Data from: Leaving the shadows behind? Effects of domestic workers reform on mothers’ formal employment
Data files
Oct 29, 2024 version files 89.05 KB
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Boruchowicz_DOFILE1.do
4.26 KB
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Boruchowicz_DOFILE2.do
47.31 KB
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Boruchowicz_DOFILE3.do
5.38 KB
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Boruchowicz_DOFILE4.do
27.01 KB
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README.md
5.09 KB
Abstract
The study "Leaving the Shadows Behind? Effects of Domestic Workers Reform on Mothers' Formal Employment" attempts to answer the question: What happens when new labor regulations are implemented and enforced while a welfare cash transfer is already in place? It does so by analyzing the effects on employment and formality resulting from the introduction of Argentine National Law 26.844 ('Private Homes Employee's Regime') in April 2013, differentiated by the age of the domestic worker's youngest child. The data source for this analysis comes from the Argentinean National Household Survey (EPH, for its name in Spanish) for the period 2010-2015. The EPH is collected by the National Institute of Statistics (INDEC) and contains quarterly individual and household microdata for 32 urban areas representing 62 percent of the country's total population (Garganta and Gasparini, 2015). The EPH follows a rotation scheme in which a household in a certain area enters the sample for two quarters in a row, retires for the next two quarters, and returns for two more quarters. In this case, the panel structure of the survey was not exploited because of the small number of domestic workers sampled before and after the reform. As such, each quarterly observation is used as a repeated cross-section with standard errors clustered in the urban area. The final sample consists of women aged between 18 and 59 years who are Argentinean residents, mothers with children in the household, either single or married to an unregistered spouse and who self-identify as domestic workers. The former means that the woman states that domestic work is either her main activity or, if unemployed, that her last occupation is domestic work. The EPH contains detailed self-reported information on domestic workers living in their own dwellings, including their household and job characteristics. Domestic workers who co-reside with their employers are excluded from this analysis because they represent a small number of observations in the sample and because no household information is available for them. The sample also excludes workers who (if employed) have been working for the same employer for more than 25 years, and those who work for over 50 hours per week. The previous is an attempt to make the groups of domestic workers with children below 18 years old and with children 18 years old or above more comparable.
https://doi.org/10.5061/dryad.zw3r228hr
Description of the data and file structure
Due to licensing restrictions, the raw data is not included here, but instructions to download it are included.
To download raw data:
1) Download EPH data from the INDEC site (https://sitioanterior.indec.gob.ar/bases-de-datos.asp):
a) Go to “Microdatos y Documentos 2003-2015” under Encuesta Permanente de Hogares (EPH)
b) Go to “Bases de microdatos”
c) One by one, select from years 2003, 2004, …, 2015
d) In each year, download one by one quarterly data from the link that reads “Formato Stata”. For example, for the year 2013 select “Formato Stata” for “Primer trimestre” for quarter one, select “Formato Stata” for “Segundo trimestre” for quarter two, select “Formato Stata” for “Tercer trimestre” for quarter three and select “Formato Stata” for “Cuarto trimestre” for quarter four. The previous will give you two files: one at the individual level (for example, for quarter two of 2013 it will read ‘Individual_t213’) and one at the household level (for example, for quarter two of 2013 it will read ‘Hogar_t213’)
e) Go to ”Microdatos y Documentos 2016-2018” under Encuesta Permanente de Hogares (EPH)
f) Go to “Bases de microdatos”
g) Go to “ Base Individual y hogar. Total aglomerados , total interior, aglomerados de más y menos de 500.000 habitantes y cada aglomerado de EPH. Segundo trimestre 2016.” and download “Formato xls” for quarter two of 2016. Repeat for “Tercer trimestre 2016” (quarter three, 2016); “Cuarto trimestre 2016” (quarter four, 2016); “Primer trimestre 2017” (quarter one, 2017); “Segundo trimestre 2017” (quarter two, 2017); “Tercer trimestre 2017” (quarter three, 2017); “Cuarto trimestre 2017” (quarter four, 2017). The previous will give you two files: one at the individual level (for example, for quarter two of 2016 it will read ‘usuindividualT216’) and one at the household level (for example, for quarter two of 2016 it will read ‘usuHogart216’)
To prepare raw data:
1) Save all downloaded files in the same folder
2) Change your Stata working directory to the folder where you saved all the data
3) Run ‘Boruchowicz_DOFILE1’. With this code you will be able to: i) Import .xls files into Stata; ii) Create one Stata file per quarter with all Individual level data; iii) Create one Stata file with all Household level data (all years, all quarters)
4) Run ‘Boruchowicz_DOFILE2’. With this code you will be able to: i) Create the variables used in the study (including a variable that links women to their dependent children and to their spouse); ii) Create a Stata file at the women level (for all years, all quarters) that also contains merged household level data
5) Run ‘Boruchowicz_DOFILE3’. With this code you will be able to: i) Create the variables related to domestic workers; ii) Identify the variables ‘After’ and ‘Child’, which are the main ones used in the analysis; iii) Create one Stata file titled “Boruchowicz_database” which is the main one used for the study
To replicate Figures and Tables
1) Run ‘Boruchowicz_DOFILE4’ to replicate figures and tables on the study (including those in the supplementary online appendix)
Files and variables
File: BORUCHOWICZ_DOFILE1
Description: With this code you will be able to: i) Import .xls files into Stata; ii) Create one Stata file per quarter with all Individual level data; iii) Create one Stata file with all Household level data (all years, all quarters)
File: BORUCHOWICZ_DOFILE2
Description: With this code you will be able to: i) Create the variables used in the study (including a variable that links women to their dependent children and to their spouse); ii) Create a Stata file at the women level (for all years, all quarters) that also contains merged household level data
File: BORUCHOWICZ_DOFILE3
Description: With this code you will be able to: i) Create the variables related to domestic workers; ii) Identify the variables ‘After’ (second quarter 2013 onwards) and ‘Child’ (having a dependent under 18 years old), which are the main ones used in the analysis; iii) Create one Stata file titled “Boruchowicz_database” which is the main one used for the study
File: BORUCHOWICZ_DOFILE4
Description: With this code you will be able to replicate figures and tables on the study (including those in the supplementary online appendix)
Code/software
Data for this study was processed using Stata 14.
Please be sure to save all downloaded data in the same folder, and use that folder as the working directory when running the Do Files.
Access information
Other publicly accessible locations of the data:
- N/A
Data was derived from the following sources:
The data used in this study were obtained from sources in the public domain: EPH. “Microdatos y Documentos 2003–2015.” & " “Microdatos y Documentos 2016–2018.” https://www.indec.gob.ar/indec/web/Institu cional- Indec- BasesDeDatos.
Data files at the Individual and Household level were downloaded from the National Institute of Statistics (INDEC) and processed using Stata 14. See directions to download these data in the README.