Review Article

The Impacts of Freight Trade on Carbon Emission Efficiency: Evidence from the Countries along the “Belt and Road”

Table 2

Variable and definition.

VariableNameDefinitions

Desired outputGDPGDP of each country, converted to GDP calculated at the 1990 price using the GDP deflator
Undesired outputCO2CO2 published by the World Bank
Input variableCapitalCapital formation, converted to capital at 1990 prices using PPI
LaborAverage annual employment
EnergyTotal energy consumption
Dependent variableLCTCEITake natural logarithm after adding 1 to CTCEI
LITCEITake natural logarithm after adding 1 to ITCEI
LGTCEITake natural logarithm after adding 1 to GTCEI
LBPRTake natural logarithm after adding 1 to BPR
LTGRTake natural logarithm after adding 1 to TGR
Core VariableLIFTTake the natural logarithm after adding 1 to the ratio of total import and export volume to the current year’s freight volume (air freight volume and rail traffic volume)
Intermediary variableLFDITake the natural logarithm after adding 1 to the ratio of FDI stock to GDP that year
Control variableLREDTake the natural logarithm after adding 1 to the ratio of government expenditure to GDP
LRFEThe ratio of the fossil energy consumption (coal, oil and natural gas) to the total energy consumption is increased by 1 to take the natural logarithm
LPatentTake the natural logarithm after adding 1 to the ratio of the total number of patent applications to the number of employees in that year
LRIDTake the natural logarithm after adding 1 to the ratio of industrial added value to GDP