How to cite this paper
Rahamneh, A., Alrawashdeh, S., Bawaneh, A., Alatyat, Z., Mohammad, A., Mohammad, A & Al-Hawary, S. (2023). The effect of digital supply chain on lean manufacturing: A structural equation modelling approach.Uncertain Supply Chain Management, 11(1), 391-402.
Refrences
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Aityassine, F., Aldiabat, B., Al-rjoub, S., Aldaihani, F., Al-Shorman, H., & Al-Hawary, S. (2021). The mediating effect of just in time on the relationship between green supply chain management practices and performance in the manufacturing companies. Uncertain Supply Chain Management, 9(4), 1081-1090.
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.
Alhalalmeh, M., Alkhawaldah, R. A., Mohammad, A., Al-Quran, A., Hijjawi, G., & Al-Hawary, S. (2022). The effect of selected marketing activities and promotions on the consumers buying behavior. Business: Theory and Practice, 23(1), 79-87.
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.
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.
Andreadis, L., Garza-Reyes, J.A., & Kumar, V. (2017). Towards a conceptual framework for value stream mapping (VSM) implementation: An investigation of managerial factors. International Journal of Production Research, 55(23), 7073–7095.
Anosike, A., Alafropatis, K., Garza-Reyes, J. A., Kumar, A., Luthra, S., & Rocha-Lona, L. (2021). Lean manufacturing and internet of things–A synergetic or antagonist relationship?. Computers in Industry, 129, 103464.
Barnes, J.C., Barnes, D.R., & Hox, J.J. (2021). Confirmatory Factor Analysis. In The Encyclopedia of Research Methods in Criminology and Criminal Justice, 830-832, Wiley, London.
Belekoukias, I., Garza-Reyes, J.A., & Kumar, V. (2014). The impact of lean methods and tools on the operational performance of manufacturing organisations, International Journal of Production Research, 52(18), 5346-5366.
Berber, N., Đorđević, B., & Milanović, S. (2018). Electronic Human Resource Management (e-HRM): А New Concept for Digital Age. Strategic Management-International Journal of Strategic Management and Decision Support Systems in Strategic Management, 23(2).
Bigliardi, B., Filippelli, S., Petroni, A., & Tagliente, L. (2022). The digitalization of supply chain: a review. Procedia Computer Science, 200, 1806-1815.
Bolton, R. N., McColl-Kennedy, J. R., Cheung, L., Gallan, A., Orsingher, C., Witell, L., & Zaki, M. (2018). Customer experience challenges: bringing together digital, physical and social realms. Journal of Service Management, 29(5), 776-808.
Büyüközkan, G., & Göçer, F. (2018). Digital supply chain: literature review and a proposed framework for future research. Computers in Industry, 97, 157-177, doi: 10.1016/j. compind.2018.02.010.
Castorena, O. H., Enríquez, L. A., & Adame, M. G. (2014). The influence of information technology and communication supply chain management performance for greater SME manufacturing in aguascalientes. International Journal of Business, Economics and Management, 1(12), 382-396.
Chowdhury, T. S., Habibullah, M., & Nahar, N. (2018). Risk and return analysis of closed-end mutual fund in Bangladesh. Journal of Accounting, Business and Finance Research, 3(2), 83-92.
Deloitte. (2017). Using blockchain to drive supply chain innovation: A series exploring industry 4.0 technologies and their potential impact for enabling digital supply network in manufacturing.
Dim, N. U., & Ezeabasili, A. C. C. (2015). Strategic supply chain framework as an effective approach to procurement of public construction projects in Nigeria. International Journal of Management and Sustainability, 4(7), 163-172.
Duarte, S., & Cruz-Machado, V. (2017), “An investigation of lean and green supply chain in the industry 4.0”, in 2017 International Symposium on Industrial Engineering and Operations Management (IEOM), pp. 255-265.
Eldahamsheh, M.M., Almomani, H.M., Bani-Khaled, A.K.,Al-Quran, A.Z., Al-Hawary, S.I.S., & Mohammad, A.A (2021). Factors Affecting Digital Marketing Success in Jordan. International Journal of Entrepreneurship, 25(S5), 1-12.
Farahani, P., Meier, C., & Wilke, J. (2017). Digital supply chain management agenda for the automotive supplier industry. In Shaping the digital enterprise (pp. 157-172). Springer, Cham.
Filippini, R., & Forza, C. (2016). The impact of the just-in-time approach on production system performance: a survey of Italian industry. A review and outlook. A Journey through manufacturing and supply chain strategy research, 19-39.
Franke, G., & Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: a comparison of four procedures. Internet Research, 29(3), 430-447.
Gana, K., &Broc, G. (2019). Structural equation modeling with lavaan. John Wilery& Sons, London.
Garza-Reyes, J. A., Kumar, V., Chaikittisilp, S., & Tan, K. H. (2018). The effect of lean methods and tools on the environmental performance of manufacturing organisations. International Journal of Production Economics, 200, 170-180.
Gimpel, H., Hosseini, S., Huber, R., Probst, L., Röglinger, M., & Faisst, U. (2018). Structuring digital transformation: a framework of action fields and its application at ZEISS. Journal of Information Technology Theory and Application (JITTA), 19(1), 3.
Goodboy, A.K., & Martin, M.M. (2020). Omega over alpha for reliability estimation of unidimensional communication measures. Annals of the International Communication Association, 44(4), 422-439.
Haartman, R. V., Bengtsson, L., & Niss, C. (2021). Lean practices and the adoption of digital technologies in production. International Journal of Services and Operations Management, 40(2), 286-304.
Habidin, N. F., Hashim, S., Fuzi, N. M., & Salleh, M. I. (2018). Total productive maintenance, kaizen event, and performance. International Journal of Quality & Reliability Management, 35(9), 1853-1867.
Haddud, A., & Khare, A. (2018). The impact of digitizing supply chains on lean operations. In Marktorientiertes Produkt-und Produktionsmanagement in digitalen Umwelten (pp. 27-46). Springer Gabler, Wiesbaden.
Haddud, A., & Khare, A. (2020). Digitalizing supply chains potential benefits and impact on lean operations. International Journal of Lean Six Sigma, 11(4).
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.
Howard, M.C. (2018). The convergent validity and nomological net of two methods to measure retroactive influences. Psychology of Consciousness: Theory, Research, and Practice, 5(3), 324-337.
Khajavi, S. H., Partanen, J., Holmström, J., & Tuomi, J. (2015). Risk reduction in new product launch: A hybrid approach combining direct digital and tool-based manufacturing. Computers in Industry, 74, 29-42.
Kittipanya-Ngam, P., & Tan, K. H. (2020). A framework for food supply chain digitalization: lessons from Thailand. Production Planning & Control, 31(2-3), 158-172.
Klaus, P. (2014). Towards practical relevance—Delivering superior firm performance through digital customer experience strategies. Journal of Direct, Data and Digital Marketing Practice, 15(4), 306- 316.
Kurilova-Palisaitiene, J., Sundin, E., & Poksinska, B. (2018). Remanufacturing challenges and possible lean improvements. Journal of Cleaner Production, 172, 3225-3236.
Kurpjuweit, S., Schmidt, C.G., Klöckner, M., & Wagner, S.M. (2021). Blockchain in additive manufacturing and its impact on supply chain. Journal of Business Logistics, 42(1), 46-70.
Liu, K. P., & Chiu, W. (2021). Supply Chain 4.0: the impact of supply chain digitalization and integration on firm performance. Asian Journal of Business Ethics, 10(2), 371-389.
Maama, H., Doorasamy, M., & Rajaram, R. (2021). Cleaner production, environmental and economic sustainability of production firms in South Africa. Journal of Cleaner Production, 298, 126707.
Mancosu, P., Nicolini, G., Goretti, G., De Rose, F., Franceschini, D., Ferrari, C., ...& Scorsetti, M. (2018). Applying Lean-Six-Sigma Methodology in radiotherapy: Lessons learned by the breast daily repositioning case. Radiotherapy and Oncology, 127(2), 326-331.
Mayr, A., Weigelt, M., Kühl, A., Grimm, S., Erll, A., Potzel, M., & Franke, J. (2018). Lean 4.0 – a conceptual conjunction of lean management and industry 4.0. Procedia Cirp, 72, 622-628.
Meier, C. (2016). Digital supply chain management. Digital Enterprise Transformation: A Business Driven Approach to Leveraging Innovative IT, pp. 231.
Meissner, A., Müller, M., Hermann, A., & Metternich, J. (2018). Digitalization as a catalyst for lean production: A learning factory approach for digital shop floor management. Procedia manufacturing, 23, 81-86.
Mihardjo, L., Sasmoko, S., Alamsjah, F., & Elidjen, E. (2019). The influence of digital customer experience and electronic word of mouth on brand image and supply chain sustainable performance. Uncertain Supply Chain Management, 7(4), 691-702.
Mirihagalla, P. (2020). DEPLOYING LEAN TRANSFORMATION IN SERVICES: AN ENTERPRISE-LEVEL CONCEPTUAL FRAMEWORK. Economic and Social Development: Book of Proceedings, 148-162.
Montoya-Torres, J. R., Muñoz-Villamizar, A., & Mejia-Argueta, C. (2021). Mapping research in logistics and supply chain management during COVID-19 pandemic. International Journal of Logistics Research and Applications, 1-21.
Moyano-Fuentes, J., Maqueira-Marín, J. M., Martínez-Jurado, P. J., & Sacristán-Díaz, M. (2020). Extending lean management along the supply chain: impact on efficiency. Journal of Manufacturing Technology Management, 32(1), 63-84.
Nauwelaerts, Y., & Chakri, S. (2016). The role of e-commerce and m-commerce in the international strategy of fashion companies: A qualitative research in the Belgian fashion industry. Innovation, 2, 80-113.
Novais, L., Marín, J. M. M., & Moyano-Fuentes, J. (2020). Lean production implementation, cloud-supported logistics and supply chain integration: interrelationships and effects on business performance. The International Journal of Logistics Management, 31(3), 629-663.
Osman, A. A., Othman, A. A., & Rahim, M. K. I. A. (2019). A Review of Lean Application in Manufacturing Environment: Definitions and Terminologies. Journal of Technology and Operations Management, 14(2), 28-45.
Padgett, R.N., & Morgan, G.B. (2021). Multilevel CFA with Ordered Categorical data: A Simulation Study Comparing Fit Indices Across Robust Estimation Methods. Structural Equation Modeling: A Multidisciplinary Journal, 28(1), 51-68.
Pandey, P., Agrawal, N., Saharan, T., & Raut, R. D. (2021). Impact of human resource management practices on TQM: an ISM-DEMATEL approach. The TQM Journal, 34(1), 199-228.
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Aityassine, F., Aldiabat, B., Al-rjoub, S., Aldaihani, F., Al-Shorman, H., & Al-Hawary, S. (2021). The mediating effect of just in time on the relationship between green supply chain management practices and performance in the manufacturing companies. Uncertain Supply Chain Management, 9(4), 1081-1090.
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.
Alhalalmeh, M., Alkhawaldah, R. A., Mohammad, A., Al-Quran, A., Hijjawi, G., & Al-Hawary, S. (2022). The effect of selected marketing activities and promotions on the consumers buying behavior. Business: Theory and Practice, 23(1), 79-87.
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.
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.
Andreadis, L., Garza-Reyes, J.A., & Kumar, V. (2017). Towards a conceptual framework for value stream mapping (VSM) implementation: An investigation of managerial factors. International Journal of Production Research, 55(23), 7073–7095.
Anosike, A., Alafropatis, K., Garza-Reyes, J. A., Kumar, A., Luthra, S., & Rocha-Lona, L. (2021). Lean manufacturing and internet of things–A synergetic or antagonist relationship?. Computers in Industry, 129, 103464.
Barnes, J.C., Barnes, D.R., & Hox, J.J. (2021). Confirmatory Factor Analysis. In The Encyclopedia of Research Methods in Criminology and Criminal Justice, 830-832, Wiley, London.
Belekoukias, I., Garza-Reyes, J.A., & Kumar, V. (2014). The impact of lean methods and tools on the operational performance of manufacturing organisations, International Journal of Production Research, 52(18), 5346-5366.
Berber, N., Đorđević, B., & Milanović, S. (2018). Electronic Human Resource Management (e-HRM): А New Concept for Digital Age. Strategic Management-International Journal of Strategic Management and Decision Support Systems in Strategic Management, 23(2).
Bigliardi, B., Filippelli, S., Petroni, A., & Tagliente, L. (2022). The digitalization of supply chain: a review. Procedia Computer Science, 200, 1806-1815.
Bolton, R. N., McColl-Kennedy, J. R., Cheung, L., Gallan, A., Orsingher, C., Witell, L., & Zaki, M. (2018). Customer experience challenges: bringing together digital, physical and social realms. Journal of Service Management, 29(5), 776-808.
Büyüközkan, G., & Göçer, F. (2018). Digital supply chain: literature review and a proposed framework for future research. Computers in Industry, 97, 157-177, doi: 10.1016/j. compind.2018.02.010.
Castorena, O. H., Enríquez, L. A., & Adame, M. G. (2014). The influence of information technology and communication supply chain management performance for greater SME manufacturing in aguascalientes. International Journal of Business, Economics and Management, 1(12), 382-396.
Chowdhury, T. S., Habibullah, M., & Nahar, N. (2018). Risk and return analysis of closed-end mutual fund in Bangladesh. Journal of Accounting, Business and Finance Research, 3(2), 83-92.
Deloitte. (2017). Using blockchain to drive supply chain innovation: A series exploring industry 4.0 technologies and their potential impact for enabling digital supply network in manufacturing.
Dim, N. U., & Ezeabasili, A. C. C. (2015). Strategic supply chain framework as an effective approach to procurement of public construction projects in Nigeria. International Journal of Management and Sustainability, 4(7), 163-172.
Duarte, S., & Cruz-Machado, V. (2017), “An investigation of lean and green supply chain in the industry 4.0”, in 2017 International Symposium on Industrial Engineering and Operations Management (IEOM), pp. 255-265.
Eldahamsheh, M.M., Almomani, H.M., Bani-Khaled, A.K.,Al-Quran, A.Z., Al-Hawary, S.I.S., & Mohammad, A.A (2021). Factors Affecting Digital Marketing Success in Jordan. International Journal of Entrepreneurship, 25(S5), 1-12.
Farahani, P., Meier, C., & Wilke, J. (2017). Digital supply chain management agenda for the automotive supplier industry. In Shaping the digital enterprise (pp. 157-172). Springer, Cham.
Filippini, R., & Forza, C. (2016). The impact of the just-in-time approach on production system performance: a survey of Italian industry. A review and outlook. A Journey through manufacturing and supply chain strategy research, 19-39.
Franke, G., & Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: a comparison of four procedures. Internet Research, 29(3), 430-447.
Gana, K., &Broc, G. (2019). Structural equation modeling with lavaan. John Wilery& Sons, London.
Garza-Reyes, J. A., Kumar, V., Chaikittisilp, S., & Tan, K. H. (2018). The effect of lean methods and tools on the environmental performance of manufacturing organisations. International Journal of Production Economics, 200, 170-180.
Gimpel, H., Hosseini, S., Huber, R., Probst, L., Röglinger, M., & Faisst, U. (2018). Structuring digital transformation: a framework of action fields and its application at ZEISS. Journal of Information Technology Theory and Application (JITTA), 19(1), 3.
Goodboy, A.K., & Martin, M.M. (2020). Omega over alpha for reliability estimation of unidimensional communication measures. Annals of the International Communication Association, 44(4), 422-439.
Haartman, R. V., Bengtsson, L., & Niss, C. (2021). Lean practices and the adoption of digital technologies in production. International Journal of Services and Operations Management, 40(2), 286-304.
Habidin, N. F., Hashim, S., Fuzi, N. M., & Salleh, M. I. (2018). Total productive maintenance, kaizen event, and performance. International Journal of Quality & Reliability Management, 35(9), 1853-1867.
Haddud, A., & Khare, A. (2018). The impact of digitizing supply chains on lean operations. In Marktorientiertes Produkt-und Produktionsmanagement in digitalen Umwelten (pp. 27-46). Springer Gabler, Wiesbaden.
Haddud, A., & Khare, A. (2020). Digitalizing supply chains potential benefits and impact on lean operations. International Journal of Lean Six Sigma, 11(4).
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.
Howard, M.C. (2018). The convergent validity and nomological net of two methods to measure retroactive influences. Psychology of Consciousness: Theory, Research, and Practice, 5(3), 324-337.
Khajavi, S. H., Partanen, J., Holmström, J., & Tuomi, J. (2015). Risk reduction in new product launch: A hybrid approach combining direct digital and tool-based manufacturing. Computers in Industry, 74, 29-42.
Kittipanya-Ngam, P., & Tan, K. H. (2020). A framework for food supply chain digitalization: lessons from Thailand. Production Planning & Control, 31(2-3), 158-172.
Klaus, P. (2014). Towards practical relevance—Delivering superior firm performance through digital customer experience strategies. Journal of Direct, Data and Digital Marketing Practice, 15(4), 306- 316.
Kurilova-Palisaitiene, J., Sundin, E., & Poksinska, B. (2018). Remanufacturing challenges and possible lean improvements. Journal of Cleaner Production, 172, 3225-3236.
Kurpjuweit, S., Schmidt, C.G., Klöckner, M., & Wagner, S.M. (2021). Blockchain in additive manufacturing and its impact on supply chain. Journal of Business Logistics, 42(1), 46-70.
Liu, K. P., & Chiu, W. (2021). Supply Chain 4.0: the impact of supply chain digitalization and integration on firm performance. Asian Journal of Business Ethics, 10(2), 371-389.
Maama, H., Doorasamy, M., & Rajaram, R. (2021). Cleaner production, environmental and economic sustainability of production firms in South Africa. Journal of Cleaner Production, 298, 126707.
Mancosu, P., Nicolini, G., Goretti, G., De Rose, F., Franceschini, D., Ferrari, C., ...& Scorsetti, M. (2018). Applying Lean-Six-Sigma Methodology in radiotherapy: Lessons learned by the breast daily repositioning case. Radiotherapy and Oncology, 127(2), 326-331.
Mayr, A., Weigelt, M., Kühl, A., Grimm, S., Erll, A., Potzel, M., & Franke, J. (2018). Lean 4.0 – a conceptual conjunction of lean management and industry 4.0. Procedia Cirp, 72, 622-628.
Meier, C. (2016). Digital supply chain management. Digital Enterprise Transformation: A Business Driven Approach to Leveraging Innovative IT, pp. 231.
Meissner, A., Müller, M., Hermann, A., & Metternich, J. (2018). Digitalization as a catalyst for lean production: A learning factory approach for digital shop floor management. Procedia manufacturing, 23, 81-86.
Mihardjo, L., Sasmoko, S., Alamsjah, F., & Elidjen, E. (2019). The influence of digital customer experience and electronic word of mouth on brand image and supply chain sustainable performance. Uncertain Supply Chain Management, 7(4), 691-702.
Mirihagalla, P. (2020). DEPLOYING LEAN TRANSFORMATION IN SERVICES: AN ENTERPRISE-LEVEL CONCEPTUAL FRAMEWORK. Economic and Social Development: Book of Proceedings, 148-162.
Montoya-Torres, J. R., Muñoz-Villamizar, A., & Mejia-Argueta, C. (2021). Mapping research in logistics and supply chain management during COVID-19 pandemic. International Journal of Logistics Research and Applications, 1-21.
Moyano-Fuentes, J., Maqueira-Marín, J. M., Martínez-Jurado, P. J., & Sacristán-Díaz, M. (2020). Extending lean management along the supply chain: impact on efficiency. Journal of Manufacturing Technology Management, 32(1), 63-84.
Nauwelaerts, Y., & Chakri, S. (2016). The role of e-commerce and m-commerce in the international strategy of fashion companies: A qualitative research in the Belgian fashion industry. Innovation, 2, 80-113.
Novais, L., Marín, J. M. M., & Moyano-Fuentes, J. (2020). Lean production implementation, cloud-supported logistics and supply chain integration: interrelationships and effects on business performance. The International Journal of Logistics Management, 31(3), 629-663.
Osman, A. A., Othman, A. A., & Rahim, M. K. I. A. (2019). A Review of Lean Application in Manufacturing Environment: Definitions and Terminologies. Journal of Technology and Operations Management, 14(2), 28-45.
Padgett, R.N., & Morgan, G.B. (2021). Multilevel CFA with Ordered Categorical data: A Simulation Study Comparing Fit Indices Across Robust Estimation Methods. Structural Equation Modeling: A Multidisciplinary Journal, 28(1), 51-68.
Pandey, P., Agrawal, N., Saharan, T., & Raut, R. D. (2021). Impact of human resource management practices on TQM: an ISM-DEMATEL approach. The TQM Journal, 34(1), 199-228.
Pflaum, A. A., & Gölzer, P. (2018). The IoT and digital transformation: toward the data-driven enterprise. IEEE pervasive computing, 17(1), 87-91.
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