مدلسازی و تحلیل سناریوی چالشهای بهکارگیری اینترنت اشیاء در زنجیره تأمین کسبوکارهای ایران
محورهای موضوعی : مديريت تکنولوژي
هاجر محمدی
1
,
اسماعیل مزروعی نصرابادی
2
*
,
زهرا صادقی آرانی
3
1 - مدیریت کسبوکار، دانشکده علوم مالی، مدیریت و کارآفرینی، دانشگاه کاشان، کاشان، ایران.
2 - استادیار، گروه مدیریت کسب و کار، دانشکده علوم مالی، مدیریت و کارآفرینی، دانشگاه کاشان، کاشان، ایران
3 - دانشگاه کاشان
کلید واژه: اینترنت اشیاء, چالشهای حکمرانی, چالشهای مدیریت زنجیره تأمین, چالشهای مدیریت مالی, چالشهای آموزش عمومی.,
چکیده مقاله :
با تشدید رقابت جهانی، کسبوکارها ملزم به توجه به دو موضوع تکنولوژیهای نوین مانند اینترنت اشیاء و همچنین همکاری با شرکای زنجیره تأمین خود شدهاند. برای بهکارگیری اینترنت اشیاء در زنجیره تأمین، چالشهای متعددی وجود دارد که لازم است مورد بررسی قرار بگیرد. این موضوع در تحقیقات قبلی بررسی نشده است و این تحقیق با مشارکت در شناسایی این چالشها، مدلسازی و تحلیل سناریوی آنها به دنبال پوشش خلأ تحقیقاتی موجود است. این تحقیق در دو فاز کیفی و کمی انجام شده است. فاز کیفی به منظور شناسایی چالشها انجام شد. در این فاز، جامعه آماری تحقیق خبرگان زنجیره تأمین کسبوکارهای داخل کشور، شیوه نمونهگیری قضاوتی و گلوله برفی و حجم نمونه بر اساس اشباع نظری تعیین گردید. دادهها از طریق مصاحبههای نیمه ساختاریافته شناسایی شد و با تحلیل تماتیک تجزیهوتحلیل گردید. در فاز دوم تحقیق، جامعه آماری و شیوه نمونهگیری مانند مرحله قبل است. حجم نمونه در مرحله دوم برابر با 12، ابزار گرداوری دادهها پرسشنامه محقق ساخته و شیوه تحلیل آنها، نگاشت شناختی فازی است. نتایج فاز اول تحقیق بیانگر 97 کد اولیه، 24 دسته فرعی و 11 دسته اصلی است. نتایج مدلسازی و تحلیل سناریوی های روبهجلو و روبه عقب بیانگر اهمیت ویژه چالشهای «مدیریت زنجیره تأمین»، «مدیریت مالی»، « آموزش عمومی» و «حکمرانی» است. تقویت توسعه دانش بنیان، ایجاد استانداردهای بومی در زمینه اینترنت اشیاء، افزایش یارانههای توسعه صنعتی مبنی بر فناوریهای نوین و تکنیکهای رمزگذاری قوی نمونهای از اقدامات مفید برای غلبه بر چالشها است.
With the intensification of global competition, businesses are required to pay attention to two issues of new technologies such as the Internet of Things and cooperation with their supply chain partners. In order to apply the Internet of Things in the supply chain, there are several challenges that need to be addressed. This issue has not been investigated in previous researches, so the purpose of the current research is to identify challenges, model and analyze their scenarios. This research was conducted in two phases. The qualitative phase was conducted to identify the challenges. In this phase, the statistical population is Iranian business supply chain experts, judgmental and snowball sampling methods used, and the sample size were determined based on theoretical saturation. Data were identified through semi-structured interviews and analyzed with thematic analysis. In the second phase of the research, the statistical population and the sampling method are the same as the previous phase. The sample size in the second stage is equal to 12 persons, the data collection tool is a researcher-made questionnaire, and the method of their analysis is fuzzy cognitive mapping. The results of the first phase of the research show 97 primary codes, 24 sub-categories and 11 main categories. In the second phase of the research, it was found that the challenges of "public education" and "governance" are independent. The results of modeling and analysis of forward and backward scenarios show the special importance of the challenges of "supply chain management", "financial management", "public education" and "governance".
[1] Patel, K., & Mehta, M. An Outlook Architecture: Protocols and Challenges in IoT and Future Trends. International Journal of Software Innovation (IJSI), 11(1), 1-20, 2023.
[2] Shinde, M. S. G., & Malani, M. P. S. Review Paper on Internet on Things (IoT) and its Applications. International Research Journal of Humanities and Interdisciplinary Studies (IRJHIS), 95-104, 2023.
[3] Kirmani, S., Mazid, A., Khan, I. A., & Abid, M. A Survey on IoT-Enabled Smart Grids: Technologies, Architectures, Applications, and Challenges. Sustainability, 15(1), 717, 2023.
[4] Kumar, M., Tiwari, S., & Kaur, S. Blockchain-IoT Layered Architecture, Current Trends, Challenges, and Applications. In 2023 7th International Conference on Trends in Electronics and Informatics (ICOEI) 688-694, 2023.
[5] Khayyat, M. M. Improved bacterial foraging optimization with deep learning based anomaly detection in smart cities. Alexandria Engineering Journal, 75, 407-417, 2023.
[6] Chawla, D., & Mehra, P. S. A Survey on Quantum Computing for Internet of Things Security. Procedia Computer Science, 218, 2191-2200, 2023.
[7] Mourelatos, Christos. Internet of Things Data Monetization. master thesis of Science (MSc) in Data Science, Thessaloniki, Greece, 2023.
[8] de Lima Lira, G., dos Reis, F. B., & de Mello, A. M. The impacts of Industry 4.0 enabling technologies on operational strategy. Future Studies Research Journal: Trends and Strategies, 15(1), e0756-e0756, 2023.
[9] Liu, L., Song, W., & Liu, Y. Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies. Computers & Industrial Engineering, 178, 109113, 2023b.
[10] Kumar, R. M., & Sangtani, R. Digital Innovation and Transformation. Journal of Artificial Intelligence, Machine Learning and Neural Network (JAIMLNN), 3(01), 25-38, 2023.
[11] Liu, H., Han, S., & Zhu, Z. Blockchain Technology toward Smart Construction: Review and Future Directions. Journal of Construction Engineering and Management, 149(3), 03123002, 2023a.
[12] Dash, A., Pant, P., Sarmah, S. P., & Tiwari, M. K. The impact of IoT on manufacturing firm performance: the moderating role of firm-level IoT commitment and expertise. International Journal of Production Research, 1-26, 2023.
[13] Bedhief, I., Kassar, M., & Aguili, T. Empowering SDN-Docker Based Architecture for Internet of Things Heterogeneity. Journal of Network and Systems Management, 31(1), 14, 2023.
[14] Darbandeh, F. G., & Safkhani, M. SAPWSN: A secure authentication protocol for wireless sensor networks. Computer Networks, 220, 109469, 2023.
[15] Mohammadzadeh, A. K., Ghafoori, S., Mohammadian, A., Mohammadkazemi, R., Mahbanooei, B., & Ghasemi, R. A Fuzzy Analytic Network Process (FANP) approach for prioritizing internet of things challenges in Iran. Technology in Society, 53, 124-134, 2018.
[16] Dadkhah, M., Mehraeen, M., Rahimnia, F., & Kimiafar, K. Exploring the experts’ perceptions of barriers to using internet of things for chronic disease management in Iran. Journal of Science and Technology Policy Management, 14(2), 440-458, 2023.
[17] Nozari, H., sadeghi, M., Ghahremaninahr, J., & Najafi, S E. Quantitative Analysis of Implementation Challenges of IoT-Based Digital Supply Chain (Supply Chain 0/4), Standard and Quality Management Journal , 11(3), 63-94, 2022 (in Persian).
[18] Rejeb, A., Rejeb, K., Zailani, S., Treiblmaier, H., & Hand, K. J. Integrating the Internet of Things in the halal food supply chain: A systematic literature review and research agenda. Internet of Things, 13, 100361, 2021.
[19] Mircea, M., Stoica, M., & Ghilic-Micu, B. Investigating the impact of the internet of things in higher education environment. IEEE Access, 9, 33396-33409, 2021.
[20] Ahmetoglu, S., Che Cob, Z., & Ali, N. A. A Systematic Review of Internet of Things Adoption in Organizations: Taxonomy, Benefits, Challenges and Critical Factors. Applied Sciences, 12(9), 4117, 2022.
[21] Eryarsoy, E., Kilic, H. S., Zaim, S., & Doszhanova, M. Assessing IoT challenges in supply chain: A comparative study before and during-COVID-19 using interval valued neutrosophic analytical hierarchy process. Journal of Business Research, 147, 108-123, 2022.
[22] Ben-Daya, M., Hassini, E., & Bahroun, Z. Internet of things and supply chain management: a literature review. International journal of production research, 57(15-16), 4719-4742, 2019.
[23] Sinha, A., Bernardes, E., Calderon, R., & Wuest, T. Digital supply networks. McGraw Hill-Ascent Audio, 2021.
[24] Birkel, H. S., & Hartmann, E. Internet of Things–the future of managing supply chain risks. Supply Chain Management: An International Journal, 25(5), 535-548, 2020.
[25] Da Xu, L., He, W., & Li, S. Internet of things in industries: A survey. IEEE Transactions on industrial informatics, 10(4), 2233-2243, 2014.
[26] Süren, E., Heiding, F., Olegård, J., & Lagerström, R. PatrIoT: practical and agile threat research for IoT. International Journal of Information Security, 22(1), 213-233, 2023.
[27] Qureshi, A. S. Challenges of Managing IoT Networks and Prospective Measures. In Achieving Full Realization and Mitigating the Challenges of the Internet of Things, IGI Global, 54-83, 2022.
[28] Janabi, S. M. A., & Kurnaz, S. A new localization mechanism in IoT using grasshopper optimization algorithm and DVHOP algorithm. Wireless Networks, 1-21, 2023.
[29] Knebel, F. P., Trevisan, R., do Nascimento, G. S., Abel, M., & Wickboldt, J. A. A study on cloud and edge computing for the implementation of digital twins in the oil & gas industries. Computers & Industrial Engineering, 109363, 2023.
[30] Yang, K., Duan, T., Feng, J., & Mishra, A. R. Internet of things challenges of sustainable supply chain management in the manufacturing sector using an integrated q-Rung Orthopair Fuzzy-CRITIC-VIKOR method. Journal of Enterprise Information Management, 35(4/5), 1011-1039, 2022.
[31] Pishdar, M., Ghasemzadeh, F., Antucheviciene, J., & Saparauskas, J. Internet of things and its challenges in supply chain management: a rough strength-relation analysis method. E & M EKONOMIE A MANAGEMENT, 21(2), 208-222, 2018.
[32] Fallahi, A., faraji, A., & gharibi, A. Analysis of Key Barriers to the Use of the Internet of Things in Iranian Smart Cities (Structural Analysis Method). Business Intelligence Management Studies, 10(38), 137-171, 2021 (in Persian).
[33] RahseparFard, K., & Molaei, R. investigating Challenges on the Internet of things by Using Interpretive Structural Modeling. Sciences and Techniques of Information Management, 4(4), 63-82, 2019 (in Persian).
[34] Ding, Y., Jin, M., Li, S., & Feng, D. Smart logistics based on the internet of things technology: an overview. International Journal of Logistics Research and Applications, 24(4), 323-345, 2021.
[35] Gamil, Y., Abdullah, M. A., Abd Rahman, I., & Asad, M. M. Internet of things in construction industry revolution 4.0: Recent trends and challenges in the Malaysian context. Journal of Engineering, Design and Technology, 18(5), 1091-1102, 2020.
[36] Birkel, H. S., & Hartmann, E. Impact of IoT challenges and risks for SCM. Supply Chain Management: An International Journal, 24(1), 39-61. DOI 10.1108/SCM-03-2018-0142, 2019.
[37] Kamble, S. S., Gunasekaran, A., Parekh, H., & Joshi, S. Modeling the internet of things adoption barriers in food retail supply chains. Journal of Retailing and Consumer Services, 48, 154-168, 2019.
[38] Haddud, A., DeSouza, A., Khare, A., & Lee, H. Examining potential benefits and challenges associated with the Internet of Things integration in supply chains. Journal of Manufacturing Technology Management, 28(8), 1055-1085, 2017.
[39] Lincoln, Y. S., & Guba, E. G. Naturalistic inquiry. Sage, 1985.
[40] Braun, V., & Clarke, V. Using thematic analysis in psychology. Qualitative research in psychology, 3(2), 77-101, 2006.
[41] Rodriguez-Repiso, L., Setchi, R., & Salmeron, J. L. Modelling IT projects success with fuzzy cognitive maps. Expert systems with applications, 32(2), 543-559, 2007.
[42] Ranganathan, C., Teo, T. S., & Dhaliwal, J. Web-enabled supply chain management: Key antecedents and performance impacts. International Journal of Information Management, 31(6), 533-545, 2011.
[43] Davarzani, H., Zanjirani Farahani, R., & Rahmandad, H. Understanding econo-political risks: impact of sanctions on an automotive supply chain. International Journal of Operations & Production Management, 35(11), 1567-1591, 2015.