Towards a business analytics capability for the circular economy

被引:82
作者
Kristoffersen, Eivind [1 ,2 ]
Mikalef, Patrick [1 ,2 ]
Blomsma, Fenna [3 ]
Li, Jingyue [1 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Comp Sci, Sem Saelandsvei 9, N-7491 Trondheim, Norway
[2] SINTEF Digital, SP Andersens Veg 5, N-7031 Trondheim, Norway
[3] Univ Hamburg, D-20146 Hamburg, Germany
关键词
Digital circular economy; Sustainability; Big data analytics; Competitive advantage; Resource-based view; Expert interviews; BIG DATA ANALYTICS; SUPPLY CHAIN MANAGEMENT; RESOURCE-BASED VIEW; COMPETITIVE ADVANTAGE; FIRM PERFORMANCE; INFORMATION-TECHNOLOGY; DIGITAL TECHNOLOGIES; DATA SCIENCE; SUSTAINABILITY; ORCHESTRATION;
D O I
10.1016/j.techfore.2021.120957
中图分类号
F [经济];
学科分类号
02 ;
摘要
Digital technologies are growing in importance for accelerating firms' circular economy transition. However, so far, the focus has primarily been on the technical aspects of implementing these technologies with limited research on the organizational resources and capabilities required for successfully leveraging digital technologies for circular economy. To address this gap, this paper explores the business analytics resources firms should develop and how these should be orchestrated towards a firm-wide capability. The paper proposes a conceptual model highlighting eight business analytics resources that, in combination, build a business analytics capability for the circular economy and how this relates to firms' circular economy implementation, resource orchestration capability, and competitive performance. The model is based on the results of a thematic analysis of 15 semistructured expert interviews with key positions in industry. Our approach is informed by and further develops, the theory of the resource-based view and the resource orchestration view. Based on the results, we develop a deeper understanding of the importance of taking a holistic approach to business analytics when leveraging data and analytics towards a more efficient and effective digital-enabled circular economy, the smart circular economy.
引用
收藏
页数:17
相关论文
共 127 条
[1]  
Abbasi A, 2016, J ASSOC INF SYST, V17, pI
[2]  
Ahuja S., 2017, KINDAI MANAGEMENT RE, V5, P78
[3]   How to improve firm performance using big data analytics capability and business strategy alignment? [J].
Akter, Shahriar ;
Wamba, Samuel Fosso ;
Gunasekaran, Angappa ;
Dubey, Rameshwar ;
Childe, Stephen J. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2016, 182 :113-131
[4]  
Alshenqeeti H., 2014, ENGLISH LINGUISTICS, V3, P39, DOI [10.5430/elr.v3n1p39, DOI 10.5430/ELR.V3N1P39]
[5]   STRATEGIC ASSETS AND ORGANIZATIONAL RENT [J].
AMIT, R ;
SCHOEMAKER, PJH .
STRATEGIC MANAGEMENT JOURNAL, 1993, 14 (01) :33-46
[6]  
[Anonymous], 2020, THE CIRCULARITY GAP REPORT 2020
[7]   Digitalisation as an Enabler of Circular Economy [J].
Antikainen, Maria ;
Uusitalo, Teuvo ;
Kivikyto-Reponen, Paivi .
10TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS, IPS2 2018, 2018, 73 :45-49
[8]   Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice [J].
Arunachalam, Deepak ;
Kumar, Niraj ;
Kawalek, John Paul .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2018, 114 :416-436
[9]  
Askoxylakis I., 2018, IEEE ICC, DOI 10.1109/ICC.2018.8422488
[10]   FIRM RESOURCES AND SUSTAINED COMPETITIVE ADVANTAGE [J].
BARNEY, J .
JOURNAL OF MANAGEMENT, 1991, 17 (01) :99-120