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Journal : Indonesian Journal of Electrical Engineering and Computer Science

Effective methods for employee performance assessment Himawan, Agatha Beny; Kridalukmana, Rinta; Prahasto, Toni
Indonesian Journal of Electrical Engineering and Computer Science Vol 39, No 1: July 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v39.i1.pp509-522

Abstract

This study aims to select the most effective multi-criteria decision-making method used in an employee performance appraisal system. The approach used in this study is a comparative experiment where three multi-criteria decision-making methods simple additive weighting (SAW), analytical hierarchy process (AHP), and technique for order preference similarity to an ideal solution (TOPSIS) are compared. The dataset involves 16 employees, considering input data such as work behavior scores, and performance targets (SKP). The criteria for evaluating work behavior include service quality, accountability, competence, harmony, loyalty, adaptability, collaboration, and achievement of targets. The comparison results were tested using a one-way ANOVA to evaluate whether there are significant differences among the three methods, as well as to provide supporting evidence for the conducted research. The results indicated that the SAW method provides the most accurate and relevant performance assessments while AHP yields less precise rankings as some employees received the same scores despite having different workloads. TOPSIS also produced rankings that did not accurately reflect the relative workloads. Implementing the SAW method in the employee performance information system enhances the assessment process, making it faster, more objective, transparent, and credible. Thus, SAW emerges as the most effective method for aligning performance scores with employee roles and responsibilities.
Co-Authors - Suhartono Achmad Widodo Achmad Widodo Ade Muhamad Bukhori Adian Fatchur Rochim Agatha Beny Himawan, Agatha Beny Akhmad Qashlim, Akhmad Albert Ishac Einstein Simanjuntak Alfin Angga Andreas Dwiyanto Andy Rahmawan Arif Harjanto Aris Sugiharto Bagus Sajiwo, Bagus Bahtiar Falah Benny Ardhi Subarkah Bryan Setyawan Cleves Ibrahim Akbar Darmawan, Mikhael Dixon David Titian Wiranata Dedy Kurniadi Dema Wikatama Diah Wulandari Didit Suprihanto, Didit Dio Akmal Prayoga Djoeli Satrijo Djoeli Satrijo Djoeli Satrijo Djoeli Satrijo dwi pudyastuti, dwi Dzaky Nauvalika Ramadhani Edward Rissan Girsang Endhy Priambodo Ermanu Hanindityo Fajar Nur Hidayat Felix Wahyu Utomo Fitra Nur Huda Hasyid Ahmad Wicaksono Hendrianto Hendrianto, Hendrianto I Nyoman Chandra Kusuma, I Nyoman Chandra Ibnu Agistia Dzaky Ibnu Widiyanto Irwan Budiman Irwan Budiman Ismoyo Haryanto Ismoyo Haryanto Ivan Dwi Hascaryo Ardynugraha Ivan Dwi Hascaryo Ardynugraha Joga Dharma Setiawan Jonathan Banta Putera Ketaren Juwanda, Farikhin M. Averoes Al-ghazales Makhfudz Ali Mansur Mansur Maria Agustin Mohammad Tauviqirrahman Mohammad Tauviqirrahman Muchammad Akbar Ghozali Muhammad Cordiaz, Muhammad Muhammad Yanuar Rifa Muhammad Zainal Mahfud Munadi Munadi Munadi Munadi Negara, Farrel Theodore Kusuma Neil Zefanya Yohanes Noorasheed, Willy Ojo Kurdi Ojo Kurdi Paryanto Pratama Eka Putra Sijabat Priyo Nugroho Adi Pusaka, Semerdanta Rachmat Gernowo Radhi Maladzi Randy Oktrima Putra Rifka Hana Indraswari Rifky Ismail Rinta Kridalukmana Riza Armansyah Rusnaldy Rusnaldy Stephen Owen Hizkia Susana Ayu Handayani Susilo Adi Widyanto Teguh Indra Firmansyah Tri Suratno Trismianto Asmo Sutrisno Trismianto Asmo Sutrisno Sutrisno Vincencius Gunawan, Vincencius Yoga Prasetya Yosua Wijaya Yuli Christyono