{"title":"数字经济、技术进步逆转与气候变化治理——基于数字技术和数据因素的洞察","authors":"Jixin Cheng , Dingjian Yang , Lan Xu","doi":"10.1016/j.eneco.2025.108848","DOIUrl":null,"url":null,"abstract":"<div><div>The rise of the digital economy has undoubtedly created favorable conditions for advancing low-carbon development and strengthening climate change governance. This study develops a model of directed technical change that incorporates both digital technology and the data factor to explore the dynamic relationships among the digital economy, directed technical progress, and climate change. Building on these theoretical insights, the study further proposes a policy mix for effective climate governance enabled by the digital economy. The results suggest that: (1) The application of digital technology and the data factor generates a “multiplier effect”, causing technical progress to favor the sector that accumulates more data. (2) In the absence of climate policies and with equivalent levels of digital technology application across sectors, climate deterioration will accelerate. (3) Governments can reverse the direction of technical progress by implementing a mix of policies, including temporary carbon and resource taxes, temporary clean R&D subsidies, and permanent subsidies for data usage and machinery purchases. Through the mechanism of the multiplier effect, the use of pollution-intensive intermediate goods will decline more rapidly, thereby helping to avert potential climate disasters. (4) The development of the digital economy can reduce the intensity of required climate policies while improving social welfare. The findings of this study provide policy guidance and a theoretical basis for effective climate governance in the era of the digital economy.</div></div>","PeriodicalId":11665,"journal":{"name":"Energy Economics","volume":"150 ","pages":"Article 108848"},"PeriodicalIF":14.2000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Digital economy, technical progress reversal, and climate change governance–insights on digital technology and data factor\",\"authors\":\"Jixin Cheng , Dingjian Yang , Lan Xu\",\"doi\":\"10.1016/j.eneco.2025.108848\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The rise of the digital economy has undoubtedly created favorable conditions for advancing low-carbon development and strengthening climate change governance. This study develops a model of directed technical change that incorporates both digital technology and the data factor to explore the dynamic relationships among the digital economy, directed technical progress, and climate change. Building on these theoretical insights, the study further proposes a policy mix for effective climate governance enabled by the digital economy. The results suggest that: (1) The application of digital technology and the data factor generates a “multiplier effect”, causing technical progress to favor the sector that accumulates more data. (2) In the absence of climate policies and with equivalent levels of digital technology application across sectors, climate deterioration will accelerate. (3) Governments can reverse the direction of technical progress by implementing a mix of policies, including temporary carbon and resource taxes, temporary clean R&D subsidies, and permanent subsidies for data usage and machinery purchases. Through the mechanism of the multiplier effect, the use of pollution-intensive intermediate goods will decline more rapidly, thereby helping to avert potential climate disasters. (4) The development of the digital economy can reduce the intensity of required climate policies while improving social welfare. The findings of this study provide policy guidance and a theoretical basis for effective climate governance in the era of the digital economy.</div></div>\",\"PeriodicalId\":11665,\"journal\":{\"name\":\"Energy Economics\",\"volume\":\"150 \",\"pages\":\"Article 108848\"},\"PeriodicalIF\":14.2000,\"publicationDate\":\"2025-08-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Economics\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0140988325006759\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Economics","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0140988325006759","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
Digital economy, technical progress reversal, and climate change governance–insights on digital technology and data factor
The rise of the digital economy has undoubtedly created favorable conditions for advancing low-carbon development and strengthening climate change governance. This study develops a model of directed technical change that incorporates both digital technology and the data factor to explore the dynamic relationships among the digital economy, directed technical progress, and climate change. Building on these theoretical insights, the study further proposes a policy mix for effective climate governance enabled by the digital economy. The results suggest that: (1) The application of digital technology and the data factor generates a “multiplier effect”, causing technical progress to favor the sector that accumulates more data. (2) In the absence of climate policies and with equivalent levels of digital technology application across sectors, climate deterioration will accelerate. (3) Governments can reverse the direction of technical progress by implementing a mix of policies, including temporary carbon and resource taxes, temporary clean R&D subsidies, and permanent subsidies for data usage and machinery purchases. Through the mechanism of the multiplier effect, the use of pollution-intensive intermediate goods will decline more rapidly, thereby helping to avert potential climate disasters. (4) The development of the digital economy can reduce the intensity of required climate policies while improving social welfare. The findings of this study provide policy guidance and a theoretical basis for effective climate governance in the era of the digital economy.
期刊介绍:
Energy Economics is a field journal that focuses on energy economics and energy finance. It covers various themes including the exploitation, conversion, and use of energy, markets for energy commodities and derivatives, regulation and taxation, forecasting, environment and climate, international trade, development, and monetary policy. The journal welcomes contributions that utilize diverse methods such as experiments, surveys, econometrics, decomposition, simulation models, equilibrium models, optimization models, and analytical models. It publishes a combination of papers employing different methods to explore a wide range of topics. The journal's replication policy encourages the submission of replication studies, wherein researchers reproduce and extend the key results of original studies while explaining any differences. Energy Economics is indexed and abstracted in several databases including Environmental Abstracts, Fuel and Energy Abstracts, Social Sciences Citation Index, GEOBASE, Social & Behavioral Sciences, Journal of Economic Literature, INSPEC, and more.