Implementasi Metode Scrum–AHP dalam Mendukung Pengambilan Keputusan Pengembangan Produk Baru
DOI:
https://doi.org/10.70716/reswara.v4i2.549Keywords:
new product development, scrum - analytical hierarchy process, agile manufacturing, backlog prioritization, FMCGAbstract
The fast-moving consumer goods (FMCG) industry is facing rapid market changes so companies are required to accelerate the process of developing new products and improve the quality of decision-making. At PT XYZ, delays in backlog prioritization, cross-functional conflicts, and the lack of an objective prioritization mechanism caused several NPD projects to experience delays in launch. This study aims to identify the causes of backlog decision-making delays, determine cross-functional priority criteria, and design a Scrum-AHP-based backlog prioritization model in the FMCG industry. The research uses a sequential exploratory mixed method approach through interviews, focus group discussions, observations, and analysis of the Analytical Hierarchy Process (AHP) integrated with Scrum practice. The results show that project delays are mainly caused by priority conflicts between functions, repetitive revisions of needs, and unstructured prioritization processes. The research also produced five main priority criteria, namely market potential, technical feasibility, manufacturing readiness, investment requirement, and strategic alignment, with market potential as the highest weighted criterion. The implementation of the Scrum–AHP model has been proven to increase the transparency of backlog priorities, strengthen cross-functional collaboration, and accelerate the decision-making process in NPD activities. In addition, this model improves team coordination and reduces repetitive priority conflicts between departments. This study concludes that the Scrum–AHP model can support more effective and adaptive management of NPD in the FMCG industry while minimizing the risk of product launch delays.
References
Abbasi, S., Sicakyuz, C., Santibanez Gonzalez, E. D. R., & Ghasemi, P. (2024). A Systematic Literature Review of Logistics Services Outsourcing. Heliyon, 10(13), e33374. https://doi.org/10.1016/j.heliyon.2024.e33374
AL-Ta’ani, R. H., & Razali, R. (2013). Prioritizing requirements in agile development: A conceptual framework. Procedia Technology, 11, 733–739. https://doi.org/10.1016/j.protcy.2013.12.101
Cocchi, N., Dosi, C., & Vignoli, M. (2024). Stage-Gate Hybridization Beyond Agile: Conceptual Review, Synthesis, and Research Agenda. IEEE Transactions on Engineering Management, 71, 6435–6453. https://doi.org/10.1109/TEM.2023.3282269
Cooper, R. G. (2019). Winning at New Products: Creating Value Through Innovation. Basic Books.
Cooper, R. G., & Furst, P. (2023). Agile Development in Manufacturing Companies: Best Practices and Pitfalls. IEEE Engineering Management Review, 51(4), 65–76. https://doi.org/10.1109/EMR.2023.3304792
Cooper, R. G., & Sommer, A. F. (2016). Agile–Stage-Gate: New idea-to-launch method for manufactured new products is faster, more responsive. Industrial Marketing Management, 59, 167–180. https://doi.org/10.1016/j.indmarman.2016.10.006
Cooper, R. G., & Sommer, A. F. (2018). Agile-Stage-Gate for manufacturers. Research-Technology Management, 61(2), 17–26. https://doi.org/10.1080/08956308.2018.1421380
Denning, S. (2018). The Age of Agile: How Smart Companies Are Transforming the Way Work Gets Done. AMACOM.
Kassab, M., & Kilicay-Ergin, N. (2015). Applying analytical hierarchy process to system quality requirements prioritization. Innovations in Systems and Software Engineering, 11, 303–312. https://doi.org/10.1007/s11334-015-0260-4
Leite, M., & Braz, V. (2016). Agile manufacturing practices for new product development: Industrial case studies. Journal of Manufacturing Technology Management, 27(4), 560–576. https://doi.org/10.1108/JMTM-09-2015-0073
Malik, M., & Orr, S. (2022). A Configurational Examination of Agile Development as a Sociotechnical System. Industrial Marketing Management, 104, 325–339. https://doi.org/10.1016/j.indmarman.2022.05.003
Michalides, M., Bursac, N., Nicklas, S. J., Weiss, S., & Paetzold, K. (2023). Analyzing Current Challenges on Scaled Agile Development of Physical Products. Procedia CIRP, 119, 1188–1197. https://doi.org/10.1016/j.procir.2023.02.188
Muller, J., Pendzik, M., Schock, M., Albers, A., & Paetzold-Byhain, K. (2024). Development of a Methodology Profile Based on the Current Maturity Level of Agile Development in Mechatronic Product Engineering. 153–162. https://doi.org/10.35199/NORDDESIGN2024.17
Palsodkar, M. A., Nagare, M. R., & Narwane, V. S. (2024). Exploratory Analysis of Factors Influencing Agile New Product Development Adoption in Manufacturing Industries. International Journal of Innovation and Technology Management, 21(3). https://doi.org/10.1142/S0219877024500214
Rigby, D. K., Sutherland, J., & Takeuchi, H. (2016). Embracing Agile. Harvard Business Review, 94(5), 40–50.
Saaty, T. L. (1980). The Analytic Hierarchy Process. McGraw-Hill.
Saaty, T. L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences, 1(1), 83–98. https://doi.org/10.1504/IJSSCI.2008.017590
Saeeda, H., Dong, J., Wang, Y., & Abid, M. A. (2023). Enhancing Requirements Change Request Categorization and Prioritization in Agile Software Development Using Analytic Hierarchy Process (AHP). International Journal on Recent and Innovation Trends in Computing and Communication, 11(5), 89–98.
Schwaber, K., & Sutherland, J. (2020). The Scrum Guide: The Definitive Guide to Scrum: The Rules of the Game. https://scrumguides.org/
Selection of software agile practices using Analytic hierarchy process. (2024). PLoS ONE, 19(1). https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10756957/
Sommer, A. F., Hedegaard, C., Dukovska-Popovska, I., & Steger-Jensen, K. (2015). Improved product development performance through agile/stage-gate hybrids: The next-generation stage-gate process? Research-Technology Management, 58(1), 34–45. https://doi.org/10.5437/08956308X5801236
Vasudevan, M., & Kumar, B. S. (2024). Optimizing new product development: The role of cross-functional collaboration and leadership practices. Journal of Information Systems Engineering and Management, 19, 41–55. https://doi.org/10.52783/jisem.v10i19s.2973
Verwijs, C., & Russo, D. (2023). A Theory of Scrum Team Effectiveness. ACM Transactions on Software Engineering and Methodology, 32(3), 74. https://doi.org/10.1145/3571849
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