How to cite this paper
Attiany, M., Al-kharabsheh, S., Al-Makhariz, l., Abed-Qader, M., Al-Hawary, S., Mohammad, A & Rahamneh, A. (2023). Barriers to adopt industry 4.0 in supply chains using interpretive structural modeling.Uncertain Supply Chain Management, 11(1), 299-306.
Refrences
Ada, N., Kazancoglu, Y., Sezer, M. D., Ede-Senturk, C., Ozer, I., & Ram, M. (2021). Analyzing barriers of circular food supply chains and proposing industry 4.0 solutions. Sustainability, 13(12), 6812.
Ahmad, N., & Qahmash, A. (2021). SmartISM: Implementation and assessment of Interpretive Structural Modeling. Sustainability, 13(16), 8801. https://doi.org/10.3390/su13168801.
Al-Abbadi, L., Bader, D., Mohammad, A., Al-Quran, A., Aldaihani, F., Al-Hawary, S., & Alathamneh, F. (2022). The effect of online consumer reviews on purchasing intention through product mental image. International Journal of Data and Network Science, 6(4), 1519-1530.
Al-Alwan, M., Al-Nawafah, S., Al-Shorman, H., Khrisat, F., Alathamneh, F., & Al-Hawary, S. (2022). The effect of big data on decision quality: Evidence from telecommunication industry. International Journal of Data and Network Science, 6(3), 693-702.
Al-khawaldah, R., Al-zoubi, W., Alshaer, S., Almarshad, M., ALShalabi, F., Altahrawi, M., & Al-hawary, S. (2022). Green supply chain management and competitive advantage: The mediating role of organizational ambidexterity. Uncertain Supply Chain Management, 10(3), 961-972.
Al-Nawafah, S., Al-Shorman, H., Aityassine, F., Khrisat, F., Hunitie, M., Mohammad, A., & Al-Hawary, S. (2022). The effect of supply chain management through social media on competitiveness of the private hospitals in Jordan. Uncertain Supply Chain Management, 10(3), 737-746.
Alolayyan, M., Al-Rwaidan, R., Hamadneh, S., Ahmad, A., AlHamad, A., Al-Hawary, S., & Alshurideh, M. (2022b). The mediating role of operational Flexibility on the relationship between quality of health information technology and management capability. Uncertain Supply Chain Management, 10(4), 1131-1140.
Alshawabkeh, R., AL-Awamleh, H., Alkhawaldeh, M., Kanaan, R., Al-Hawary, S., Mohammad, A., & Alkhawalda, R. (2022). The mediating role of supply chain management on the relationship between big data and supply chain performance using SCOR model. Uncertain Supply Chain Management, 10(3), 729-736.
AL-Zyadat, A., Alsaraireh, J., Al-Husban, D., Al-Shorman, H., Mohammad, A., Alathamneh, F., & Al-Hawary, S. (2022). The effect of industry 4.0 on sustainability of industrial organizations in Jordan. International Journal of Data and Network Science, 6(4), 1437-1446.
Chauhan, C., Singh, A., & Luthra, S. (2021). Barriers to industry 4.0 adoption and its performance implications: An empirical investigation of emerging economy. Journal of Cleaner Production, 285, 124809.
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.
Desingh, V. (2022). Internet of Things adoption barriers in the Indian healthcare supply chain: An ISM‐fuzzy MICMAC approach. The International Journal of Health Planning and Management, 37(1), 318-351.
Ertz, M., Sun, S., Boily, E., Kubiat, P., & Quenum, G. G. Y. (2022). How transitioning to Industry 4.0 promotes circular product lifetimes. Industrial Marketing Management, 101, 125-140.
Etemadi, N., Van Gelder, P., & Strozzi, F. (2021). An ism modeling of barriers for blockchain/distributed ledger technology adoption in supply chains towards cybersecurity. Sustainability, 13(9), 4672.
Fernando, Y., Wahyuni-TD, I. S., Gui, A., Ikhsan, R. B., Mergeresa, F., & Ganesan, Y. (2022). A mixed-method study on the barriers of industry 4.0 adoption in the Indonesian SMEs manufacturing supply chains. Journal of Science and Technology Policy Management.
Ghadge, A., Kara, M. E., Moradlou, H., & Goswami, M. (2020). The impact of Industry 4.0 implementation on supply chains. Journal of Manufacturing Technology Management, 31(4), 669-686.
Godinho F. M., Monteiro, L., de Oliveira Mota, R., dos Santos Leite Gonella, J., & de Souza Campos, L. M. (2022). The Relationship between Circular Economy, Industry 4.0 and Supply Chain Performance: A Combined ISM/Fuzzy MICMAC Approach. Sustainability, 14(5), 2772.
Goel, P., Kumar, R., Banga, H. K., Kaur, S., Kumar, R., Pimenov, D. Y., & Giasin, K. (2022). Deployment of Interpretive Structural Modeling in Barriers to Industry 4.0: A Case of Small and Medium Enterprises. Journal of Risk and Financial Management, 15(4), 171.
Gupta, A. K., & Goyal, H. (2021). Framework for implementing big data analytics in Indian manufacturing: ISM-MICMAC and Fuzzy-AHP approach. Information Technology and Management, 22(3), 207-229.
Halse, L. L., & Jæger, B. (2019). Operationalizing industry 4.0: Understanding barriers of industry 4.0 and circular economy. In Proceedings of the Advances in Production Management Systems: Towards Smart Production Management System, Berlin, Germany, 1–9 September 2019; pp. 135–142.
Hughes, L., Dwivedi, Y. K., Rana, N. P., Williams, M. D., & Raghavan, V. (2022). Perspectives on the future of manufacturing within the Industry 4.0 era. Production Planning & Control, 33(2-3), 138-158.
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.
Karadayi-Usta, S. (2019). An interpretive structural analysis for industry 4.0 adoption challenges. IEEE Transactions on Engineering Management, 67(3), 973-978.
Khalayleh, M., & Al-Hawary, S. (2022). The impact of digital content of marketing mix on marketing performance: An experimental study at five-star hotels in Jordan. International Journal of Data and Network Science, 6(4), 1023-1032.
Kumar, P., Bhamu, J., & Sangwan, K. S. (2021). Analysis of barriers to Industry 4.0 adoption in manufacturing organizations: An ISM approach. Procedia CIRP, 98, 85-90.
Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6(4), 239-242.
Machado, E., Scavarda, L. F., Caiado, R. G. G., & Thomé, A. M. T. (2021). Barriers and enablers for the integration of industry 4.0 and sustainability in supply chains of MSMEs. Sustainability, 13(21), 11664.
Mohammad, A., Aldmour, R., & Al-Hawary, S. (2022). Drivers of online food delivery orientation. International Journal of Data and Network Science, 6(4), 1619-1624.
Ozkan-Ozen, Y. D., Kazancoglu, Y., & Mangla, S. K. (2020). Synchronized barriers for circular supply chains in industry 3.5/industry 4.0 transition for sustainable resource management. Resources, Conservation and Recycling, 161, 104986.
Raj, A., Dwivedi, G., Sharma, A., de Sousa Jabbour, A. B. L., & Rajak, S. (2020). Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective. International Journal of Production Economics, 224, 107546.
Sarkar, B. D., & Shankar, R. (2021). Understanding the barriers of port logistics for effective operation in the Industry 4.0 era: Data-driven decision making. International Journal of Information Management Data Insights, 1(2), 100031.
Shang, C., Saeidi, P., & Goh, C. F. (2022). Evaluation of circular supply chains barriers in the era of Industry 4.0 transition using an extended decision-making approach. Journal of Enterprise Information Management, 35(4/5), 1100-1128.
Sharma, M., Kamble, S., Mani, V., Sehrawat, R., Belhadi, A., & Sharma, V. (2021). Industry 4.0 adoption for sustainability in multi-tier manufacturing supply chain in emerging economies. Journal of cleaner production, 281, 125013.
Sony, M., & Naik, S. (2019). Key ingredients for evaluating Industry 4.0 readiness for organizations: A literature review. Benchmarking: An International Journal. http://doi:10.1108/BIJ-09-2018-0284.
Tariq, E., Alshurideh, M., Akour, I., & Al-Hawary, S. (2022). The effect of digital marketing capabilities on organizational ambidexterity of the information technology sector. International Journal of Data and Network Science, 6(2), 401-408.
Verma, P., Kumar, V., Daim, T., Sharma, N. K. and Mittal, A. (2022). Identifying and prioritizing impediments of industry 4.0 to sustainable digital manufacturing: A mixed method approach. Journal of Cleaner Production, 356, 131639.
Vigneshvaran, R., & Vinodh, S. (2020). Development of a structural model based on ISM for analysis of barriers to integration of lean with industry 4.0. The TQM Journal, 33(6), 1201-1221. DOI 10.1108/TQM-07-2020-0151.
Ahmad, N., & Qahmash, A. (2021). SmartISM: Implementation and assessment of Interpretive Structural Modeling. Sustainability, 13(16), 8801. https://doi.org/10.3390/su13168801.
Al-Abbadi, L., Bader, D., Mohammad, A., Al-Quran, A., Aldaihani, F., Al-Hawary, S., & Alathamneh, F. (2022). The effect of online consumer reviews on purchasing intention through product mental image. International Journal of Data and Network Science, 6(4), 1519-1530.
Al-Alwan, M., Al-Nawafah, S., Al-Shorman, H., Khrisat, F., Alathamneh, F., & Al-Hawary, S. (2022). The effect of big data on decision quality: Evidence from telecommunication industry. International Journal of Data and Network Science, 6(3), 693-702.
Al-khawaldah, R., Al-zoubi, W., Alshaer, S., Almarshad, M., ALShalabi, F., Altahrawi, M., & Al-hawary, S. (2022). Green supply chain management and competitive advantage: The mediating role of organizational ambidexterity. Uncertain Supply Chain Management, 10(3), 961-972.
Al-Nawafah, S., Al-Shorman, H., Aityassine, F., Khrisat, F., Hunitie, M., Mohammad, A., & Al-Hawary, S. (2022). The effect of supply chain management through social media on competitiveness of the private hospitals in Jordan. Uncertain Supply Chain Management, 10(3), 737-746.
Alolayyan, M., Al-Rwaidan, R., Hamadneh, S., Ahmad, A., AlHamad, A., Al-Hawary, S., & Alshurideh, M. (2022b). The mediating role of operational Flexibility on the relationship between quality of health information technology and management capability. Uncertain Supply Chain Management, 10(4), 1131-1140.
Alshawabkeh, R., AL-Awamleh, H., Alkhawaldeh, M., Kanaan, R., Al-Hawary, S., Mohammad, A., & Alkhawalda, R. (2022). The mediating role of supply chain management on the relationship between big data and supply chain performance using SCOR model. Uncertain Supply Chain Management, 10(3), 729-736.
AL-Zyadat, A., Alsaraireh, J., Al-Husban, D., Al-Shorman, H., Mohammad, A., Alathamneh, F., & Al-Hawary, S. (2022). The effect of industry 4.0 on sustainability of industrial organizations in Jordan. International Journal of Data and Network Science, 6(4), 1437-1446.
Chauhan, C., Singh, A., & Luthra, S. (2021). Barriers to industry 4.0 adoption and its performance implications: An empirical investigation of emerging economy. Journal of Cleaner Production, 285, 124809.
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.
Desingh, V. (2022). Internet of Things adoption barriers in the Indian healthcare supply chain: An ISM‐fuzzy MICMAC approach. The International Journal of Health Planning and Management, 37(1), 318-351.
Ertz, M., Sun, S., Boily, E., Kubiat, P., & Quenum, G. G. Y. (2022). How transitioning to Industry 4.0 promotes circular product lifetimes. Industrial Marketing Management, 101, 125-140.
Etemadi, N., Van Gelder, P., & Strozzi, F. (2021). An ism modeling of barriers for blockchain/distributed ledger technology adoption in supply chains towards cybersecurity. Sustainability, 13(9), 4672.
Fernando, Y., Wahyuni-TD, I. S., Gui, A., Ikhsan, R. B., Mergeresa, F., & Ganesan, Y. (2022). A mixed-method study on the barriers of industry 4.0 adoption in the Indonesian SMEs manufacturing supply chains. Journal of Science and Technology Policy Management.
Ghadge, A., Kara, M. E., Moradlou, H., & Goswami, M. (2020). The impact of Industry 4.0 implementation on supply chains. Journal of Manufacturing Technology Management, 31(4), 669-686.
Godinho F. M., Monteiro, L., de Oliveira Mota, R., dos Santos Leite Gonella, J., & de Souza Campos, L. M. (2022). The Relationship between Circular Economy, Industry 4.0 and Supply Chain Performance: A Combined ISM/Fuzzy MICMAC Approach. Sustainability, 14(5), 2772.
Goel, P., Kumar, R., Banga, H. K., Kaur, S., Kumar, R., Pimenov, D. Y., & Giasin, K. (2022). Deployment of Interpretive Structural Modeling in Barriers to Industry 4.0: A Case of Small and Medium Enterprises. Journal of Risk and Financial Management, 15(4), 171.
Gupta, A. K., & Goyal, H. (2021). Framework for implementing big data analytics in Indian manufacturing: ISM-MICMAC and Fuzzy-AHP approach. Information Technology and Management, 22(3), 207-229.
Halse, L. L., & Jæger, B. (2019). Operationalizing industry 4.0: Understanding barriers of industry 4.0 and circular economy. In Proceedings of the Advances in Production Management Systems: Towards Smart Production Management System, Berlin, Germany, 1–9 September 2019; pp. 135–142.
Hughes, L., Dwivedi, Y. K., Rana, N. P., Williams, M. D., & Raghavan, V. (2022). Perspectives on the future of manufacturing within the Industry 4.0 era. Production Planning & Control, 33(2-3), 138-158.
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.
Karadayi-Usta, S. (2019). An interpretive structural analysis for industry 4.0 adoption challenges. IEEE Transactions on Engineering Management, 67(3), 973-978.
Khalayleh, M., & Al-Hawary, S. (2022). The impact of digital content of marketing mix on marketing performance: An experimental study at five-star hotels in Jordan. International Journal of Data and Network Science, 6(4), 1023-1032.
Kumar, P., Bhamu, J., & Sangwan, K. S. (2021). Analysis of barriers to Industry 4.0 adoption in manufacturing organizations: An ISM approach. Procedia CIRP, 98, 85-90.
Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6(4), 239-242.
Machado, E., Scavarda, L. F., Caiado, R. G. G., & Thomé, A. M. T. (2021). Barriers and enablers for the integration of industry 4.0 and sustainability in supply chains of MSMEs. Sustainability, 13(21), 11664.
Mohammad, A., Aldmour, R., & Al-Hawary, S. (2022). Drivers of online food delivery orientation. International Journal of Data and Network Science, 6(4), 1619-1624.
Ozkan-Ozen, Y. D., Kazancoglu, Y., & Mangla, S. K. (2020). Synchronized barriers for circular supply chains in industry 3.5/industry 4.0 transition for sustainable resource management. Resources, Conservation and Recycling, 161, 104986.
Raj, A., Dwivedi, G., Sharma, A., de Sousa Jabbour, A. B. L., & Rajak, S. (2020). Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective. International Journal of Production Economics, 224, 107546.
Sarkar, B. D., & Shankar, R. (2021). Understanding the barriers of port logistics for effective operation in the Industry 4.0 era: Data-driven decision making. International Journal of Information Management Data Insights, 1(2), 100031.
Shang, C., Saeidi, P., & Goh, C. F. (2022). Evaluation of circular supply chains barriers in the era of Industry 4.0 transition using an extended decision-making approach. Journal of Enterprise Information Management, 35(4/5), 1100-1128.
Sharma, M., Kamble, S., Mani, V., Sehrawat, R., Belhadi, A., & Sharma, V. (2021). Industry 4.0 adoption for sustainability in multi-tier manufacturing supply chain in emerging economies. Journal of cleaner production, 281, 125013.
Sony, M., & Naik, S. (2019). Key ingredients for evaluating Industry 4.0 readiness for organizations: A literature review. Benchmarking: An International Journal. http://doi:10.1108/BIJ-09-2018-0284.
Tariq, E., Alshurideh, M., Akour, I., & Al-Hawary, S. (2022). The effect of digital marketing capabilities on organizational ambidexterity of the information technology sector. International Journal of Data and Network Science, 6(2), 401-408.
Verma, P., Kumar, V., Daim, T., Sharma, N. K. and Mittal, A. (2022). Identifying and prioritizing impediments of industry 4.0 to sustainable digital manufacturing: A mixed method approach. Journal of Cleaner Production, 356, 131639.
Vigneshvaran, R., & Vinodh, S. (2020). Development of a structural model based on ISM for analysis of barriers to integration of lean with industry 4.0. The TQM Journal, 33(6), 1201-1221. DOI 10.1108/TQM-07-2020-0151.