The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies

被引:386
作者
Kristoffersen, Eivind [1 ]
Blomsma, Fenna [4 ]
Mikalef, Patrick [2 ]
Li, Jingyue [3 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Comp Sci, NO-7491 Trondheim, Norway
[2] Norwegian Univ Sci & Technol, NO-7491 Trondheim, Norway
[3] Norwegian Univ Sci & Technol, Dept Comp Sci, Area Software Engn & Artificial Intelligence, NO-7491 Trondheim, Norway
[4] Univ Hamburg, Circular Econ & Syst Innovat, Sch Business Econ & Social Sci, D-20146 Hamburg, Germany
关键词
Digital circular economy; Digitalization; Circular economy; Sustainability; Industry; 4.0; Big data analytics; BIG DATA ANALYTICS; INDUSTRY; 4.0; TECHNOLOGIES; PSS BUSINESS MODELS; REVERSE LOGISTICS; SUPPLY CHAINS; INTERNET; THINGS; SYSTEMS; FUTURE; IOT;
D O I
10.1016/j.jbusres.2020.07.044
中图分类号
F [经济];
学科分类号
02 ;
摘要
Digital technologies (DTs), such as the Internet of Things (IoT), big data, and data analytics, are considered essential enablers of the circular economy (CE). However, as both CE and DTs are emerging fields, there exists little systematic guidance on how DTs can be applied to capture the full potential of circular strategies for improving resource efficiency and productivity. Furthermore, there is little insight into the supporting business analytics (BA) capabilities required to accomplish this. To address this gap, this paper conducts a theoryand practice-based review, resulting in the Smart CE framework that supports translating the circular strategies central to the goals of manufacturing companies in con-tributing the United Nation's (UN) 12th Sustainable Development Goal, that is, "sustainable consumption and production," into the BA requirements of DTs. Both scholars and practitioners may find the framework useful to (1) create a common language for aligning activities across the boundaries of disciplines such as information systems and the CE body of knowledge, and (2) identify the gap between the current and entailed BA requirements and identify the strategic initiatives needed to close it. Additionally, the framework is used to organize a database of case examples to identify some best practices related to specific smart circular strategies.
引用
收藏
页码:241 / 261
页数:21
相关论文
共 192 条
[1]  
Ackoff R. L., 1989, J APPL SYSTEMS ANAL, V16, P3
[2]   Shades of Grey: Guidelines for Working with the Grey Literature in Systematic Reviews for Management and Organizational Studies [J].
Adams, Richard J. ;
Smart, Palie ;
Huff, Anne Sigismund .
INTERNATIONAL JOURNAL OF MANAGEMENT REVIEWS, 2017, 19 (04) :432-454
[3]   Big data applications in operations/supply-chain management: A literature review [J].
Addo-Tenkorang, Richard ;
Helo, Petri T. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 101 :528-543
[4]   How emerging digital technologies affect operations management through co-creation. Empirical evidence from the maritime industry [J].
Agrifoglio, Rocco ;
Cannavale, Chiara ;
Laurenza, Elena ;
Metallo, Concetta .
PRODUCTION PLANNING & CONTROL, 2017, 28 (16) :1298-1306
[5]  
Aiir Innovations, 2020, AIIR INN BRING ART I
[6]   Reusability analytics tool for end-of-life assessment of building materials in a circular economy [J].
Akanbi, Lukman ;
Oyedele, Lukumon ;
Delgado, Juan Manuel Davila ;
Bilal, Muhammad ;
Akinade, Olugbenga ;
Ajayi, Anuoluwapo ;
Mohammed-Yakub, Naimah .
WORLD JOURNAL OF SCIENCE TECHNOLOGY AND SUSTAINABLE DEVELOPMENT, 2019, 16 (01) :40-55
[7]   Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy [J].
Akanbi, Lukman A. ;
Oyedele, Lukumon O. ;
Omoteso, Kamil ;
Bilal, Muhammad ;
Akinade, Olugbenga O. ;
Ajayi, Anuoluwapo O. ;
Delgado, Juan Manuel Davila ;
Owolabi, Hakeem A. .
JOURNAL OF CLEANER PRODUCTION, 2019, 223 :386-396
[8]   Outlook on moving of computing services towards the data sources [J].
Akhbar, Farzaneh ;
Chang, Victor ;
Yao, Yulin ;
Mendez Munoz, Victor .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2016, 36 (04) :645-652
[9]   Integrating construction supply chains within a circular economy: An ANFIS-based waste analytics system (A-WAS) [J].
Akinade, Olugbenga O. ;
Oyedele, Lukumon O. .
JOURNAL OF CLEANER PRODUCTION, 2019, 229 :863-873
[10]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376