Abstract
Digitalisation is widely recognised as an enabler of circular economy. Nevertheless, this relationship has mainly been assessed taking a theoretical lens so far. Therefore, this paper aims at investigating how digital technologies can support companies in implementing the circular economy from an empirical point of view. In detail, the current work sheds light on the digital technologies that most help the circular economy and which of its practices are mainly affected by them. A multiple case study from the Italian manufacturing context is the methodology adopted to perform the study. The obtained results confirm that digitalisation can foster the implementation of circular economy practices. Specifically, Internet of Things, Big data analytics and Simulation mainly support Refuse, Reduce and Rethink, while other Rs are less impacted.
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References
Ellen MacArthur Foundation: Towards the Circular Economy, Opportunities for the consumer goods sector, pp. 1–112 (2013)
Colombo, B., Gaiardelli, P., Dotti, S., Boffelli, A.: Business models in circular economy: a systematic literature review. IFIP Adv. Inf. Commun. Technol. 632 IFIP, 386–393 (2021). https://doi.org/10.1007/978-3-030-85906-0_43
Lopes de Sousa Jabbour, A.B., Jabbour, C.J.C., Godinho Filho, M., Roubaud, D.: Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations. Ann. Oper. Res. 270, 273–286 (2018). https://doi.org/10.1007/s10479-018-2772-8
Rossi, J., Bianchini, A., Guarnieri, P.: Circular economy model enhanced by intelligent assets from industry 4.0: the proposition of an innovative tool to analyze case studies. Sustain. 12 (2020). https://doi.org/10.3390/su12177147
Cagno, E., Neri, A., Negri, M., Bassani, C.A., Lampertico, T.: The role of digital technologies in operationalizing the circular economy transition: a systematic literature review. Appl. Sci. 11 (2021). https://doi.org/10.3390/app11083328
Liu, Q., Trevisan, A.H., Yang, M., Mascarenhas, J.: A framework of digital technologies for the circular economy: digital functions and mechanisms. Bus. Strateg. Environ. 31, 2171–2192 (2022). https://doi.org/10.1002/BSE.3015
Attaran, M.: Digital technology enablers and their implications for supply chain management (2020).https://doi.org/10.1080/16258312.2020.1751568
Jena, M.C., Mishra, S.K., Moharana, H.S.: Application of Industry 4.0 to enhance sustainable manufacturing (2019). https://doi.org/10.1002/ep.13360
Rosa, P., Sassanelli, C., Urbinati, A., Chiaroni, D., Terzi, S.: Assessing relations between circular economy and Industry 4.0: a systematic literature review. Int. J. Prod. Res. 58, 1662–1687 (2020). https://doi.org/10.1080/00207543.2019.1680896
Spaltini, M., Poletti, A., Acerbi, F., Taisch, M.: A quantitative framework for Industry 4.0 enabled Circular Economy. Procedia CIRP. 98, 115–120 (2021). https://doi.org/10.1016/j.procir.2021.01.015
Alaa Ahmed, A., Nazzal, M.A., Darras, B.M.: Cyber-physical systems as an enabler of circular economy to achieve sustainable development goals: a comprehensive review. Int. J. Precis. Eng. Manuf. Technol. 9, 955–975 (123)AD. https://doi.org/10.1007/s40684-021-00398-5
Laskurain-Iturbe, I., Arana-LandÃn, G., Landeta-Manzano, B., Uriarte-Gallastegi, N.: Exploring the influence of Industry 4.0 technologies on the circular economy. J. Clean. Prod. 321, (2021). https://doi.org/10.1016/J.JCLEPRO.2021.128944
Pagoropoulos, A., Pigosso, D.C.A., McAloone, T.C.: The emergent role of digital technologies in the circular economy: a review. Procedia CIRP. 64, 19–24 (2017). https://doi.org/10.1016/J.PROCIR.2017.02.047
Oesterreich, T.D., Teuteberg, F.: Understanding the implications of digitisation and automation in the context of Industry 4.0: a triangulation approach and elements of a research agenda for the construction industry. Comput. Ind. 83, 121–139 (2016). https://doi.org/10.1016/j.compind.2016.09.006
Dalenogare, L.S., Benitez, G.B., Ayala, N.F., Frank, A.G.: The expected contribution of Industry 4.0 technologies for industrial performance. Int. J. Prod. Econ. 204, 383–394 (2018). https://doi.org/10.1016/j.ijpe.2018.08.019
Alcácer, V., Cruz-Machado, V.: Scanning the Industry 4.0: a literature review on technologies for manufacturing systems. Eng. Sci. Technol. Int. J. 22, 899–919 (2019). https://doi.org/10.1016/j.jestch.2019.01.006
Piscitelli, G., Ferazzoli, A., Petrillo, A., Cioffi, R., Parmentola, A., Travaglioni, M.: Circular economy models in the Industry 4.0 era: a review of the last decade. Procedia Manuf. 42, 227–234 (2020). https://doi.org/10.1016/j.promfg.2020.02.074
Kirchherr, J., Reike, D., Hekkert, M.: Conceptualizing the circular economy: an analysis of 114 definitions (2017)
European Parliament: Circular economy: definition, importance and benefits (2015)
Potting, J., Hekkert, M., Worrell, E., Hanemaaijer, A.: Circular economy: Measuring innovation in the product chain. PBL Netherlands Environ. Assess. Agency. 42 (2017)
Bressanelli, G., Adrodegari, F., Perona, M., Saccani, N.: Exploring how usage-focused business models enable circular economy through digital technologies. Sustain. 10 (2018). https://doi.org/10.3390/su10030639
Hettiarachchi, B.D., Brandenburg, M., Seuring, S.: Connecting additive manufacturing to circular economy implementation strategies: links, contingencies and causal loops. Int. J. Prod. Econ. 246, 108414 (2022). https://doi.org/10.1016/j.ijpe.2022.108414
Bai, C., Orzes, G., Sarkis, J.: Exploring the impact of Industry 4.0 technologies on social sustainability through a circular economy approach. Ind. Mark. Manag. 101, 176–190 (2022). https://doi.org/10.1016/j.indmarman.2021.12.004
Dantas, T.E.T., de-Souza, E.D., Destro, I.R., Hammes, G., Rodriguez, C.M.T., Soares, S.R.: How the combination of circular economy and Industry 4.0 can contribute towards achieving the sustainable development goals. Sustain. Prod. Consum. 26, 213–227 (2021). https://doi.org/10.1016/j.spc.2020.10.005
Rajput, S., Singh, S.P.: Connecting circular economy and Industry 4.0. Int. J. Inf. Manage. 49, 98–113 (2019). https://doi.org/10.1016/j.ijinfomgt.2019.03.002
Belhadi, A., Kamble, S.S., Chiappetta Jabbour, C.J., Mani, V., Khan, S.A.R., Touriki, F.E.: A self-assessment tool for evaluating the integration of circular economy and Industry 4.0 principles in closed-loop supply chains. Int. J. Prod. Econ. 245, 108372 (2022). https://doi.org/10.1016/j.ijpe.2021.108372
Lei, Z., Cai, S., Cui, L., Wu, L., Liu, Y.: How do different Industry 4.0 technologies support certain circular economy practices? Ind. Manage. Data Syst. 1220–1251 (2022). https://doi.org/10.1108/IMDS-05-2022-0270
Voss, C., Tsikriktsis, N., Frohlich, M.: Case research in operations management. Int. J. Oper. Prod. Manage. 22, 195–219 (2002). https://doi.org/10.1108/01443570210414329
Rejeb, A., Suhaiza, Z., Rejeb, K., Seuring, S., Treiblmaier, H.: The Internet of Things and the circular economy: a systematic literature review and research agenda. J. Clean. Prod. 350, 131439 (2022). https://doi.org/10.1016/j.jclepro.2022.131439
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Colombo, B., Boffelli, A., Colombo, J., Madonna, A., Villa, S. (2023). How Can Digitalisation Support the Circular Economy? An Empirical Analysis from the Manufacturing Industry. In: Alfnes, E., Romsdal, A., Strandhagen, J.O., von Cieminski, G., Romero, D. (eds) Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures. APMS 2023. IFIP Advances in Information and Communication Technology, vol 692. Springer, Cham. https://doi.org/10.1007/978-3-031-43688-8_6
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