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Industry 4.0, Circular Economy and Sustainable Development Goals: Future Research Directions Through Scientometrics and Mini-Review

Author

Listed:
  • Maximo Baca-Neglia

    (Faculty of Environmental Engineering and Natural Resources, Universidad Nacional del Callao, Callao 07011, Peru)

  • Carmen Barreto-Pio

    (Faculty of Environmental Engineering and Natural Resources, Universidad Nacional del Callao, Callao 07011, Peru)

  • Paul Virú-Vásquez

    (Faculty of Environmental Engineering and Natural Resources, Universidad Nacional del Callao, Callao 07011, Peru)

  • Edwin Badillo-Rivera

    (Faculty of Environmental Engineering and Natural Resources, Universidad Nacional del Callao, Callao 07011, Peru)

  • Mary Flor Césare-Coral

    (Faculty of Sciences, Universidad Nacional Agraria La Molina, Lima 15024, Peru)

  • Jhimy Brayam Castro-Pantoja

    (Faculty of Sciences, Universidad Nacional Agraria La Molina, Lima 15024, Peru)

  • Alejandrina Sotelo-Méndez

    (Facultad de Zootecnia, Universidad Nacional Agraria La Molina, Lima 15024, Peru)

  • Juan Saldivar-Villarroel

    (Facultad de Agronomía, Universidad Nacional de Cañete, Lima 15024, Peru)

  • Antonio Arroyo-Paz

    (Facultad de Ingeniería, Universidad Tecnológica del Peru, Lima 15024, Peru)

  • Raymunda Veronica Cruz-Martinez

    (Facultad de Agronomía, Universidad Nacional de Cañete, Lima 15024, Peru)

  • Edgar Norabuena Meza

    (Facultad de Ingeniería Química y Textil, Universidad Nacional de Ingeniería, Lima 15001, Peru)

  • Teodosio Celso Quispe-Ojeda

    (Faculty of Environmental Engineering, Universidad Nacional de Ingeniería, Lima 15001, Peru)

Abstract

The global pursuit of sustainable development has intensified the need to integrate Circular Economy (CE), Sustainable Development Goals (SDGs), and Industry 4.0 (I4.0) as mutually reinforcing frameworks. This study explores the scientific evolution and interconnections among these pillars through a dual approach: (i) a scientometric analysis using CiteSpace, VOSviewer, and Bibliometrix in RStudio (2024.12.1+563), and (ii) a targeted mini-review of high-impact literature. A dataset of 478 Scopus-indexed articles (2016–2024) was analyzed, revealing CE and I4.0 as key technological and strategic enablers of the SDGs—particularly SDG 12 (Responsible Consumption and Production), SDG 9 (Industry, Innovation and Infrastructure), and SDG 13 (Climate Action). Moreover, the results underscore an increasing role of enabling digital technologies—such as IoT, blockchain, and big data—in shaping sustainable production systems. An important insight from this work is the growing relevance of policy frameworks as catalysts for implementing CE and I4.0 strategies, especially within national and international sustainability agendas. However, the low citation frequency of “policy” as a keyword indicates a gap in the literature that merits further exploration. Future research is encouraged to conduct in-depth bibliometric studies focused on sustainability-related policies, including regulations that operationalize CE and I4.0 to support SDG achievement. This study contributes a comprehensive overview of emerging research trends, identifies strategic knowledge gaps, and highlights the need for cohesive governance mechanisms to accelerate the digital–ecological transition.

Suggested Citation

  • Maximo Baca-Neglia & Carmen Barreto-Pio & Paul Virú-Vásquez & Edwin Badillo-Rivera & Mary Flor Césare-Coral & Jhimy Brayam Castro-Pantoja & Alejandrina Sotelo-Méndez & Juan Saldivar-Villarroel & Anton, 2025. "Industry 4.0, Circular Economy and Sustainable Development Goals: Future Research Directions Through Scientometrics and Mini-Review," Sustainability, MDPI, vol. 17(14), pages 1-21, July.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6468-:d:1702219
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    References listed on IDEAS

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    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Katrien Steenmans & Phillip Taylor & Ine Steenmans, 2021. "Blockchain Technology for Governance of Plastic Waste Management: Where Are We?," Social Sciences, MDPI, vol. 10(11), pages 1-24, November.
    3. Dieste, Marcos & Sauer, Philipp C. & Orzes, Guido, 2022. "Organizational tensions in industry 4.0 implementation: A paradox theory approach," International Journal of Production Economics, Elsevier, vol. 251(C).
    4. César Rodríguez-Aburto & José Poma-García & Jorge Montaño-Pisfil & Pablo Morcillo-Valdivia & Fernando Oyanguren-Ramirez & Cesar Santos-Mejia & Ruben Rodriguez-Flores & Paul Virú-Vasquez & Alex Pilco-N, 2024. "Bibliometric Analysis of Global Publications on Management, Trends, Energy, and the Innovation Impact of Green Hydrogen Production," Sustainability, MDPI, vol. 16(24), pages 1-24, December.
    5. Anne P. M. Velenturf & Phil Purnell, 2017. "Resource Recovery from Waste: Restoring the Balance between Resource Scarcity and Waste Overload," Sustainability, MDPI, vol. 9(9), pages 1-17, September.
    6. Yafeng Han & Tetiana Shevchenko & Bernard Yannou & Meisam Ranjbari & Zahra Shams Esfandabadi & Michael Saidani & Ghada Bouillass & Kseniia Bliumska-Danko & Guohou Li, 2023. "Exploring How Digital Technologies Enable a Circular Economy of Products," Sustainability, MDPI, vol. 15(3), pages 1-20, January.
    7. Zuo, Zhili & Cheng, Jinhua & Guo, Haixiang & Li, Yonglin, 2021. "Knowledge mapping of research on strategic mineral resource security: A visual analysis using CiteSpace," Resources Policy, Elsevier, vol. 74(C).
    8. Mohammad Abu Hurayra & Ali Ahmed & Mohammad A. Alim & Ataur Rahman, 2024. "Water Savings in Places of Worship: A Case Study for St Mary’s Mosque in Australia," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
    9. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    10. Juan-Manuel Valverde & Carmen Avilés-Palacios, 2021. "Circular Economy as a Catalyst for Progress towards the Sustainable Development Goals: A Positive Relationship between Two Self-Sufficient Variables," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
    11. Chih-Hung Hsu & Ze-Hao Li & Hong-Ji Zhuo & Ting-Yi Zhang, 2024. "Enabling Industry 5.0-Driven Circular Economy Transformation: A Strategic Roadmap," Sustainability, MDPI, vol. 16(22), pages 1-25, November.
    12. Cotrina-Teatino, Marco A. & Marquina-Araujo, Jairo J., 2025. "Circular economy in the mining industry: A bibliometric and systematic literature review," Resources Policy, Elsevier, vol. 102(C).
    13. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Lucrezia Volpi & Martina Pini & Cristina Siligardi & Davide Settembre-Blundo, 2019. "Identifying the Equilibrium Point between Sustainability Goals and Circular Economy Practices in an Industry 4.0 Manufacturing Context Using Eco-Design," Social Sciences, MDPI, vol. 8(8), pages 1-22, August.
    14. René Bohnsack & Christina M. Bidmon & Jonatan Pinkse, 2022. "Sustainability in the digital age: Intended and unintended consequences of digital technologies for sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 599-602, February.
    15. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
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