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PRWP

Reproducibility package for Reconceptualizing Global Multidimensional Poverty Measurement, with Illustration on Nigerian Data

2023
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Reference ID
RR_NGA_2023_18-v01
DOI
https://doi.org/10.60572/0sgh-5g43
Author(s)
Benoit Decerf, Kike Fonton
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Sep 22, 2023
Last modified
Jan 03, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Multidimensional poverty measures can in theory make well-being comparisons that are less biased than those solely based on monetary poverty. However, global multidimensional poverty measures suffer in practice from limitations that have led to credible criticisms. This paper presents the case for multidimensional poverty measures, two criticisms against their current implementations, as well as recently proposed solutions to improve on these criticisms. The paper develops a method for implementing these solutions in practice. The resulting well-being indicator is used to compare well-being across Nigerian states in 2019. This empirical illustration suggests that these solutions may substantially affect well-being comparisons. The paper also quantifies the potential bias inherent to comparing well-being solely based on monetary poverty. The results find substantially different well-being comparisons between the proposed well-being indicator and monetary poverty even though monetary poverty was (i) high in Nigeria in 2019, (ii) very heterogeneously distributed across Nigerian states, and (iii) integrated as one component of the proposed well-being indicator. The paper aims to improve global multidimensional poverty measures by making them more consistent with individual preferences and by incorporating the direct impact of mortality, which deprives individuals of the most important functioning.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/63/download/143/README.pdf
    Reproducibility package (data and code) for Reconceptualizing Global Multidimensional Poverty Measurement, with Illustration on Nigerian Data
    Title
    Reproducibility package (data and code) for Reconceptualizing Global Multidimensional Poverty Measurement, with Illustration on Nigerian Data
    Date
    2023-09
    Software
    Stata
    Dependencies
    Various. Please see the folder Programs/AdoFolder for the ado files used
    Instructions
    See readme in reproducibility package
    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
    17

    Reproducibility

    Technology environment

    OS: Microsoft Windows 10 Version 21H2
    Processor: Intel(R) Xeon(R) CPU E7-4890 v2 @ 2.80GHz, 2800 Mhz, 2 Core(s), 2 Logical Processor(s).
    Memory available: 15.8 GB

    Reproduction instructions

    A readme file with detailed instructions is part of the reproducibility package

    Data

    Data statement

    All data is public. Please see the README file for instructions about obtaining the data.

    Description

    Output
    Reconceptualizing Global Multidimensional Poverty Measurement, with Illustration on Nigerian Data
    Type
    Working Paper
    Title
    Reconceptualizing Global Multidimensional Poverty Measurement, with Illustration on Nigerian Data
    Authors
    Benoit Decerf, Kike Fonton
    Description
    Policy Research Working Paper (PRWP) 10577
    URL
    https://elibrary.worldbank.org/doi/abs/10.1596/1813-9450-10577
    DOI
    https://doi.org/10.1596/1813-9450-10577
    Authors
    Author Affiliation Email
    Benoit Decerf World Bank bdecerf@worldbank.org
    Kike Fonton Université Gaston Berger de Saint-Louis & Ghent University
    Date of production

    2023-09

    Scope and coverage

    Geographic locations
    Location Code
    Nigeria NGA

    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 Role Affiliation Email URI
    Benoit Decerf Author World Bank bdecerf@worldbank.org
    Reproducibility WBG reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation
    Krestel CK World Bank
    Date of Production

    2023-09-25

    Document version

    2

    Citation

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