{"title":"Reconfiguring Korea’s dual transition: Empirical insights on the role of industry 4.0 technologies","authors":"Yugang He","doi":"10.1016/j.techsoc.2025.103084","DOIUrl":null,"url":null,"abstract":"<div><div>This study empirically investigates the impact of Industry 4.0 technologies on economic and environmental sustainability in South Korea. Utilizing the autoregressive distributed lag bounds-testing approach alongside Kernel-based regularized least squares-based machine learning techniques, this analysis captures both short- and long-run dynamics between a composite Industry 4.0 index and dual sustainability outcomes—adjusted net saving and per capita CO<sub>2</sub> emissions. The findings reveal that Industry 4.0 technologies significantly enhance long-term economic resilience while simultaneously reducing environmental degradation. Notably, environmental benefits emerge more immediately, whereas economic gains accrue gradually, reflecting asymmetric transition dynamics. These results underscore that Industry 4.0 technologies serve as structural enablers of sustainability, contingent on coordinated policies such as environmental taxation, green R&D, and trade alignment. The Korean case offers compelling evidence that comprehensive digital strategies can deliver both economic and ecological dividends, providing actionable insights for other late-industrializing economies seeking to harmonize innovation with sustainable development trajectories.</div></div>","PeriodicalId":47979,"journal":{"name":"Technology in Society","volume":"84 ","pages":"Article 103084"},"PeriodicalIF":12.5000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Technology in Society","FirstCategoryId":"90","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160791X2500274X","RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SOCIAL ISSUES","Score":null,"Total":0}
引用次数: 0
Abstract
This study empirically investigates the impact of Industry 4.0 technologies on economic and environmental sustainability in South Korea. Utilizing the autoregressive distributed lag bounds-testing approach alongside Kernel-based regularized least squares-based machine learning techniques, this analysis captures both short- and long-run dynamics between a composite Industry 4.0 index and dual sustainability outcomes—adjusted net saving and per capita CO2 emissions. The findings reveal that Industry 4.0 technologies significantly enhance long-term economic resilience while simultaneously reducing environmental degradation. Notably, environmental benefits emerge more immediately, whereas economic gains accrue gradually, reflecting asymmetric transition dynamics. These results underscore that Industry 4.0 technologies serve as structural enablers of sustainability, contingent on coordinated policies such as environmental taxation, green R&D, and trade alignment. The Korean case offers compelling evidence that comprehensive digital strategies can deliver both economic and ecological dividends, providing actionable insights for other late-industrializing economies seeking to harmonize innovation with sustainable development trajectories.
期刊介绍:
Technology in Society is a global journal dedicated to fostering discourse at the crossroads of technological change and the social, economic, business, and philosophical transformation of our world. The journal aims to provide scholarly contributions that empower decision-makers to thoughtfully and intentionally navigate the decisions shaping this dynamic landscape. A common thread across these fields is the role of technology in society, influencing economic, political, and cultural dynamics. Scholarly work in Technology in Society delves into the social forces shaping technological decisions and the societal choices regarding technology use. This encompasses scholarly and theoretical approaches (history and philosophy of science and technology, technology forecasting, economic growth, and policy, ethics), applied approaches (business innovation, technology management, legal and engineering), and developmental perspectives (technology transfer, technology assessment, and economic development). Detailed information about the journal's aims and scope on specific topics can be found in Technology in Society Briefings, accessible via our Special Issues and Article Collections.