Application of the Key Performance Indicator Method in an Employee Information System
DOI:
https://doi.org/10.63158/journalisi.v8i1.1439Keywords:
Information Systems, Key Performance Indicators (KPI), Human Resource Management, Performance Appraisal, Web-based SystemAbstract
The rapid development of information technology has significantly encouraged the integration of information systems in human resource management to enhance efficiency, effectiveness, and objectivity. However, performance appraisal systems that lack standardized indicators can lead to subjectivity and inconsistency, impacting employee productivity and managerial decision-making. This study proposes a web-based Personnel Management Information System (PMIS) that integrates Key Performance Indicators (KPIs) to provide an objective and measurable performance evaluation system. The system design incorporates KPIs, weights, and targets, supported by a structured, transparent process for performance assessments. The system was implemented at PT Kebon Agung Trangkil, a sugar industry company, to improve employee performance evaluations and managerial decision-making. This research adopts the Waterfall system development method and includes a User Acceptance Test (UAT) with 15 respondents, achieving an 88% acceptance rate. The results indicate that the developed system improves assessment efficiency, reduces subjectivity, and supports more transparent decision-making. The study concludes with recommendations for expanding the system’s capabilities and improving KPI validation through formal methods.
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[1] R. Lutfiyah, C. S. P. Septriani, Y. S. Syabilla, K. Tasya, and T. Darmansah, "Implementation of Management Information Systems and Human Resource Challenges in Improving Office Operational Effectiveness," J. Multidisciplinary Academic Science., vol. 2, no. 4, pp. 164–170, 2025.
[2] R. Y. Sukmawati and N. W. S. Puspitadewi, "The Effectiveness of Performance Appraisal on Employee Productivity Levels," Character J. Researcher. Psychologist. |, vol. 12, no. 01, pp. 254–261, 2025.
[3] S. N. E. Putri, A. S. Saputro, R. D. Trisnawati, I. Melfina, and A. D. Limantara, "Analysis Of Employee Performance Using The Key Performance Indicators (KPI) Method to Improve The Quality of Employee Work At Richeese Factory Kediri," Simp. Manaj. and Business IV Progr. Stud. Manaj. - FEB UNP Kediri, vol. 4, pp. 1570–1574, 2025.
[4] N. C. L. S. E. M. M. CPHCM, S. E. M. S. Asiani Sijabat, and S. E. M. S. Saleh Tutupoho, Performance Management and Appraisal. Takaza Innovatix Labs, 2025.
[5] M. Aditya, S. Sundari, and M. Pakpahan, "The Influence of Key Performance Index on Employee Motivation and Performance," Masman Master Manaj., vol. 2, no. 1, 2024.
[6] C. A. Wijaya, Fathorrahman, and T. Pradiani, "The Concept of Key Performance Indicators, Financial Compensation, and Awards: Boosting Employee Performance," J. Trends Econ. Account. Res., vol. 4, no. 1, pp. 36–45, 2023, doi: 10.47065/jtear.v4i1.850.
[7] R. Sholikha and W. E. Pujianto, "Performance Assessment Of Production Employees Based On Key Performance Indicators (KPI)," J. Ilm. Management, Ekon. and Business, vol. 2, pp. 12–21, 2023.
[8] A. Irmawan, S. F. Hamka, and Ruliati, "Performance Analysis of Electronic Attendance System in the Implementation of TPP Policy Using the IT Balanced Scorecard Method," semanTIK, vol. 10, no. 2, pp. 84–93, 2024.
[9] S. F. Ula, "Personnel Information System of the Education Office using the Waterfall Method," J. Tek. Inform. Unika St. Thomas, vol. 05, no. 21, pp. 403–411, 2021.
[10] R. R. H. Setyodewi, M. W. Widiarti, and M. Y. Fathoni, "Performance Assessment Using Key Performance Indicator Method on SAP Data Input," J. Business and Management., vol. 3, no. 2, 2023.
[11] A. F. Alkhwaldi, B. Alobidyeen, A. A. Abdulmuhsin, and M. Al-Okaily, “Investigating the antecedents of HRIS adoption in public sector organizations: integration of UTAUT and TTF,” Int. J. Organ. Anal., vol. 31, no. 7, pp. 3251–3274, Sep. 2022, doi: 10.1108/IJOA-04-2022-3228.
[12] D. Makaminan, S. Setiatin, and F. Abdussalaam, "Development Of A Claim Reporting Application Based On Polyclinic On The Ina- Cbg's System Using The Rad Method At ' X,'" J. Techno. Inf. and Computing Science., vol. 12, no. 6, pp. 1487–1496, 2025.
[13] A. Oktarino et al., Information Systems Project Management Concept. CV. Gita Lentera, 2024.
[14] C. S. Saputri and Zulkarnain, "The Impact of Information Technology on the Audit Process: Information Technology," J. Tek. Machinery, Ind. Electrical and Inform., vol. 3, no. 1, pp. 25–38, 2023, doi: 10.55606/jtmei.v3i1.3206.
[15] R. D. Gunawan, F. Ariany, and N. Novriyadi, "Implementation of the SAW Method in the Decision Support System for Paper Plano Elections," J. Artif. Intell. Technol. Inf., vol. 1, no. 1, pp. 29–38, 2023, doi: 10.58602/jaiti.v1i1.23.
[16] R. A. Prasetio and C. Cuhenda, "Designing a Laravel-Based Project Monitoring and Evaluation System for the Optimization of Project Management of PT. Inkaba (Perseroda)," J. Inform. and Technology. Educators., vol. 5, no. 1, pp. 44–53, 2025, doi: 10.59395/jitp.v5i1.126.
[17] F. Asrin and G. V. Utami, “Implementing Website-Based School Information Systems in Public Elementary Schools Using Waterfall Model,” J. Inf. Syst. Informatics, vol. 5, no. 2, pp. 590–614, 2023, doi: 10.51519/journalisi.v5i2.495.
[18] wafiq L. Pradana and A. Wibowo, "Implementation of Agile And Waterfall Methods In A Web-Based Admission System For Streamlined Registration And Communication," J. Inovtek Polbeng - Seri Inform., vol. 10, no. 1, pp. 504–513, 2025.
[19] B. M. Esiefarienrhe and T. J. Moemi, “UML Design of Business Intelligence System for Small- Scale Enterprises,” J. Syst. Informatics, vol. 6, no. 1, pp. 495–513, 2024, doi: 10.51519/journalisi.v6i1.672.
[20] I. Yuniati, Purwanto, and I. Cahyani, "Design of A Web-Based Employee Performance Appraisal System At The Banjarnegara Pejawaran Health Center," J. Servant. Mass. - Technology. Digit. Indonesian., vol. 4, no. 1, pp. 9–27, 2025, doi: 10.26798/jpm.v4i1.1514.
[21] M. Soltanifar, “A New Interval for Ranking Alternatives in Multi Attribute Decision Making Problems,” J. Appl. Res. Ind. Eng., vol. 11, no. 1, pp. 37–56, 2024, doi: 10.22105/jarie.2022.339957.1467.
[22] A. Yaqien and V. Arinal, "Implementation of Employee Performance Measurement Information System at PT Hetra Vexa Group with Key Performance Indicator Approach," J. Indonesia. Manaj. Inform. and Commun., vol. 7, no. 1, pp. 32–46, 2026.
[23] A. P. Bungsu, B. Sarinauli, and N. Sa'adah, "Implementation Of Balance Score Card As A Performance Measurement of Employees of SD IT Muhammadiyah Bireuen," Taroa J. Pengabdi. Mass., vol. 4, pp. 196–207, 2025.
[24] A. D. Syazwina and A. Ikhwan, "Development of Knowledge Management System for Improving Employee Understanding at the Medan City Regional Planning and Development Agency," J. Inovtek Polbeng - Seri Inform., pp. 203–213, 2024.
[25] N. Aynullutfihana et al., "E-Posyandu Based on Google Cloud SQL and WhatsApp Notifications for Health Monitoring in Tunggulpandean Village," J. Educator. and Technology. Indonesian., vol. 5, no. 5, pp. 1327–1343, 2025.
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