中国石油大学学报（社会科学版）2026，Vol.42Issue(4)：26-38,13.DOI:10.13216/j.cnki.upcjess.2026.04.0003
政府数据要素利用与污染企业绿色转型
Government Data Element Utilization and Green Transformation of Polluting Enterprises:Based on an Evolutionary Game Model and a"Dual Pilots"Quasi-Natural Experiment
摘要
Abstract
With the in-depth advancement of the coordinated development of digitalization and greenization,data elements have gradual-ly become the core tool for the government to drive polluting enterprises'green transformation.By constructing a tripartite game model consisting of"government-the public-polluting enterprises",this paper systematically depicts the dynamic game relations of all partici-pants in the process where the government leverages data elements to advance polluting enterprises'green transformation.On this basis,this study constructs a quasi-natural experiment of"dual pilots".Based on the panel data of 686 polluting enterprises spanning 2011 to 2023,this paper carries out empirical tests via the double machine learning approach.The research results indicate that governments can employ data elements to boost the green transformation of polluting enterprises,and the vital impact mechanisms include raising public environmental concern,accelerating enterprises'digital transformation,and stimulating the growth of green finance.The driving effect of government data element utilization on polluting enterprises'green transformation is more prominent in key environmental pro-tection cities,cities with net population inflows,and old industrial base cities.Regions with"dual pilots"yield superior policy effects relative to"single-pilot"regions;furthermore,the policy synergy effect is more obvious in"dual-pilot"regions that took the lead in rolling out the"Internet+Government Services"program.关键词
政府数据要素利用/绿色转型/污染企业/演化博弈模型/双重机器学习Key words
government data element utilization/green transformation/polluting enterprises/evolutionary game model/double ma-chine learning分类
管理科学引用本文复制引用
刘伟,赵彬..政府数据要素利用与污染企业绿色转型[J].中国石油大学学报（社会科学版）,2026,42(4):26-38,13.基金项目
辽宁省社会科学规划基金重点项目(L23AJY007) （L23AJY007）
