IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v83y2025ics0160791x25002179.html

Advancing the circular economy in Europe: The role of eco-innovation, economic complexity, and digitalization

Author

Listed:
  • Afolabi, Joshua Adeyemi

Abstract

The global economy faces serious challenges, including resource depletion and environmental degradation, that have paved the way for the emergence of a circular economy (CE). To maintain the European Union's (EU) leadership in CE transition, this paper examines the role of eco-innovation, economic complexity, and digitalization in advancing CE using 2010–2021 data from 22 EU member states. The Panel Ordinary Least Squares (POLS), Driscoll-Kraay Standard Error (DKSE), and Method of Moments Quantile Regression (MMQR) estimation methods are used to analyze the impact of these three factors on CE. The Dumitrescu-Hurlin panel causality test was also applied. The results show eco-innovation, economic complexity, and digitalization as significant drivers of CE, with digitalization emerging as the most influential, followed by economic complexity and eco-innovation. However, their impact differs across levels of CE performance, with eco-innovation being more effective in countries with lower CE performance, and economic complexity showing greater benefits in more advanced economies. Further analyses show causal independence between digitalization and CE, and eco-innovation and CE, but a unidirectional causality from economic complexity to CE. These findings suggest the need to strengthen country-specific and regional efforts to improve CE and enable the EU to achieve its long-term environmental and economic goals.

Suggested Citation

  • Afolabi, Joshua Adeyemi, 2025. "Advancing the circular economy in Europe: The role of eco-innovation, economic complexity, and digitalization," Technology in Society, Elsevier, vol. 83(C).
  • Handle: RePEc:eee:teinso:v:83:y:2025:i:c:s0160791x25002179
    DOI: 10.1016/j.techsoc.2025.103027
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X25002179
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2025.103027?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Bahman Peyravi & Kęstutis Peleckis & Tadas Limba & Valentina Peleckienė, 2024. "The Circular Economy Practices in the European Union: Eco-Innovation and Sustainable Development," Sustainability, MDPI, vol. 16(13), pages 1-21, June.
    2. Paul Belleflamme & Huan Ha, 2024. "Improving Recycling: How Far Should We Go?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(7), pages 1993-2033, July.
    3. Neves, Sónia Almeida & Marques, António Cardoso & Silva, Inês Patrício, 2024. "Promoting the circular economy in the EU: How can the recycling of e-waste be increased?," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 192-201.
    4. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    7. Qinglan Liu & Adriana Hofmann Trevisan & Miying Yang & Janaina Mascarenhas, 2022. "A framework of digital technologies for the circular economy: Digital functions and mechanisms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2171-2192, July.
    8. Janine Mügge & Anne Seegrün & Tessa-Katharina Hoyer & Theresa Riedelsheimer & Kai Lindow, 2024. "Digital Twins within the Circular Economy: Literature Review and Concept Presentation," Sustainability, MDPI, vol. 16(7), pages 1-22, March.
    9. Figge, Frank & Thorpe, Andrea Stevenson, 2019. "The symbiotic rebound effect in the circular economy," Ecological Economics, Elsevier, vol. 163(C), pages 61-69.
    10. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    11. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    12. Karen Hinojosa, 2022. "Determinants of Eco-innovation in the Change towards a Circular Economy: An Empirical Analysis of Spanish Firms," Journal of Innovation Economics, De Boeck Université, vol. 0(3), pages 105-139.
    13. Usman, Muhammad & Simionescu, Mihaela & Radulescu, Magdalena & Balsalobre-Lorente, Daniel, 2024. "Breaking barriers, cultivating sustainability: Discovering the trifecta influence of digitalization, natural resources, and globalization on eco-innovations across 27 European nations," Resources Policy, Elsevier, vol. 94(C).
    14. Govindan, Kannan, 2023. "How digitalization transforms the traditional circular economy to a smart circular economy for achieving SDGs and net zero," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
    15. de Jesus, Ana & Mendonça, Sandro, 2018. "Lost in Transition? Drivers and Barriers in the Eco-innovation Road to the Circular Economy," Ecological Economics, Elsevier, vol. 145(C), pages 75-89.
    16. Chien‐Chiang Lee & Godwin Olasehinde‐Williams, 2024. "Does economic complexity influence environmental performance? Empirical evidence from OECD countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 356-382, January.
    17. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    18. Ruchi Mishra & Rajesh Kr Singh & Nripendra P. Rana, 2024. "Digital orientation, digital eco‐innovation and circular economy in the context of sustainable development goals," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2752-2770, May.
    19. Majid Ibrahim Alsaggaf, 2024. "Are the circular economy initiatives achievable through digitalization, technological advancements, and renewable energy," Natural Resources Forum, Blackwell Publishing, vol. 48(1), pages 292-318, February.
    20. Florian Bucher & Lucas Scheu & Benedikt Schröpf, 2023. "Economic complexity and environmental pollution: evidence from the former socialist transition countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(3), pages 807-847, August.
    21. Jette Raasens & Eveline van Leeuwen, 2024. "The evolving concept of circularity: from a circular economy to a circular society in 60 years," Chapters, in: Sébastien Bourdin & André Torre & Eveline van Leeuwen (ed.), Regions, Cities and the Circular Economy, chapter 2, pages 44-60, Edward Elgar Publishing.
    22. Athanasios Lapatinas & Anastasia Litina & Skerdilajda Zanaj, 2021. "The Impact of Economic Complexity on the Formation of Environmental Culture," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    23. Carmen García-Castillo & Erandi Maldonado-Villalpando & Luis Seguí-Amórtegui & Hilda Guerrero-García-Rojas, 2024. "Circular Economy, Eco-Innovation and a Business Model for the Operation of Wastewater Treatment Plants in Mexico," Resources, MDPI, vol. 13(7), pages 1-15, June.
    24. Afolabi, Joshua Adeyemi, 2023. "Advancing digital economy in Africa: The role of critical enablers," Technology in Society, Elsevier, vol. 75(C).
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    27. Bahman Peyravi & Artūras Jakubavičius, 2022. "Drivers in the Eco-Innovation Road to the Circular Economy: Organiational Capabilities and Exploitative Strategies," Sustainability, MDPI, vol. 14(17), pages 1-18, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Afolabi, Joshua Adeyemi & Fatai, Basiru Oyeniran, 2026. "Unlocking trade locks in landlocked developing countries (LLDCs) in Africa: The role of digital infrastructure," Telecommunications Policy, Elsevier, vol. 50(1).

    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.
    1. Saidi, Hichem & Ozturk, Ilhan & Hakimi, Abdelaziz & Ullah, Sana, 2026. "Central bank independence–green investment nexus: Is energy inflation a barrier or stimulator?," Research in International Business and Finance, Elsevier, vol. 81(C).
    2. Mamkhezri, Jamal, 2025. "Assessing price elasticity in US residential electricity consumption: A comparison of monthly and annual data with recession implications," Energy Policy, Elsevier, vol. 200(C).
    3. Waaje, Abdul & Roshid, Md Mustaqim & Islam, Sohidul & Chandra Bhowmik, Reday & Rahaman, Muhammad Abdur & Hassan, Md Mahedi, 2025. "Tourism, trade, energy, and economic development: Drivers of ecological footprint in the World’s top tourist destinations," Innovation and Green Development, Elsevier, vol. 4(3).
    4. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    5. Wang, Qiang & Hu, Sailan & Ge, Yunfei & Li, Rongrong, 2023. "Impact of eco-innovation and financial efficiency on renewable energy – Evidence from OECD countries," Renewable Energy, Elsevier, vol. 217(C).
    6. Wolde-Rufael, Yemane & Mulat-Weldemeskel, Eyob, 2023. "Is natural capital a blessing or a curse for capital accumulation in low income countries?," Resources Policy, Elsevier, vol. 85(PA).
    7. Adebayo, Tomiwa Sunday & Onifade, Stephen Taiwo & Alola, Andrew Adewale & Muoneke, Obumneke Bob, 2022. "Does it take international integration of natural resources to ascend the ladder of environmental quality in the newly industrialized countries?," Resources Policy, Elsevier, vol. 76(C).
    8. Olympia Frogoudaki & Eleni Sardianou & Konstadinos Abeliotis & Ioannis Kostakis, 2024. "Assessing Determinants of E-waste in Eurozone Countries: An Empirical Study," Circular Economy and Sustainability, Springer, vol. 4(3), pages 2221-2240, September.
    9. Boateng, Seth Acquah & Jiancheng, Xi & Karikari, Frank Agyemang & Sackitey, Gabriel Mordzifa & Moro, Kamal Deen, 2025. "Resource dependencies, market concentration, trade barriers and green technology deployment: A comparative analysis of solar, wind, and hydropower installation patterns," Renewable Energy, Elsevier, vol. 255(C).
    10. Ioannis Kostakis & Sarantis Lolos, 2024. "Uncovering the impact of cultural heritage on economic growth: empirical evidence from Greek regions, 2000–2019," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1209-1239, October.
    11. Ali Celik & Ebru Gul Yilmaz & Sukran Kahveci & Gonca Yilmaz, 2025. "Do Technological Advances Promote Ecological Sustainability? Evidence from Panel Causality Analysis for the Dirtiest and Cleanest Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(5), pages 17292-17327, November.
    12. Kostakis, Ioannis & Arauzo-Carod, Josep-Maria, 2023. "The key roles of renewable energy and economic growth in disaggregated environmental degradation: Evidence from highly developed, heterogeneous and cross-correlated countries," Renewable Energy, Elsevier, vol. 206(C), pages 1315-1325.
    13. Bano, Sadia & Liu, Lu & Khan, Anwar, 2022. "Dynamic influence of aging, industrial innovations, and ICT on tourism development and renewable energy consumption in BRICS economies," Renewable Energy, Elsevier, vol. 192(C), pages 431-442.
    14. Chulan Lasantha Kukule Nawarathna, 2025. "The Nexus Between Female Labor Force Participation and Economic Development: A Global Study Across the Phases of Demographic Dividends," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(15), pages 426-449, April.
    15. Aladejare, Samson Adeniyi, 2022. "Natural resource rents, globalisation and environmental degradation: New insight from 5 richest African economies," Resources Policy, Elsevier, vol. 78(C).
    16. Li, Menghan & Zhang, Kaiyue & Alamri, Ahmad Mohammed & Ageli, Mohammed Moosa & Khan, Numan, 2023. "Resource curse hypothesis and sustainable development: Evaluating the role of renewable energy and R&D," Resources Policy, Elsevier, vol. 81(C).
    17. Wang, Zhongbao & Razzaq, Asif, 2022. "Natural resources, energy efficiency transition and sustainable development: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 79(C).
    18. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    19. Adolfo Maza & Paula Gutiérrez-Portilla, 2022. "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence," International Economics, CEPII research center, issue 170, pages 174-189.
    20. Usman Mehmood & Salman Tariq & Zia Ul-Haq & Ephraim Bonah Agyekum & Salah Kamel & Mohamed Elnaggar & Hasan Nawaz & Ammar Hameed & Shafqat Ali, 2022. "Can Financial Institutional Deepening and Renewable Energy Consumption Lower CO 2 Emissions in G-10 Countries: Fresh Evidence from Advanced Methodologies," IJERPH, MDPI, vol. 19(9), pages 1-18, May.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    Statistics

    Access and download statistics

    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:eee:teinso:v:83:y:2025:i:c:s0160791x25002179. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.