Organizational Culture and Big Data Analysis as antecedents to Swift Trust in Civil- Military relations during National Disaster Management
DOI:
https://doi.org/10.37540/njips.v7i2.175Abstract
This study investigates the inter-relational effects of Big Data Analytics (BDA) and Swift Trust (ST) on Collaborative Performance (CP) during disaster management, framed within the Chaos and Complexity Theory. It focuses on both formal and informal organizational cultures, exploring the mediating role of organizational culture on the ST-CP relationship and the moderating role of BDA on the relationships between ST, organizational culture, and CP. The study highlights the critical importance of BDA capabilities for effective collaboration, providing insights for policymakers and administrative officials. Additionally, it underscores the significance of ST creation for military and civil leadership to achieve desired collaborative outcomes. Disasters, characterized by natural chaos, necessitate swift decision-making and resource management through predictive analysis.
References
Akter, S., & Wamba, S. F. (2019). Big data and disaster management: a systematic review and agenda for future research. Annals of Operations Research, 283, 939-959. https://doi.org/10.1007/s10479-017-2584-2
Begun, J. W. (1994). Chaos and complexity: Frontiers of organization science. Journal of management inquiry, 3(4), 329-335. https://doi.org/10.1177/105649269434006
Douglas, S., Berthod, O., Groenleer, M., & Nederhand, J. (2020). Pathways to collaborative performance: examining the different combinations of conditions under which collaborations are successful. Policy and Society, 39(4), 638-658. https://doi.org/10.1080/14494035.2020.1769275
Dubey, R., Gunasekaran, A., Childe, S. J., Roubaud, D., Wamba, S. F., Giannakis, M., & Foropon, C. (2019). Big data analytics and organizational culture as complements to swift trust and collaborative performance in the humanitarian supply chain. International Journal of Production Economics, 210, 120-136. https://doi.org/10.1016/j.ijpe.2019.01.023
Dubey, R., Gunasekaran, A., & Papadopoulos, T. (2019). Disaster relief operations: Past, present and future. Annals of Operations Research, 283, 1-8. https://doi.org/10.1007/s10479-019-03440-7
Feaver, P. (2017). Civil–military relations and policy: a sampling of a new wave of scholarship. Journal of Strategic Studies, 40(1-2), 325-342. https://doi.org/10.1080/01402390.2016.1254938
Gazley, B., & Guo, C. (2020). What do we know about nonprofit collaboration? A systematic review of the literature. Nonprofit Management and Leadership, 31(2), 211-232. https://doi.org/10.1002/nml.21433
Gupta, S., Altay, N., & Luo, Z. (2019). Big data in humanitarian supply chain management: a review and further research directions. 283(1), 1153-1173. Annals of Operations Research, 283(1), 1153-1173. https://doi.org/10.1007/s10479-017-2671-4
Joosse, H., & Teisman, G. (2021). Employing complexity: complexification management for locked issues. Public Management Review, 23(6), 843-864. https://doi.org/10.1080/14719037.2019.1708435
Kalkman, J. P., & Groenewegen, P. (2019). On frontline workers as bureau-political actors: The case of civil–military crisis management. Administration & Society, 51(7), 1148-1170. https://doi.org/10.1177/0095399718780581
Kamble, S. S., & Gunasekaran, A. (2020). Big data-driven supply chain performance measurement system: a review and framework for implementation. International journal of production research, 58(1), 65-86. https://doi.org/10.1080/00207543.2019.1630770
Kerdpitak, C., Somjai, S., Aeknarajindawat, N., & Thongrawd, C. (2019). Collaborative performance and swift trust in tourism industry of Thailand: Role of big data analytics capability and external supply chain management. International Journal of Supply Chain Management, 8(5), 610. https://core.ac.uk/download/pdf/237015981.pdf
Klijn, E. H. (2008). Complexity theory and public administration: What's new? Key concepts in complexity theory compared to their counterparts in public administration research. public management review, 10(3), 299-317. https://doi.org/10.1080/14719030802002675
Mbengue, P., Ondracek, J., Saeed, M., & Bertsch, A. (2018). Management and Chaos Theory, Complexity Theory, and Self-organizing Systems Theory. Asia Pacific Journal of Research in Business Management, 9(3), 1-15.
McLaren, M., & Loosemore, M. (2019). Swift trust formation in multi-national disaster project management teams. International Journal of Project Management, 37(8), 979-988. https://doi.org/10.1016/j.ijproman.2019.09.003
Modgil, S., Singh, R. K., & Foropon, C. (2022). Quality management in humanitarian operations and disaster relief management: A review and future research directions. Annals of operations research, 1-54. https://link.springer.com/article/10.1007/s10479-020-03695-5
Ortegón‐Monroy, M. C. (2003). Chaos and complexity theory in management: an exploration from a critical systems thinking perspective. Systems Research and Behavioral Science: The Official Journal of the International Federation for Systems Research, 20(5), 387-400. https://doi.org/10.1002/sres.566
Öztürk, Z., & Kızılkaya, S. (2017). CHAOS-COMPLEXITY THEORY AT MANAGEMENT. International Online Journal of Education & Teaching, 4(3).
Prakash, C., Besiou, M., Charan, P., & Gupta, S. (2020). Organization theory in humanitarian operations: a review and suggested research agenda. Journal of Humanitarian Logistics and Supply Chain Management, 10(2), 261-284. https://doi.org/10.1108/JHLSCM-08-2019-0051
Qian, L., Wang, Y., & Yang, P. (2020). Do control mechanisms always promote collaborative performance: the role of formal institutions and business ties. Journal of Business & Industrial Marketing, 35(11), 1871-1886. https://doi.org/10.1108/JBIM-07-2019-0342
Schiffling, S., Hannibal, C., Fan, Y., & Tickle, M. (2020). Coopetition in temporary contexts: Examining swift trust and swift distrust in humanitarian operations. International Journal of Operations & Production Management, 40(9), 1449-1473. https://doi.org/10.1108/IJOPM-12-2019-0800
Slade Shantz, A. F., Kistruck, G. M., Pacheco, D. F., & Webb, J. W. (2020). How formal and informal hierarchies shape conflict within cooperatives: A field experiment in Ghana. Academy of Management Journal, 63(2), 503-529. https://doi.org/10.5465/amj.2018.0335
Tatham, P., & Rietjens, S. (2016). Integrated disaster relief logistics: a stepping stone towards viable civil–military networks? Disasters, 40(1), 7-25. https://doi.org/10.1111/disa.12131
Wang, H., Lu, W., Söderlund, J., & Chen, K. (2018). The interplay between formal and informal institutions in projects: A social network analysis. Project Management Journal, 49(4), 20-35. https://doi.org/10.1177/8756972818781629
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