Table 5 ESG management practice indicator rating and scoring.

From: Practical evaluation of intelligent algorithms in ESG management of manufacturing enterprises

Third level indicators

10 points

7 points

4 points

1 points

Carbon reduction

 ≤ 1.2000 Tons of standard coal per 10,000 yuan

 ≤ 1.5000 Tons of standard coal per 10,000 yuan

 ≤ 1.8000 Tons of standard coal per 10,000 yuan

 > 1.8000 Tons of standard coal per 10,000 yuan

Comprehensive energy consumption per unit output value

 ≤ 0.05%

 ≤ 0.06%

 ≤ 0.07%

 > 0.07%

Water consumption per unit output value

 ≤ 4 cubic meters per 10,000 yuan

 ≤ 6 cubic meters per 10,000 yuan

 ≤ 10 cubic meters per 10,000 yuan

 > 10 cubic meters per 10,000 yuan

Social insurance payment ratio

1

–

–

0

Proportion of welfare expenses

Greater than or equal to 12% but less than 14%

Greater than or equal to 8% but less than 12%

Greater than or equal to 5% but less than 8%

 < 5%

Labor contract signing rate

1

–

–

0

Donation income ratio

Greater than or equal to 7%but less than 12%

Greater than or equal to 5% but less than 7%

Greater than or equal to 3% but less than 5%

 < 3%

Accounts payable turnover rate

 ≥ 10 times per year

 ≥ 7 times per year

 ≥ 5 times per year

 < 3 times per year

Proportion of independent directors

 ≥ 50%

 ≥ 40%

 ≥ 25%

 < 10%

Employee salary payment rate

1

–

–

0

Shareholders’ equity ratio

Greater than or equal to 60%but less than 70%

Greater than or equal to 45%but less than 60%

Greater than or equal to 30%but less than 45%

 < 30%