Table 2 Variable description and explanation.

From: The impact of artificial intelligence-driven ESG performance on sustainable development of central state-owned enterprises listed companies

Variable type

Variable name

Symbol

Measurement method

Explanatory

AI usage

AI

Natural logarithm of term frequency + 1

Dependent

Sustainable development performance

SDI

Measured using the SDI

Mediating

ESG performance

ESG

Huazheng ESG Index

Control

Company size

Size

Natural logarithm of total assets

Control

Leverage ratio

Lev

Total liabilities at year-end/total assets at year-end

Control

Asset turnover ratio

AT

Annual revenue/total assets

Control

Revenue growth rate

RG

Year-over-year growth in revenue

Control

Tobin’s Q

Tobin’s Q

(Market value of tradable shares + non-tradable shares * book value per share + book value of liabilities)/Total assets