IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i15p6502-d1445965.html
   My bibliography  Save this article

Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix

Author

Listed:
  • Lin Hu

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 21600, China)

  • Qinghai Chen

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 21600, China)

  • Tingting Yang

    (CNPC Xibu Drilling Engineering Limited Company, Urumqi 830011, China)

  • Chuanjian Yi

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 21600, China)

  • Jing Chen

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 21600, China)

Abstract

The development of cold chain logistics for seafood plays a pivotal role in guaranteeing food safety, promoting economic progress, reducing losses, and fostering sustainable development, thereby enhancing the overall efficiency of the seafood supply chain. This study conducted a comprehensive investigation into the primary research focuses of the seafood cold chain logistics field using the literature on visualization analysis software (CiteSpace (6.2.R6), VOSviewer (1.6.20), and RStudio Bibliometrix (4.4.0)). A total of 1787 articles were collected and further analyzed from the China National Knowledge Infrastructure (CNKI), Web of Science (WOS), and Google databases over 12 years, establishing a knowledge framework for research in seafood cold chain logistics. Through the utilization of keyword clustering and emerging analysis techniques, the study constructed a knowledge map that intuitively describes the emerging trends and key hotspot in this field. The results indicate a growing trend in the seafood cold chain logistics field, with disciplines such as mathematics, systems, and physics being notably prominent. Key terms such as “cold chain logistics”, “highlighted supply chain management”, “frozen storage techniques”, “cold storage practices”, “post-harvest loss prevention strategies”, and “optimization of the cold chain” frequently appear in the literature, highlighting the importance of interdisciplinary academic research in these areas. By exploring the current development of the seafood cold chain logistics field, we strengthen the research gaps in the literature and propose future research directions. Therefore, well-conducted bibliometric studies can play a crucial role in advancing the field by providing comprehensive insights, facilitating scholarly discussions, identifying knowledge gaps, generating new research ideas, and showcasing their intended contributions to the field.

Suggested Citation

  • Lin Hu & Qinghai Chen & Tingting Yang & Chuanjian Yi & Jing Chen, 2024. "Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:15:p:6502-:d:1445965
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/15/6502/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/15/6502/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    2. 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.
    3. Dzikowski, Piotr, 2018. "A bibliometric analysis of born global firms," Journal of Business Research, Elsevier, vol. 85(C), pages 281-294.
    4. Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    5. Beamon, Benita M., 1998. "Supply chain design and analysis:: Models and methods," International Journal of Production Economics, Elsevier, vol. 55(3), pages 281-294, August.
    6. Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
    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. Diana Hicks & Paul Wouters & Ludo Waltman & Sarah de Rijcke & Ismael Rafols, 2015. "Bibliometrics: The Leiden Manifesto for research metrics," Nature, Nature, vol. 520(7548), pages 429-431, April.
    9. Jing Chen & Pengfei Gui & Tao Ding & Sanggyun Na & Yingtang Zhou, 2019. "Optimization of Transportation Routing Problem for Fresh Food by Improved Ant Colony Algorithm Based on Tabu Search," Sustainability, MDPI, vol. 11(23), pages 1-22, November.
    10. Qiuping Ni & Yuanxiang Tang, 2023. "A Bibliometric Visualized Analysis and Classification of Vehicle Routing Problem Research," Sustainability, MDPI, vol. 15(9), pages 1-37, April.
    11. Countryman, Amanda M., 2016. "The Food Safety Modernization Act and Agricultural Imports," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 31(1), pages 1-7, March.
    12. Collart, Alba J., 2016. "The Food Safety Modernization Act and the Marketing of Fresh Produce," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 31(1), pages 1-7, March.
    13. Jawad Iqbal & Donglei Yu & Maria Zubair & Muhammad Imran Rasheed & Hafiz Muhammad Usman Khizar & Muhammad Imran, 2021. "Health Consciousness, Food Safety Concern, and Consumer Purchase Intentions Toward Organic Food: The Role of Consumer Involvement and Ecological Motives," SAGE Open, , vol. 11(2), pages 21582440211, May.
    14. Bogataj, Marija & Bogataj, Ludvik & Vodopivec, Robert, 2005. "Stability of perishable goods in cold logistic chains," International Journal of Production Economics, Elsevier, vol. 93(1), pages 345-356, January.
    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. Yucheng Zhang & Zhiling Wang & Lin Xiao & Lijun Wang & Pei Huang, 2023. "Discovering the evolution of online reviews: A bibliometric review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    2. Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    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. 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.
    5. Rongrong Li & Feng Ren & Qiang Wang, 2024. "China–US scientific collaboration on sustainable development amidst geopolitical tensions," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-19, December.
    6. Gricelda Herrera-Franco & Néstor Montalván-Burbano & Carlos Mora-Frank & Lady Bravo-Montero, 2021. "Scientific Research in Ecuador: A Bibliometric Analysis," Publications, MDPI, vol. 9(4), pages 1-34, December.
    7. Ilaria Cataldo & Dora Novotny & Alessandro Carollo & Gianluca Esposito, 2023. "Mental Health in the Post-Lockdown Scenario: A Scientometric Investigation of the Main Thematic Trends of Research," IJERPH, MDPI, vol. 20(13), pages 1-21, July.
    8. Magdalena Krystyna Wyrwicka & Ewa Więcek-Janka & Łukasz Brzeziński, 2023. "Transition to Sustainable Energy System for Smart Cities—Literature Review," Energies, MDPI, vol. 16(21), pages 1-26, October.
    9. Rocío González-Sánchez & Sara Alonso-Muñoz & María Sonia Medina-Salgado, 2023. "Circularity in waste management: a research proposal to achieve the 2030 Agenda," Operations Management Research, Springer, vol. 16(3), pages 1520-1540, September.
    10. Mathew Azarian & Hao Yu & Asmamaw Tadege Shiferaw & Tor Kristian Stevik, 2023. "Do We Perform Systematic Literature Review Right? A Scientific Mapping and Methodological Assessment," Logistics, MDPI, vol. 7(4), pages 1-32, November.
    11. Veronica Paul Kundy & Kamini Shah, 2024. "The knowledge base of financial technology: a bibliometric analysis review," SN Business & Economics, Springer, vol. 4(7), pages 1-22, July.
    12. Saurav Chandra Talukder & Zoltán Lakner, 2023. "Exploring the Landscape of Social Entrepreneurship and Crowdfunding: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    13. Setareh Boshrouei Shargh & Mostafa Zandieh & Ashkan Ayough & Farbod Farhadi, 2024. "Scheduling in services: a review and bibliometric analysis," Operations Management Research, Springer, vol. 17(2), pages 754-783, June.
    14. Itsuki Kageyama & Karin Kurata & Shuto Miyashita & Yeongjoo Lim & Shintaro Sengoku & Kota Kodama, 2022. "A Bibliometric Analysis of Wearable Device Research Trends 2001–2022—A Study on the Reversal of Number of Publications and Research Trends in China and the USA," IJERPH, MDPI, vol. 19(24), pages 1-19, December.
    15. Yuntao Lian & Jiafeng Xie, 2024. "The Evolution of Digital Cultural Heritage Research: Identifying Key Trends, Hotspots, and Challenges through Bibliometric Analysis," Sustainability, MDPI, vol. 16(16), pages 1-39, August.
    16. Li Yan & Wang Zhiping, 2023. "Mapping the Literature on Academic Publishing: A Bibliometric Analysis on WOS," SAGE Open, , vol. 13(1), pages 21582440231, March.
    17. Ioana Bianca (Campean) Patrinjan, 2022. "CSR and Environment: a Bibliometric Mapping," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 390-399, September.
    18. Pawinee Iamtrakul & Sararad Chayphong & Derlie Mateo-Babiano, 2023. "The Transition of Land Use and Road Safety Studies: A Systematic Literature Review (2000–2021)," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    19. Ratinho, Tiago & Bruneel, Johan, 2024. "Taking stock of research on hybrid organizations: Enriching theoretical perspectives, extending empirical contexts, and expanding practical relevance," Journal of Business Research, Elsevier, vol. 170(C).
    20. Yue Guiling & Siti Aisyah Panatik & Mohammad Saipol Mohd Sukor & Noraini Rusbadrol & Li Cunlin, 2022. "Bibliometric Analysis of Global Research on Organizational Citizenship Behavior From 2000 to 2019," SAGE Open, , vol. 12(1), pages 21582440221, February.

    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:16:y:2024:i:15:p:6502-:d:1445965. 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.