{"title":"A stitch in time: Digital transformation, internal control and total factor productivity","authors":"Ruiyang Gao , Bin Gu","doi":"10.1016/j.cjpre.2025.07.006","DOIUrl":null,"url":null,"abstract":"<div><div>Digital transformation provides enterprises with new development momenta. Understanding the relationship between digital transformation and total factor productivity (TFP) is essential. This study employs a fixed-effect model and selects all Chinese A-share listed companies from 2007 to 2022 as the research sample. Internal control (IC) is introduced as a mechanistic variable. The results indicate that digital transformation significantly promotes both TFP and the effectiveness of IC. Moreover, effective IC plays a significant mediating role in the relationship between digital transformation and TFP. A heterogeneity analysis reveals that, compared to non-state-owned enterprises, state-owned enterprises can improve TFP more rapidly through digital transformation due to their resource advantages and policy support. On the one hand, these findings help enterprises better align their transformation strategies to maximize the benefits of digital transformation. On the other hand, they provide investors with insights into the transformation potential and future growth prospects of these enterprises.</div></div>","PeriodicalId":45743,"journal":{"name":"Chinese Journal of Population Resources and Environment","volume":"23 3","pages":"Pages 352-363"},"PeriodicalIF":4.8000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Journal of Population Resources and Environment","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2325426225000506","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
引用次数: 0
Abstract
Digital transformation provides enterprises with new development momenta. Understanding the relationship between digital transformation and total factor productivity (TFP) is essential. This study employs a fixed-effect model and selects all Chinese A-share listed companies from 2007 to 2022 as the research sample. Internal control (IC) is introduced as a mechanistic variable. The results indicate that digital transformation significantly promotes both TFP and the effectiveness of IC. Moreover, effective IC plays a significant mediating role in the relationship between digital transformation and TFP. A heterogeneity analysis reveals that, compared to non-state-owned enterprises, state-owned enterprises can improve TFP more rapidly through digital transformation due to their resource advantages and policy support. On the one hand, these findings help enterprises better align their transformation strategies to maximize the benefits of digital transformation. On the other hand, they provide investors with insights into the transformation potential and future growth prospects of these enterprises.
期刊介绍:
The Chinese Journal of Population, Resources and Environment (CJPRE) is a peer-reviewed international academic journal that publishes original research in the fields of economic, population, resource, and environment studies as they relate to sustainable development. The journal aims to address and evaluate theoretical frameworks, capability building initiatives, strategic goals, ethical values, empirical research, methodologies, and techniques in the field. CJPRE began publication in 1992 and is sponsored by the Chinese Society for Sustainable Development (CSSD), the Research Center for Sustainable Development of Shandong Province, the Administrative Center for China's Agenda 21 (ACCA21), and Shandong Normal University. The Chinese title of the journal was inscribed by the former Chinese leader, Mr. Deng Xiaoping. Initially focused on China's advances in sustainable development, CJPRE now also highlights global developments from both developed and developing countries.