The effect of consumption and production policies on circular economy business models: A machine learning approach
Author
Abstract
Suggested Citation
DOI: 10.1111/jiec.13397
Download full text from publisher
References listed on IDEAS
- Nancy M. P. Bocken & Paavo Ritala & Pontus Huotari, 2017. "The Circular Economy: Exploring the Introduction of the Concept Among S&P 500 Firms," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 487-490, June.
- Liobikienė, Genovaitė & Dagiliūtė, Renata, 2016. "The relationship between economic and carbon footprint changes in EU: The achievements of the EU sustainable consumption and production policy implementation," Environmental Science & Policy, Elsevier, vol. 61(C), pages 204-211.
- Levänen, Jarkko & Lyytinen, Tatu & Gatica, Sebastian, 2018. "Modelling the Interplay Between Institutions and Circular Economy Business Models: A Case Study of Battery Recycling in Finland and Chile," Ecological Economics, Elsevier, vol. 154(C), pages 373-382.
- Belk, Russell, 2014. "You are what you can access: Sharing and collaborative consumption online," Journal of Business Research, Elsevier, vol. 67(8), pages 1595-1600.
- Cavalieri, Sergio & Maccarrone, Paolo & Pinto, Roberto, 2004. "Parametric vs. neural network models for the estimation of production costs: A case study in the automotive industry," International Journal of Production Economics, Elsevier, vol. 91(2), pages 165-177, September.
- Alastair Iles, 2008. "Shifting to green chemistry: the need for innovations in sustainability marketing," Business Strategy and the Environment, Wiley Blackwell, vol. 17(8), pages 524-535, December.
- Kirchherr, Julian & Piscicelli, Laura & Bour, Ruben & Kostense-Smit, Erica & Muller, Jennifer & Huibrechtse-Truijens, Anne & Hekkert, Marko, 2018. "Barriers to the Circular Economy: Evidence From the European Union (EU)," Ecological Economics, Elsevier, vol. 150(C), pages 264-272.
- Walter R. Stahel, 2016. "The circular economy," Nature, Nature, vol. 531(7595), pages 435-438, March.
- Ciurana, J. & Quintana, G. & Garcia-Romeu, M.L., 2008. "Estimating the cost of vertical high-speed machining centres, a comparison between multiple regression analysis and the neural networks approach," International Journal of Production Economics, Elsevier, vol. 115(1), pages 171-178, September.
- Florian Lüdeke‐Freund & Stefan Gold & Nancy M. P. Bocken, 2019. "A Review and Typology of Circular Economy Business Model Patterns," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 36-61, February.
- Verlinden, B. & Duflou, J.R. & Collin, P. & Cattrysse, D., 2008. "Cost estimation for sheet metal parts using multiple regression and artificial neural networks: A case study," International Journal of Production Economics, Elsevier, vol. 111(2), pages 484-492, February.
- Yawen Gao & Jibao Gu & Hefu Liu, 2019. "Interactive effects of various institutional pressures on corporate environmental responsibility: Institutional theory and multilevel analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 724-736, July.
- Else, Tim & Choudhary, Sonal & Genovese, Andrea, 2022. "Uncovering sustainability storylines from dairy supply chain discourse," Journal of Business Research, Elsevier, vol. 142(C), pages 858-874.
- Kirchherr, Julian & Reike, Denise & Hekkert, Marko, 2017. "Conceptualizing the circular economy: An analysis of 114 definitions," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 221-232.
- Saari, Ulla A. & Damberg, Svenja & Frömbling, Lena & Ringle, Christian M., 2021. "Sustainable consumption behavior of Europeans: The influence of environmental knowledge and risk perception on environmental concern and behavioral intention," Ecological Economics, Elsevier, vol. 189(C).
- Klaus Rennings & Christian Rammer, 2011.
"The Impact of Regulation-Driven Environmental Innovation on Innovation Success and Firm Performance,"
Industry and Innovation, Taylor & Francis Journals, vol. 18(3), pages 255-283.
- Rennings, Klaus & Rammer, Christian, 2010. "The impact of regulation-driven environmental innovation on innovation success and firm performance," ZEW Discussion Papers 10-065, ZEW - Leibniz Centre for European Economic Research.
- James D. Abbey & Margaret G. Meloy & V. Daniel R. Guide Jr. & Selin Atalay, 2015. "Remanufactured Products in Closed-Loop Supply Chains for Consumer Goods," Production and Operations Management, Production and Operations Management Society, vol. 24(3), pages 488-503, March.
- Costantini, Valeria & Crespi, Francesco & Palma, Alessandro, 2017. "Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies," Research Policy, Elsevier, vol. 46(4), pages 799-819.
- Zhongju Liao, 2018. "Institutional pressure, knowledge acquisition and a firm's environmental innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 849-857, November.
- Marcus Linder & Mats Williander, 2017. "Circular Business Model Innovation: Inherent Uncertainties," Business Strategy and the Environment, Wiley Blackwell, vol. 26(2), pages 182-196, February.
- Mateusz Lewandowski, 2016. "Designing the Business Models for Circular Economy—Towards the Conceptual Framework," Sustainability, MDPI, vol. 8(1), pages 1-28, January.
- Vito Albino & Azzurra Balice & Rosa Maria Dangelico, 2009. "Environmental strategies and green product development: an overview on sustainability‐driven companies," Business Strategy and the Environment, Wiley Blackwell, vol. 18(2), pages 83-96, February.
- Pelin Demirel & Effie Kesidou, 2019. "Sustainability‐oriented capabilities for eco‐innovation: Meeting the regulatory, technology, and market demands," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 847-857, July.
- Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
- Shenggang Ren & Duojun He & Tao Zhang & Xiaohong Chen, 2019. "Symbolic reactions or substantive pro‐environmental behaviour? An empirical study of corporate environmental performance under the government's environmental subsidy scheme," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1148-1165, September.
- Kusumowardani, Niken & Tjahjono, Benny & Lazell, Jordon & Bek, David & Theodorakopoulos, Nicholas & Andrikopoulos, Panagiotis & Priadi, Cindy Rianti, 2022. "A circular capability framework to address food waste and losses in the agri-food supply chain: The antecedents, principles and outcomes of circular economy," Journal of Business Research, Elsevier, vol. 142(C), pages 17-31.
- Robert Perey & Suzanne Benn & Renu Agarwal & Melissa Edwards, 2018. "The place of waste: Changing business value for the circular economy," Business Strategy and the Environment, Wiley Blackwell, vol. 27(5), pages 631-642, July.
- Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
- Will McDowall & Yong Geng & Beijia Huang & Eva Barteková & Raimund Bleischwitz & Serdar Türkeli & René Kemp & Teresa Doménech, 2017. "Circular Economy Policies in China and Europe," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 651-661, June.
- Mostaghel, Rana & Chirumalla, Koteshwar, 2021. "Role of customers in circular business models," Journal of Business Research, Elsevier, vol. 127(C), pages 35-44.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Marvin Henry & Julian Kirchherr & Rob Raven & Marko Hekkert, 2024. "Bottom‐up dynamics in circular innovation systems: The perspective of circular start‐ups," Journal of Industrial Ecology, Yale University, vol. 28(2), pages 320-338, April.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Graziela Darla Araujo Galvão & Steve Evans & Paulo Sergio Scoleze Ferrer & Marly Monteiro de Carvalho, 2022. "Circular business model: Breaking down barriers towards sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1504-1524, May.
- Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
- Gilbert Silvius & Aydan Ismayilova & Vicente Sales-Vivó & Micol Costi, 2021. "Exploring Barriers for Circularity in the EU Furniture Industry," Sustainability, MDPI, vol. 13(19), pages 1-25, October.
- Arijit Bhattacharya & Shefali Srivastava & Abhijit Majumdar, 2024. "Circular supply chains in manufacturing—Quo vadis? Accomplishments, challenges and future opportunities," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4397-4423, July.
- Fernandez de Arroyabe, J.C. & Arranz, N. & Schumann, M. & Arroyabe, M.F., 2021. "The development of CE business models in firms: The role of circular economy capabilities," Technovation, Elsevier, vol. 106(C).
- Piera Centobelli & Roberto Cerchione & Davide Chiaroni & Pasquale Del Vecchio & Andrea Urbinati, 2020. "Designing business models in circular economy: A systematic literature review and research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 29(4), pages 1734-1749, May.
- Roberta De Angelis, 2022. "Circular economy business models as resilient complex adaptive systems," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2245-2255, July.
- Maryam Hina & Chetna Chauhan & Rajat Sharma & Amandeep Dhir, 2023. "Circular economy business models as pillars of sustainability: Where are we now, and where are we heading?," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 6182-6209, December.
- Chembessi Chedrak & Gohoungodji Paulin & Juste Rajaonson, 2023. "“A fine wine, better with age”: Circular economy historical roots and influential publications: A bibliometric analysis using Reference Publication Year Spectroscopy (RPYS)," Journal of Industrial Ecology, Yale University, vol. 27(6), pages 1593-1612, December.
- Helen Toxopeus & Elisa Achterberg & Friedemann Polzin, 2021. "How can firms access bank finance for circular business model innovation?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2773-2795, September.
- Ida K. Rovanto & Anu Bask, 2021. "Systemic circular business model application at the company, supply chain and society levels—A view into circular economy native and adopter companies," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1153-1173, February.
- Rodríguez-Espíndola, Oscar & Cuevas-Romo, Ana & Chowdhury, Soumyadeb & Díaz-Acevedo, Natalie & Albores, Pavel & Despoudi, Stella & Malesios, Chrisovalantis & Dey, Prasanta, 2022. "The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs," International Journal of Production Economics, Elsevier, vol. 248(C).
- Andrea Tuni & Fiona Gutteridge & Winifred L. Ijomah & Maryam Mirpourian, 2024. "Risks in circular business models innovation: A cross‐industrial case study for composite materials," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2771-2787, May.
- Animesh Ghosh & Prabha Bhola & Uthayasankar Sivarajah, 2022. "Emerging Associates of the Circular Economy: Analysing Interactions and Trends by a Mixed Methods Systematic Review," Sustainability, MDPI, vol. 14(16), pages 1-41, August.
- Marianne Kuhlmann & Catharina R. Bening & Volker H. Hoffmann, 2023. "How incumbents realize disruptive circular innovation ‐ Overcoming the innovator's dilemma for a circular economy," Business Strategy and the Environment, Wiley Blackwell, vol. 32(3), pages 1106-1121, March.
- Sara Moggi & Renata Paola Dameri, 2021. "Circular business model evolution: Stakeholder matters for a self‐sufficient ecosystem," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2830-2842, September.
- Alisha Tuladhar & Konstantinos Iatridis & Dimo Dimov, 2024. "Collaboration among circular start‐ups and incumbents in the circular economy context," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3317-3330, May.
- Kerem Toker & Ali Görener, 2023. "Evaluation of circular economy business models for SMEs using spherical fuzzy TOPSIS: an application from a developing countries’ perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1700-1741, February.
- Omar Alhawari & Usama Awan & M. Khurrum S. Bhutta & M. Ali Ülkü, 2021. "Insights from Circular Economy Literature: A Review of Extant Definitions and Unravelling Paths to Future Research," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
- Pina Puntillo, 2023. "Circular economy business models: Towards achieving sustainable development goals in the waste management sector—Empirical evidence and theoretical implications," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(2), pages 941-954, March.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:inecol:v:27:y:2023:i:4:p:1089-1104. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1088-1980 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.