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Tedarik Zinciri 5.0 üzerine bir araştirma: Bibliometrix R-aracı ile görsel analiz

Yıl 2025, Sayı: 70, 177 - 183, 30.04.2025

Yeşim Deniz Özkan Özen

https://doi.org/10.18070/erciyesiibd.1573101

Öz

Son dönemdeki endüstriyel gelişmeler ve bunların etkileri ile ilgili çalışmalar günümüzde hızla artmaktadır. Bu çalışma, insan-makine iş birliğini, sürdürülebilirliği ve dayanıklılığı geliştirmek için Endüstri 5.0 ilkelerini tedarik zinciri yönetimiyle bütünleştiren Tedarik Zinciri 5.0 konusuna odaklanmaktadır. Bu çalışmanın amacı Tedarik Zinciri 5.0 hakkındaki akademik çalışmaların kapsamlı bir bibliyometrik analizini sunmak ve Tedarik Zinciri 5.0 konusuna yönelik araştırmaların gelişimini inceleyerek ilgili alandaki ana temaları belirlemektir. Bibliyometrik analiz gerçekleştirmek için R dilini kullanan ve R-aracı olarak bilinen Bibliometrix yazılımı kullanılmıştır. Analiz içerisinde mevcut yapıyı ve eğilimleri ortaya çıkarmak için birlikte oluşum analizi, anahtar kelime birlikteliği ve tematik haritalama dahil olmak üzere çeşitli bibliyometrik tekniklere başvurulmuştur. Çalışmanın bulguları; teknolojik gelişmelere, sürdürülebilirliğe ve insan odaklı yaklaşımlara önemli ölçüde vurgu yapılan yayınlarda hızlı bir büyüme olduğunu ortaya koymaktadır. Çalışmanın sonunda Tedarik Zinciri 5.0 alanına yönelik gelecekteki araştırma fikirleri; tedarik zinciri esnekliği ve çevikliği, tedarik zincirlerinde insan merkezli yaklaşımlar, Tedarik Zinciri 5.0’ın gelişmekte olan ekonomilere etkileri, sürdürülebilir Tedarik Zinciri 5.0 başlıkları altında sunulmuştur. Bu çalışmanın temel katkıları; Tedarik Zinciri 5.0 ile ilgili yazının mevcut durumuna ilişkin ayrıntılı bir genel bakış sunulması ve araştırma boşluklarını vurgulayarak alanı ilerletmek için gelecek çalışma konularının önerilmesidir.

Anahtar Kelimeler

Tedarik Zinciri Endüstri 5.0 Endüstri 4.0 Tedarik Zinciri 5.0 Bibliyometrik Analiz Dijitalleşme

Kaynakça

  • Ali, D. M. M. (2020). Digitization of the emerging economy: An exploratory and explanatory case study. Journal of Governance and Regulation, 9(4). SSRN: https://ssrn.com/abstract=3724103
  • Agrawal, S., Agrawal, R., Kumar, A., Luthra, S., & Garza-Reyes, J. A. (2024). Can industry 5.0 technologies overcome supply chain disruptions?—a perspective study on pandemics, war, and climate change issues. Operations Management Research, 17(2), 453-468. https://doi.org/10.1007/s12063-023-00410-y
  • Ahmed, T., Karmaker, C. L., Nasir, S. B., Moktadir, M. A., & Paul, S. K. (2023). Modelling the artificial intelligence-based imperatives of industry 5.0 towards resilient supply chains: A post-COVID-19 pandemic perspective. Computers & Industrial Engineering, 177, 109055. https://doi.org/10.1016/j.cie.2023.109055
  • Andres, B., Diaz-Madroñero, M., Soares, A. L., & Poler, R. (2024). Enabling Technologies to Support Supply Chain Logistics 5.0. IEEE Access, 12, 43889-43906. https://doi.org/10.1109/ACCESS.2024.3374194
  • Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
  • Borregan-Alvarado, J., Alvarez-Meaza, I., Cilleruelo-Carrasco, E., & Garechana-Anacabe, G. (2020). A bibliometric analysis in industry 4.0 and advanced manufacturing: What about the sustainable supply chain? Sustainability, 12(19), 7840. https://doi.org/10.3390/su12197840
  • Boudouaia, M. A., Ouchani, S., Qaisar, S. M., & Almaktoom, A. T. (2024, January). Supply Chain 5.0: Vision, Challenges, and Perspectives. In 2024 21st Learning and Technology Conference (L&T). 203-208. IEEE. https://doi.org/10.1109/LT60077.2024.10469476
  • Büyükkıdık, S. (2022). A Bibliometric Analysis: A tutorial for the bibliometrix package in R using IRT literature. Journal of Measurement and Evaluation in Education and Psychology, 13(3), 164-193. https://doi.org/10.21031/epod.1069307
  • Chowdhury, T., Bhowmik, K., Naidu, A. S., & Khan, S. A. (2022, December). Challenges in the Transition from Supply Chain 4.0 to Supply Chain 5.0. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). 0837-0842. IEEE. https://doi.org/10.1109/IEEM55944.2022.9989591
  • Covaci, F. L. (2023). Enabling the smart supply chain ecosystems: A multi-parameter decentralized model for Supply Chain 5.0. Journal of Computational Science, 71, 102040. https://doi.org/10.1016/j.jocs.2023.102040
  • Derviş, H. (2019). Bibliometric analysis using bibliometrix an R package. Journal of scientometric research, 8(3), 156-160. https://doi.org/10.5530/jscires.8.3.32
  • Destouet, C., Tlahig, H., Bettayeb, B., & Mazari, B. (2023). Flexible job shop scheduling problem under Industry 5.0: A survey on human reintegration, environmental consideration and resilience improvement. Journal of Manufacturing Systems, 67, 155-173. https://doi.org/10.1016/j.jmsy.2023.01.004
  • Dwivedi, A., Agrawal, D., Jha, A., & Mathiyazhagan, K. (2023). Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development. Computers & Industrial Engineering, 176, 108927. https://doi.org/10.1016/j.cie.2022.108927
  • Fornasiero, R., & Zangiacomi, A. (2021, August). Reshaping the supply chain for society 5.0. In IFIP International Conference on Advances in Production Management Systems. 663-670. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-85906-0_72
  • Frederico, G. F. (2021). From supply chain 4.0 to supply chain 5.0: Findings from a systematic literature review and research directions. Logistics, 5(3), 49. https://doi.org/10.3390/logistics5030049
  • Gaviria-Marin, M., Merigó, J. M., & Baier-Fuentes, H. (2019). Knowledge management: A global examination based on bibliometric analysis. Technological Forecasting and Social Change, 140, 194-220. https://doi.org/10.1016/j.techfore.2018.07.006
  • Hsu, C. H., Wu, J. Z., Zhang, T. Y., & Chen, J. Y. (2024). Deploying Industry 5.0 drivers to enhance sustainable supply chain risk resilience. International Journal of Sustainable Engineering, 17(1), 1-28. https://doi.org/10.1080/19397038.2024.2327381
  • Jamil, M. A., Mustofa, R., Hossain, N. U. I., Rahman, S. A., & Chowdhury, S. (2024). A Theoretical Framework for Exploring the Industry 5.0 and Sustainable Supply Chain Determinants. Supply Chain Analytics, 100060. https://doi.org/10.1016/j.sca.2024.100060
  • Karmaker, C. L., Bari, A. M., Anam, M. Z., Ahmed, T., Ali, S. M., de Jesus Pacheco, D. A., & Moktadir, M. A. (2023). Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy. International Journal of Production Economics, 258, 108806. https://doi.org/10.1016/j.ijpe.2023.108806
  • Kumar, S., & Singh, V. (2025). Decoding Supply Chain 5.0 Adoption by Grey Influence Analysis: What Barriers and Enablers Lie Within?. Business Strategy and the Environment. https://doi.org/10.1002/bse.4209
  • Lazzaris, J., Carvalho, A. M., & Carvalho, M. S. (2022, December). Supply Chain Quality Management and Industry 5.0-A Literature Review and Analysis. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). 0285-0289. IEEE. https://doi.org/10.1109/IEEM55944.2022.9989770
  • Leng, J., Sha, W., Wang, B., Zheng, P., Zhuang, C., Liu, Q., Wuest, T., Mourtzis D., & Wang, L. (2022). Industry 5.0: Prospect and retrospect. Journal of Manufacturing Systems, 65, 279-295. https://doi.org/10.1016/j.jmsy.2022.09.017
  • Modgil, S., Singh, R. K., & Agrawal, S. (2023). Developing human capabilities for supply chains: an industry 5.0 perspective. Annals of Operations Research, 1-31. https://doi.org/10.1007/s10479-023-05245-1
  • Oliveira-Dias, D., Maqueira-Marín, J. M., & Moyano-Fuentes, J. (2022). The link between information and digital technologies of industry 4.0 and agile supply chain: Mapping current research and establishing new research avenues. Computers & Industrial Engineering, 167, 108000. https://doi.org/10.1016/j.cie.2022.108000
  • Rehman, A., & Umar, T. (2025). Literature review: Industry 5.0. Leveraging technologies for environmental, social and governance advancement in corporate settings. Corporate Governance: The International Journal of Business in Society, 25(2), 229-251. https://doi.org/10.1108/CG-11-2023-0502
  • Smith, G., (2021). Picking Solutions for Industry 5.0: ASCM Insights https://www.ascm.org/ascm-insights/picking-solutions-for-industry-5.0/ Access Date: 04.07.2024
  • Varriale, V., Cammarano, A., Michelino, F., & Caputo, M. (2023). Industry 5.0 and triple bottom line approach in supply chain management: the state-of-the-art. Sustainability, 15(7), 5712. https://doi.org/10.3390/su15075712
  • Villar, A., Paladini, S., & Buckley, O. (2023, July). Towards supply chain 5.0: redesigning supply chains as resilient, sustainable, and human-centric systems in a post-pandemic world. In Operations Research Forum 4, 60. Cham: Springer International Publishing. https://doi.org/10.1007/s43069-023-00234-3
  • Xu, X., Lu, Y., Vogel-Heuser, B., & Wang, L. (2021). Industry 4.0 and Industry 5.0—Inception, conception and perception. Journal of manufacturing systems, 61, 530-535. https://doi.org/10.1016/j.jmsy.2021.10.006
  • Yuan, C., Liu, W., Zhou, G., Shi, X., Long, S., Chen, Z., & Yan, X. (2022). Supply chain innovation announcements and shareholder value under industries 4.0 and 5.0: evidence from China. Industrial Management & Data Systems, 122(8), 1909-1937. https://doi.org/10.1108/IMDS-12-2021-0802

A study on supply chain 5.0 research: A visual analysis by bibliometrix R-tool

Yıl 2025, Sayı: 70, 177 - 183, 30.04.2025

Yeşim Deniz Özkan Özen

https://doi.org/10.18070/erciyesiibd.1573101

Öz

Studies on recent industrial developments and their impacts are one of the majorities of the current literature, and it is a rapidly growing area. With this view, this paper presents a comprehensive bibliometric analysis of research on Supply Chain 5.0 (SC 5.0), an emerging paradigm that integrates Industry 5.0 principles with supply chain management to enhance human-machine collaboration, sustainability, and resilience. Utilizing data from prominent academic databases, this study examines the evolution of SC 5.0 research and identifies key themes. Bibliometrix software, which uses R language and is therefore known as R-tool, is utilized for analysis. It employs various bibliometric techniques, including co-occurrence analysis, keyword co-occurrence, and thematic mapping, to uncover the intellectual structure and trends within the field. Findings reveal a rapid publication growth, emphasizing technological advancements, sustainability, and human-centric approaches. At the end of the study, future research ideas are presented under the themes of supply chain resilience and agility, human-centric approaches in supply chains, impacts of SC 5.0 in emerging economies, and sustainable SC 5.0 concepts. This paper contributes to the academic discourse by providing a detailed overview of the current state of SC 5.0 research, highlighting gaps, and suggesting future research directions to advance the field.

Anahtar Kelimeler

Supply Chain Industry 5.0 Industry 4.0 Supply Chain 5.0 Bibliometric Analysis Digitalization

Kaynakça

  • Ali, D. M. M. (2020). Digitization of the emerging economy: An exploratory and explanatory case study. Journal of Governance and Regulation, 9(4). SSRN: https://ssrn.com/abstract=3724103
  • Agrawal, S., Agrawal, R., Kumar, A., Luthra, S., & Garza-Reyes, J. A. (2024). Can industry 5.0 technologies overcome supply chain disruptions?—a perspective study on pandemics, war, and climate change issues. Operations Management Research, 17(2), 453-468. https://doi.org/10.1007/s12063-023-00410-y
  • Ahmed, T., Karmaker, C. L., Nasir, S. B., Moktadir, M. A., & Paul, S. K. (2023). Modelling the artificial intelligence-based imperatives of industry 5.0 towards resilient supply chains: A post-COVID-19 pandemic perspective. Computers & Industrial Engineering, 177, 109055. https://doi.org/10.1016/j.cie.2023.109055
  • Andres, B., Diaz-Madroñero, M., Soares, A. L., & Poler, R. (2024). Enabling Technologies to Support Supply Chain Logistics 5.0. IEEE Access, 12, 43889-43906. https://doi.org/10.1109/ACCESS.2024.3374194
  • Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
  • Borregan-Alvarado, J., Alvarez-Meaza, I., Cilleruelo-Carrasco, E., & Garechana-Anacabe, G. (2020). A bibliometric analysis in industry 4.0 and advanced manufacturing: What about the sustainable supply chain? Sustainability, 12(19), 7840. https://doi.org/10.3390/su12197840
  • Boudouaia, M. A., Ouchani, S., Qaisar, S. M., & Almaktoom, A. T. (2024, January). Supply Chain 5.0: Vision, Challenges, and Perspectives. In 2024 21st Learning and Technology Conference (L&T). 203-208. IEEE. https://doi.org/10.1109/LT60077.2024.10469476
  • Büyükkıdık, S. (2022). A Bibliometric Analysis: A tutorial for the bibliometrix package in R using IRT literature. Journal of Measurement and Evaluation in Education and Psychology, 13(3), 164-193. https://doi.org/10.21031/epod.1069307
  • Chowdhury, T., Bhowmik, K., Naidu, A. S., & Khan, S. A. (2022, December). Challenges in the Transition from Supply Chain 4.0 to Supply Chain 5.0. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). 0837-0842. IEEE. https://doi.org/10.1109/IEEM55944.2022.9989591
  • Covaci, F. L. (2023). Enabling the smart supply chain ecosystems: A multi-parameter decentralized model for Supply Chain 5.0. Journal of Computational Science, 71, 102040. https://doi.org/10.1016/j.jocs.2023.102040
  • Derviş, H. (2019). Bibliometric analysis using bibliometrix an R package. Journal of scientometric research, 8(3), 156-160. https://doi.org/10.5530/jscires.8.3.32
  • Destouet, C., Tlahig, H., Bettayeb, B., & Mazari, B. (2023). Flexible job shop scheduling problem under Industry 5.0: A survey on human reintegration, environmental consideration and resilience improvement. Journal of Manufacturing Systems, 67, 155-173. https://doi.org/10.1016/j.jmsy.2023.01.004
  • Dwivedi, A., Agrawal, D., Jha, A., & Mathiyazhagan, K. (2023). Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development. Computers & Industrial Engineering, 176, 108927. https://doi.org/10.1016/j.cie.2022.108927
  • Fornasiero, R., & Zangiacomi, A. (2021, August). Reshaping the supply chain for society 5.0. In IFIP International Conference on Advances in Production Management Systems. 663-670. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-85906-0_72
  • Frederico, G. F. (2021). From supply chain 4.0 to supply chain 5.0: Findings from a systematic literature review and research directions. Logistics, 5(3), 49. https://doi.org/10.3390/logistics5030049
  • Gaviria-Marin, M., Merigó, J. M., & Baier-Fuentes, H. (2019). Knowledge management: A global examination based on bibliometric analysis. Technological Forecasting and Social Change, 140, 194-220. https://doi.org/10.1016/j.techfore.2018.07.006
  • Hsu, C. H., Wu, J. Z., Zhang, T. Y., & Chen, J. Y. (2024). Deploying Industry 5.0 drivers to enhance sustainable supply chain risk resilience. International Journal of Sustainable Engineering, 17(1), 1-28. https://doi.org/10.1080/19397038.2024.2327381
  • Jamil, M. A., Mustofa, R., Hossain, N. U. I., Rahman, S. A., & Chowdhury, S. (2024). A Theoretical Framework for Exploring the Industry 5.0 and Sustainable Supply Chain Determinants. Supply Chain Analytics, 100060. https://doi.org/10.1016/j.sca.2024.100060
  • Karmaker, C. L., Bari, A. M., Anam, M. Z., Ahmed, T., Ali, S. M., de Jesus Pacheco, D. A., & Moktadir, M. A. (2023). Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy. International Journal of Production Economics, 258, 108806. https://doi.org/10.1016/j.ijpe.2023.108806
  • Kumar, S., & Singh, V. (2025). Decoding Supply Chain 5.0 Adoption by Grey Influence Analysis: What Barriers and Enablers Lie Within?. Business Strategy and the Environment. https://doi.org/10.1002/bse.4209
  • Lazzaris, J., Carvalho, A. M., & Carvalho, M. S. (2022, December). Supply Chain Quality Management and Industry 5.0-A Literature Review and Analysis. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). 0285-0289. IEEE. https://doi.org/10.1109/IEEM55944.2022.9989770
  • Leng, J., Sha, W., Wang, B., Zheng, P., Zhuang, C., Liu, Q., Wuest, T., Mourtzis D., & Wang, L. (2022). Industry 5.0: Prospect and retrospect. Journal of Manufacturing Systems, 65, 279-295. https://doi.org/10.1016/j.jmsy.2022.09.017
  • Modgil, S., Singh, R. K., & Agrawal, S. (2023). Developing human capabilities for supply chains: an industry 5.0 perspective. Annals of Operations Research, 1-31. https://doi.org/10.1007/s10479-023-05245-1
  • Oliveira-Dias, D., Maqueira-Marín, J. M., & Moyano-Fuentes, J. (2022). The link between information and digital technologies of industry 4.0 and agile supply chain: Mapping current research and establishing new research avenues. Computers & Industrial Engineering, 167, 108000. https://doi.org/10.1016/j.cie.2022.108000
  • Rehman, A., & Umar, T. (2025). Literature review: Industry 5.0. Leveraging technologies for environmental, social and governance advancement in corporate settings. Corporate Governance: The International Journal of Business in Society, 25(2), 229-251. https://doi.org/10.1108/CG-11-2023-0502
  • Smith, G., (2021). Picking Solutions for Industry 5.0: ASCM Insights https://www.ascm.org/ascm-insights/picking-solutions-for-industry-5.0/ Access Date: 04.07.2024
  • Varriale, V., Cammarano, A., Michelino, F., & Caputo, M. (2023). Industry 5.0 and triple bottom line approach in supply chain management: the state-of-the-art. Sustainability, 15(7), 5712. https://doi.org/10.3390/su15075712
  • Villar, A., Paladini, S., & Buckley, O. (2023, July). Towards supply chain 5.0: redesigning supply chains as resilient, sustainable, and human-centric systems in a post-pandemic world. In Operations Research Forum 4, 60. Cham: Springer International Publishing. https://doi.org/10.1007/s43069-023-00234-3
  • Xu, X., Lu, Y., Vogel-Heuser, B., & Wang, L. (2021). Industry 4.0 and Industry 5.0—Inception, conception and perception. Journal of manufacturing systems, 61, 530-535. https://doi.org/10.1016/j.jmsy.2021.10.006
  • Yuan, C., Liu, W., Zhou, G., Shi, X., Long, S., Chen, Z., & Yan, X. (2022). Supply chain innovation announcements and shareholder value under industries 4.0 and 5.0: evidence from China. Industrial Management & Data Systems, 122(8), 1909-1937. https://doi.org/10.1108/IMDS-12-2021-0802
Toplam 30 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular İşletme
Bölüm Makaleler
Yazarlar

Yeşim Deniz Özkan Özen 0000-0003-4520-6590

Erken Görünüm Tarihi 25 Nisan 2025
Yayımlanma Tarihi 30 Nisan 2025
Gönderilme Tarihi 24 Ekim 2024
Kabul Tarihi 12 Mart 2025
Yayımlandığı Sayı Yıl 2025 Sayı: 70

Kaynak Göster

APA Özkan Özen, Y. D. (2025). A study on supply chain 5.0 research: A visual analysis by bibliometrix R-tool. Erciyes Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi(70), 177-183. https://doi.org/10.18070/erciyesiibd.1573101
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