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A Visual Knowledge Map Analysis of Cross-Border Agri-Food Supply Chain Research Based on CiteSpace

Author

Listed:
  • Gaofeng Wang

    (School of Management, Henan University of Technology, Zhengzhou 450001, China)

  • Shuai Li

    (School of Management, Henan University of Technology, Zhengzhou 450001, China)

  • Zihao Zhang

    (School of Economics and Management, China University of Mining and Technology, Xuzhou 221116, China)

  • Yanning Hou

    (School of Management, Zhengzhou University, Zhengzhou 450001, China)

  • Changhoon Shin

    (College of Ocean Science and Engineering, Korea Maritime and Ocean University, Busan 49112, Republic of Korea)

Abstract

How to reshape the cross-border agricultural supply chain is a common concern in the global agricultural field. Using the bibliometrics method, 761 studies in the literature were selected from the core database of WOS (Web of Science) to explore research hotspots and development trends in this field, clarify the historical context, and explore future trends. Using the knowledge map visualization software CiteSpace, an in-depth review and visualization analysis of hot topics in this field were conducted. The results showed that since 2017, research in this field has shown a strong development trend. The United States and the University of Wageningen are the field’s most influential country and research institution, respectively. Sustainability is the journal with the highest number of publications in the field. Research hotspots included cross-border agricultural product safety, cross-border agricultural supply chain systematization, and technology integration, and gradually evolved towards the high-quality development of digital intelligence with informatization, digitization, and big data as the main focus. The sustainability of cross-border agricultural supply chains and the resilience of the global food supply system have become the main lines of research in this field.

Suggested Citation

  • Gaofeng Wang & Shuai Li & Zihao Zhang & Yanning Hou & Changhoon Shin, 2023. "A Visual Knowledge Map Analysis of Cross-Border Agri-Food Supply Chain Research Based on CiteSpace," Sustainability, MDPI, vol. 15(14), pages 1-28, July.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:14:p:10763-:d:1189862
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    References listed on IDEAS

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    1. Karl S. Zimmerer & Stef Haan, 2020. "Informal food chains and agrobiodiversity need strengthening—not weakening—to address food security amidst the COVID-19 crisis in South America," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 891-894, August.
    2. Thi Le Hoa Vo & Daniel Thiel, 2011. "Economic simulation of a poultry supply chain facing a sanitary crisis," Post-Print halshs-00657468, HAL.
    3. Weinzettel, Jan & Wood, Richard, 2018. "Environmental Footprints of Agriculture Embodied in International Trade: Sensitivity of Harvested Area Footprint of Chinese Exports," Ecological Economics, Elsevier, vol. 145(C), pages 323-330.
    4. Li, Huajiao & An, Haizhong & Wang, Yue & Huang, Jiachen & Gao, Xiangyun, 2016. "Evolutionary features of academic articles co-keyword network and keywords co-occurrence network: Based on two-mode affiliation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 450(C), pages 657-669.
    5. 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.
    6. Dangzhi Zhao & Andreas Strotmann, 2014. "The knowledge base and research front of information science 2006–2010: An author cocitation and bibliographic coupling analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(5), pages 995-1006, May.
    7. Liukun Wang & Chunjie Qi & Peng Jiang & Si Xiang, 2022. "The Impact of Blockchain Application on the Qualification Rate and Circulation Efficiency of Agricultural Products: A Simulation Analysis with Agent-Based Modelling," IJERPH, MDPI, vol. 19(13), pages 1-17, June.
    8. R. Bailón-Moreno & E. Jurado-Alameda & R. Ruiz-Baños & J. P. Courtial, 2005. "Analysis of the field of physical chemistry of surfactants with the Unified Scienctometric Model. Fit of relational and activity indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 63(2), pages 259-276, April.
    9. Deepak Prashar & Nishant Jha & Sudan Jha & Yongju Lee & Gyanendra Prasad Joshi, 2020. "Blockchain-Based Traceability and Visibility for Agricultural Products: A Decentralized Way of Ensuring Food Safety in India," Sustainability, MDPI, vol. 12(8), pages 1-20, April.
    10. Bijit Bora, 2005. "The Quantification And Impact Of Non-Tariff Measures," World Scientific Book Chapters, in: Philippa Dee & Michael Ferrantino (ed.), Quantitative Methods For Assessing The Effects Of Non-Tariff Measures And Trade Facilitation, chapter 3, pages 17-40, World Scientific Publishing Co. Pte. Ltd..
    11. Ameseder, Christoph & Canavari, Maurizio & Cantore, Nicola & Deiters, Jivka & Fritz, Melanie & Haas, Rainer & Matopoulos, Aristides & Meixner, Oliver & Vlachopoulou, Maro, 2009. "Perceived risks in cross-border transactions in agri-food chains," 113th Seminar, September 3-6, 2009, Chania, Crete, Greece 57659, European Association of Agricultural Economists.
    12. Seneshaw Tamru & Bart Minten & Johan Swinnen, 2021. "Trade, value chains, and rent distribution with foreign exchange controls: Coffee exports in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 52(1), pages 81-95, January.
    13. Kahaer Abula & Buwajian Abula & Xinyu Wang & Dezhen Wang, 2022. "Performance Evaluations and Influencing Factors of the Agricultural Product Trade Supply Chain between China and Central Asian Countries," Sustainability, MDPI, vol. 14(23), pages 1-27, November.
    14. Sporleder, Thomas L. & Boland, Michael A., 2011. "Exclusivity of Agrifood Supply Chains: Seven Fundamental Economic Characteristics," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 14(5), pages 1-15, December.
    15. Maiyar, Lohithaksha M. & Thakkar, Jitesh J., 2019. "Modelling and analysis of intermodal food grain transportation under hub disruption towards sustainability," International Journal of Production Economics, Elsevier, vol. 217(C), pages 281-297.
    16. Wolfert, Sjaak & Ge, Lan & Verdouw, Cor & Bogaardt, Marc-Jeroen, 2017. "Big Data in Smart Farming – A review," Agricultural Systems, Elsevier, vol. 153(C), pages 69-80.
    17. Ole Ellegaard & Johan A. Wallin, 2015. "The bibliometric analysis of scholarly production: How great is the impact?," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1809-1831, December.
    18. D. G. Mogale & Sri Krishna Kumar & Manoj Kumar Tiwari, 2020. "Green food supply chain design considering risk and post-harvest losses: a case study," Annals of Operations Research, Springer, vol. 295(1), pages 257-284, December.
    19. Anaka Aiyar & Prabhu Pingali, 2020. "Pandemics and food systems - towards a proactive food safety approach to disease prevention & management," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 749-756, August.
    20. Stephanie Louise Godrich & Flavio Macau & Katherine Kent & Johnny Lo & Amanda Devine, 2022. "Food Supply Impacts and Solutions Associated with the COVID-19 Pandemic: A Regional Australian Case Study," IJERPH, MDPI, vol. 19(7), pages 1-16, March.
    21. Ying Chen & Can Wu, 2017. "The hot spot transformation in the research evolution of maker," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1307-1324, December.
    22. Marco Springmann & Michael Clark & Daniel Mason-D’Croz & Keith Wiebe & Benjamin Leon Bodirsky & Luis Lassaletta & Wim Vries & Sonja J. Vermeulen & Mario Herrero & Kimberly M. Carlson & Malin Jonell & , 2018. "Options for keeping the food system within environmental limits," Nature, Nature, vol. 562(7728), pages 519-525, October.
    23. Jean Balié & Davide Del Prete & Emiliano Magrini & Pierluigi Montalbano & Silvia Nenci, 2019. "Does Trade Policy Impact Food and Agriculture Global Value Chain Participation of Sub-Saharan African Countries?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 773-789.
    24. Mahdi Bashiri & Benny Tjahjono & Jordon Lazell & Jennifer Ferreira & Tomy Perdana, 2021. "The Dynamics of Sustainability Risks in the Global Coffee Supply Chain: A Case of Indonesia–UK," Sustainability, MDPI, vol. 13(2), pages 1-20, January.
    25. Kamble, Sachin S. & Gunasekaran, Angappa & Gawankar, Shradha A., 2020. "Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications," International Journal of Production Economics, Elsevier, vol. 219(C), pages 179-194.
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