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Table 1 Challenges and indicators found through a systematic literature review are categorized into four challenges, seventeen sub-challenges, and fifty-three indicators

From: A novel multicriteria assessment framework for evaluating the performance of the EU in dealing with challenges of the low-carbon energy transition: an integrated Fermatean fuzzy approach

Challenge

Sub-challenge

Indicator

Social (C1)

Public engagement (SC1)

Share of zero-emission vehicles in newly registered passenger cars-% (I1)

GHG emissions per capita- kg CO2eq person−1 (I2)

GHG intensity of power & heat generation- t CO2eq MillionEUR−1 (I3)

Average CO2 emissions of new passenger cars- g CO2 km−1 (I4)

Public awareness (SC2)

The general advancement of knowledge: R&D financed from General University Funds (GUF)- Million Euro (I5)

The general advancement of knowledge: R&D financed from other sources than GUF- Million Euro (I6)

Public resistance (SC3)

Share of renewable energy in gross final energy consumption-% (I7)

Renewable energy share in transport (RES-T)-% (I8)

Renewable electricity share (RES-E)-% (I9)

Renewable energy for heating & cooling (RES-H&C)-% (I10)

Fossil fuel avoidance by renewable energy-% (I11)

Energy justice (SC4)

Energy affordability-% (I12)

Harmonised Index of Consumer prices-% (I13)

Inability to keep home adequately warm-% (I14)

Household electricity prices- EUR kWh−1 (I15)

Household gas prices- EUR kWh−1 (I16)

Labor transition (SC5)

Total employment in renewables- employed persons (1000) (I17)

Energy security (SC6)

Aggregate supplier concentration index (from extra-EEA suppliers)- (0–1000) (I18)

Net import dependency-% (I19)

N-1 rule for gas infrastructure-% (I20)

Electricity interconnection-% (I21)

Market concentration index - power generation- (0–10,000) (I22)

Market concentration index - wholesale gas supply- (0–10,000) (I23)

Available energy, energy supply, and final energy consumption per capita-Kilograms of oil equivalent (KGOE) per capita (I24)

Economic (C2)

Investment (SC7)

Companies producing at least 5% of the net electricity generation- Number (I25)

Companies with at least 5% of the electricity generation-% (I26)

Companies with at least 5% of the electricity capacity-% (I27)

Electricity retailers- Number (I28)

Gross domestic product at market prices- Million Euro (I29)

Mitigation and adaptation costs (SC8)

GHG avoided emissions due to renewable energy-% vs. 2005 (2005 = 0.0%) (I30)

GHG emissions reductions (the base year 1990)-(0–100) (I31)

GHG Intensity of Energy [kg CO2 eq. toe−1] (I32)

GHG intensity of the economy- t CO2eq MillionEUR−1 (I33)

Energy productivity- Euro per kilogram of oil equivalent (KGOE) (I34)

Subsidies (SC9)

Fossil Fuel Subsidies- USD (I35)

Total environmental taxes USD (I36)

Environmental (C3)

Land use (SC10)

Land Use- Square kilometer (I37)

Land cover- Square kilometer (I38)

Pollutions (SC11)

Landfill rate of waste excluding major mineral wastes-% (I39)

Resource consumption (SC12)

Raw material consumption (RMC)- Thousand tonnes (I40)

Institutional and technical (C4)

Short-termism (SC13)

Imports of electricity and derived heat by partner country- Gigawatt-hour (I41)

Imports of natural gas by partner country- Million cubic meters (I42)

Imports of oil and petroleum products by partner country Million cubic meters (I43)

Imports of solid fossil fuels by partner country Million cubic meters (I44)

Innovative policies (SC14)

Patent on ENV technologies- Patents per million habitants (I45)

Patents on Energy Union priorities- Patents per million habitants (I46)

Reformations (SC15)

Environmental policies- Number (I47)

Lack of standards (SC16)

Total government budget allocations for R&D- Million Euro (I48)

Lack of infrastructure (SC17)

Transport, telecommunication, and other infrastructures- Million Euro (I49)

New electricity capacity connected- Megawatt (I50)

Gross electricity production-Hydro- Gigawatt-hour (I51)

Gross electricity production-Wind- Gigawatt-hour (I52)

Gross electricity production - Gigawatt-hour (I53)