{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"version":"1","prod_date":"2024-03-12"},"project_desc":{"output":[{"type":"Working paper","title":"Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries","description":"Policy Research Working Paper (PRWP) 10615","uri":"http:\/\/documents.worldbank.org\/curated\/en\/099623511222327179\/IDU05ee7729604e8304a85088a8012e5028d7d24","doi":"https:\/\/doi.org\/10.1596\/1813-9450-10615"}],"datasets":[{"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_type":"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."},{"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_type":"Data is restricted and can be used only by the World Bank. Replicators can contact the dataset authors at data4goals@worldbank.org"}],"software":[{"name":"Stata","version":"17","library":[""]},{"name":"R","version":"4.2.1"}],"scripts":[{"file_name":"RR_MIC_2024_85-v03","zip_package":"RR_MIC_2024_85-v03.zip","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"}],"title_statement":{"idno":"RR_MIC_2024_85-v03","title":"Reproducibility package for Attitudes Towards Reducing Fossil Fuel Subsidies: Evidence across 12 Middle-Income Countries"},"production_date":"2024-03","abstract":"This study examines which factors influence support for reducing fossil fuel subsidies and what types of information shift people\u2019s 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.","geographic_units":[{"name":"Angola","code":"AGO"},{"name":"Argentina","code":"ARG"},{"name":"Bangladesh","code":"BGD"},{"name":"Bolivia","code":"BOL"},{"name":"Ecuador","code":"ECU"},{"name":"Egypt","code":"EGY"},{"name":"Ghana","code":"GHA"},{"name":"Indonesia","code":"IDN"},{"name":"Kazakhstan","code":"KAZ"},{"name":"Nigeria","code":"NGA"},{"name":"Pakistan","code":"PAK"},{"name":"Vietnam","code":"VNM"}],"keywords":[{"name":"Political Economy"},{"name":"Public Finance"},{"name":"Subsidies"},{"name":"Climate Change"},{"name":"Fossil Fuels"},{"name":"Energy Policy"},{"name":"Randomized Experiment"}],"topics":[{"id":"D04","name":"Microeconomic Policy: Formulation, Implementation, and Evaluation","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"D80","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Information, Knowledge, and Uncertainty - General"},{"id":"D90","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Micro-Based Behavioral Economics - General"},{"id":"H20","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Taxation, Subsidies, and Revenue - General"},{"id":"H30","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Fiscal Policies and Behavior of Economic Agents - General"},{"id":"H50","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"National Government Expenditures and Related Policies - General"}],"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.","repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_requirements":"Runtime: 30 minutes","technology_environment":"The code was run in two computers with the following specifications:\nComputer 1:\n- OS: Windows 11 Enterprise\n-  Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz\n-  Memory available: 15.7 GB\n-  Software version: Stata version 17 (R code was not run in this computer)\nComputer 2:\n- OS: Windows 10 Enterprise, version 21H2\n-  Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.9GHz\n-  Memory available: 128 GB\n- Software version: Stata 18.0 MP, R 4.2.1","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.","license":[{"name":"Modified BSD3","uri":"https:\/\/opensource.org\/license\/bsd-3-clause\/"}],"contacts":[{"name":"Christopher Hoy","affiliation":"World Bank","email":"choy@worldbank.org"},{"name":"Reproducibility WB","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"authoring_entity":[{"name":"Christopher Hoy","affiliation":"World Bank","email":"choy@worldbank.org"},{"name":"Yeon Soo Kim","affiliation":"World Bank","email":"ykim8@worldbank.org"},{"name":"Minh Nguyen","affiliation":"World Bank","email":"mnguyen3@worldbank.org"},{"name":"Mariano Sosa","affiliation":"World Bank","email":"msosa@worldbank.org"},{"name":"Sailesh Tiwari","affiliation":"World Bank","email":"stiwari@worldbank.org"}]},"tags":[{"tag":"DOI"}],"schematype":"script"}