Warehouse website by selecting the following parameters:\nTime Series>Base 2012> Current Series. \nPeriod: January 2011-December2012;\nCoverage: All States;\nGroups and Subgroups: All.\nThe variables included are:\nRural;\nUrban;\nCombined;\nAfter downloading, the \"Back Series\" values were manually copied and pasted into the file listed in the next entry \"Current Series\"."},{"name":"CPI Index Current Series ","note":"Source: Ministry of Statistics and Programme Implementation, Consumer Price Indices Warehouse.\nLocation: CPI_R_U_subgroups_Jan11_May24.\nDetails: The file was downloaded from the Consumer Price Indices Warehouse website by selecting the following parameters:\nTime Series>Base 2012> Current Series. \nPeriod: January 2013-May2024. \nCoverage: All States;\nGroups and Subgroups: All.\nThe variables included are:\nRural;\nUrban;\nCombined;\nThe data was then manually combined with the back series described in the previous entry.","uri":"https:\/\/cpi.mospi.gov.in\/","access_type":"Data is publicly available and included in the reproducibility package"},{"name":"Population Projection for India and States, 2011-2036","note":"Source: Ministry of Health and Family Welfare.\nLocated at: data\/raw\/other\/Population_Projections_Health_Ministry.xlsx. \nData collected from the PDF in the following link and manually copied into the mentioned Excel file by the team.","uri":"https:\/\/nhm.gov.in\/New_Updates_2018\/Report_Population_Projection_2019.pdf","access_type":"Data is publicly available and included in the reproducibility package."},{"name":"World Development Indicators","access_type":"Data is publicly available and included in the reproducibility package","note":"Source: World Bank, World Development Indicators. \nLocated at: data\/raw\/other\/Population_Projections_WDI.\nAccess year: 2025. \nVariable name: Rural population, Urban population. ","uri":"https:\/\/databank.worldbank.org\/source\/population-estimates-and-projections"}],"data_statement":"All data sources are publicly available but not all are included in the reproducibility package.","reproduction_instructions":"To reproduce the exhibits in this report, a new user must follow these steps:\n\n1. Obtain access to the data that is not included in the package, and place it in the appropriate folder as indicated in the folder structure.\n2. Open the main `.do` file, update the file path accordingly, and run the code to generate the main outputs.\n3. To reproduce the appendix exhibits, open the R project, restore the environment using `renv::restore()`, and run the code.\n\n> **Note:**  \n> Since the data is not included in the reproducibility package, the folder contains all figures and tables produced by the replicators. These can be reviewed and compared with the published report.\n","technology_requirements":"~4 hours runtime","technology_environment":"Paper exhibits were reproduced on a computer with the following specifications:\n\u2013 Windows 10 Enterprise\n\u2013 Processor\tINTEL(R) XEON(R) PLATINUM 8562Y+, 2800 Mhz, 16 Core(s), 16 Logical Processor(s)\n\u2013 Memory available: 128 GB\n\u2013 Software version: Stata 18 MP, R 4.4.1"},"tags":[{"tag":"DOI"},{"tag":"Open Code"},{"tag":"Open data"}],"schematype":"script"}