IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i6p3299-d518840.html
   My bibliography  Save this article

Circular Economy and Internet of Things: Mapping Science of Case Studies in Manufacturing Industry

Author

Listed:
  • Adriane Cavalieri

    (Department of Economics Management Industrial Engineering and Tourism, GOVCOPP, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
    Department of Assessments and Production Engineering (Divisão de Avaliações e Processos Industriais), National Institute of Technology (Instituto Nacional de Tecnologia), Rio de Janeiro 20081-312, Brazil)

  • João Reis

    (Department of Economics Management Industrial Engineering and Tourism, GOVCOPP, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
    Industrial Engineering and Management, EIGeS, Lusofona University, Campo Grande, 1749-024 Lisbon, Portugal)

  • Marlene Amorim

    (Department of Economics Management Industrial Engineering and Tourism, GOVCOPP, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal)

Abstract

This study investigates the “Internet of things” (IoT) and “Circular Economy” (CE) relationship in the current scientific literature focused on case studies or use cases on manufacturing context. To the best of our knowledge, this study is the first to map the science centered on “case studies” with respect to the “IoT” and “CE” connection, contributing to fill the gap of the subject that is already relevant to the scientific community and practitioners. The research methodology consists of developing a bibliometric study, employing PRISMA process, whose data is obtained from the Web of Science database. The VOSviewer was the computer program selected for the bibliometric analysis. The Web of Science (WoS) analysis tool supports VOSviewer. The papers were analyzed according to network analysis principles. The qualitative content analysis complements these results. The results show the high-frequency keywords and topics associated with the theme “IoT and CE”; the most cited papers; the intellectual structure of “IoT and CE”; the new emerging themes in scientific research; and social networks among the researchers. The paper’s contribution is the results of the bibliometric analysis and a better understanding of the relationship of “IoT” and “CE” by the “case studies” addressed in the empirical investigations.

Suggested Citation

  • Adriane Cavalieri & João Reis & Marlene Amorim, 2021. "Circular Economy and Internet of Things: Mapping Science of Case Studies in Manufacturing Industry," Sustainability, MDPI, vol. 13(6), pages 1-32, March.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:6:p:3299-:d:518840
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/6/3299/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/6/3299/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rocío González-Sánchez & Davide Settembre-Blundo & Anna Maria Ferrari & Fernando E. García-Muiña, 2020. "Main Dimensions in the Building of the Circular Supply Chain: A Literature Review," Sustainability, MDPI, vol. 12(6), pages 1-25, March.
    2. Carvalho, M.M. & Fleury, André & Lopes, Ana Paula, 2013. "An overview of the literature on technology roadmapping (TRM): Contributions and trends," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1418-1437.
    3. Fernando E. García-Muiña & María Sonia Medina-Salgado & Anna Maria Ferrari & Marco Cucchi, 2020. "Sustainability Transition in Industry 4.0 and Smart Manufacturing with the Triple-Layered Business Model Canvas," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    4. Gustavo Cattelan Nobre & Elaine Tavares, 2017. "Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 463-492, April.
    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. D'Adamo, Idiano & Gastaldi, Massimo & Rosa, Paolo, 2020. "Recycling of end-of-life vehicles: Assessing trends and performances in Europe," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    7. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    8. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    9. Konstantinos Demestichas & Emmanouil Daskalakis, 2020. "Information and Communication Technology Solutions for the Circular Economy," Sustainability, MDPI, vol. 12(18), pages 1-19, September.
    10. Junwen Zhu & Weishu Liu, 2020. "A tale of two databases: the use of Web of Science and Scopus in academic papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(1), pages 321-335, April.
    11. Alberto Martín-Martín & Mike Thelwall & Enrique Orduna-Malea & Emilio Delgado López-Cózar, 2021. "Correction to: Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 907-908, January.
    12. Enric Camón Luis & Dolors Celma, 2020. "Circular Economy. A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 12(16), pages 1-23, August.
    13. Chris Turner & Mariale Moreno & Luigi Mondini & Konstantinos Salonitis & Fiona Charnley & Ashutosh Tiwari & Windo Hutabarat, 2019. "Sustainable Production in a Circular Economy: A Business Model for Re-Distributed Manufacturing," Sustainability, MDPI, vol. 11(16), pages 1-19, August.
    14. Juan Zhang & Qi Yu & Fashan Zheng & Chao Long & Zuxun Lu & Zhiguang Duan, 2016. "Comparing keywords plus of WOS and author keywords: A case study of patient adherence research," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(4), pages 967-972, April.
    15. Gianmarco Bressanelli & Federico Adrodegari & Marco Perona & Nicola Saccani, 2018. "Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies," Sustainability, MDPI, vol. 10(3), pages 1-21, February.
    16. Okechukwu Okorie & Konstantinos Salonitis & Fiona Charnley & Mariale Moreno & Christopher Turner & Ashutosh Tiwari, 2018. "Digitisation and the Circular Economy: A Review of Current Research and Future Trends," Energies, MDPI, vol. 11(11), pages 1-31, November.
    17. Mohamed Ben-Daya & Elkafi Hassini & Zied Bahroun, 2019. "Internet of things and supply chain management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4719-4742, August.
    18. Pejvak Oghazi & Rana Mostaghel, 2018. "Circular Business Model Challenges and Lessons Learned—An Industrial Perspective," Sustainability, MDPI, vol. 10(3), pages 1-19, March.
    19. Alberto Martín-Martín & Mike Thelwall & Enrique Orduna-Malea & Emilio Delgado López-Cózar, 2021. "Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 871-906, January.
    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. Kayikci, Yasanur & Kazancoglu, Yigit & Gozacan-Chase, Nazlican & Lafci, Cisem & Batista, Luciano, 2022. "Assessing smart circular supply chain readiness and maturity level of small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 149(C), pages 375-392.
    2. Mochamad Arief Budihardjo & Bimastyaji Surya Ramadan & Soraya Annisa Putri & Indah Fajarini Sri Wahyuningrum & Fadel Iqbal Muhammad, 2021. "Towards Sustainability in Higher-Education Institutions: Analysis of Contributing Factors and Appropriate Strategies," Sustainability, MDPI, vol. 13(12), pages 1-14, June.
    3. Beatriz de Souza Mello Gonçalves & Flávio Leonel de Carvalho & Paula de Camargo Fiorini, 2022. "Circular Economy and Financial Aspects: A Systematic Review of the Literature," Sustainability, MDPI, vol. 14(5), pages 1-41, March.
    4. Raman Kumar & Sehijpal Singh & Ardamanbir Singh Sidhu & Catalin I. Pruncu, 2021. "Bibliometric Analysis of Specific Energy Consumption (SEC) in Machining Operations: A Sustainable Response," Sustainability, MDPI, vol. 13(10), pages 1-30, May.

    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. Andrzej Lis & Agata Sudolska & Mateusz Tomanek, 2020. "Mapping Research on Sustainable Supply-Chain Management," Sustainability, MDPI, vol. 12(10), pages 1-26, May.
    2. Christopher Hansen & Holger Steinmetz & Jörn Block, 2022. "How to conduct a meta-analysis in eight steps: a practical guide," Management Review Quarterly, Springer, vol. 72(1), pages 1-19, February.
    3. Andrea Caputo & Mariya Kargina, 2022. "A user-friendly method to merge Scopus and Web of Science data during bibliometric analysis," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(1), pages 82-88, March.
    4. Kristoffersen, Eivind & Blomsma, Fenna & Mikalef, Patrick & Li, Jingyue, 2020. "The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies," Journal of Business Research, Elsevier, vol. 120(C), pages 241-261.
    5. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
    6. Joselyne Solórzano & Fernando Morante-Carballo & Néstor Montalván-Burbano & Josué Briones-Bitar & Paúl Carrión-Mero, 2022. "A Systematic Review of the Relationship between Geotechnics and Disasters," Sustainability, MDPI, vol. 14(19), pages 1-31, October.
    7. Usama Awan & Robert Sroufe & Muhammad Shahbaz, 2021. "Industry 4.0 and the circular economy: A literature review and recommendations for future research," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2038-2060, May.
    8. Fernando Morante-Carballo & Néstor Montalván-Burbano & Maribel Aguilar-Aguilar & Paúl Carrión-Mero, 2022. "A Bibliometric Analysis of the Scientific Research on Artisanal and Small-Scale Mining," IJERPH, MDPI, vol. 19(13), pages 1-29, July.
    9. Weishu Liu & Meiting Huang & Haifeng Wang, 2021. "Same journal but different numbers of published records indexed in Scopus and Web of Science Core Collection: causes, consequences, and solutions," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 4541-4550, May.
    10. Ignacio Rodríguez-Rodríguez & José-Víctor Rodríguez & Niloofar Shirvanizadeh & Andrés Ortiz & Domingo-Javier Pardo-Quiles, 2021. "Applications of Artificial Intelligence, Machine Learning, Big Data and the Internet of Things to the COVID-19 Pandemic: A Scientometric Review Using Text Mining," IJERPH, MDPI, vol. 18(16), pages 1-29, August.
    11. Sultan Çetin & Catherine De Wolf & Nancy Bocken, 2021. "Circular Digital Built Environment: An Emerging Framework," Sustainability, MDPI, vol. 13(11), pages 1-34, June.
    12. Mehdi Toloo & Rouhollah Khodabandelou & Amar Oukil, 2022. "A Comprehensive Bibliometric Analysis of Fractional Programming (1965–2020)," Mathematics, MDPI, vol. 10(11), pages 1-21, May.
    13. Mike Thelwall, 2021. "Alternative medicines worth researching? Citation analyses of acupuncture, chiropractic, homeopathy, and osteopathy 1996–2017," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(10), pages 8731-8747, October.
    14. Roberto Hernández-Chea & Akriti Jain & Nancy M. P. Bocken & Anjula Gurtoo, 2021. "The Business Model in Sustainability Transitions: A Conceptualization," Sustainability, MDPI, vol. 13(11), pages 1-25, May.
    15. Anting Wang & Mohd Nizam Osman & Megat Al-Imran Yasin & Nurul Ain Mohd Hasan & Ying Cui, 2024. "Tracing Evolution and Communication Dynamics in Chinese Independent Documentary Films (2012-2022): A Systematic Review of Genre, Censorship, Culture, and Distribution," Studies in Media and Communication, Redfame publishing, vol. 12(1), pages 368-381, March.
    16. Mónica Duque-Acevedo & Luis Jesús Belmonte-Ureña & Natalia Yakovleva & Francisco Camacho-Ferre, 2020. "Analysis of the Circular Economic Production Models and Their Approach in Agriculture and Agricultural Waste Biomass Management," IJERPH, MDPI, vol. 17(24), pages 1-32, December.
    17. Belmonte-Ureña, Luis Jesús & Plaza-Úbeda, José Antonio & Vazquez-Brust, Diego & Yakovleva, Natalia, 2021. "Circular economy, degrowth and green growth as pathways for research on sustainable development goals: A global analysis and future agenda," Ecological Economics, Elsevier, vol. 185(C).
    18. Huixian Shen & Ivan Ka Wai Lai, 2022. "Souvenirs: A Systematic Literature Review (1981–2020) and Research Agenda," SAGE Open, , vol. 12(2), pages 21582440221, June.
    19. Carlos Andrés Tavera Romero & Diego F. Castro & Jesús Hamilton Ortiz & Osamah Ibrahim Khalaf & Miguel A. Vargas, 2021. "Synergy between Circular Economy and Industry 4.0: A Literature Review," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
    20. Emilio Abad-Segura & Alfonso Infante-Moro & Mariana-Daniela González-Zamar & Eloy López-Meneses, 2021. "Blockchain Technology for Secure Accounting Management: Research Trends Analysis," Mathematics, MDPI, vol. 9(14), pages 1-26, July.

    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:13:y:2021:i:6:p:3299-:d:518840. 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.