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PRWP

Reproducibility package for Unveiling Multidimensional Poverty: Insights from the EU

2024
Get Reproducibility Package
Reference ID
RR_EUE_2024_197
DOI
https://doi.org/10.60572/ewbh-5y52
Author(s)
Monica Robayo-Abril, Lucia Echeverria
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Oct 22, 2024
Last modified
Oct 22, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    The European Union (EU) has improved living standards, yet welfare disparities persist across regions, countries, and demographic groups. This paper uses data from EU-SILC cross-sectional and longitudinal surveys and the at risk-of-poverty or social exclusion (AROPE) framework to analyze recent temporal trends in absolute multidimensional poverty across EU27 countries and subregions. It also quantifies the extent, composition, and factors associated with higher risks of multidimensional poverty across four EU countries (Bulgaria, Romania, Croatia, and Poland) and extends the AROPE framework to consider other dimensions of deprivations. Finally, it analyzes the extent of multidimensional poverty among the Roma population in Bulgaria and assesses the extent of chronic income poverty and chronic material deprivation among this group. Our analysis reveals that some EU member states present strikingly divergent trends in multidimensional poverty compared to the EU average, as well as different rates of progress across EU subregions. In the analysis of the four EU countries of interest, results indicate that even though monetary poverty risks are comparable across these countries, there exist notable variations in the incidence of non-monetary indicators and the intensity of deprivations. However, the likelihood of being multidimensionally poor is conditioned by similar individual, socio-economic, and familiar characteristics across countries. The Roma population in Bulgaria encounters more concurrent disadvantages compared to the broader population and is significantly more likely to be disproportionately represented among those experiencing chronic poverty and material deprivations. These findings underscore the urgent need for targeted policy interventions that tackle the most pressing needs of disadvantaged populations. Finally, this study proposes a set of potential policy interventions to address structural inequalities and improve the well-being of vulnerable populations.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/198/download/564/README.pdf
    Reproducibility package (code) for Unveiling Multidimensional Poverty: Insights from the EU
    Title
    Reproducibility package (code) for Unveiling Multidimensional Poverty: Insights from the EU
    Date
    2024-10
    Dependencies
    All dependencies are stored in the ado folder.
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    18 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Processor Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 2900 Mhz, 4 Core(s), 4 Logical Processor(s)
    • Memory available: 32 GB
    • Software version: Stata 18 MP

    Technology requirements

    ~40 minutes runtime

    Reproduction instructions

    Users must first obtain the datasets and save them in the designated folders as specified in the README. Then, update the directory path in the main do-file to successfully reproduce of the results.

    Data

    Datasets
    Statistics on Income and Living Conditions (SILC) of the European Union
    Name
    Statistics on Income and Living Conditions (SILC) of the European Union
    Note
    Source: EU statistics on income and living conditions (EU-SILC). Located at: 01Data/Raw/Longitudinal EU-SILC. The EU-SILC dataset can be requested from Eurostat under a data usage agreement. For more information on how to get access to the EU-LFS see the data URL. Please see README file for more information.
    Access policy
    Restricted and not included in the reproducibility package.
    Data URL
    https://ec.europa.eu/eurostat/web/microdata/european-union-statistics-on-income-and-living-conditions
    Statistics on Income and Living Conditions (SILC) of the European Union for Bulgaria (2021)
    Name
    Statistics on Income and Living Conditions (SILC) of the European Union for Bulgaria (2021)
    Note
    Source: EU statistics on income and living conditions (EU-SILC). Located at: 01Data/Raw/Cross-sectional EU-SILC. Access to the national HBS data is based on an approval process, a detailed research proposal, confidentiality agreements signed by each team member, and some standard forms sent by the Bulgarian National Statistics Institute (NSI). Access will be granted to all those with a valid research agreement and removed at the end of the agreement unless the user sends an extension or revised agreement. Additional information is included in the README.
    Access policy
    Restricted and not included in the reproducibility package.
    Data URL
    https://ec.europa.eu/eurostat/web/microdata/european-union-statistics-on-income-and-living-conditions
    Bulgarian National Statistics on Income and Living Conditions (Bulgaria-SILC) (2021)
    Name
    Bulgarian National Statistics on Income and Living Conditions (Bulgaria-SILC) (2021)
    Note
    Source: Bulgarian National statistics on income and living conditions (Bulgaria-SILC) (2021) Located at: 01Data/Raw/Bulgaria SILC. Access to the national SILC data is based on an approval process, a detailed research proposal, confidentiality agreements signed by each team member, and some standard forms sent by the Bulgarian National Statistics Institute (NSI). Access will be granted to all those with a valid research agreement and removed at the end of the agreement unless the user sends an extension or revised agreement.
    Access policy
    Restricted and not included in the reproducibility package.
    License URL
    https://www.nsi.bg/en/content/14843/basic-page/license-use-statistical-information-produced-and-disseminated-national-statistical-institute
    Data URL
    https://www.nsi.bg/en/content/8252/social-inclusion-and-living-conditions
    Data statement

    All data is confidential and has not been included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Unveiling Multidimensional Poverty: Insights from the EU
    Type
    Working Paper
    Title
    Unveiling Multidimensional Poverty: Insights from the EU
    Authors
    Monica Robayo-Abril, Lucia Echeverria
    Description
    Policy Research Working Paper (PRWP)
    Authors
    Author Affiliation Email
    Monica Robayo-Abril World Bank mrobayo@worldbank.org
    Lucia Echeverria World Bank and Universidad Nacional de Mar del Plata lecheverria@worldbank.org
    Date of production

    2024-10

    Scope and coverage

    Geographic locations
    Location Code
    Europe EUE
    Keywords
    Poverty measurement multidimensional poverty poverty persistence material deprivation social exclusion EU-SILC Roma
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    I32 I3 Measurement and Analysis of Poverty Journal of Economic Literature (JEL)
    O52 05 Europe Journal of Economic Literature (JEL)
    D63 D6 Equity, Justice, Inequality, and Other Normative Criteria and Measurement Journal of Economic Literature (JEL)

    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
    Monica Robayo-Abril World Bank mrobayo@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

    2024-10-21

    Document version

    1

    Citation

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