{"type":"script","doc_desc":{"producers":[{"name":"Reyes Retana","abbr":"\t MRR","affiliation":"World Bank","role":"Junior Data Scientist"}],"prod_date":"2023-11-28","version":"1"},"project_desc":{"authoring_entity":[{"name":"Simone Bertoli","affiliation":"Universit\u00e9 Clermont Auvergne","email":"simone.bertoli@uca.fr","author_id":[{"id":"0000-0002-6512-0834","type":"ORCID"}]},{"name":"David McKenzie","affiliation":"World Bank","email":"dmckenzie@worldbank.org","author_id":[{"id":"0000-0002-1885-2426","type":"ORCID"}]},{"name":"Elie Murard","affiliation":"University of Trento","email":"elie.murard@unitn.it"}],"output":[{"authors":"Simone Bertoli, David McKenzie, and Elie Murard","type":"Working Paper","description":"Policy Research Working Paper (PRWP) 10626","title":"Migration, Families, and Counterfactual Families","uri":"http:\/\/documents.worldbank.org\/curated\/en\/099330212052366138\/IDU0724d761b0c05d040a20b8f40261a46f47247","doi":"https:\/\/doi.org\/10.1596\/1813-9450-10626"}],"datasets":[{"name":"American Community Survey (ACS)","note":"Filename: ACS_collapsed_2008_2021\n\nAmerican Community Survey (ACS) downloaded from IPUMS USA.","uri":"https:\/\/usa.ipums.org\/usa\/acs.shtml","access_type":"Published with package"},{"name":"National Institute of Statistics and Geography (INEGI)","access_type":"Published with package","note":"Filename: ENOE_2005_2018.dta\n\nNational Institute of Statistics and Geography (INEGI). Encuesta Nacional de Ocupaci\u00f3n y Empleo (ENOE) ","uri":"https:\/\/www.inegi.org.mx\/programas\/enoe\/15ymas\/"}],"software":[{"name":"Stata","version":"17"}],"scripts":[{"file_name":"RR_USA_2023_43-v01.zip","zip_package":"RR_USA_2023_43-v01.zip","title":"Reproducibility package (data and code) for Migration, Families, and Counterfactual Families","dependencies":" All dependencies are stored in the ado folder. ","instructions":"See README in reproducibility package.","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.","description":"The code in this folder generates the tables and figures in the paper \"Migration, families, and counterfactual families\u201d by Simone Bertoli, David McKenzie, and Elie Murard","date":"2023-11"}],"title_statement":{"idno":"RR_USA_2023_43-v01","title":"Reproducibility package for Migration, Families, and Counterfactual Families","identifiers":[{"type":"DOI","identifier":"https:\/\/doi.org\/10.60572\/e6sq-sp82"}]},"reproducibility_status":{"type":"Open access & The package contains all code and data needed to reproduce all findings in the report"},"acknowledgment_statement":"We thank our discussants Yajna Govind and Sulin Sardoschau, and participants at the 2nd International Workshop on Migration and Family Economics and 16th AFD-World Bank International Conference on Migration and Development; Simone Bertoli gratefully acknowledges the support received from the Agence Nationale de la Recherche of the French government through the program \u201cInvestissements d\u2019avenir\u201d (ANR-10-LABX-14-01); the usual disclaimers apply.","production_date":"2023-11","abstract":"Migration changes how families form and dissolve, and how we conceptualize the family. This has implications for thinking about how we model the migration decision when individuals are unable to picture the counterfactual families they may have. Differences in marital status can induce two otherwise identical individuals to make different migration decisions. It also has implications for attempts to causally estimate impacts of migration, when the family composition changes with the migration decision itself. We show empirically that changing marital status after migration is widespread, and that the traditional model of a fixed family sending off a migrant who remains part of that same family only describes a minority of migrants moving from developing countries to the U.S. This paper draws out lessons from thinking about counterfactual families for empirical research and for migration policy.","geographic_units":[{"name":"United States","code":"USA","type":"Country"},{"name":"Mexico","code":"MEX","type":"Country"},{"name":"India","code":"IND","type":"Country"},{"name":"Philippines","code":"PHL","type":"Country"},{"name":"China","code":"CHN","type":"Country"},{"name":"Middle East and North Africa","code":"MENA","type":"Region"}],"keywords":[{"name":"Migration"},{"name":"family formation"},{"name":"counterfactual reasoning"},{"name":"status quo bias"},{"name":"remittances"}],"topics":[{"id":"J12","parent_id":"J1","name":"Marriage \u2022 Marital Dissolution \u2022 Family Structure \u2022 Domestic Abuse","vocabulary":"Journal of Economic Literature (JEL)","uri":" https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"name":"Economics of Minorities, Races, Indigenous Peoples, and Immigrants \u2022 Non-labor Discrimination","id":"J15","parent_id":"J1","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"parent_id":"J6","id":"J61","name":"Geographic Labor Mobility \u2022 Immigrant Workers","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"name":"Human Resources \u2022 Human Development \u2022 Income Distribution \u2022 Migration","id":"O15","parent_id":"O1","vocabulary":"Journal of Economic Literature (JEL)","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"}],"data_statement":"All data used in the study is publicly available and can be found in the reproducibility package. The reproducibility package runs from intermediate data. These data has been prepared by the authors who have combined datasets for the entire period and have specifically chosen the variables necessary for their analysis. This intermediate data is stored in the 'data' folder. Additionally, the 'README' file includes a detailed list of all the variables that have been utilized in the analysis.","language":[{"name":"English","code":"EN"}],"repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_requirements":"~5 min runtime","reproduction_instructions":"To run the script, new users only need to change the directory of the Main do file.","technology_environment":"Paper exhibits were attempted to be reproduced in a computer with the following specifications:\n\u2013 OS: Windows 11 Enterprise\n\u2013 Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz\n\u2013 Memory available: 15.7 GB\n\u2013 Software version: Stata version 17","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":[{"email":"dmckenzie@worldbank.org","affiliation":"World Bank","name":"David McKenzie"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"identifiers":[{"type":"DOI","identifier":"https:\/\/doi.org\/10.60572\/e6sq-sp82"}]},"tags":[{"tag":"DOI"}],"schematype":"script"}