Reproducible Research Repository
Reproducible Research Repository
  • Home
  • Repository
  • Collections
  • About
    Home / Repository / JA / PP_WLD_2023_29-V01
ja

Reproducibility Package for Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions

2023
Get Reproducibility Package
Reference ID
PP_WLD_2023_29-v01
DOI
https://doi.org/10.60572/afjj-6s09
Author(s)
Philip Wollburg, Stephane Hallegatte, Daniel Gerszon Mahler
Collections
Journal articles
Metadata
JSON
Created on
Nov 15, 2023
Last modified
Dec 20, 2023
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Increasing the consumption of those living under the poverty line in the world is necessary to end extreme poverty. However, growing consumption is one of the main drivers of greenhouse gas emissions, creating a potential tension between alleviating poverty and limiting global warming. Most poverty reduction has historically occurred because of economic growth, which means that reducing poverty entails increasing not only the consumption of people living in poverty but also the consumption of people with a higher income. Here we estimate the emissions associated with the economic growth needed to alleviate extreme poverty using the international poverty line of $2.15 per day. Even with historical energy- and carbon-intensity patterns, the global emissions increase associated with alleviating extreme poverty is modest, at 2.37 gigatonnes of carbon dioxide equivalent per year or 4.9% of 2019 global emissions. Lower inequality, higher energy efficiency and decarbonization of energy can ease this tension further: assuming the best historical performance, the emissions for poverty alleviation in 2050 will be reduced by 90%. More ambitious poverty lines require more economic growth in more countries, which leads to significantly higher emissions. The challenge to align the development and climate objectives of the world is not in reconciling extreme poverty alleviation with climate objectives but in providing sustainable middle-income standards of living.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/78/download/194/README.pdf
    Reproducibility package (data and code) for Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions
    Title
    Reproducibility package (data and code) for Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions
    Date
    2023-11
    Description
    The code in this folder generates the tables and figures in the paper Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions by Philip Wollburg, Stephane Hallegatte, Daniel Gerszon Mahler
    Dependencies
    Stata: All dependencies are stored in the ado folder. R: All dependencies are stored in the renv.lock file
    Instructions
    See README in the reproducibility package.
    Repository
    https://github.com/danielmahler/Ending-extreme-poverty-has-a-negligible-impact-on-global-greenhouse-gas-emissions
    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
    R
    Name
    R
    Version
    4.2

    Reproducibility

    Technology environment

    – OS: Windows 11 Enterprise
    – Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz
    – Memory available: 15.7 GB
    – Software version: Stata version 17, R version 4.2

    Technology requirements

    ~20 min runtime

    Reproduction instructions

    To run the script, new users only need to change the directory path of the Main do file and run the R files that create the graphs.
    Detailed instructions on each code are provided in the README included in this reproducibility package.

    Data

    Datasets
    Poverty and Inequality Platform (PIP) - World Bank
    Name
    Poverty and Inequality Platform (PIP) - World Bank
    Note
    The codes operating on this platform include: "1a-IncomeConsumptionConversion," "1b-Poverty," "2a-GrowthPoverty," and "2c-PlausibleInequalityChanges." Please note that there is a known issue with the current version of pip that prevents "1b-Poverty" from running to completion. However, the data produced by this code is included in the package, so the replication process can proceed without executing this specific code file.
    Access policy
    Published with the package and codes to consult it directly are also provided in the reproducibility package
    Data URL
    https://github.com/worldbank/pip
    01-Inputdata/Population/Population_Worldbank.csv
    Name
    01-Inputdata/Population/Population_Worldbank.csv
    Access policy
    Published with the package
    Data URL
    https://databank.worldbank.org/source/population-estimates-and-projections
    01-Inputdata/Population/Population_UN.csv
    Name
    01-Inputdata/Population/Population_UN.csv
    Access policy
    Published with the package
    Data URL
    https://population.un.org/wpp/Download/Standard/CSV/
    WBOPENDATA: World Bank
    Name
    WBOPENDATA: World Bank
    Note
    The code operating on this platform is "1d-GDP". Please note that the current version in wbopendata is not the same one used by the authors, so the results might vary slightly if running this code. However, the data produced by this code is included in the package (02-Intermediatedata/GDP.dta), so the replication process can proceed without executing this specific code file.
    Access policy
    Published with the package and codes to consult it directly are also provided in the reproducibility package
    Data URL
    https://ideas.repec.org/c/boc/bocode/s457234.html
    01-Inputdata/GHG/ClimateWatch_TotalGHGemissions_capita.csv and 01-Inputdata/GHG/ClimateWatch_EnergyGHGemissions_capita.csv
    Name
    01-Inputdata/GHG/ClimateWatch_TotalGHGemissions_capita.csv and 01-Inputdata/GHG/ClimateWatch_EnergyGHGemissions_capita.csv
    Access policy
    Published with the package
    License
    Creative Commons Attribution 4.0 International
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://www.climatewatchdata.org/ghg-emissions?calculation=PER_CAPITA&end_year=2019§ors=energy%2Ctotal-including-lucf%2Celectricity-heat%2Cland-use-change-and-forestry&start_year=1990
    01-Inputdata/Energy/Energy_EIA.csv
    Name
    01-Inputdata/Energy/Energy_EIA.csv
    Note
    Source: U.S. Energy Information Administration
    Access policy
    Published with the package
    Data URL
    https://www.eia.gov/international/data/world/total-energy/total-energy-consumption
    Data statement

    All data is public and contained in the reproducibility package.

    Description

    Output
    Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions
    Type
    Published Paper
    Title
    Ending Extreme Poverty has a Negligible Impact on Global Greenhouse Gas Emissions
    Authors
    Philip Wollburg, Stephane Hallegatte, Daniel Gerszon Mahler
    URL
    https://www.nature.com/articles/s41586-023-06679-0#article-info
    DOI
    https://doi.org/10.1038/s41586-023-06679-0
    Authors
    Author Affiliation Email
    Philip Wollburg World Bank pwollburg@worldbank.org
    Stephane Hallegatte World Bank shallegatte@worldbank.org
    Daniel Gerszon Mahler World Bank dmahler@worldbank.org
    Date of production

    2023-10

    Scope and coverage

    Geographic locations
    Location Code
    World WLD

    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
    Daniel Gerszon Mahler World Bank dmahler@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reyes Retana MRR World Bank Junior Data Scientist
    Date of Production

    2023-11-14

    Document version

    1

    Citation

    Citation
    loading, please wait...
    Citation format
    Export citation: RIS | BibTeX | Plain text
    Back to Catalog
    The World Bank Working for a World Free of Poverty
    • IBRD IDA IFC MIGA ICSID

    © The World Bank Group, All Rights Reserved.