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. 2022 Jun 8;29(51):77199–77237. doi: 10.1007/s11356-022-21107-y

Table 2.

Definition of variables and data sources

Variable Description Expected sign Source
CO2 CO2 emissions (kg per 2010 US$ of GDP) N/A WDI
EFP Ecological Footprint in million gha N/A Global Footprint Network
EI Energy intensity, kilograms of oil equivalent Positive WDI
EPU World uncertainty index that deals with the frequency of articles, which contain “uncertainty” – as shown in EIU reports Positive or negative https://fred.stlouisfed.org/series/WUIZAF, accessed on 22 February 2022
TECH Technological innovation is measured by gross domestic spending on R&D (% GDP) Negative or positive WDI
OPEN Trade openness is computed as composite trade intensity introduced by Squalli and Wilson (2011) capturing trade effect Positive or negative WDI, Authors
SE Real GDP per capita capturing scale effect Positive WDI
TE Real GDP per capita squared capturing technique effect Negative WDI, Authors
REC Renewable energy consumption, which includes hydroelectric power, geothermal, solar, wind, and biomass is measured in British thermal unit (BTU) Positive or negative WDI
NREC Non-renewable energy consumption comprising petroleum, natural gas, and coal is measured in BTU Positive or negative WDI
ECI Economic complexity index is measured by a country’s diversity of exports and its ubiquity Positive or negative OEC 2020

N/A: Not available; WDI: World Development Indicators; EIU: Economist Intelligence Unit