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ENDÜSTRİ 4.0’IN TEDARİK ZİNCİRİNE ETKİLERİNİN DEMATEL TEKNİĞİ İLE DEĞERLENDİRİLMESİ

Yıl 2024, Cilt: 3 Sayı: 1, 17 - 30, 30.04.2024

Öz

Giderek dijitalleşen dünyada ağırlaşan rekabet koşullarıyla birlikte tedarik zincirlerinin de dijitalleşmesi kaçınılmaz olmakta ve endüstri 4.0’dan büyük oranda etkilenmektedir. Tedarik zincirleri örgütsel, yapısal ve teknolojik açıdan büyük değişimlere uğramaktadır. Tedarik zinciri süreçleri her geçen gün daha çok dijital ortama taşınmaktadır. Endüstri 4.0’ın etkisiyle tedarik zincirinde dijital dönüşüm ve akıllı sistemler, süreçleri daha şeffaf ve verimli hale getirerek koordinasyon ve uyumu kolaylaştırmaktadır. Bu çalışma, endüstri 4.0’ı tedarik zinciri açısından ele alarak dijital dönüşümle tedarik zincirinde sağlanan iyileştirmelerin belirlenmesi ve bunlar arasındaki ilişki yoğunluğunun incelenmesi amaçlanmıştır. Değerlendirme yöntemi olarak çok kriterli karar verme yöntemlerinden olan DEMATEL tekniği kullanılmıştır. Değerlendirme kriterleri olarak 10 adet faktör belirlenmiştir. Bu faktörlerin analizi neticesinde diğerlerini en fazla etkileyen faktörler işbirliği ve bilgi yönetimi iken en fazla etkilenen maliyet ve tam zamanında üretimdir. Bununla birlikte diğer kriterler ile en yüksek ilişkiye sahip faktörler ise şeffaflık ve iletişimdir

Kaynakça

  • Agrawal, P., & Narain, R. (2018, December). Digital supply chain management: An Overview. In IOP Conference Series: Materials Science and Engineering, 455(1), IOP Publishing.
  • Arenkov, I., Tsenzharik, M., & Vetrova, M. (2019, September). Digital technologies in supply chain management. In International Conference on Digital Technologies in Logistics and Infrastructure (ICDTLI 2019), 448-453. Atlantis Press.
  • Attaran, M. (2020, July). Digital technology enablers and their implications for supply chain management. In Supply Chain Forum: An International Journal, 21(3), 158-172. Taylor & Francis. https://doi.org/10.1080/16258312.2020.1751568
  • Baihaqi, I., & Sohal, A. S. (2013). The impact of information sharing in supply chains on organisational performance: an empirical study. Production Planning & Control, 24(8-9), 743-758. https://doi.org/10.1080/09537287.2012.666865
  • Bonilla, S. H., Silva, H. R., Terra da Silva, M., Franco Gonçalves, R., & Sacomano, J. B. (2018). Industry 4.0 and sustainability implications: A scenario-based analysis of the impacts and challenges. Sustainability, 10(10), 3740. https://doi.org/10.3390/su10103740
  • Bourlakis, M. A., & Weightman, P. W. (Eds.). (2008). Food supply chain management. John Wiley & Sons.
  • Brousell, D. R., Moad, J. R., & Tate, P. (2014). The next industrial revolution: how the internet of things and embedded, connected, intelligent devices will transform manufacturing. Frost & Sullivan, A Manufacturing Leadership White Paper.
  • Büyüközkan, G., & Göçer, F. (2018). Digital Supply Chain: Literature review and a proposed framework for future research. Computers in Industry, 97, 157-177. https://doi.org/10.1016/j.compind.2018.02.010
  • Caiado, R. G. G., Scavarda, L. F., Azevedo, B. D., de Mattos Nascimento, D. L., & Quelhas, O. L. G. (2022). Challenges and benefits of sustainable industry 4.0 for operations and supply chain management—A framework headed toward the 2030 agenda. Sustainability, 14(2), 830. https://doi.org/10.3390/su14020830
  • Chase, C. (2019). How the Digital Economy is Impacting the Supply Chain. Journal of Business Forecasting, 38(2).
  • Chen, L., & Holsapple, C. (2012). E-business adoption research: Analysis and structure.
  • Chen, J. K., & Chen, I. S. (2010). Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, and TOPSIS as an innovation support system for Taiwanese higher education. Expert Systems with Applications, 37(3), 1981-1990. https://doi.org/10.1016/j.eswa.2009.06.079
  • Chung, C. (2015). Industry 4.0: Smart factories need smart supply chains. Longitudes.
  • Erdal, M., Görçün, Ö. F., Görçün, Ö., & Saygılı, M. S. (2008). Entegre lojistik yönetimi. Beta yayınları, 578-595.
  • Fatorachian, H., & Kazemi, H. (2021). Impact of Industry 4.0 on supply chain performance. Production Planning & Control, 32(1), 63-81. https://doi.org/10.1080/09537287.2020.1712487
  • Geisberger, E., & Broy, M. (Eds.). (2012). AgendaCPS: Integrierte Forschungsagenda Cyber-Physical Systems (Vol. 1). Springer-Verlag. DOI: 10.1007/978-3-642-29099-2
  • Gilmore, J. H., & Pine, B. J. (1997). Beyond goods and services. Strategy and Leadership, 25, 10-21. https://doi.org/10.1108/eb054585
  • Govindan, K., Mangla, S. K., & Luthra, S. (2017). Prioritising indicators in improving supply chain performance using fuzzy AHP: insights from the case example of four Indian manufacturing companies. Production Planning & Control, 28(6-8), 552-573. https://doi.org/10.1080/09537287.2017.1309716
  • Gök, A. C., & Perçin, S. (2016). Elektronik alışveriş (e-alışveriş) sitelerinin e-hizmet kalitesi açısından değerlendirilmesinde DEMATEL-AAS-VIKOR Yaklaşımı. Anadolu Üniversitesi Sosyal Bilimler Dergisi, 16(2), 131-144. https://doi.org/10.18037/ausbd.389223
  • Hahn, G. J. (2020). Industry 4.0: a supply chain innovation perspective. International Journal of Production Research, 58(5), 1425-1441.
  • Ivanov, D., Dolgui, A., & Sokolov, B. (2019). The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics. International Journal of Production Research, 57(3), 829-846.
  • Janvier-James, A. M. (2012). A new introduction to supply chains and supply chain management: Definitions and theories perspective. International Business Research, 5(1), 194-207. doi:10.5539/ibr.v5n1p194
  • Kache, F., & Seuring, S. (2017). Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management. International journal of operations & production management. 37(1), 10-36. https://doi.org/10.1108/IJOPM-02-2015-0078
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative Industrie 4.0: Final report of the Industrie 4.0 Working Group. Forschungsunion: Berlin, Germany.
  • Kagermann, H. (2015). Change through digitization-Value creation in the age of Industry 4.0. In Management of permanent change, 23-45. Springer Gabler, Wiesbaden.
  • Kayikci, Y., Subramanian, N., Dora, M., & Bhatia, M. S. (2022). Food supply chain in the era of Industry 4.0: Blockchain technology implementation opportunities and impediments from the perspective of people, process, performance, and technology. Production planning & control, 33(2-3), 301-321.
  • Koh, L., Orzes, G., & Jia, F. J. (2019). The fourth industrial revolution (Industry 4.0): technologies disruption on operations and supply chain management. International Journal of Operations & Production Management, 39(6/7/8), 817-828.
  • Kotler, P. (1997). Marketing Management, 9th ed. Englewood Cliffs, NJ: Prentice-Hall.
  • Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65-83. https://doi.org/10.1016/S0019-8501(99)00113-3
  • Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014). Industrie 4.0. Business & Information Systems Engineering; Berkeley, 6.
  • Liao, Y., Deschamps, F., Loures, E. D. F. R., & Ramos, L. F. P. (2017). Past, present and future of Industry 4.0-a systematic literature review and research agenda proposal. International journal of production research, 55(12), 3609-3629. https://doi.org/10.1080/00207543.2017.1308576
  • Li, F., Nucciarelli, A., Roden, S., & Graham, G. (2016). How smart cities transform operations models: a new research agenda for operations management in the digital economy. Production Planning & Control, 27(6), 514-528. https://doi.org/10.1080/09537287.2016.1147096
  • MacCarthy, B. L., Blome, C., Olhager, J., Srai, J. S., & Zhao, X. (2016). Supply chain evolution-theory, concepts and science. International Journal of Operations & Production Management. 36(12), 1696-1718. https://doi.org/10.1108/IJOPM-02-2016-0080
  • Mangan, J., & Lalwani, C. (2016). Global logistics and supply chain management. John Wiley & Sons. McKinsey Digital (2015). Industry 4.0: How to Navigate Digitization of the Manufacturing Sector. McKinsey & Company.
  • Min, S., & Mentzer, J.T. (2000). The Role of Marketing in Supply Chain Management. International Journal of Physical Distribution & Logistics Management, 30(9), 765-87. https://doi.org/10.1108/09600030010351462
  • Min, S., Zacharia, Z. G., & Smith, C. D. (2019). Defining supply chain management: in the past, present, and future. Journal of Business Logistics, 40(1), 44-55. https://doi.org/10.1111/jbl.12201
  • Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital Innovation Management: Reinventing innovation management research in a digital world. MIS quarterly, 41(1).
  • Nelissen, M., & Schip, R. (2014). Industry 4.0: The time to start is now! Supply Chain Transformation.
  • Nowicka, K. (2018). Trust in digital supply chain management. Logistics and Transport, 39, 59-64.
  • Oberg, C., & Graham, G. (2016). How smart cities will change supply chain management: a technical viewpoint. Production Planning & Control, 27(6), 529-538. https://doi.org/10.1080/09537287.2016.1147095
  • Pfohl, H. C., Yahsi, B., & Kurnaz, T. (2015). The impact of Industry 4.0 on the supply chain. In Innovations and Strategies for Logistics and Supply Chains: Technologies, Business Models and Risk Management. Proceedings of the Hamburg International Conference of Logistics (HICL), 20, 31-58. Berlin: epubli GmbH.
  • Rad, F. F., Oghazi, P., Palmié, M., Chirumalla, K., Pashkevich, N., Patel, P. C., & Sattari, S. (2022). Industry 4.0 and supply chain performance: A systematic literature review of the benefits, challenges, and critical success factors of 11 core technologies. Industrial Marketing Management, 105, 268-293. https://doi.org/10.1016/j.indmarman.2022.06.009
  • Sanders, N. R. (2007). An empirical study of the impact of e-business technologies on organizational collaboration and performance. Journal Of Operations Management, 25(6), 1332-1347. https://doi.org/10.1016/j.jom.2007.01.008
  • Shrivastava, P., Ivanaj, S., & Ivanaj, V. (2016). Strategic technological innovation for sustainable development. International Journal of Technology Management, 70(1), 76-107.
  • Srinivasan, R., & Swink, M. (2015). Leveraging supply chain integration through planning comprehensiveness: An organizational information processing theory perspective. Decision Sciences, 46(5), 823-861. https://doi.org/10.1111/deci.12166
  • Tachizawa, E. M., Alvarez-Gil, M. J., & Montes-Sancho, M. J. (2015). How “smart cities” will change supply chain management. Supply Chain Management: An International Journal, 20(3), 237-248. https://doi.org/10.1108/SCM-03-2014-0108
  • Tjahjono, B., Esplugues, C., Ares, E., & Pelaez, G. (2017). What does industry 4.0 mean to supply chain? Procedia manufacturing, 13, 1175-1182. https://doi.org/10.1016/j.promfg.2017.09.191
  • Uygun, Ö., Kaçamak, H., & Kahraman, Ü. A. (2015). An integrated DEMATEL and Fuzzy ANP techniques for evaluation and selection of outsourcing provider for a telecommunication company. Computers & Industrial Engineering, 86, 137-146. https://doi.org/10.1016/j.cie.2014.09.014
  • Varma, D. T., & Khan, D. A. (2014). Information technology in supply chain management. Journal of Supply Chain Management Systems, 3(3).
  • Yadav, V. S., Singh, A. R., Raut, R. D., Mangla, S. K., Luthra, S., & Kumar, A. (2022). Exploring the application of Industry 4.0 technologies in the agricultural food supply chain: A systematic literature review. Computers & Industrial Engineering, 108304. https://doi.org/10.1016/j.cie.2022.108304
  • Yıldız, A., Karakoyun, F., & Parlak, İ. E. (2018). Endüstri 4.0 Temelli Dijital Tedarik Zinciri. Mühendislik Alanında Akademik Araştırmalar, 416-426.
  • Yin, Y., Stecke, K. E., & Li, D. (2018). The evolution of production systems from Industry 2.0 through Industry 4.0. International Journal of Production Research, 56(1-2), 848-861. https://doi.org/10.1080/00207543.2017.1403664
  • Waller, M. A., & Fawcett, S. E. (2013). Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management. Journal of Business Logistics, 34(2), 77-84. https://doi.org/10.1111/jbl.12010
  • Wu, W. W. & Lee, Y. T., (2007). Developing Global Managers’ Competencies Using The Fuzzy DEMATEL Method. Expert Systems With Applications, 32(2): 499-507. https://doi.org/10.1016/j.eswa.2005.12.005
  • Zhang, W., & Deng, Y. (2019). Combining conflicting evidence using the DEMATEL method. Soft computing, 23(17), 8207-8216. https://doi.org/10.1007/s00500-018-3455-8
  • Zhou, X., Hu, Y., Deng, Y., Chan, F. T., & Ishizaka, A. (2018). A DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP. Annals of Operations Research, 271(2), 1045-1066. https://doi.org/10.1007/s10479-01

EVALUATION OF THE EFFECTS OF INDUSTRY 4.0 ON THE SUPPLY CHAIN WITH DEMATEL TECHNIQUE

Yıl 2024, Cilt: 3 Sayı: 1, 17 - 30, 30.04.2024

Öz

In the increasingly digitalized world, with the increasing competition conditions, the digitalization of supply chains is inevitable and the industry is greatly affected by 4.0. Supply chains are undergoing major organizational, structural and technological changes. Supply chain processes are moving more and more to the digital environment every day. With the influence of Industry 4.0, digital transformation and smart systems in the supply chain make processes more transparent and efficient, facilitating coordination and compliance. In this study, it is aimed to determine the improvements made in the supply chain with digital transformation by considering industry 4.0 in terms of supply chain and to examine the intensity of the relationship between them. DEMATEL technique, which is one of the multi-criteria decision making methods, was used as an evaluation method. 10 factors were determined as evaluation criteria. As a result of the analysis of these factors, the factors that affect the others the most are cooperation and knowledge management, while the most affected cost and just-in-time production. However, the factors with the highest correlation with other criteria are transparency and communication.

Kaynakça

  • Agrawal, P., & Narain, R. (2018, December). Digital supply chain management: An Overview. In IOP Conference Series: Materials Science and Engineering, 455(1), IOP Publishing.
  • Arenkov, I., Tsenzharik, M., & Vetrova, M. (2019, September). Digital technologies in supply chain management. In International Conference on Digital Technologies in Logistics and Infrastructure (ICDTLI 2019), 448-453. Atlantis Press.
  • Attaran, M. (2020, July). Digital technology enablers and their implications for supply chain management. In Supply Chain Forum: An International Journal, 21(3), 158-172. Taylor & Francis. https://doi.org/10.1080/16258312.2020.1751568
  • Baihaqi, I., & Sohal, A. S. (2013). The impact of information sharing in supply chains on organisational performance: an empirical study. Production Planning & Control, 24(8-9), 743-758. https://doi.org/10.1080/09537287.2012.666865
  • Bonilla, S. H., Silva, H. R., Terra da Silva, M., Franco Gonçalves, R., & Sacomano, J. B. (2018). Industry 4.0 and sustainability implications: A scenario-based analysis of the impacts and challenges. Sustainability, 10(10), 3740. https://doi.org/10.3390/su10103740
  • Bourlakis, M. A., & Weightman, P. W. (Eds.). (2008). Food supply chain management. John Wiley & Sons.
  • Brousell, D. R., Moad, J. R., & Tate, P. (2014). The next industrial revolution: how the internet of things and embedded, connected, intelligent devices will transform manufacturing. Frost & Sullivan, A Manufacturing Leadership White Paper.
  • Büyüközkan, G., & Göçer, F. (2018). Digital Supply Chain: Literature review and a proposed framework for future research. Computers in Industry, 97, 157-177. https://doi.org/10.1016/j.compind.2018.02.010
  • Caiado, R. G. G., Scavarda, L. F., Azevedo, B. D., de Mattos Nascimento, D. L., & Quelhas, O. L. G. (2022). Challenges and benefits of sustainable industry 4.0 for operations and supply chain management—A framework headed toward the 2030 agenda. Sustainability, 14(2), 830. https://doi.org/10.3390/su14020830
  • Chase, C. (2019). How the Digital Economy is Impacting the Supply Chain. Journal of Business Forecasting, 38(2).
  • Chen, L., & Holsapple, C. (2012). E-business adoption research: Analysis and structure.
  • Chen, J. K., & Chen, I. S. (2010). Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, and TOPSIS as an innovation support system for Taiwanese higher education. Expert Systems with Applications, 37(3), 1981-1990. https://doi.org/10.1016/j.eswa.2009.06.079
  • Chung, C. (2015). Industry 4.0: Smart factories need smart supply chains. Longitudes.
  • Erdal, M., Görçün, Ö. F., Görçün, Ö., & Saygılı, M. S. (2008). Entegre lojistik yönetimi. Beta yayınları, 578-595.
  • Fatorachian, H., & Kazemi, H. (2021). Impact of Industry 4.0 on supply chain performance. Production Planning & Control, 32(1), 63-81. https://doi.org/10.1080/09537287.2020.1712487
  • Geisberger, E., & Broy, M. (Eds.). (2012). AgendaCPS: Integrierte Forschungsagenda Cyber-Physical Systems (Vol. 1). Springer-Verlag. DOI: 10.1007/978-3-642-29099-2
  • Gilmore, J. H., & Pine, B. J. (1997). Beyond goods and services. Strategy and Leadership, 25, 10-21. https://doi.org/10.1108/eb054585
  • Govindan, K., Mangla, S. K., & Luthra, S. (2017). Prioritising indicators in improving supply chain performance using fuzzy AHP: insights from the case example of four Indian manufacturing companies. Production Planning & Control, 28(6-8), 552-573. https://doi.org/10.1080/09537287.2017.1309716
  • Gök, A. C., & Perçin, S. (2016). Elektronik alışveriş (e-alışveriş) sitelerinin e-hizmet kalitesi açısından değerlendirilmesinde DEMATEL-AAS-VIKOR Yaklaşımı. Anadolu Üniversitesi Sosyal Bilimler Dergisi, 16(2), 131-144. https://doi.org/10.18037/ausbd.389223
  • Hahn, G. J. (2020). Industry 4.0: a supply chain innovation perspective. International Journal of Production Research, 58(5), 1425-1441.
  • Ivanov, D., Dolgui, A., & Sokolov, B. (2019). The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics. International Journal of Production Research, 57(3), 829-846.
  • Janvier-James, A. M. (2012). A new introduction to supply chains and supply chain management: Definitions and theories perspective. International Business Research, 5(1), 194-207. doi:10.5539/ibr.v5n1p194
  • Kache, F., & Seuring, S. (2017). Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management. International journal of operations & production management. 37(1), 10-36. https://doi.org/10.1108/IJOPM-02-2015-0078
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative Industrie 4.0: Final report of the Industrie 4.0 Working Group. Forschungsunion: Berlin, Germany.
  • Kagermann, H. (2015). Change through digitization-Value creation in the age of Industry 4.0. In Management of permanent change, 23-45. Springer Gabler, Wiesbaden.
  • Kayikci, Y., Subramanian, N., Dora, M., & Bhatia, M. S. (2022). Food supply chain in the era of Industry 4.0: Blockchain technology implementation opportunities and impediments from the perspective of people, process, performance, and technology. Production planning & control, 33(2-3), 301-321.
  • Koh, L., Orzes, G., & Jia, F. J. (2019). The fourth industrial revolution (Industry 4.0): technologies disruption on operations and supply chain management. International Journal of Operations & Production Management, 39(6/7/8), 817-828.
  • Kotler, P. (1997). Marketing Management, 9th ed. Englewood Cliffs, NJ: Prentice-Hall.
  • Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65-83. https://doi.org/10.1016/S0019-8501(99)00113-3
  • Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014). Industrie 4.0. Business & Information Systems Engineering; Berkeley, 6.
  • Liao, Y., Deschamps, F., Loures, E. D. F. R., & Ramos, L. F. P. (2017). Past, present and future of Industry 4.0-a systematic literature review and research agenda proposal. International journal of production research, 55(12), 3609-3629. https://doi.org/10.1080/00207543.2017.1308576
  • Li, F., Nucciarelli, A., Roden, S., & Graham, G. (2016). How smart cities transform operations models: a new research agenda for operations management in the digital economy. Production Planning & Control, 27(6), 514-528. https://doi.org/10.1080/09537287.2016.1147096
  • MacCarthy, B. L., Blome, C., Olhager, J., Srai, J. S., & Zhao, X. (2016). Supply chain evolution-theory, concepts and science. International Journal of Operations & Production Management. 36(12), 1696-1718. https://doi.org/10.1108/IJOPM-02-2016-0080
  • Mangan, J., & Lalwani, C. (2016). Global logistics and supply chain management. John Wiley & Sons. McKinsey Digital (2015). Industry 4.0: How to Navigate Digitization of the Manufacturing Sector. McKinsey & Company.
  • Min, S., & Mentzer, J.T. (2000). The Role of Marketing in Supply Chain Management. International Journal of Physical Distribution & Logistics Management, 30(9), 765-87. https://doi.org/10.1108/09600030010351462
  • Min, S., Zacharia, Z. G., & Smith, C. D. (2019). Defining supply chain management: in the past, present, and future. Journal of Business Logistics, 40(1), 44-55. https://doi.org/10.1111/jbl.12201
  • Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital Innovation Management: Reinventing innovation management research in a digital world. MIS quarterly, 41(1).
  • Nelissen, M., & Schip, R. (2014). Industry 4.0: The time to start is now! Supply Chain Transformation.
  • Nowicka, K. (2018). Trust in digital supply chain management. Logistics and Transport, 39, 59-64.
  • Oberg, C., & Graham, G. (2016). How smart cities will change supply chain management: a technical viewpoint. Production Planning & Control, 27(6), 529-538. https://doi.org/10.1080/09537287.2016.1147095
  • Pfohl, H. C., Yahsi, B., & Kurnaz, T. (2015). The impact of Industry 4.0 on the supply chain. In Innovations and Strategies for Logistics and Supply Chains: Technologies, Business Models and Risk Management. Proceedings of the Hamburg International Conference of Logistics (HICL), 20, 31-58. Berlin: epubli GmbH.
  • Rad, F. F., Oghazi, P., Palmié, M., Chirumalla, K., Pashkevich, N., Patel, P. C., & Sattari, S. (2022). Industry 4.0 and supply chain performance: A systematic literature review of the benefits, challenges, and critical success factors of 11 core technologies. Industrial Marketing Management, 105, 268-293. https://doi.org/10.1016/j.indmarman.2022.06.009
  • Sanders, N. R. (2007). An empirical study of the impact of e-business technologies on organizational collaboration and performance. Journal Of Operations Management, 25(6), 1332-1347. https://doi.org/10.1016/j.jom.2007.01.008
  • Shrivastava, P., Ivanaj, S., & Ivanaj, V. (2016). Strategic technological innovation for sustainable development. International Journal of Technology Management, 70(1), 76-107.
  • Srinivasan, R., & Swink, M. (2015). Leveraging supply chain integration through planning comprehensiveness: An organizational information processing theory perspective. Decision Sciences, 46(5), 823-861. https://doi.org/10.1111/deci.12166
  • Tachizawa, E. M., Alvarez-Gil, M. J., & Montes-Sancho, M. J. (2015). How “smart cities” will change supply chain management. Supply Chain Management: An International Journal, 20(3), 237-248. https://doi.org/10.1108/SCM-03-2014-0108
  • Tjahjono, B., Esplugues, C., Ares, E., & Pelaez, G. (2017). What does industry 4.0 mean to supply chain? Procedia manufacturing, 13, 1175-1182. https://doi.org/10.1016/j.promfg.2017.09.191
  • Uygun, Ö., Kaçamak, H., & Kahraman, Ü. A. (2015). An integrated DEMATEL and Fuzzy ANP techniques for evaluation and selection of outsourcing provider for a telecommunication company. Computers & Industrial Engineering, 86, 137-146. https://doi.org/10.1016/j.cie.2014.09.014
  • Varma, D. T., & Khan, D. A. (2014). Information technology in supply chain management. Journal of Supply Chain Management Systems, 3(3).
  • Yadav, V. S., Singh, A. R., Raut, R. D., Mangla, S. K., Luthra, S., & Kumar, A. (2022). Exploring the application of Industry 4.0 technologies in the agricultural food supply chain: A systematic literature review. Computers & Industrial Engineering, 108304. https://doi.org/10.1016/j.cie.2022.108304
  • Yıldız, A., Karakoyun, F., & Parlak, İ. E. (2018). Endüstri 4.0 Temelli Dijital Tedarik Zinciri. Mühendislik Alanında Akademik Araştırmalar, 416-426.
  • Yin, Y., Stecke, K. E., & Li, D. (2018). The evolution of production systems from Industry 2.0 through Industry 4.0. International Journal of Production Research, 56(1-2), 848-861. https://doi.org/10.1080/00207543.2017.1403664
  • Waller, M. A., & Fawcett, S. E. (2013). Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management. Journal of Business Logistics, 34(2), 77-84. https://doi.org/10.1111/jbl.12010
  • Wu, W. W. & Lee, Y. T., (2007). Developing Global Managers’ Competencies Using The Fuzzy DEMATEL Method. Expert Systems With Applications, 32(2): 499-507. https://doi.org/10.1016/j.eswa.2005.12.005
  • Zhang, W., & Deng, Y. (2019). Combining conflicting evidence using the DEMATEL method. Soft computing, 23(17), 8207-8216. https://doi.org/10.1007/s00500-018-3455-8
  • Zhou, X., Hu, Y., Deng, Y., Chan, F. T., & Ishizaka, A. (2018). A DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP. Annals of Operations Research, 271(2), 1045-1066. https://doi.org/10.1007/s10479-01
Toplam 56 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular İşletme
Bölüm Araştırma Makaleleri
Yazarlar

Mehri Banu Erdem

Ayşe Yılmaz 0000-0002-0606-1117

Yayımlanma Tarihi 30 Nisan 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 3 Sayı: 1

Kaynak Göster

APA Erdem, M. B., & Yılmaz, A. (2024). ENDÜSTRİ 4.0’IN TEDARİK ZİNCİRİNE ETKİLERİNİN DEMATEL TEKNİĞİ İLE DEĞERLENDİRİLMESİ. Uluslararası Stratejik Boyut Dergisi, 3(1), 17-30.