From Carbon Footprint to Circular Brainprint: Advancing Behavioral Foundations of the Circular Economy

Authors

  • Sébastien Bourdin EM Normandie Business School; European Chair of Excellence on Circular Economy and Territories Author

DOI:

https://doi.org/10.55845/URQK5823

Keywords:

Circular Economy, Circular Brainprint, Sustainable Consumption Behaviour, Education for Sustainable Development, Behavioural Antecedents

Abstract

This conceptual article introduces the “circular brainprint,” a framework that links upstream mindset conditions to the concrete uptake of circular practices across the 10R. We address a clear gap: existing work measures downstream outcomes (footprints/handprints) or offers generic behavioral tools, but lacks a map from identifiable antecedents—biases, ownership frames, norms, trust, skills, and access—to adoption of repair, reuse, sharing, and product-service systems. We define the circular brainprint as the cognitive–social–educational infrastructure that raises the probability of these choices and makes them persistent. Building on a structured narrative synthesis across psychology, behavioral economics, and sustainability education, the article derives testable propositions that connect micro-mechanisms and meso-level supports to specific circular options. Education features as a lever that reconfigures antecedents—building skills and perceived control, shifting descriptive/injunctive norms, and strengthening provider trust—rather than as awareness alone. We outline measurable indicators (e.g., repair/reuse rates, refurbished share, PSS uptake) that operationalize the brainprint and enable policy design.

 

Correction note (13 January 2026): The wording of the funding statement was updated to reflect the current mandatory formulation required by the European Commission. The funding source and scholarly content of the article remain unchanged.

References

Alarcón, J., Palma, M., Navarrete, L., Hernández, G., & Llorens, A. (2019). Educating on circular economy and DIY materials: how to introduce these concepts in primary school students?. In EDULEARN19 Proceedings (pp. 10083-10088). IATED. DOI: https://doi.org/10.21125/edulearn.2019.2523

Asif, F., Salehi, N., & Lieder, M. (2023). Consumer acceptance of product-service systems in the circular economy: The role of value perception and convenience. Journal of Cleaner Production, 418, 137943.

Beaurain, C., Chembessi, C., & Rajaonson, J. (2023). Investigating the cultural dimension of circular economy: A pragmatist perspective. Journal of Cleaner Production, 417, 138012. DOI: https://doi.org/10.1016/j.jclepro.2023.138012

Bonnett, M. (2002). Education for sustainability as a frame of mind. Environmental education research, 8(1), 9-20. DOI: https://doi.org/10.1080/13504620120109619

Borrello, M., Caracciolo, F., Lombardi, A., Pascucci, S., & Cembalo, L. (2020). Consumers’ perspective on circular economy strategy for reducing food waste. Sustainability, 12(23), 10115.

Bourdin, S., & Torre, A. (2024). Economic geography’s contribution to understanding the circular economy. Journal of Economic Geography, lbae040. DOI: https://doi.org/10.1093/jeg/lbae040

Bugallo-Rodríguez, A., & Vega-Marcote, P. (2020). Circular economy, sustainability and teacher training in a higher education institution. International Journal of Sustainability in Higher Education, 21(7), 1351-1366. DOI: https://doi.org/10.1108/IJSHE-02-2020-0049

Calle Müller, C., Pradhananga, P., & ElZomor, M. (2024). Pathways to decarbonization, circular construction, and sustainability in the built environment. International Journal of Sustainability in Higher Education. DOI: https://doi.org/10.1108/IJSHE-09-2023-0400

Camacho-Otero, J., Boks, C., & Pettersen, I. N. (2018). Consumption in the circular economy: A literature review. Sustainability, 10(8), 2758. DOI: https://doi.org/10.3390/su10082758

Daae, J., Chamberlin, L., & Boks, C. (2018). Dimensions of behaviour change in the context of designing for a circular economy. The Design Journal, 21(4), 521-541. DOI: https://doi.org/10.1080/14606925.2018.1468003

Davidescu, A. A., Apostu, S. A., & Paul, A. (2020). Exploring citizens’ actions in mitigating climate change and moving toward urban circular economy. a multilevel approach. Energies, 13(18), 4752. DOI: https://doi.org/10.3390/en13184752

de Morais, L. H. L., Pinto, D. C., & Cruz-Jesus, F. (2021). Circular economy engagement: Altruism, status, and cultural orientation as drivers for sustainable consumption. Sustainable Production and Consumption, 27, 523-533. DOI: https://doi.org/10.1016/j.spc.2021.01.019

Décamps, A., Allal-Chérif, O., & Gombault, A. (2021). Fostering knowledge of the sustainable development goals in universities: The case of sulitest. Sustainability, 13(23), 13215. DOI: https://doi.org/10.3390/su132313215

Décamps, A., Barbat, G., Carteron, J. C., Hands, V., & Parkes, C. (2017). Sulitest: A collaborative initiative to support and assess sustainability literacy in higher education. The International Journal of Management Education, 15(2), 138-152. DOI: https://doi.org/10.1016/j.ijme.2017.02.006

Fabiana, S., Valerio, M., Anna, P., & Mario, T. (2024). Fashion and sustainability: Evidence from the consumption of second‐hand clothes. Corporate Social Responsibility and Environmental Management.

Gallego-Schmid, A., Chen, H. M., Sharmina, M., & Mendoza, J. M. F. (2020). Links between circular economy and climate change mitigation in the built environment. Journal of Cleaner Production, 260, 121115. DOI: https://doi.org/10.1016/j.jclepro.2020.121115

Gómez-Prado, R., Alvarez-Risco, A., Sánchez-Palomino, J., de las Mercedes Anderson-Seminario, M., & Del-Aguila-Arcentales, S. (2022). Circular economy for waste reduction and carbon footprint. In Circular Economy: Impact on Carbon and Water Footprint (pp. 139-159). Singapore: Springer Singapore. DOI: https://doi.org/10.1007/978-981-19-0549-0_7

Gonella, J. D. S. L., Godinho Filho, M., Campos, L. M. D. S., & Ganga, G. M. D. (2024). People’s awareness and behaviours of circular economy around the world: literature review and research agenda. Sustainability Accounting, Management and Policy Journal, 15(5), 1118-1154. DOI: https://doi.org/10.1108/SAMPJ-08-2022-0413

Gonella, J. D. S. L., Godinho Filho, M., Ganga, G. M. D., Latan, H., & Jabbour, C. J. C. (2024). A behavioral perspective on circular economy awareness: The moderating role of social influence and psychological barriers. Journal of Cleaner Production, 441, 141062. DOI: https://doi.org/10.1016/j.jclepro.2024.141062

Grafström, J., & Aasma, S. (2021). Breaking circular economy barriers. Journal of cleaner production, 292, 126002. DOI: https://doi.org/10.1016/j.jclepro.2021.126002

Hachaichi, M., & Bourdin, S. (2023). Wheels within wheels: mapping the genealogy of circular economy using machine learning. Circular Economy and Sustainability, 3(4), 2061-2081. DOI: https://doi.org/10.1007/s43615-023-00260-7

Hartley, K., Roosendaal, J., & Kirchherr, J. (2022). Barriers to the circular economy: The case of the Dutch technical and interior textiles industries. Journal of Industrial Ecology, 26(2), 477-490. DOI: https://doi.org/10.1111/jiec.13196

Heshmati, A. (2017). A review of the circular economy and its implementation. International Journal of Green Economics, 11(3-4), 251-288. DOI: https://doi.org/10.1504/IJGE.2017.089856

Hina, M., Chauhan, C., Kaur, P., Kraus, S., & Dhir, A. (2022). Drivers and barriers of circular economy business models: Where we are now, and where we are heading. Journal of Cleaner Production, 333, 130049. DOI: https://doi.org/10.1016/j.jclepro.2021.130049

Hobson, K., Holmes, H., Welch, D., Wheeler, K., & Wieser, H. (2021). Consumption Work in the circular economy: A research agenda. Journal of Cleaner Production. DOI: https://doi.org/10.1016/j.jclepro.2021.128969

Janssens, L., Kuppens, T., & Van Schoubroeck, S. (2021). Competences of the professional of the future in the circular economy: Evidence from the case of Limburg, Belgium. Journal of Cleaner Production, 281, 125365. DOI: https://doi.org/10.1016/j.jclepro.2020.125365

Kirchherr, J., Piscicelli, L., Bour, R., Kostense-Smit, E., Muller, J., Huibrechtse-Truijens, A., & Hekkert, M. (2018). Barriers to the circular economy: Evidence from the European Union (EU). Ecological economics, 150, 264-272. DOI: https://doi.org/10.1016/j.ecolecon.2018.04.028

Lane, R., Lindsay, J., Arunachalam, D., & Raven, R. (2024). Repair and maintenance in Australian households: What drives this critical consumption work in the circular economy? Consumption and Society. DOI: https://doi.org/10.1332/27528499Y2024D000000043

Lizana, J., Manteigas, V., Chacartegui, R., Lage, J., Becerra, J. A., Blondeau, P., … & Almeida, S. M. (2021). A methodology to empower citizens towards a low-carbon economy. The potential of schools and sustainability indicators. Journal of Environmental Management, 284, 112043. DOI: https://doi.org/10.1016/j.jenvman.2021.112043

Lopes de Sousa Jabbour, A. B., Jabbour, C. J. C., Godinho Filho, M., & Roubaud, D. (2018). Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations. Annals of Operations Research, 270, 273-286. DOI: https://doi.org/10.1007/s10479-018-2772-8

MacArthur, E. (2013). Towards the circular economy. Elen MacArthur Foundation.

Macklin, & Kaufman (2023). How do we change what we can’t describe? A comprehensive Framework of User Behaviours in a materials circular economy. Circular Economy and Sustainability. DOI: https://doi.org/10.31235/osf.io/j8ukm

Maitre-Ekern, E., & Dalhammar, C. (2019). Towards a hierarchy of consumption behaviour in the circular economy. Maastricht Journal of European and Comparative Law, 26(3), 394-420. DOI: https://doi.org/10.1177/1023263X19840943

Maria, M., Maesaroh, I., & Ginting, G. (2022, November). Proposing a Strategic Framework to Accelerate Circular Economic Practices: Strengthening the Willingness to Participate of the Young Generations as Agents of Change. In Journal of International Conference Proceedings (Vol. 5, No. 4, pp. 206-223). DOI: https://doi.org/10.32535/jicp.v5i4.1950

Melles, G., & Paixao-Barradas, S. (2019). Sustainable design literacy: Developing and piloting sulitest design module. In Research into Design for a Connected World: Proceedings of ICoRD 2019 Volume 1 (pp. 539-549). Springer Singapore. DOI: https://doi.org/10.1007/978-981-13-5974-3_47

Mendoza, J. M. F., Gallego-Schmid, A., & Azapagic, A. (2019). Building a business case for implementation of a circular economy in higher education institutions. Journal of Cleaner Production, 220, 553-567. DOI: https://doi.org/10.1016/j.jclepro.2019.02.045

Muranko, Z., Andrews, D., Newton, E. J., Chaer, I., & Proudman, P. (2018). The pro-circular change model (P-CCM): proposing a framework facilitating behavioural change towards a circular economy. Resources, Conservation and Recycling, 135, 132-140. DOI: https://doi.org/10.1016/j.resconrec.2017.12.017

Musova, Z., Musa, H., & Rech, F. (2025). Circular economy challenges: a bibliometric exploration of cognitive and behavioral barriers. Journal of Organizational Change Management. DOI: https://doi.org/10.1108/JOCM-01-2025-0011

Neramballi, A., Milios, L., Sakao, T., & Matschewsky, J. (2024). Toward a policy landscape to support the product‐as‐a‐service design process for a circular economy. Journal of Industrial Ecology, 28(5), 1045-1059. DOI: https://doi.org/10.1111/jiec.13535

Potting, J., Hekkert, M. P., Worrell, E., & Hanemaaijer, A. (2017). Circular economy: measuring innovation in the product chain. Planbureau voor de Leefomgeving, (2544).

Rizos, V., Behrens, A., Van der Gaast, W., Hofman, E., Ioannou, A., Kafyeke, T., … & Topi, C. (2016). Implementation of circular economy business models by small and medium-sized enterprises (SMEs): Barriers and enablers. Sustainability, 8(11), 1212. DOI: https://doi.org/10.3390/su8111212

Rogers, P. (2021). Rented but MINE! Application of psychological ownership theory to access-based consumption and the circular economy. Circular Economy and Sustainability, 1(2), 719-744. DOI: https://doi.org/10.1007/s43615-021-00041-0

Saarinen, A., & Aarikka-Stenroos, L. (2023). Financing-related drivers and barriers for circular economy business: Developing a conceptual model from a field study. Circular Economy and Sustainability, 3(3), 1187-1211. DOI: https://doi.org/10.1007/s43615-022-00222-5

Sanchez, B., Ballinas-Gonzalez, R., Rodriguez-Paz, M. X., & Nolazco-Flores, J. A. (2020, April). Integration of circular economy principles for developing sustainable development competences in higher education: an analysis of bachelor construction management courses. In 2020 IEEE Global Engineering Education Conference (EDUCON) (pp. 988-996). IEEE. DOI: https://doi.org/10.1109/EDUCON45650.2020.9125307

Scalabrino, C., Navarrete Salvador, A., & Oliva Martínez, J. M. (2022). A theoretical framework to address education for sustainability for an earlier transition to a just, low carbon and circular economy. Environmental Education Research, 28(5), 735-766. DOI: https://doi.org/10.1080/13504622.2022.2031899

Singh, P., & Giacosa, E. (2019). Cognitive biases of consumers as barriers in transition towards circular economy. Management decision, 57(4), 921-936. DOI: https://doi.org/10.1108/MD-08-2018-0951

Sukiennik, M., Zybała, K., Fuksa, D., & Kęsek, M. (2021). The role of universities in sustainable development and circular economy strategies. Energies, 14(17), 5365. DOI: https://doi.org/10.3390/en14175365

Sysoiev, O. (2021). Professional training in circular economy: challenges for Ukraine. European Humanitarian Studies, (1), 126-133.

Sysoiev, О. (2022). Trends in sustainable circular education transformation: a case of Finland. Education: Modern Discourses, (5), 142-151. DOI: https://doi.org/10.37472/2617-3107-2022-5-11

Van Langen, S. K., Vassillo, C., Ghisellini, P., Restaino, D., Passaro, R., & Ulgiati, S. (2021). Promoting circular economy transition: A study about perceptions and awareness by different stakeholders groups. Journal of Cleaner Production, 316, 128166. DOI: https://doi.org/10.1016/j.jclepro.2021.128166

Venn, R., Perez, P., & Vandenbussche, V. (2022). Competencies of sustainability professionals: an empirical study on key competencies for sustainability. Sustainability, 14(9), 4916. DOI: https://doi.org/10.3390/su14094916

Vidal-Ayuso, F., Akhmedova, A., & Jaca, C. (2023). The circular economy and consumer behaviour: Literature review and research directions. Journal of Cleaner Production, 418, 137824. DOI: https://doi.org/10.1016/j.jclepro.2023.137824

Waddilove, B. J., & Charnley, F. J. (2015). Development of a whole system design tool for business model innovation towards a circular economy. Product Lifetimes And The Environment.

Werning, J. P., & Spinler, S. (2020). Transition to circular economy on firm level: Barrier identification and prioritization along the value chain. Journal of Cleaner Production, 245, 118609. DOI: https://doi.org/10.1016/j.jclepro.2019.118609

Williams, M., McDonough, M., & Edge, S. (2017). Interdisciplinary circular economy design education through local and regional partnerships. In PLATE: Product Lifetimes And The Environment (pp. 432-436). IOS Press. DOI: https://doi.org/10.3233/978-1-61499-820-4-432

Žalėnienė, I., & Pereira, P. (2021). Higher education for sustainability: A global perspective. Geography and Sustainability, 2(2), 99-106. DOI: https://doi.org/10.1016/j.geosus.2021.05.001

Zibell, et al (2021). Expanding the knowledge base around the role of consumers in the circular economy: Promoting circular behaviour in textiles and electronics. Ricardo for the European Environment Agency.

Zimmerman, J., Wiek, A., Lang, D. J., & Wehrmeyer, W. (2024). Consumers and the circular economy: A systematic review of drivers and barriers. Journal of Cleaner Production, 433, 138521.

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Published

02-12-2025

How to Cite

Bourdin, S. (2025). From Carbon Footprint to Circular Brainprint: Advancing Behavioral Foundations of the Circular Economy. Journal of Circular Economy, 3(3). https://doi.org/10.55845/URQK5823