An Integrated Safety Stock and Net Promoter Score System for Inventory and Customer Loyalty
DOI:
https://doi.org/10.29408/edumatic.v10i1.33557Keywords:
customer loyalty, inventory management, net promoter score, safety stock, sales information systemsAbstract
Manual and separate inventory management and customer loyalty monitoring often lead to information delays, record-keeping errors, low operational efficiency, and an unmonitored relationship between stock availability and customer perception. The aim of our research was to develop a web-based sales and loyalty information system that integrates Safety Stock and Net Promoter Score (NPS) methods into a single decision support framework. Our research is a study of system development using the Waterfall model, which includes the stages of requirements analysis, system design, implementation, testing, and maintenance, supported by use cases and activity diagrams. The findings of this study are an integrated system that is able to calculate minimum stock levels, safety stocks, risk of stock-outs, and display real-time NPS visualizations. The test results obtained through black box testing on system access, inventory processing, and NPS reporting show that all key functions are running well and to specification. The implications of this study suggest that the proposed system can improve inventory accuracy, reduce the risk of stock shortages, improve operational efficiency, and support objective, responsive, and sustainable managerial decision-making for small and medium-sized distributors through an integrated and reliable information system.
References
Anis, Y., Wahyudi, E. N., & Kurniawan, H. C. (2024). Waterfall Method in Inventory System Development to Improve Inventory Management Efficiency. Journal of Business Information Technology and Systems, 6(2), 329–338. https://doi.org/10.47233/jteksis.v6i2.1351
Anwar, M., & Tanti, L. (2023). Application of the Oreste Method in a Web-Based Decision Support System for the Appointment of Supervisors. JID (Journal of Digit Information), 1(3), 1114–1128.
Asrin, F., & Utami, G. V. (2023). Implementing Website-Based School Information Systems in Public Elementary Schools Using Waterfall Model. Journal of Information Systems and Informatics, 5(2), 590–614. https://doi.org/10.51519/journalisi.v5i2.495
Bnurs, C. A., Bpharm, R. W., & Hons, R. H. (2022). The ultimate question ? Evaluating the use of Net Promoter Score in healthcare : A systematic review. Journal Health Expectations, 25(5), 2328–2339. https://doi.org/10.1111/hex.13577
Felix, A., Sutrisno, J., & Yurisca, D. (2025). Operational Management and Digital Transformation at Zalora: Implications for Customer Loyalty in the North Jakarta Region. Journal of Industrial Engineering and Operation Management, 08(01), 203–213.
Hasni, M. J. S., Lucia, M. Della, & Erica, S. (2025). Transformative service research for human well-being : contextual challenges, place-based framework and SDGs. Journal of Services Marketing, 10(39), 195–214. https://doi.org/10.1108/JSM-01-2025-0001
Hogreve, J., Iseke, A., & Derfuss, K. (2022). The Service-Profit Chain: Reflections, Revisions, and Reimaginations. Journal of Service Research, 25(3), 460–477. https://doi.org/10.1177/10946705211052410
Hu, M., Jiang, S., & Huo, B. (2023). The impacts of supply visibility and demand visibility on product innovation: the mediating role of supply chain integration. The International Journal of Logistics Management, 35(2), 456–482. https://doi.org/10.1108/IJLM-01-2021-0033
Irawan, Y., Aji, R., & Susanti, N. (2023). Product Stock Monitoring Information System with Safety Stock and Reorder Point Methods at CV Alief Jaya. Journal of Information Technology Economics, 4(2), 128–139.
Jehalut, F. (2023). Conceptual Framework of the Theory of Technological Determinism. SAKTI VISION: Journal of Creative and Innovative Industries, 1(1), 37–47. https://doi.org/10.61696/visisakti.v1i1.136
Khokhar, M., Zia, S., Khan, S. A., Saleem, S. T., Siddiqui, A. A., & Abbas, M. (2023). Decision Support System for Safety Stock and Safety Time Buffers in Multi-Item Single-Stage Industrial Supply Chains. International Journal of Information Systems and Social Change, 14(1), 1–13. https://doi.org/10.4018/IJISSC.324933
Manurung, R., & Sinaga, R. (2023). Decision Support System for Assessing Community Satisfaction with Services on CV. Oceanic glofacia uses the Oreste method. Journal of Computer Science and Information Systems, 1(1), 1–7. https://doi.org/10.61674/jursakomsi.v1i1.1
Nalatissifa, H., Maulidah, N., Fauzi, A., Supriyadi, R., & Diantika, S. (2023). Design and Build a Website-Based Library Information System at SMK Negeri 1 Bumijawa. JATI (Informatics Engineering Student Journal), 7(1), 26–32. https://doi.org/10.36040/jati.v7i1.6000
Putri, N., Amrita, L., Zulfa, A., Mahendra, D., & Minardi, J. (2024). Efficiency of stock inventory management using the safety stock method at the feet of the Jepara dragon. Journal of Information Systems and Computers, 4(2), 83–86. https://doi.org/10.34001/jister.v4i2.1221
Rada, R. A., Anwar, N., Hussein, A. I., & Aly, R. H. M. (2025). Optimizing Energy Management in Hybrid Systems : A Case Study on PV, Battery, and Hydrogen Electrolysis. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 13(4), 936–951. https://doi.org/10.52549/ijeei.v13i4.7173
Sari, M., Rachman, H., Astuti, N. J., Afgani, M. W., & Abdullah, R. (2023). Explanatory Survey in Quantitative Descriptive Research Methods. Journal of Science and Computer Education, 3(1), 10–16. https://doi.org/10.47709/jpsk.v3i01.1953
Sihotang, J. (2023). Optimization of Inventory Ordering Decision in Retail Business using Exponential Smoothing Approach and Decision Support System. International Journal of Mechanical Computational and Manufacturing Research, 12(2), 46–52. https://doi.org/10.35335/computational.v12i2.121
Tarigan, N. L. L., Wijaya, P. S. M., Wahyuni, Y., & Sulistyowati, E. (2024). Analysis of Generation Z Consumer Loyalty Level to Marketplace in Indonesia Using the NPS (Net Promoter Score) Method. Journal of Mantra: Strategic Management, 1(1), 21–34. https://doi.org/10.30588/jmt.v1i01.1222
Taufiq, M. B., Setiawan, R. R., & Irawan, Y. (2025). Penerapan Metode Safety Stock dan ROP pada Sistem Informasi Inventory Coffee Shop Kava Kudus Implementation of Safety Stock and ROP Methods in the Inventory Information System of Kava Kudus Coffee Shop. Systematic: Journal of Information Systems, 14(6), 2724–2737. https://doi.org/10.32520/stmsi.v14i6.5541
Yusuf, A. M., & Soediantono, D. (2022). Supply Chain Management and Recommendations for Implementation in the Defense Industry: A Literature Review. International Journal of Social and Management Studies (IJOSMAS), 3(3), 63–77.
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