Impact of industry 4.0 on supply chain management
Keywords:
Industry 4.0, Internet of things, IoT, Big data analysis, Digital supply chain, Digitalization, Performance improvementAbstract
This study aims to analyze the impact of Industry 4.0 implementation on the supply chain and develop an implementation framework that considers the potential drivers and obstacles of the Industry 4.0 paradigm. A literature search examined the main drivers and barriers to implementing Industry 4.0 in four business areas: strategy, organization, technology, law, and ethics. A system dynamics model will be developed to understand the impact of the implementation of Industry 4.0 on supply chain parameters, and the identified drivers and barriers to technological change will be included. In addition to the empirical basis of this connection, a proposal was a theoretical framework for utilizing Industry 4.0 within the supply chain. The opportunities and new challenges for future supply chains were expected in Industry 4.0. This study analyzed various challenges in implementation and process and proposed a framework for effectively adapting and transferring the model of Industry 4.0 towards supply chains. The research aims to understand the challenges of integrating Industry 4.0 into their networks because it aims to examine the advantages of supply chain management. The implementation impact of Industry 4.0 on the supply chain performance can be analyzed using simulation analysis, and the driving causes and obstacles of this technological transition can be investigated. This connection is provided on an empirical basis. It is proposed that a new industrial conceptual framework be developed. Incorporate Industry 4.0 into your supply chain.
References
Almada-Lobo, F. (2016). The Industry 4.0 revolution and the future of Manufacturing Execution Systems (MES). Journal of Innovation Management, 3(4), 16–21. https://doi.org/10.24840/2183-0606_003.004_0003
Amirah, N. A., Him, N. K, Rashid, A., Rasheed, R., Zaliha, T. N., & Afthahnoon, A. (2024). Fostering a Safety Culture in Manufacturing Industry through Safety Behavior: A Structural Equation Modelling Approach. Journal of Safety and Sustainability, In press. https://doi.org/10.1016/j.jsasus.2024.03.001
Arnold, C., Kiel, D., & Voigt, K.-I. (2016). How the Industrial Internet of Things changes business models in different manufacturing industries. International Journal of Innovation Management, 20(08), 1640015. https://doi.org/10.1142/s1363919616400156
Baloch, N. & Rashid, A. (2022). Supply chain networks, complexity, and optimization in developing economies: a systematic literature review and meta-analysis. South Asian Journal of Operations and Logistics, 1(1), 1-13. https://doi.org/10.57044/SAJOL.2022.1.1.2202
Barreto, L., Amaral, A., & Pereira, T. (2017). Industry 4.0 implications in logistics: an overview. Procedia Manufacturing, 13, 1245–1252. https://doi.org/10.1016/j.promfg.2017.09.045
Bedekar, A. (2017). Opportunities & challenges for IoT in India. Retrieved from http://www.startupcity.com/leaders-talk/-opportunities-challengesfor-iot-in-india-nid-3444.html
Beier, G., Niehoff, S., & Xue, B. (2018). More sustainability in industry through industrial internet of things? Applied Sciences (Basel, Switzerland), 8(2), 219. https://doi.org/10.3390/app8020219
Da Costa, M. B., Dos Santos, L. M. A. L., Schaefer, J. L., Baierle, I. C., & Nara, E. O. B. (2019). Industry 4.0 technologies basic network identification. Scientometrics, 121(2), 977–994. https://doi.org/10.1007/s11192-019-03216-7
Dalenogare, L. S., Benitez, G. B., Ayala, N. F., & Frank, A. G. (2018). The expected contribution of Industry 4.0 technologies for industrial performance. International Journal of Production Economics, 204, 383–394. https://doi.org/10.1016/j.ijpe.2018.08.019
De Barros, A. P., Ishikiriyama, C. S., Peres, R. C., & Gomes, C. F. S. (2015). Processes and benefits of the application of information technology in supply chain management: an analysis of the literature. Procedia Computer Science, 55, 698–705. https://doi.org/10.1016/j.procs.2015.07.077
Frank, A. G., Dalenogare, L. S., & Ayala, N. F. (2019). Industry 4.0 technologies: Implementation patterns in manufacturing companies. International Journal of Production Economics, 210, 15–26. https://doi.org/10.1016/j.ijpe.2019.01.004
Ghadge, A., Er Kara, M., Moradlou, H., & Goswami, M. (2020). The impact of Industry 4.0 implementation on supply chains. Journal of Manufacturing Technology Management, 31(4), 669–686. https://doi.org/10.1108/jmtm-10-2019-0368
Ghobakhloo, M. (2018). The future of manufacturing industry: a strategic roadmap toward Industry 4.0. Journal of Manufacturing Technology Management, 29(6), 910–936. https://doi.org/10.1108/jmtm-02-2018-0057
Ghobakhloo, M. (2020). Industry 4.0, digitization, and opportunities for sustainability. Journal of Cleaner Production, 252(119869), 119869. https://doi.org/10.1016/j.jclepro.2019.119869
Ghobakhloo, M., & Fathi, M. (2019). Corporate survival in Industry 4.0 era: the enabling role of lean-digitized manufacturing. Journal of Manufacturing Technology Management, 31(1), 1–30. https://doi.org/10.1108/jmtm-11-2018-0417
Gunasekaran, A., Subramanian, N., & Tiwari, M. K. (2016). Information technology governance in Internet of Things supply chain networks. Industrial Management & Data Systems, 116(7). https://doi.org/10.1108/IMDS-06-2016-0244
Haddud, A., DeSouza, A., Khare, A., & Lee, H. (2017). Examining potential benefits and challenges associated with the Internet of Things integration in supply chains. Journal of Manufacturing Technology Management, 28(8), 1055–1085. https://doi.org/10.1108/jmtm-05-2017-0094
Hashmi, A. (2022). Factors affecting the supply chain resilience and supply chain performance. South Asian Journal of Operations and Logistics, 1(2), 65-85. https://doi.org/10.57044/SAJOL.2022.1.2.2212
Hashmi, A. R., & Mohd, A. T. (2020). The effect of disruptive factors on inventory control as a mediator and organizational performance in health department of Punjab, Pakistan. International Journal of Sustainable Development & World Policy, 9(2), 122-134. https://doi.org/10.18488/journal.26.2020.92.122.134
Hashmi, A. R., Amirah, N. A., & Yusof, Y. (2020a). Mediating effect of integrated systems on the relationship between supply chain management practices and public healthcare performance: Structural Equation Modeling. International Journal of Management and Sustainability, 9(3), 148-160. https://doi.org/10.18488/journal.11.2020.93.148.160
Hashmi, A. R., Amirah, N. A., & Yusof, Y. (2021b). Organizational performance with disruptive factors and inventory control as a mediator in public healthcare of Punjab, Pakistan. Management Science Letters, 11(1), 77-86. https://doi.org/10.5267/j.msl.2020.8.028
Hashmi, A. R., Amirah, N. A., Yusof, Y., & Zaliha, T. N. (2020b). Exploring the dimensions using exploratory factor analysis of disruptive factors and inventory control. The Economics and Finance Letters, 7(2), 247-254. https://doi.org/10.18488/journal.29.2020.72.247.254
Hashmi, A. R., Amirah, N. A., Yusof, Y., & Zaliha, T. N. (2021a). Mediation of inventory control practices in proficiency and organizational performance: State-funded hospital perspective. Uncertain Supply Chain Management, 9(1), 89-98. https://doi.org/10.5267/j.uscm.2020.11.006
Hashmi, R. (2023). Business Performance Through Government Policies, Green Purchasing, and Reverse Logistics: Business Performance and Green Supply Chain Practices. South Asian Journal of Operations and Logistics, 2(1), 1–10. https://doi.org/10.57044/SAJOL.2023.2.1.2301
Hofmann, E., & Rüsch, M. (2017). Industry 4.0 and the current status as well as future prospects on logistics. Computers in Industry, 89, 23–34. https://doi.org/10.1016/j.compind.2017.04.002
Kamble, S. S., Gunasekaran, A., & Sharma, R. (2018). Analysis of the driving and dependence power of barriers to adopt industry 4.0 in Indian manufacturing industry. Computers in Industry, 101, 107–119. https://doi.org/10.1016/j.compind.2018.06.004
Khan, S. K., Rashid. A., Benhamed, A., Rasheed, R., & Huma, Z. (2023b). Effect of leadership styles on employee performance by considering psychological capital as mediator: evidence from airlines industry in emerging economy. World Journal of Entrepreneurship, Management and Sustainable Development, 18(6), 799-818. https://doi.org/10.47556/J.WJEMSD.18.6.2022.7
Khan, S., Rashid, A., Rasheed, R., & Amirah, N. A. (2023a). Designing a knowledge-based system (KBS) to study consumer purchase intention: the impact of digital influencers in Pakistan. Kybernetes, 52(5), 1720-1744. https://doi.org/10.1108/K-06-2021-0497
Kiel, D., Müller, J. M., Arnold, C., & Voigt, K.-I. (2017). Sustainable industrial value creation: Benefits and challenges of industry 4.0. International Journal of Innovation Management, 21(08), 1740015. https://doi.org/10.1142/s1363919617400151
Longo, F., Nicoletti, L., & Padovano, A. (2017). Smart operators in industry 4.0: A human-centered approach to enhance operators’ capabilities and competencies within the new smart factory context. Computers & Industrial Engineering, 113, 144–159. https://doi.org/10.1016/j.cie.2017.09.016
Lu, Y. (2017). Industry 4.0: A survey on technologies, applications and open research issues. Journal of Industrial Information Integration, 6, 1–10. https://doi.org/10.1016/j.jii.2017.04.005
Luthra, S., & Mangla, S. K. (2018a). Evaluating challenges to Industry 4.0 initiatives for supply chain sustainability in emerging economies. Process Safety and Environmental Protection : Transactions of the Institution of Chemical Engineers, Part B, 117, 168–179. https://doi.org/10.1016/j.psep.2018.04.018
Luthra, S., & Mangla, S. K. (2018b). When strategies matter: Adoption of sustainable supply chain management practices in an emerging economy’s context. Resources, Conservation, and Recycling, 138, 194–206. https://doi.org/10.1016/j.resconrec.2018.07.005
Manavalan, E., & Jayakrishna, K. (2019). A review of Internet of Things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Computers & Industrial Engineering, 127, 925–953. https://doi.org/10.1016/j.cie.2018.11.030
Nara, E. O. B., da Costa, M. B., Baierle, I. C., Schaefer, J. L., Benitez, G. B., do Santos, L. M. A. L., & Benitez, L. B. (2021). Expected impact of industry 4.0 technologies on sustainable development: A study in the context of Brazil’s plastic industry. Sustainable Production and Consumption, 25, 102–122. https://doi.org/10.1016/j.spc.2020.07.018
Nascimento, D. L. M., Alencastro, V., Quelhas, O. L. G., Caiado, R. G. G., Garza-Reyes, J. A., Rocha-Lona, L., & Tortorella, G. (2019). Exploring Industry 4.0 technologies to enable circular economy practices in a manufacturing context: A business model proposal. Journal of Manufacturing Technology Management, 30(3), 607-627. https://doi.org/10.1108/JMTM-03-2018-0071
Nicoletti, B. (2018). The Future: Procurement 4.0. In Agile Procurement (pp. 189–230). Springer International Publishing.
Oztemel, E., & Gursev, S. (2020). Literature review of Industry 4.0 and related technologies. Journal of Intelligent Manufacturing, 31(1), 127–182. https://doi.org/10.1007/s10845-018-1433-8
Pereira, A. C., & Romero, F. (2017). A review of the meanings and the implications of the Industry 4.0 concept. Procedia Manufacturing, 13, 1206–1214. https://doi.org/10.1016/j.promfg.2017.09.032
Rasheed, R., & Rashid, R. (2023). Role of service quality factors in word of mouth through student satisfaction. Kybernetes, In press. http://dx.doi.org/10.1108/k-01-2023-0119
Rasheed, R., Rashid, A., & Ngah, A. H. (2024). Role of Leadership Styles to Foster Innovative Capabilities and Green Purchasing. Journal of Global Operations and Strategic Sourcing, In press. https://doi.org/10.1108/JGOSS-05-2023-0047
Rasheed, R., Rashid, A., Amirah, N. A., & Afthanorhan, A. (2023). Quantifying the moderating effect of servant leadership between occupational stress and employee in-role and extra-role performance. Calitatea, 24(195), 60-68. https://doi.org/10.47750/QAS/24.195.08
Rashid, A. & Rasheed, R. (2022). A Paradigm for Measuring Sustainable Performance Through Big Data Analytics–Artificial Intelligence in Manufacturing Firms. Available at SSRN 4087758. https://doi.org/10.2139/ssrn.4087758
Rashid, A. (2016). Impact of inventory management in downstream chains on customer satisfaction at manufacturing firms. International Journal of Management, IT and Engineering, 6(6), 1-19.
Rashid, A., & Rasheed, R. (2023). Mediation of Inventory Management in the Relationship between Knowledge and Firm Performance. SAGE Open, 13(2), 1-11. https://doi.org/10.1177/21582440231164593
Rashid, A., & Rasheed, R. (2024). Logistics Service Quality and Product Satisfaction in E-Commerce. SAGE Open, 14(1), 1-12. https://doi.org/10.1177/21582440231224250
Rashid, A., Ali, S. B., Rasheed, R., Amirah, N. A. & Ngah, A. H. (2022a). A paradigm of blockchain and supply chain performance: a mediated model using structural equation modeling. Kybernetes, 52(12), 6163-6178. https://doi.org/10.1108/K-04-2022-0543
Rashid, A., Amirah, N. A., & Yusof, Y. (2019). Statistical approach in exploring factors of documentation process and hospital performance: a preliminary study. American Journal of Innovative Research and Applied Sciences, 9(4), 306-310.
Rashid, A., Amirah, N. A., Yusof, Y., & Mohd, A. T. (2020). Analysis of demographic factors on perceptions of inventory managers towards healthcare performance. The Economics and Finance Letters, 7(2), 289-294. https://doi.org/10.18488/journal.29.2020.72.289.294
Rashid, A., Baloch, N., Rasheed, R., & Ngah, A. H. (2024a). Big Data Analytics-Artificial Intelligence and Sustainable Performance through Green Supply Chain Practices in Manufacturing Firms of a Developing Country. Journal of Science and Technology Policy Management, In press, https://doi.org/10.1108/JSTPM-04-2023-0050
Rashid, A., Rasheed, R., & Amirah, N. A. (2023). Information technology and people involvement in organizational performance through supply chain collaboration. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1108/JSTPM-12-2022-0217
Rashid, A., Rasheed, R., & Amirah, N. A., & Afthanorhan, A. (2022b). Disruptive factors and customer satisfaction at chain stores in Karachi, Pakistan. Journal of Distribution Science, 20(10), 93-103. https://doi.org/10.15722/jds.20.10.202210.93
Rashid, A., Rasheed, R., & Ngah, A. H. (2024d). Achieving Sustainability through Multifaceted Green Functions in Manufacturing. Journal of Global Operations and Strategic Sourcing, 17(2), 402-428. https://doi.org/10.1108/JGOSS-06-2023-0054
Rashid, A., Rasheed, R., Amirah, N. A., Yusof, Y., Khan, S., & Agha, A., A. (2021). A Quantitative Perspective of Systematic Research: Easy and Step-by-Step Initial Guidelines. Turkish Online Journal of Qualitative Inquiry, 12(9), 2874-2883. https://www.tojqi.net/index.php/journal/article/view/6159/4387
Rashid, A., Rasheed, R., Ngah, A. H., Pradeepa Jayaratne, M. D. R., Rahi, S. & Tunio, M. N. (2024c). Role of Information Processing and Digital Supply Chain in Supply Chain Resilience through Supply Chain Risk Management. Journal of Global Operations and Strategic Sourcing, 17(2), 429-447. https://doi.org/10.1108/JGOSS-12-2023-0106
Rashid, A., Rasheed, R., Rahi, S., & Amirah, N. A. (2024e). Disruptive Factors of Vendor-Managed Inventory in the Manufacturing Industry. Supply Chain Forum: An International Journal, In press. https://doi.org/10.1080/16258312.2024.2330913
Rashid, A., Rasheed, R., Tanveer, U., Ishaq, S., & Amirah, N. A. (2024b). Mediation of Integrations in Supply Chain Information Management and Supply Chain Performance: An Empirical Study from a Developing Economy. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1108/JSTPM-08-2023-0143
Stock, T., Obenaus, M., Kunz, S., & Kohl, H. (2018). Industry 4.0 as enabler for a sustainable development: A qualitative assessment of its ecological and social potential. Process Safety and Environmental Protection : Transactions of the Institution of Chemical Engineers, Part B, 118, 254–267. https://doi.org/10.1016/j.psep.2018.06.026
Strange, R., & Zucchella, A. (2017). Industry 4.0, global value chains and international business. Multinational Business Review, 25(3), 174–184. https://doi.org/10.1108/mbr-05-2017-0028
Sutawijaya, A. H., & Nawangsari, L. C. (2020). What is the impact of industry 4.0 to green supply chain. Journal of Environmental Treatment Techniques, 8(1), 207–213.
Theorin, A., Bengtsson, K., Provost, J., Lieder, M., Johnsson, C., Lundholm, T., & Lennartson, B. (2017). An event-driven manufacturing information system architecture for Industry 4.0. International Journal of Production Research, 55(5), 1297–1311. https://doi.org/10.1080/00207543.2016.1201604
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
Wamba, S. F., Gunasekaran, A., Akter, S., Ren, S. J.-F., Dubey, R., & Childe, S. J. (2017). Big data analytics and firm performance: Effects of dynamic capabilities. Journal of Business Research, 70, 356–365. https://doi.org/10.1016/j.jbusres.2016.08.009
Wang, S., Wan, J., Li, D., & Zhang, C. (2016). Implementing smart factory of industrie 4.0: An outlook. International Journal of Distributed Sensor Networks, 12(1), 3159805. https://doi.org/10.1155/2016/3159805
Wu, L., Yue, X., Jin, A., & Yen, D. C. (2016). Smart supply chain management: a review and implications for future research. International Journal of Logistics Management, 27(2), 395–417. https://doi.org/10.1108/ijlm-02-2014-0035
Xu, L. D., Xu, E. L., & Li, L. (2018). Industry 4.0: state of the art and future trends. International Journal of Production Research, 56(8), 2941–2962. https://doi.org/10.1080/00207543.2018.1444806
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