How to cite this paper
Ayadi, F. (2024). Enhancing supply chain performance of Saudi hospitals through resilience: The roles of supply chain integration and innovation.Uncertain Supply Chain Management, 12(4), 2855-2868.
Refrences
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Afraz, M. F., Bhatti, S. H., Ferraris, A., & Couturier, J. (2021). The impact of supply chain innovation on competitive advantage in the construction industry: Evidence from a moderated multi-mediation model. Technological Forecasting and Social Change, 162, 120370. doi: 10.1016/j.techfore.2020.120370
Afrifa, S., Amoah, N., Fianko, S. K., & Dzogbewu, T. C. (2021). Supply chain integration and operational performance in health institutions: a structural model for mediation effects. Polish Journal of Management Studies, 24(1), 9-27.
Akbar, H. M., & Isfianadewi, D. (2023). The role of supply chain resilience to relationships supply chain risk management culture and firm performance during disruption. International Journal of Research in Business and Social Science (2147-4478), 12(2), 643-652.
Al-Kahtani, N., Alrawiai, S., Al-Zahrani, B. M., Abumadini, R. A., Aljaffary, A., Hariri, B., Alissa, K., Alakrawi, Z., & Alumran, A. (2022). Digital health transformation in Saudi Arabia: A cross-sectional analysis using Healthcare Information and Management Systems Society’ digital health indicators. Digital Health, 8, 20552076221117742.
Aldrighetti, R., Zennaro, I., Finco, S., & Battini, D. (2019). Healthcare supply chain simulation with disruption considerations: A case study from Northern Italy. Global Journal of Flexible Systems Management, 20(Suppl 1), 81-102.
Alkhatib, S. F., & Momani, R. A. (2023). Supply Chain Resilience and Operational Performance: The Role of Digital Technologies in Jordanian Manufacturing Firms. Administrative Sciences, 13(2), 40.
Aloulou, W. J. (2023). Be Innovative and Resilient: Empirical Evidence from Saudi Firms on How to Translate Entrepreneurial Orientation into Firm Performance. Administrative Sciences, 13(7), 168.
Alsadi, A., & Aloulou, W.J., (2021). Impacts of strategic orientations on Saudi firm performance: is supply chain integration a missing link? International Journal of Logistics Management, 32(4), 1264-1289. https://doi.org/10.1108/IJLM-02-2020-0080
Alshahrani, S., Rahman, S., & Chan, C. (2018). Hospital-supplier integration and hospital performance: evidence from Saudi Arabia. The International Journal of Logistics Management, 29(1), 22-45.
Alsmairat, M. A. (2023). Big data analytics capabilities, SC innovation, customer readiness, and digital SC performance: the mediation role of SC resilience. International Journal of Advanced Operations Management, 15(1), 82-97.
Arji, G., Ahmadi, H., Avazpoor, P., & Hemmat, M. (2023). Identifying resilience strategies for disruption management in the healthcare supply chain during COVID-19 by digital innovations: A systematic literature review. Informatics in Medicine Unlocked, 101199.
Ayadi, F. (2022). Critical Factors Affecting the Decision to Adopt Cloud Computing in Saudi Health Care Organizations. The Electronic Journal of Information Systems in Developing Countries, 88(6), 1-20, e12231, https://doi.org/10.1002/isd2.12231.
Bag, S., Wood, L. C., Xu, L., Dhamija, P., & Kayikci, Y. (2020). Big data analytics as an operational excellence approach to enhance sustainable supply chain performance. Resources, Conservation and Recycling, 153, 104559.
Bahrami, M., Shokouhyar, S., & Seifian, A. (2022). Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation. Modern Supply Chain Research and Applications, 4(1), 62-84. https://doi.org/10.1108/MSCRA-11-2021-0021.
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Belhadi, A., Mani, V., Kamble, S. S., Khan, S. A. R., & Verma, S. (2024). Artificial intelligence-driven innovation for enhancing supply chain resilience and performance under the effect of supply chain dynamism: an empirical investigation. Annals of Operations Research, 333(2), 627-652. https://doi.org/10.1007/s10479-021-03956-x
Benzidia, S., Bentahar, O., Husson, J., & Makaoui, N. (2024). Big data analytics capability in healthcare operations and supply chain management: the role of green process innovation. Annals of Operations Research, 333(2), 1077-1101.
Bhatti, S. H., Ahmed, A., Ferraris, A., Hirwani Wan Hussain, W. M., & Wamba, S. F. (2022). Big data analytics capabilities and MSME innovation and performance: A double mediation model of digital platform and network capabilities. Annals of Operations Research, 1-24.
Bjorvatn, A. (2018). Private or public hospital ownership: Does it really matter?. Social Science and Medicine, 196, 166-174.
Cagliano, A. C., Grimaldi, S., & Rafele, C. (2016). Paving the way for warehouse centralization in healthcare: A preliminary assessment approach. American Journal of Applied Sciences, 13(5), 490-500.
Castillo, C. (2023). Is there a theory of supply chain resilience? A bibliometric analysis of the literature. International Journal of Operations and Production Management, 43(1), 22-47.
Chaudhuri, A., Boer, H., & Taran, Y. (2018). Supply chain integration, risk management and manufacturing flexibility. International Journal of Operations and Production Management, 38(3), 690-712.
Chowdhury, M. M. H., & Quaddus, M. (2017). Supply chain resilience: Conceptualization and scale development using dynamic capability theory. International Journal of Production Economics, 188, 185-204.
Collier, J. (2020). Applied structural equation modeling using AMOS: Basic to advanced techniques. Routledge.
Deng, Q., & Noorliza, K. (2023). Integration, resilience, and innovation capability enhance LSPs’ operational performance. Sustainability, 15(2), 1019.
Dinh Khoa, V., & Mai Anh, N. T. (2023). Examining the Relationship Between Supply Chain Integration, Innovation Speed and Supply Chain Performance Under Demand Uncertainty. Engineering Management Journal, 1-16.
Dubey, R., Gunasekaran, A., Childe, S. J., Fosso Wamba, S., Roubaud, D., & Foropon, C. (2021). Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience. International Journal of Production Research, 59(1), 110-128.
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Fernando, Y., Chidambaram, R. R., & Wahyuni-TD, I. S. (2018). The impact of Big Data analytics and data security practices on service supply chain performance. Benchmarking: An International Journal, 25(9), 4009-4034.
Flynn, B.B., Huo, B., & Zhao, X. (2010). The impact of supply chain integration on performance: a contingency and configuration approach. Journal of Operations Management, 28(1), 58-71.
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Akbar, H. M., & Isfianadewi, D. (2023). The role of supply chain resilience to relationships supply chain risk management culture and firm performance during disruption. International Journal of Research in Business and Social Science (2147-4478), 12(2), 643-652.
Al-Kahtani, N., Alrawiai, S., Al-Zahrani, B. M., Abumadini, R. A., Aljaffary, A., Hariri, B., Alissa, K., Alakrawi, Z., & Alumran, A. (2022). Digital health transformation in Saudi Arabia: A cross-sectional analysis using Healthcare Information and Management Systems Society’ digital health indicators. Digital Health, 8, 20552076221117742.
Aldrighetti, R., Zennaro, I., Finco, S., & Battini, D. (2019). Healthcare supply chain simulation with disruption considerations: A case study from Northern Italy. Global Journal of Flexible Systems Management, 20(Suppl 1), 81-102.
Alkhatib, S. F., & Momani, R. A. (2023). Supply Chain Resilience and Operational Performance: The Role of Digital Technologies in Jordanian Manufacturing Firms. Administrative Sciences, 13(2), 40.
Aloulou, W. J. (2023). Be Innovative and Resilient: Empirical Evidence from Saudi Firms on How to Translate Entrepreneurial Orientation into Firm Performance. Administrative Sciences, 13(7), 168.
Alsadi, A., & Aloulou, W.J., (2021). Impacts of strategic orientations on Saudi firm performance: is supply chain integration a missing link? International Journal of Logistics Management, 32(4), 1264-1289. https://doi.org/10.1108/IJLM-02-2020-0080
Alshahrani, S., Rahman, S., & Chan, C. (2018). Hospital-supplier integration and hospital performance: evidence from Saudi Arabia. The International Journal of Logistics Management, 29(1), 22-45.
Alsmairat, M. A. (2023). Big data analytics capabilities, SC innovation, customer readiness, and digital SC performance: the mediation role of SC resilience. International Journal of Advanced Operations Management, 15(1), 82-97.
Arji, G., Ahmadi, H., Avazpoor, P., & Hemmat, M. (2023). Identifying resilience strategies for disruption management in the healthcare supply chain during COVID-19 by digital innovations: A systematic literature review. Informatics in Medicine Unlocked, 101199.
Ayadi, F. (2022). Critical Factors Affecting the Decision to Adopt Cloud Computing in Saudi Health Care Organizations. The Electronic Journal of Information Systems in Developing Countries, 88(6), 1-20, e12231, https://doi.org/10.1002/isd2.12231.
Bag, S., Wood, L. C., Xu, L., Dhamija, P., & Kayikci, Y. (2020). Big data analytics as an operational excellence approach to enhance sustainable supply chain performance. Resources, Conservation and Recycling, 153, 104559.
Bahrami, M., Shokouhyar, S., & Seifian, A. (2022). Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation. Modern Supply Chain Research and Applications, 4(1), 62-84. https://doi.org/10.1108/MSCRA-11-2021-0021.
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of personality and social psychology, 51(6), 1173.
Barroso, A. P., Machado, V. H., Barros, A. R., & Machado, V. C. (2010, December). Toward a resilient supply chain with supply disturbances. In 2010 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 245-249). IEEE.
Belhadi, A., Mani, V., Kamble, S. S., Khan, S. A. R., & Verma, S. (2024). Artificial intelligence-driven innovation for enhancing supply chain resilience and performance under the effect of supply chain dynamism: an empirical investigation. Annals of Operations Research, 333(2), 627-652. https://doi.org/10.1007/s10479-021-03956-x
Benzidia, S., Bentahar, O., Husson, J., & Makaoui, N. (2024). Big data analytics capability in healthcare operations and supply chain management: the role of green process innovation. Annals of Operations Research, 333(2), 1077-1101.
Bhatti, S. H., Ahmed, A., Ferraris, A., Hirwani Wan Hussain, W. M., & Wamba, S. F. (2022). Big data analytics capabilities and MSME innovation and performance: A double mediation model of digital platform and network capabilities. Annals of Operations Research, 1-24.
Bjorvatn, A. (2018). Private or public hospital ownership: Does it really matter?. Social Science and Medicine, 196, 166-174.
Cagliano, A. C., Grimaldi, S., & Rafele, C. (2016). Paving the way for warehouse centralization in healthcare: A preliminary assessment approach. American Journal of Applied Sciences, 13(5), 490-500.
Castillo, C. (2023). Is there a theory of supply chain resilience? A bibliometric analysis of the literature. International Journal of Operations and Production Management, 43(1), 22-47.
Chaudhuri, A., Boer, H., & Taran, Y. (2018). Supply chain integration, risk management and manufacturing flexibility. International Journal of Operations and Production Management, 38(3), 690-712.
Chowdhury, M. M. H., & Quaddus, M. (2017). Supply chain resilience: Conceptualization and scale development using dynamic capability theory. International Journal of Production Economics, 188, 185-204.
Collier, J. (2020). Applied structural equation modeling using AMOS: Basic to advanced techniques. Routledge.
Deng, Q., & Noorliza, K. (2023). Integration, resilience, and innovation capability enhance LSPs’ operational performance. Sustainability, 15(2), 1019.
Dinh Khoa, V., & Mai Anh, N. T. (2023). Examining the Relationship Between Supply Chain Integration, Innovation Speed and Supply Chain Performance Under Demand Uncertainty. Engineering Management Journal, 1-16.
Dubey, R., Gunasekaran, A., Childe, S. J., Fosso Wamba, S., Roubaud, D., & Foropon, C. (2021). Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience. International Journal of Production Research, 59(1), 110-128.
Ethirajan, M., & Kandasamy, J. (2021). Need for embracing new digital technologies in healthcare supply chain. In Managing Supply Chain Risk and Disruptions: Post COVID-19 (pp. 99-111). Cham: Springer International Publishing.
Fernando, Y., Chidambaram, R. R., & Wahyuni-TD, I. S. (2018). The impact of Big Data analytics and data security practices on service supply chain performance. Benchmarking: An International Journal, 25(9), 4009-4034.
Flynn, B.B., Huo, B., & Zhao, X. (2010). The impact of supply chain integration on performance: a contingency and configuration approach. Journal of Operations Management, 28(1), 58-71.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50.
Furstenau, L. B., Zani, C., Terra, S. X., Sott, M. K., Choo, K. K. R., & Saurin, T. A. (2022). Resilience capabilities of healthcare supply chain and supportive digital technologies. Technology in Society, 71, 102095.
Gunasekaran, A., Papadopoulos, T., Dubey, R., Wamba, S. F., Childe, S. J., Hazen, B., & Akter, S. (2017). Big data and predictive analytics for supply chain and organizational performance. Journal of Business Research, 70, 308-317.
Habidin, N. F., Shazali, N. A., Salleh, M. I., Zainol, Z., Hudin, N. S., & Mustaffa, W. S. W. (2015). A review of supply chain innovation and healthcare performance in healthcare industry. International Journal of Pharmaceutical Sciences Review and Research, 35(1), 195-200.
Hair, J. F., Black, W. C., Babin, B. J., and Anderson, R. E. (2019). Multivariate data analysis. 8th edition, Hampshire, UK Cengage Learning, EMEA.
Iakovou, E., Vlachos, D., & Xanthopoulos, A. (2007). An analytical methodological framework for the optimal design of resilient supply chains. International Journal of Logistics Economics and Globalisation, 1(1), 1-20.
Jajja, M.S.S., Asif, M., Shah, S.A.A., & Chatha, K.A. (2020). Supply chain innovation research: content analysis based review. Benchmarking: An International Journal, 27(2), 666-694. https://doi.org/10.1108/BIJ-09-2018-0297
Junaid, M., Zhang, Q., Cao, M., & Luqman, A. (2023). Nexus between technology enabled supply chain dynamic capabilities, integration, resilience, and sustainable performance: An empirical examination of healthcare organizations. Technological Forecasting and Social Change, 196, 122828.
Kim, M., & Chai, S. (2016). Assessing the impact of business uncertainty on supply chain integration. The International Journal of Logistics Management, 27(2), 463–485, 2016.
Koufteros, X., Vonderembse, M., & Jayaram, J. (2005). Internal and external integration for product development: the contingency effects of uncertainty, equivocality, and platform strategy. Decision sciences, 36(1), 97-133.
Kraus, S., Schiavone, F., Pluzhnikova, A., & Invernizzi, A. C. (2021). Digital transformation in healthcare: Analyzing the current state-of-research. Journal of Business Research, 123, 557-567.
Kumar, A., Mani, V., Jain, V., Gupta, H., & Venkatesh, V. G. (2023). Managing healthcare supply chain through artificial intelligence (AI): A study of critical success factors. Computers and Industrial Engineering, 175, 108815.
Kwak, D. W., Seo, Y. J., & Mason, R. (2018). Investigating the relationship between supply chain innovation, risk management capabilities and competitive advantage in global supply chains. International Journal of Operations and Production Management, 38(1), 2-21.
Lee, S. M., Lee, D., & Schniederjans, M. J. (2011). Supply chain innovation and organizational performance in the healthcare industry. International Journal of Operations and Production Management, 31(11), 1193-1214.
MacKenzie, S. B., & Podsakoff, P. M. (2012). Common method bias in marketing: Causes, mechanisms, and procedural remedies. Journal of retailing, 88(4), 542-555.
Mandal, S. (2017). The influence of organizational culture on healthcare supply chain resilience: moderating role of technology orientation. Journal of business & industrial marketing, 32(8), 1021-1037.
Morand, M. (2020). Hospital Supply Chain Integration and Its Impact on Outcomes. Temple University ProQuest Dissertations Publishing, 2020. 27737773.
Negri, M., Cagno, E., Colicchia, C., & Sarkis, J. (2021). Integrating sustainability and resilience in the supply chain: A systematic literature review and a research agenda. Business Strategy and the environment, 30(7), 2858-2886.
Ozdemir, D., Sharma, M., Dhir, A., & Daim, T. (2022). Supply chain resilience during the COVID-19 pandemic. Technology in Society, 68, 101847. doi: 10.1016/j.techsoc.2021.101847
Piprani, A. Z., Mohezar, S., & Jaafar, N. I. (2020). Supply chain integration and supply chain performance: The mediating role of supply chain resilience. International Journal of Supply Chain Management, 9(3), 58-73.
Rahman, M. S., Gani, M. O., Fatema, B., & Takahashi, Y. (2023). B2B firms’ Supply Chain Resilience Orientation in achieving Sustainable Supply Chain Performance. Sustainable Manufacturing and Service Economics, 100011.
Sabahi, S., & Parast, M. M. (2020). Firm innovation and supply chain resilience: a dynamic capability perspective. International Journal of Logistics Research and Applications, 23(3), 254-269.
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