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PRWP

Reproducibility package for Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries

2024
Get Reproducibility Package
Reference ID
RR_MIC_2024_85-v03
DOI
https://doi.org/10.60572/22kn-n629
Author(s)
Christopher Hoy, Yeon Soo Kim, Minh Nguyen, Mariano Sosa, Sailesh Tiwari
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Mar 15, 2024
Last modified
Mar 15, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This study examines which factors influence support for reducing fossil fuel subsidies and what types of information shift people’s views through surveying 37,000 respondents across 12 middle-income countries that provided over US$750 billion in explicit and implicit subsidies for fossil fuels in 2022. Respondents were randomly allocated to receive information about the relative cost of fossil fuel subsidies, how they are regressive, or worsen climate change and air pollution. They were then asked about their support for reforms with and without accompanying policies. These treatments, particularly about environmental damage, increased support for reforms in countries that primarily subsidize gasoline and among respondents who perceive themselves to be middle class. Around 30 percent of respondents supported reducing fossil fuel subsidies in isolation, but this share increased to over 95 percent if accompanying policies were implemented. These findings help inform governments about how to build public support for phasing out fossil fuel subsidies.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/112/download/292/README.pdf
    Reproducibility package (code and partial data) for Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries
    Title
    Reproducibility package (code and partial data) for Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries
    Date
    2024-02
    Dependencies
    All Stata dependencies are stored in the folder "DoFiles/ado". R dependencies are specified in the README. R environment files with the exact dependencies versions are included in the reproducibility package for environment replication.
    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
    R
    Name
    R
    Version
    4.2.1

    Reproducibility

    Technology environment

    The code was run in two computers with the following specifications:
    Computer 1:

    • 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 code was not run in this computer)
      Computer 2:
    • OS: Windows 10 Enterprise, version 21H2
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.9GHz
    • Memory available: 128 GB
    • Software version: Stata 18.0 MP, R 4.2.1
    Technology requirements

    Runtime: 30 minutes

    Data

    Datasets
    Cross-country survey on attitudes towards fossil fuel subsidies
    Name
    Cross-country survey on attitudes towards fossil fuel subsidies
    Note
    Survey data on support for reducing fossil fuel subsidies collected by the authors of the paper associated to this reproducibility package. Data was collected in 12 middle-income countries: Angola, Argentina, Bangladesh, Bolivia, Ecuador, Egypt, Ghana, Indonesia, Kazakhstan, Nigeria, Pakistan, and Vietnam. This dataset corresponds to the country files in Data/Raw, allrawdata_weight.dta, and to "q31 theme classification.dta".
    Access policy
    Raw data is partially restricted. Some anonymous raw data is included in the reproducibility package along with aggregated data constructed with this dataset. Replicators can contact the authors for access to the full raw data.
    World Bank's Global Monitoring Database
    Name
    World Bank's Global Monitoring Database
    Note
    The Global Monitoring Database (GMD) encompasses a set of key indicators for World Bank analytical purposes and operational decision-making, including multidimensional poverty measures, shared prosperity metrics, and median income or expenditure figures. The dataset was accessed using the WB-internal Stata library datalibweb.
    Access policy
    Data is restricted and can be used only by the World Bank. Replicators can contact the dataset authors at data4goals@worldbank.org
    Data statement

    Some raw datasets used are restricted and not included in the reproducibility package. Replicators can contact the authors for data access. Only anonymous raw data and constructed datasets are included in the reproducibility package.

    Description

    Output
    Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries
    Type
    Working paper
    Title
    Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries
    Description
    Policy Research Working Paper (PRWP) 10615
    URL
    http://documents.worldbank.org/curated/en/099623511222327179/IDU05ee7729604e8304a85088a8012e5028d7d24
    DOI
    https://doi.org/10.1596/1813-9450-10615
    Authors
    Author Affiliation Email
    Christopher Hoy World Bank choy@worldbank.org
    Yeon Soo Kim World Bank ykim8@worldbank.org
    Minh Nguyen World Bank mnguyen3@worldbank.org
    Mariano Sosa World Bank msosa@worldbank.org
    Sailesh Tiwari World Bank stiwari@worldbank.org
    Date of production

    2024-03

    Scope and coverage

    Geographic locations
    Location Code
    Angola AGO
    Argentina ARG
    Bangladesh BGD
    Bolivia BOL
    Ecuador ECU
    Egypt EGY
    Ghana GHA
    Indonesia IDN
    Kazakhstan KAZ
    Nigeria NGA
    Pakistan PAK
    Vietnam VNM
    Keywords
    Political Economy Public Finance Subsidies Climate Change Fossil Fuels Energy Policy Randomized Experiment
    Topics
    ID Topic Vocabulary URI
    D04 Microeconomic Policy: Formulation, Implementation, and Evaluation
    D80 Information, Knowledge, and Uncertainty - General
    D90 Micro-Based Behavioral Economics - General
    H20 Taxation, Subsidies, and Revenue - General
    H30 Fiscal Policies and Behavior of Economic Agents - General
    H50 National Government Expenditures and Related Policies - General

    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
    Christopher Hoy World Bank choy@worldbank.org
    Reproducibility WB 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

    2024-03-12

    Document version

    1

    Citation

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