Research Article

Study on the Impact of High-Quality Economic Development and Flood Resilience on Flood Damage in the Yangtze River basin: Evidence from Provincial Administrative Regions in the Yangtze River Basin

Table 1

EIS of HQED.

DimensionIndicator/unitCalculation methodData sourceIndicator direction

InnovationR&D expenditure input intensity/%The expenditure on R&D/GDPThe China Statistical Yearbook on Science and Technology (CSYST)Positive
Patent applications per 10000 population/pieceThe patent applications/per 10000 populationCSYSTPositive

CoordinationProportion of tertiary industry/%The added value of tertiary industry/GDPThe China Statistical Yearbook (CSY)Positive
Rate of urbanization/%The nonagricultural population/total populationCSYPositive

OpennessInterdependent level to foreign trade/%The total value of imports and exports/GDPCSYPositive
Foreign direct investment intensity/%The total amount of foreign direct investment/GDPThe China City Statistical YearbookPositive

GreenEnergy consumption per unit GDP/tee/CNY 10000The total energy consumption/GDPThe China Energy Statistical YearbookNegative
Proportion of investment completed for pollution treatment/%The investment completed for pollution treatment/GDPCSYPositive
Emission rate of industrial waste gas per unit GDP/%The volume of industrial SO2 discharged/GDPCSYNegative

SharingProportion of welfare expenditure/%The total amount of science, education, culture, and health care expenditure/general public budget expenditureThe Finance Yearbook of China (FYC)Positive
Difference coefficient of per capita disposable income of urban and rural residents/%The per capita disposable income of urban residents/per capita disposable income of rural residentsCSYNegative
Engle’s coefficient of urban households/%The total amount of food expenditure/consumption expenditure in cashThe Statistical Yearbook of PARsNegative