{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2024-10-24","version":"1"},"project_desc":{"authoring_entity":[{"name":"Piero Falorsi","affiliation":"Italian Insititute of Statistics (ISTAT)"},{"name":"Paolo Righi","affiliation":"Italian Insititute of Statistics (ISTAT)","email":"parighi@istat.it"},{"name":"Giulia Ponzini","affiliation":"World Bank","email":"gponzini@worldbank.org"}],"output":[{"type":"Working Paper","title":"Improving the Quality of Survey Estimates from Longitudinal Studies: An Application to LSMS Panel Surveys","authors":"Piero Falorsi, Paolo Righi, Giulia Ponzini","description":"Policy Research Working Paper (PRWP) "}],"datasets":[{"name":"Uganda National Population Projections","uri":"https:\/\/www.ubos.org\/wp-content\/uploads\/publications\/04_2019National_Population_Projections_by_5_year_age_groups_and_sex.xlsx ","access_type":"Published with the package","note":"Source: Uganda Bureau of Statistics, Population and Censuses. \nLocated: 1_Input_data\/04_2019National_Population_Projections_by_5_year_age_groups_and_sex.xlsx; TOT2015.txt."},{"name":"Uganda National Panel Survey 2005-2009","note":"Source: World Bank Microdata Library\nLocation: 1_Input_data\/UNPS_2005\/ and 1_Input_data\/UNPS_2009_10\/.\nAccessed on: March 2018.\nThe data currently available on the Microdata Library is Version 2 (V2). However, the authors used Version 1 (V1), which may result in slight differences in the reproduced results. Public use files from the World Bank Microdata Library are typically not included in reproducibility packages. However, since V1 is no longer available online and V2 may contain minor changes, V1 has been included in this package to ensure reproducibility.","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/1001","access_type":"Published with the package","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use\/public-use#public_use","license":"Public Use"},{"name":"Uganda National Panel Survey 2010-2011","license":"Public Use","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use\/public-use#public_use","access_type":"Public but does not allow republication. Publicly accessible through the World Bank's Microdata Library.","note":"Source: World Bank. Accessed on March 2018.\nLocated at: 1_Input_data\/UNPS_2010_11\/GSEC2.dta","uri":"https:\/\/microdata.worldbank.org\/index.php\/catalog\/2166"},{"name":"Uganda National Panel Survey 2011-2012, Wave III","note":"Source: World Bank. Accessed on October 2024.\nLocated at: 1_Input_data\/UNPS_2011_12\/GSEC2.dta","license":"Public Use","access_type":"Public but does not allow republication. Publicly accessible through the World Bank's Microdata Library.","license_uri":"https:\/\/microdata.worldbank.org\/index.php\/terms-of-use\/public-use#public_use","uri":"https:\/\/microdatalib.worldbank.org\/index.php\/catalog\/6743"},{"name":"Uganda National Panel Survey 2013-2014","note":"Source: World Bank. Accessed on October 2024.\nLocated at: 1_Input_data\/UNPS_2013_14\/GSEC1, GSEC2, GSEC3, GSEC19, UNPS 2013-14.dta ","access_type":"Public but does not allow republication. 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Accessed on December 2020.\nLocated at: 1_Input_data\/Rulis_Uganda_16_\/hh_final.csv, Individual_final.csv, socap_var.csv; 1_Input_data\/Rulis_Uganda_14_\/hh_final.csv, Individual_final.csv, socap_var.csv; 1_Input_data\/Rulis_Uganda_10_\/hh_final.csv, Individual_final.csv.","license":"Creative Commons Attribution 4.0 International License (CC BY 4.0)","access_type":"Published with the package","uri":"https:\/\/www.fao.org\/in-action\/rural-livelihoods-dataset-rulis\/data-application\/bulk-download\/derived-micro-variables\/en","license_uri":"https:\/\/www.fao.org\/contact-us\/terms\/db-terms-of-use\/en\/","name":"Uganda National Household Survey 2010, 2014, 2015"}],"scripts":[{"file_name":"RR_AFR_2024_214.zip","zip_package":"RR_AFR_2024_214.zip","title":"Reproducibility package (data and code) for Improving the Quality of Survey Estimates from Longitudinal Studies: An Application to LSMS Panel Surveys","authors":[[],[]],"dependencies":"All dependencies are stored in the ado folder and renv.lock. ","notes":"Computational reproducibility verified by the Development Impact (DIME) Analytics team, World Bank.","date":"2024-10"}],"title_statement":{"idno":"RR_AFR_2024_214","title":"Reproducibility package for Improving the Quality of Survey Estimates from Longitudinal Studies: An Application to LSMS Panel Surveys"},"production_date":"2024-10","abstract":"This work focuses on the case of panels with a rotating sample design. This case represents a powerful hybrid solution for facing the sample erosion for deaths and movers and the impact of lack of sample representativeness for new births, migration flows. Moreover, the sample fatigue introduces an increasing measurement error. As the length of the panel surveys increases, there is an increasing interest, but also increasing challenges in preserving the quality of the panel sample estimates. The effect is particularly evident in long-run panels. A correct design, implementation, and use of a panel survey shall consider a set of methods to deal with these problems at different stages of the statistical process: The sampling design, the data collection, and the estimation. ","geographic_units":[{"code":"AFR","name":"Africa","type":"Region"}],"keywords":[{"name":"Panel surveys"},{"name":"attrition"},{"name":"tracking"},{"name":"weights"},{"name":"calibration methods"},{"name":"survey methods"}],"topics":[{"id":"C81","vocabulary":"JEL Classifications","name":" Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"C8","uri":" https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"C83","vocabulary":"JEL Classifications","name":" Survey Methods; Sampling Methods ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"C8","uri":" https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"C87","vocabulary":"JEL Classifications","name":" Econometric Software ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"C8","uri":" https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"Y80","vocabulary":"JEL Classifications","name":" Related Disciplines ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"Y8","uri":" https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"}],"language":[{"name":"English","code":"EN"}],"data_statement":"All data sources are publicly available but not all are included in the reproducibility package.","repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_environment":"Paper exhibits were reproduced in a computer with the following specifications:\n\u2022 OS: Windows 10 Enterprise\n\u2022 Processor:  Intel(R) Xeon(R) CPU E7- 4860 @ 2.27GHz 2.26 GHz\n\u2022 Memory available: 16 GB\n\u2022 Software version: Stata version 18.0 MP, R version 4.4.1","technology_requirements":"~7 minutes run time","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":"Giulia Ponzini","affiliation":"World Bank","email":"gponzini@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"software":[{"name":"Stata","version":"18 MP","library":[""]},{"name":"R","version":"4.4.1"}],"reproduction_instructions":"To run this package, new users must follow these instructions:\n1. Download the required datasets, refer to the README for details, and place them in the appropriate folder.  \n2. Modify the path in the main Stata do-file to match your directory.  \n3. Add the path to your R installation in the Stata do-file.  \n4. Update the path in the main R script and save it.  \n5. Run the main Stata do-file to execute the entire analysis. "},"tags":[{"tag":"DOI"}],"schematype":"script"}