Replication Package of Renewable Energy Diffusion Through Trade
Description
This replication package contains all necessary datasets, Stata scripts, and documentation to replicate the study titled "The Trade Route to Renewables: Import as a Catalyst for the Diffusion of Renewable Energy Technology." The study examines how international trade, particularly imports, facilitates the diffusion of renewable energy technology (RET) knowledge stock across countries. List of code files (.do) - 00_Bilateral-Trade-Data-Compilation.do – Compiles and cleans bilateral trade data from ITC Trade Map, merges datasets, and removes inconsistencies. - 0_RET-Diffusion-Data.do – Cleans, structures, and merges patent data with the compiled trade dataset. - 01_RET-Trade-Data-Processing.do – Computes import and export-weighted RET knowledge exposure indices, and process macroeconomic & socioeconomic data. - 02_RET-Trade-Regressions.do – Runs fixed-effects panel regression models. - 03_RET-Trade-Graphs-Residual-Charts.do – Creates graphs and charts from residual analysis List of all datasets 1. Trade Data - TradeDataset_AppendedV1.dta – Initial compiled bilateral trade dataset before merging with other datasets. - motherdataset_stata_WD_ITC.dta – Final compiled bilateral trade dataset, structured as a country-year panel. 2. Patent Data - patent_raw.dta – Raw patent data for renewable energy technologies from Our World in Data (OWID). - Patent.dta – Cleaned and structured patent dataset. - patent_reporter.dta – Patent dataset structured for reporting countries to merge with regression dataset. 3. Index Measuring RET Exposure Through Import & Export - WD_index.dta – Dataset containing calculated import and export exposure indices, measuring trade-based knowledge spillovers. 4. Macroeconomic & Socioeconomic Data - GDP_Country.dta – Real GDP and GDP per capita data from World Bank. - Renewable_ELC.dta – Renewable energy share in electricity production dataset. - RECons_ELC.dta – Total renewable electricity generation dataset. - Popmerge_wdi.dta – Population data from World Development Indicators (WDI). - population_owid.dta – Population data for missing countries (Taiwan, Palestine, Montserrat) from OWID. - WGI.dta – World Governance Indicators dataset, sourced from the World Bank. - REPolicy_IEA.dta – Number of active renewable energy policies per country from IEA. - REPolicy_ImpIndex.dta – Computed Renewable Energy Policy Implementation Index using Principal Component Analysis (PCA). - co2_energy.dta – Per capita CO2 emissions and energy intensity dataset from OWID. - gross_enrollment.dta – Gross enrollment ratio in primary education dataset from UNESCO. - average_years_of_schooling.dta – Average years of schooling dataset from UNDP. - Fossil.dta – Per capita electricity consumption from fossil fuel dataset. 5. Final Processed Working Datasets (Versions 1-10) - WD_v10_regression.dta – Final dataset used for regression analysis, including all necessary control variables, transformations, and standardizations.
Files
Steps to reproduce
Please go through the readme file inside the ZIP file for detailed steps to reproduce the datasets and results.