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How to cite this paper
APA: Ali, A & Ahmed, S. (2022). Big data analytics and supply chain performance: The mediating role of supply chain capabilities and innovation. Management Science Letters, 12(4), 307-320.
Chicago/Turabian: Ali, A & Ahmed, S. 2022. "Big data analytics and supply chain performance: The mediating role of supply chain capabilities and innovation." Management Science Letters 12, no. 4 (2022): 307-320.
AMA: Ali, A & Ahmed, S. Big data analytics and supply chain performance: The mediating role of supply chain capabilities and innovation. Management Science Letters. 2022;12(4):307-320.
References
Afraz, M., Bhatti, S., Ferraris, A., and, J. C.-T. F., & 2021, undefined. (n.d.). The impact of supply chain innovation on competitive advantage in the construction industry: evidence from a moderated multi-mediation model. Elsevier.
Asamoah, D., Agyei-Owusu, B., management, F. A.-B.-…, & 2021, undefined. (2020). Inter-organizational systems use and supply chain performance: Mediating role of supply chain management capabilities. Elsevier. https://doi.org/10.1016/j.ijinfomgt.2020.102195
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(October 2019), 104559. https://doi.org/10.1016/j.resconrec.2019.104559
Belhadi, A., Kamble, S., Zkik, K., … A. C.-J. of C., & 2020, undefined. (n.d.). The integrated effect of Big Data Analytics, Lean Six Sigma and Green Manufacturing on the environmental performance of manufacturing companies: The case of. Elsevier.
Benzidia, S., International, N. M.-S. C. F. A., & 2020, undefined. (2020). Improving SMEs performance through supply chain flexibility and market agility: IT orchestration perspective. Taylor & Francis, 21(3), 173–184. https://doi.org/10.1080/16258312.2020.1801108
Chatterjee, S., Chaudhuri, R., & Vrontis, D. (2021). Does data-driven culture impact innovation and performance of a firm? An empirical examination. Annals of Operations Research. https://doi.org/10.1007/S10479-020-03887-Z
Ciampi, F., Demi, S., Magrini, A., Marzi, G., Business, A. P.-J. of, & 2021, undefined. (n.d.). Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation. Elsevier. https://doi.org/10.1016/j.jbusres.2020.09.023
Dalgıç, B., & Fazlıoğlu, B. (2021). Innovation and firm growth: Turkish manufacturing and services SMEs. Eurasian Business Review, 11(3), 395–419. https://doi.org/10.1007/S40821-020-00176-4
Dubey, R, Gunasekaran, A., … S. C.-… J. of P., & 2021, undefined. (2021). Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience. Taylor & Francis, 59(1), 110–128. https://doi.org/10.1080/00207543.2019.1582820
Dubey, Rameshwar, Gunasekaran, A., & Childe, S. J. (2019). Big data analytics capability in supply chain agility: The moderating effect of organizational flexibility. Management Decision, 57(8), 2092–2112. https://doi.org/10.1108/MD-01-2018-0119
Farooq, R., Vij, S., & Kaur, J. (2021). Innovation orientation and its relationship with business performance: moderating role of firm size. Measuring Business Excellence, 25(3), 328–345. https://doi.org/10.1108/MBE-08-2020-0117/FULL/HTML
Fernando, Y., Chidambaram, R. R. M., & Wahyuni-TD, I. S. (2018). The impact of Big Data analytics and data security practices on service supply chain performance. Benchmarking, 25(9), 4009–4034. https://doi.org/10.1108/BIJ-07-2017-0194
Goundar, S., & Rayani, P. (2021). Applications of Big Data in Large-and Small-Scale Systems. https://doi.org/10.4018/978-1-7998-6673-2.ch005
https, P., 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. Taylor & Francis, 59(1), 110–128. https://doi.org/10.1080/00207543.2019.1582820
Jan, B., Farman, H., Khan, M., Imran, M., … I. I.-C. & E., & 2019, undefined. (2018). Deep learning in big data analytics: a comparative study. Elsevier. https://doi.org/10.1016/j.compeleceng.2017.12.009
Kusi-Sarpong, S., Orji, I., Gupta, H., Omega, M. K.-, & 2021, undefined. (n.d.). Risks associated with the implementation of big data analytics in sustainable supply chains. Elsevier.
Mabenge, B. K., Ngorora-Madzimure, G. P. K., & Makanyeza, C. (2020). Dimensions of innovation and their effects on the performance of small and medium enterprises: the moderating role of firm’s age and size. Journal of Small Business and Entrepreneurship. https://doi.org/10.1080/08276331.2020.1725727
Mallinguh, E., Wasike, C., Financial, Z. Z.-I. J. of, & 2020, undefined. (n.d.). The business sector, firm age, and performance: The mediating role of foreign ownership and financial leverage. Mdpi.Com. https://doi.org/10.3390/ijfs8040079
Mangla, S., Raut, R., … V. N.-J. of E., & 2020, undefined. (n.d.). Mediating effect of big data analytics on project performance of small and medium enterprises. Emerald.Com.
Mariani, M., Research, S. W.-J. of B., & 2020, undefined. (n.d.). Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies. Elsevier.
Micheli, G., Cagno, E., Mustillo, G., Production, A. T.-J. of C., & 2020, undefined. (n.d.). Green supply chain management drivers, practices and performance: A comprehensive study on the moderators. Elsevier.
Ogbuke, N., Yusuf, Y., … K. D.-P. P. &, & 2020, undefined. (2020). Big data supply chain analytics: ethical, privacy and security challenges posed to business, industries and society. Taylor & Francis. https://doi.org/10.1080/09537287.2020.1810764
Saad, S. M., & Bahadori, R. (2020). Logistics capabilities measurement in the fractal supply network. International Journal of Logistics Systems and Management, 36(2), 251–281. https://doi.org/10.1504/IJLSM.2020.107388
ŞENER, İ., ERMAN, H., Sosyal, C. U.-E. Ü., & 2020, undefined. (2020). Big data of big companies: A content analysis for how ISO-500 listed firms use big-data. Dergipark.Org.Tr, 2.
Settembre-Blundo, D., González-Sánchez, R., Medina-Salgado, S., & García-Muiña, F. E. (2021). Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times. Global Journal of Flexible Systems Management. https://doi.org/10.1007/S40171-021-00277-7
Shafiq, A., Ahmed, M. U., & Mahmoodi, F. (2020). Impact of supply chain analytics and customer pressure for ethical conduct on socially responsible practices and performance: An exploratory study. International Journal of Production Economics, 225. https://doi.org/10.1016/j.ijpe.2019.107571
Shamout, M. D. (2019). Does supply chain analytics enhance supply chain innovation and robustness capability? Organizacija, 52(2), 95–106. https://doi.org/10.2478/orga-2019-0007
Shamout, M. D. (2021). The nexus between supply chain analytic, innovation and robustness capability: Does firm age matter? VINE Journal of Information and Knowledge Management Systems, 51(1), 163–176. https://doi.org/10.1108/VJIKMS-03-2019-0045
Shokouhyar, S., Seddigh, M. R., & Panahifar, F. (2020). Impact of big data analytics capabilities on supply chain sustainability. World Journal of Science, Technology and Sustainable Development, 17(1), 33–57. https://doi.org/10.1108/wjstsd-06-2019-0031
Shouman, L., & Chehade, J. (2020). The Effect of Big Data Analytics on Firm Decision Making: The Case of the Lebanese Banking Sector. Lecture Notes in Business Information Processing, 395, 66–75. https://doi.org/10.1007/978-3-030-64642-4_6
Asamoah, D., Agyei-Owusu, B., management, F. A.-B.-…, & 2021, undefined. (2020). Inter-organizational systems use and supply chain performance: Mediating role of supply chain management capabilities. Elsevier. https://doi.org/10.1016/j.ijinfomgt.2020.102195
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(October 2019), 104559. https://doi.org/10.1016/j.resconrec.2019.104559
Belhadi, A., Kamble, S., Zkik, K., … A. C.-J. of C., & 2020, undefined. (n.d.). The integrated effect of Big Data Analytics, Lean Six Sigma and Green Manufacturing on the environmental performance of manufacturing companies: The case of. Elsevier.
Benzidia, S., International, N. M.-S. C. F. A., & 2020, undefined. (2020). Improving SMEs performance through supply chain flexibility and market agility: IT orchestration perspective. Taylor & Francis, 21(3), 173–184. https://doi.org/10.1080/16258312.2020.1801108
Chatterjee, S., Chaudhuri, R., & Vrontis, D. (2021). Does data-driven culture impact innovation and performance of a firm? An empirical examination. Annals of Operations Research. https://doi.org/10.1007/S10479-020-03887-Z
Ciampi, F., Demi, S., Magrini, A., Marzi, G., Business, A. P.-J. of, & 2021, undefined. (n.d.). Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation. Elsevier. https://doi.org/10.1016/j.jbusres.2020.09.023
Dalgıç, B., & Fazlıoğlu, B. (2021). Innovation and firm growth: Turkish manufacturing and services SMEs. Eurasian Business Review, 11(3), 395–419. https://doi.org/10.1007/S40821-020-00176-4
Dubey, R, Gunasekaran, A., … S. C.-… J. of P., & 2021, undefined. (2021). Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience. Taylor & Francis, 59(1), 110–128. https://doi.org/10.1080/00207543.2019.1582820
Dubey, Rameshwar, Gunasekaran, A., & Childe, S. J. (2019). Big data analytics capability in supply chain agility: The moderating effect of organizational flexibility. Management Decision, 57(8), 2092–2112. https://doi.org/10.1108/MD-01-2018-0119
Farooq, R., Vij, S., & Kaur, J. (2021). Innovation orientation and its relationship with business performance: moderating role of firm size. Measuring Business Excellence, 25(3), 328–345. https://doi.org/10.1108/MBE-08-2020-0117/FULL/HTML
Fernando, Y., Chidambaram, R. R. M., & Wahyuni-TD, I. S. (2018). The impact of Big Data analytics and data security practices on service supply chain performance. Benchmarking, 25(9), 4009–4034. https://doi.org/10.1108/BIJ-07-2017-0194
Goundar, S., & Rayani, P. (2021). Applications of Big Data in Large-and Small-Scale Systems. https://doi.org/10.4018/978-1-7998-6673-2.ch005
https, P., 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. Taylor & Francis, 59(1), 110–128. https://doi.org/10.1080/00207543.2019.1582820
Jan, B., Farman, H., Khan, M., Imran, M., … I. I.-C. & E., & 2019, undefined. (2018). Deep learning in big data analytics: a comparative study. Elsevier. https://doi.org/10.1016/j.compeleceng.2017.12.009
Kusi-Sarpong, S., Orji, I., Gupta, H., Omega, M. K.-, & 2021, undefined. (n.d.). Risks associated with the implementation of big data analytics in sustainable supply chains. Elsevier.
Mabenge, B. K., Ngorora-Madzimure, G. P. K., & Makanyeza, C. (2020). Dimensions of innovation and their effects on the performance of small and medium enterprises: the moderating role of firm’s age and size. Journal of Small Business and Entrepreneurship. https://doi.org/10.1080/08276331.2020.1725727
Mallinguh, E., Wasike, C., Financial, Z. Z.-I. J. of, & 2020, undefined. (n.d.). The business sector, firm age, and performance: The mediating role of foreign ownership and financial leverage. Mdpi.Com. https://doi.org/10.3390/ijfs8040079
Mangla, S., Raut, R., … V. N.-J. of E., & 2020, undefined. (n.d.). Mediating effect of big data analytics on project performance of small and medium enterprises. Emerald.Com.
Mariani, M., Research, S. W.-J. of B., & 2020, undefined. (n.d.). Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies. Elsevier.
Micheli, G., Cagno, E., Mustillo, G., Production, A. T.-J. of C., & 2020, undefined. (n.d.). Green supply chain management drivers, practices and performance: A comprehensive study on the moderators. Elsevier.
Ogbuke, N., Yusuf, Y., … K. D.-P. P. &, & 2020, undefined. (2020). Big data supply chain analytics: ethical, privacy and security challenges posed to business, industries and society. Taylor & Francis. https://doi.org/10.1080/09537287.2020.1810764
Saad, S. M., & Bahadori, R. (2020). Logistics capabilities measurement in the fractal supply network. International Journal of Logistics Systems and Management, 36(2), 251–281. https://doi.org/10.1504/IJLSM.2020.107388
ŞENER, İ., ERMAN, H., Sosyal, C. U.-E. Ü., & 2020, undefined. (2020). Big data of big companies: A content analysis for how ISO-500 listed firms use big-data. Dergipark.Org.Tr, 2.
Settembre-Blundo, D., González-Sánchez, R., Medina-Salgado, S., & García-Muiña, F. E. (2021). Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times. Global Journal of Flexible Systems Management. https://doi.org/10.1007/S40171-021-00277-7
Shafiq, A., Ahmed, M. U., & Mahmoodi, F. (2020). Impact of supply chain analytics and customer pressure for ethical conduct on socially responsible practices and performance: An exploratory study. International Journal of Production Economics, 225. https://doi.org/10.1016/j.ijpe.2019.107571
Shamout, M. D. (2019). Does supply chain analytics enhance supply chain innovation and robustness capability? Organizacija, 52(2), 95–106. https://doi.org/10.2478/orga-2019-0007
Shamout, M. D. (2021). The nexus between supply chain analytic, innovation and robustness capability: Does firm age matter? VINE Journal of Information and Knowledge Management Systems, 51(1), 163–176. https://doi.org/10.1108/VJIKMS-03-2019-0045
Shokouhyar, S., Seddigh, M. R., & Panahifar, F. (2020). Impact of big data analytics capabilities on supply chain sustainability. World Journal of Science, Technology and Sustainable Development, 17(1), 33–57. https://doi.org/10.1108/wjstsd-06-2019-0031
Shouman, L., & Chehade, J. (2020). The Effect of Big Data Analytics on Firm Decision Making: The Case of the Lebanese Banking Sector. Lecture Notes in Business Information Processing, 395, 66–75. https://doi.org/10.1007/978-3-030-64642-4_6