Performance Evaluation of Employees and Leaders Using the Analytical Hierarchy Process

Authors

  • Luthfi Daffa Hadi Pratama Sebelas Maret University
  • Renny Rochani Sebelas Maret University

DOI:

https://doi.org/10.61722/jirs.v3i2.11272

Keywords:

Performance Evaluation, Company, Analytical Hierarchy Process (AHP), Leadership, Employee Performance, Decision Making

Abstract

Purpose – This study aims to develop a structured and objective performance evaluation system for employees and leaders in a company using the Analytical Hierarchy Process (AHP) method. Design/methodology/approach – This research employs a quantitative approach. Data were collected through pairwise comparison questionnaires using the Saaty (1990) scale, which were developed based on the Analytical Hierarchy Process (AHP) method. Respondents were selected using purposive sampling. The collected data were then analyzed to determine the priority weights of each criterion and to assess the consistency of respondents’ judgments. The study was conducted at Cahaya Prima 83 company in Indonesia. Findings – The results show that AHP effectively determines the priority weights of performance evaluation criteria. For employees, the key criteria include attendance, attitude, discipline, and responsibility. For leaders, the criteria include leadership, decision-making, fairness, and responsibility. The method produces a structured ranking system that enhances objectivity and transparency in performance evaluation. Practical implications – The implementation of AHP provides companies with a systematic and reliable decision-making tool for evaluating employees and leaders, which can improve motivation, productivity, and overall organizational performance. Originality/value – This study contributes to the performance management literature by integrating employee and leader evaluation simultaneously using AHP within a company context, which remains relatively underexplored..

References

Abu Ghazaleh, M., & Zabadi, A. M. (2020). Promoting a revamped CRM through Internet of Things and Big Data: an AHP-based evaluation. International Journal of Organizational Analysis, 28(1), 66–91. https://doi.org/10.1108/IJOA-12-2018-1602

Abu Ghazaleh, M., & Zabadi, A. M. (2020). Promoting a revamped CRM through Internet of Things and Big Data: an AHP-based evaluation. International Journal of Organizational Analysis, 28(1), 66–91. https://doi.org/10.1108/IJOA-12-2018-1602

Belsito, C. A., & Reutzel, C. R. (2020). SME employee performance appraisal formalization and trust in leadership change. International Journal of Organizational Analysis, 28(2), 434–456. https://doi.org/10.1108/IJOA-07-2019-1832

Chang, T. S., & Hsieh, Y. C. (2024). Applying the analytic hierarchy process for investigating key indicators of responsible innovation in the Taiwan software service industry. Technology in Society, 78, 102690. https://doi.org/10.1016/j.techsoc.2024.102690

Chen, P., Kee, D. M. H., Tao, X., & Xiao, Y. (2025). Responsible leadership and employee creativity: a moderated mediation model based on social cognitive and situational strength theories. BMC psychology, 13(1), 757. https://doi.org/10.1186/s40359-025-03110-3

da Silva, F. A., Vivoni, A. M., Gomes, H. M., Oliveira, L. A. dos S., Sant’Anna, A. P., & Gavião, L. O. (2019). A risk analysis model for biosecurity in Brazil using the Analytical Hierarchy Process (AHP). Standards, 5(1), 2. https://doi.org/10.3390/standards5010002 https://doi.org/10.52431/ushuly.v2i2.2090 https://doi.org/10.38035/jkmt.v1i4

Dhoopar, A., Sihag, P., Kumar, A., & Suhag, A. K. (2022). Organizational resilience and employee performance in COVID-19 pandemic: the mediating effect of emotional intelligence. International Journal of Organizational Analysis, 30(1), 130–155. https://doi.org/10.1108/IJOA-06-2020-2261

Fridan, A. A. A., & Maamari, B. E. (2024). Impact of organizational positive and negative culture on employee performance. International Journal of Organizational Analysis, 32(9), 1850–1869. https://doi.org/10.1108/IJOA-05-2023-3778

Jeon, D., & Jeong, J. (2024). Does performance appraisal fairness alleviate police officers’ organizational silence?-Considering the moderating effect of trust. International Journal of Law, Crime and Justice, 79, 100703 https://doi.org/10.1016/j.ijlcj.2024.100703

Karim, D. N., Hossain, M. M., Chowdhury, S. P., Al Karim, R., Rahman, M. H. A., & Rahman, M. S. (2024). Linking performance appraisal fairness and performance feedback to bankers’ extra-role customer service behavior: A serial multiple mediation model. Social Sciences & Humanities Open, 10, 100956. https://doi.org/10.1016/j.ssaho.2024.100956 https://doi.org/10.1016/j.ssaho.2025.101999

Khushk, A., Zhiying, L., Yi, X., & Zhang, X. (2025). Navigating human-AI dynamics: implications for organizational performance. International Journal of Organizational Analysis, 33(5), 1293–1311. https://doi.org/10.1108/IJOA-04-2024-4456

Mohammed, A. A., & AL-Abrrow, H. (2023). The impact of empowering and transformational leadership on organizational performance and innovation: the mediating role of shared leadership and moderating role of organizational culture in the Iraqi healthcare sector. International Journal of Organizational Analysis, 31(7), 3532–3552. https://doi.org/10.1108/IJOA-08-2022-3380

Nguyen, N. T. T., Nguyen, P. V., Nguyên, K. T. T., & Huynh, H. T. N. (2026). Leveraging sustainable performance through government policy and green human resource management: the interplay of green transformational leadership and employee commitment. International Journal of Organizational Analysis, 34(1), 283–306. https://doi.org/10.1108/IJOA-12-2024-5096

Raj, G., & Krishnan, T. N. (2025). Research on leadership potential: where are we and where should we be heading? International Journal of Organizational Analysis, 33(10), 3528–3561. https://doi.org/10.1108/IJOA-04-2024-4470

Robson, A. Justice in Leadership. J Bus Ethics 204, 183–197 (2026). https://doi.org/10.1007/s10551-025-06102-w

Rodi, W. N. W., Che-Ani, A. I., Norazman, N., Kamaruzzaman, S. N., & Chohan, A. H. (2022). Prioritizing green building attributes on conventional office building rental depreciation using analytic hierarchy process (AHP). Buildings, 12(8), 1169. https://doi.org/10.3390/buildings12081169

Saaty, T. L. (1990). How to make a decision. International Series in Operations Research and Management Science, 175, 1–21. https://doi.org/10.1016/0377-2217(90)90057-I https://doi.org/10.3390/economies9010015

Shah, A. K., Shukla, A., & Rao, P. K. (2025). Evaluating employee performance in the Indian manufacturing sectors: identifying critical success factors. International Journal of Organizational Analysis, 33(10), 3562–3586. https://doi.org/10.1108/IJOA-09-2024-4812

Zaid, A. A., Saleh, Y., & Tomeh, A. J. (2025). Identifying the success factors for TQM implementation among automotive spare parts companies using analytic hierarchy process (AHP): evidence from Palestine. International Journal of Organizational Analysis, 33(4), 743–762. https://doi.org/10.1108/IJOA-02-2024-4252

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Published

2026-06-30

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