IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i14p6468-d1702219.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/14/6468/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/14/6468/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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).
    3. 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.
    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. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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).
    Full references (including those not matched with items on IDEAS)

    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. Théodore Nikiema & Eugène C. Ezin & Sylvain Kpenavoun Chogou, 2023. "Bibliometric Analysis of the State of Research on Agroecology Adoption and Methods Used for Its Assessment," Sustainability, MDPI, vol. 15(21), pages 1-18, November.
    2. Jin Su & Mo Wang & Mohd Adib Mohammad Razi & Norlida Mohd Dom & Noralfishah Sulaiman & Lai-Wai Tan, 2023. "A Bibliometric Review of Nature-Based Solutions on Urban Stormwater Management," Sustainability, MDPI, vol. 15(9), pages 1-23, April.
    3. Dušan Nikolić & Dragan Ivanović & Lidija Ivanović, 2024. "An open-source tool for merging data from multiple citation databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4573-4595, July.
    4. Bhavna Thawani & Tushar Panigrahi & Meena Bhatia, 2024. "Eleven years of integrated reporting: a bibliometric analysis," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 21(4), pages 666-684, December.
    5. Fabio De Felice & Antonella Petrillo, 2021. "Green Transition: The Frontier of the Digicircular Economy Evidenced from a Systematic Literature Review," Sustainability, MDPI, vol. 13(19), pages 1-26, October.
    6. Weisheng Chiu & Thomas Chun Man Fan & Sang-Back Nam & Ping-Hung Sun, 2021. "Knowledge Mapping and Sustainable Development of eSports Research: A Bibliometric and Visualized Analysis," Sustainability, MDPI, vol. 13(18), pages 1-17, September.
    7. David Moroz, 2024. "What does terroir mean? A science mapping of a multidimensional concept," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(3), pages 889-913, September.
    8. Abdi Shukri Yasin & Zsuzsanna Bacsi, 2025. "Agritourism and Rural Development: A Global Bibliometric Analysis of the State of Research, Limitations, and Future Directions," Agriculture, MDPI, vol. 15(8), pages 1-22, April.
    9. Carlos Sánchez‐Camacho & Rocío Carranza & David Martín‐Consuegra & Estrella Díaz, 2022. "Evolution, trends and future research lines in corporate social responsibility and tourism: A bibliometric analysis and science mapping," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(3), pages 462-476, June.
    10. Razi, Ummara & Karim, Sitara & Cheong, Calvin W.H., 2024. "From turbulence to resilience: A bibliometric insight into the complex interactions between energy price volatility and green finance," Energy, Elsevier, vol. 304(C).
    11. Corral-Gonzalez, Lariza & Cavazos-Arroyo, Judith & García-Mestanza, Josefa, 2023. "Regenerative tourism: A bibliometric analysis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9(2), pages 41-54.
    12. Yi Lu & Gayani Karunasena & Chunlu Liu, 2022. "A Systematic Literature Review of Non-Compliance with Low-Carbon Building Regulations," Energies, MDPI, vol. 15(24), pages 1-20, December.
    13. Yorela Yenifer Esperilla-Niño-de-Guzmán & María de los Ángeles Baeza-Muñoz & Francisco Jesús Gálvez-Sánchez & Valentín Molina-Moreno, 2024. "Public–Private Partnership (PPP) in Road Infrastructure Projects: A Review of Evolution, Approaches, and Prospects," Sustainability, MDPI, vol. 16(4), pages 1-24, February.
    14. Umaru Kargbo & Biju Terrence & Timothy B. Palmer, 2025. "Redefining Corporate Social Responsibility: The Role of Strategic Communication Practices," Sustainability, MDPI, vol. 17(9), pages 1-26, May.
    15. Carlo Dindorf & Eva Bartaguiz & Freya Gassmann & Michael Fröhlich, 2022. "Conceptual Structure and Current Trends in Artificial Intelligence, Machine Learning, and Deep Learning Research in Sports: A Bibliometric Review," IJERPH, MDPI, vol. 20(1), pages 1-23, December.
    16. Crismeire Isbaex & Francisco dos Reis Fernandes Costa & Teresa Batista, 2025. "Application of GIS in the Maritime-Port Sector: A Systematic Review," Sustainability, MDPI, vol. 17(8), pages 1-36, April.
    17. Cathaysa Martín-Blanco & Montserrat Zamorano & Carmen Lizárraga & Valentin Molina-Moreno, 2022. "The Impact of COVID-19 on the Sustainable Development Goals: Achievements and Expectations," IJERPH, MDPI, vol. 19(23), pages 1-25, December.
    18. Adriana Neligan & Rupert J. Baumgartner & Martin Geissdoerfer & Josef‐Peter Schöggl, 2023. "Circular disruption: Digitalisation as a driver of circular economy business models," Business Strategy and the Environment, Wiley Blackwell, vol. 32(3), pages 1175-1188, March.
    19. Amit Kumar Singh & Yifang Zhang & Anu, 2023. "Understanding the Evolution of Environment, Social and Governance Research: Novel Implications From Bibliometric and Network Analysis," Evaluation Review, , vol. 47(2), pages 350-386, April.
    20. Luíza Neves Marques Fonseca & Angela Rocha, 2023. "Setbacks, interruptions and turnarounds in the internationalization process: a bibliometric and literature review of de-internationalization," Management Review Quarterly, Springer, vol. 73(3), pages 1351-1384, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    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:gam:jsusta:v:17:y:2025:i:14:p:6468-:d:1702219. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.