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.

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.

Bonnett, M. (2002). Education for sustainability as a frame of mind. Environmental education research, 8(1), 9-20.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

Grafström, J., & Aasma, S. (2021). Breaking circular economy barriers. Journal of cleaner production, 292, 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.

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.

Heshmati, A. (2017). A review of the circular economy and its implementation. International Journal of Green Economics, 11(3-4), 251-288.

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.

Hobson, K., Holmes, H., Welch, D., Wheeler, K., & Wieser, H. (2021). Consumption Work in the circular economy: A research agenda. Journal of Cleaner Production.

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.

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.

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.

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.

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.

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.

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.

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).

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.

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.

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.

Musova, Z., Musa, H., & Rech, F. (2025). Circular economy challenges: a bibliometric exploration of cognitive and behavioral barriers. Journal of Organizational Change Management.

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.

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.

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.

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.

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.

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.

Singh, P., & Giacosa, E. (2019). Cognitive biases of consumers as barriers in transition towards circular economy. Management decision, 57(4), 921-936.

Sukiennik, M., Zybała, K., Fuksa, D., & Kęsek, M. (2021). The role of universities in sustainable development and circular economy strategies. Energies, 14(17), 5365.

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.

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.

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

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.

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.

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.

Žalėnienė, I., & Pereira, P. (2021). Higher education for sustainability: A global perspective. Geography and Sustainability, 2(2), 99-106.

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