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PRWP

Reproducibility package for Women’s Labor Force Participation in Nepal: An Exploration of The Role of Social Norms

2024
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Reference ID
RR_NPL_2024_147
DOI
https://doi.org/10.60572/6pd5-3a88
Author(s)
Jumana Alaref, Aishwarya Patil, Tasmia Rahman, Ana Maria Muñoz Boudet, Jasmine Rajbhandary
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jun 28, 2024
Last modified
Jul 05, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Whether and the extent to which social norms matter for women’s labor force participation has been shown to vary by context. This paper presents rigorous evidence on how these relationships hold in the case of Nepal, where female labor force participation remains among the lowest in the world. Using a representative survey covering four provinces in Nepal, the authors collect data from 2,000 married Nepali women and men on their own beliefs regarding norms-related behaviors, their expectations of how common it is for others in their social group to engage in those behaviors, and the expected social consequences surrounding those behaviors. Overall, the study finds that personal beliefs and social expectations are generally not very restrictive among respondents, and that there are limited linkages between social norms and women’s work outcomes. However, the study also shows that norms matter for select sub-groups and under certain circumstances that relate to the woman’s role as a mother and in the household as well as to her job characteristics. Findings indicate that relaxing norms in those specific circumstances can help promote women’s labor force participation in Nepal.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/160/download/439/README.pdf
    Reproducibility package (code and partial data) for Women’s Labor Force Participation in Nepal: An Exploration of The Role of Social Norms
    Title
    Reproducibility package (code and partial data) for Women’s Labor Force Participation in Nepal: An Exploration of The Role of Social Norms
    Dependencies
    For Stata: ietoolkit, outreg2, schemepack, winsor2, tabout. All dependencies were installed from SSC. All dependency files are included in the folder "dofiles/ado" and are loaded automatically by the main do-file.
    Instructions
    See README in the reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    17 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    – OS: Windows 10 Enterprise, version 21H2
    – Processor: Intel(R) Xeon(R) CPU E7-4890 v2 @ 2.80GHz 2.80 GHz
    – Memory available: 5.9 GB
    – Software version: Stata MP 17

    Technology requirements

    Runtime: 20 minutes

    Reproduction instructions

    Users can run the reproducibility package using the included data and reproduce 29 out of 31 outputs. Users need access to the dataset "Nepal Labor Force Survey 2017-2018" to reproduce all exhibits. Reproducing the results requires changing the global path folder in line 43 of the main do-file and running it. The do-file that reproduces the two remaining exhibits ("misc_annex.do", producing tables A1 and A2 of the Annex) does not run by default. Users with access to "Nepal Labor Force Survey 2017-2018" can run this portion of the code by replacing the local in line 40 of "03_MasterDataAnalysis.do" from 0 to 1.

    Data

    Datasets
    Women’s Labor Force Participation in Nepal 2023: An Exploration of The Role of Social Norms
    Name
    Women’s Labor Force Participation in Nepal 2023: An Exploration of The Role of Social Norms
    Note
    Data was collected by the authors during May-June 2023. A clean, final version of this dataset is publicly available in the data URL. The data included in this reproducibility package corresponds to the raw deiidentified version of the data. The reproducibility package includes data cleaning and construction do-files that produce the same dataset available in the data URL. Raw data files: "men_women_roster_main.dta", "women_roster_main.dta".
    Access policy
    Data is included in the reproducibility package
    Data URL
    https://microdata.worldbank.org/index.php/catalog/6254
    Nepal Labor Force Survey 2017-2018
    Name
    Nepal Labor Force Survey 2017-2018
    Note
    This dataset is only used to produce tables A1 and A2 of the Annex. The dataset was formerly available in the URL https://microdata.nsonepal.gov.np/index.php/catalog/88, but it is not accessible anymore at the time of the reproducibility package publication in June 2024. Replicators may contact the National Statistics Office of Nepal for access. The data file name is "NPL_SN_REGRESS.dta". This is the same name as one of the cleaned, final data files of the other dataset used in this project, but it's different data. Data was accessed in December 2020.
    Access policy
    Data is restricted and not included in the reproducibility package
    Data statement

    One dataset is public and included in the reproducibility package and one is restricted and not included.

    Description

    Output
    Women’s Labor Force Participation in Nepal : An Exploration of The Role of Social Norms
    Type
    Working paper
    Title
    Women’s Labor Force Participation in Nepal : An Exploration of The Role of Social Norms
    Description
    Policy Research Working Paper (PRWP) 10810
    URL
    http://documents.worldbank.org/curated/en/099816406182414601/IDU1035b93f911719141a018d501ae0bcdc1f1e2
    Authors
    Author Affiliation Email
    Jumana Alaref World Bank jalaref@worldbank.org
    Aishwarya Patil World Bank apatil3@worldbank.org
    Tasmia Rahman World Bank trahman4@worldbank.org
    Ana Maria Muñoz Boudet World Bank amunozboudet@worldbank.org
    Jasmine Rajbhandary World Bank jrajbhandary@worldbank.org
    Date of production

    2024-06

    Scope and coverage

    Geographic locations
    Location Code
    Nepal NPL
    Keywords
    social norms female labor force participation South Asia Nepal
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    C93 Field Experiments C9 Journal of Economic Literature
    D91 Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making D9 Journal of Economic Literature
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature
    J21 Labor Force and Employment, Size, and Structure J2 Journal of Economic Literature

    Disclaimer

    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.

    Access and rights

    License
    Name URI
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Aishwarya Patil World Bank apatil3@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DIME World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2024-06-26

    Document version

    1

    Citation

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