Employee Performance Assessment using Analytical Network Process and Rating Scale

Authors

  • Riska Septifani Teknologi Industri Pertanian, Fakultas Teknologi Pertanian, Universitas Brawijaya Malang, Indonesia http://orcid.org/0000-0002-0653-0067
  • Panji Deoranto Teknologi Industri Pertanian, Fakultas Teknologi Pertanian, Universitas Brawijaya Malang, Indonesia
  • Tiyas Widya Armanda Teknologi Industri Pertanian, Fakultas Teknologi Pertanian, Universitas Brawijaya Malang, Indonesia

DOI:

https://doi.org/10.22219/JTIUMM.Vol21.No1.70-79

Keywords:

Employee performance, Performance assessment, ANP, Rating scale

Abstract

Employee performance assessment is an essential aspect of a company. This study aims to assess employee performance based on Analytical Network Process (ANP)  and rating scale. ANP was employed to determine the importance of the criteria. Meanwhile,  the rating scale was used to analyze the results of the employee performance assessment. The results of the study showed the weights of the criteria. The highest to lowest weights in sequence included the skills to carry out tasks, job performance, ability to cooperate, employment relationship, and personality. Based on the assessment of fifty-three employees of HRD and Corporate Secretary and General Counsel Department, one employee showed outstanding performance, four employees exemplified high performance, forty-five employees met the standard performance, and three employees had low performance.

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References

[1] J. A. Gruman and A. M. Saks, "Performance management and employee engagement," Human Resource Management Review, vol. 21, pp. 123-136, 2011. https://doi.org/10.1016/j.hrmr.2010.09.004.

[2] H. Melander Bowden and E. Sandlund, "Knowledge talk in performance appraisal interviews," Learning, Culture and Social Interaction, vol. 21, pp. 278-292, 2019. https://doi.org/10.1016/j.lcsi.2019.03.012.

[3] S. Apak, S. Gümüş, G. Öner, and H. G. Gümüş, "Performance Appraisal and a Field Study," Procedia - Social and Behavioral Sciences, vol. 229, pp. 104-114, 2016. https://doi.org/10.1016/j.sbspro.2016.07.119.

[4] M. Alefari, A. M. Fernández Barahona, and K. Salonitis, "Modelling manufacturing employees' performance based on a system dynamics approach," Procedia CIRP, vol. 72, pp. 438-443, 2018. https://doi.org/10.1016/j.procir.2018.03.161.

[5] C. Zehir, H. Yıldız, M. Köle, and D. Başar, "Superior Organizational Performance through SHRM Implications, Mediating Effect of Management Capability: An Implementation on Islamic Banking," Procedia - Social and Behavioral Sciences, vol. 235, pp. 807-816, 2016. https://doi.org/10.1016/j.sbspro.2016.11.089.

[6] L. Hui and G. Qin-xuan, "Procedia Earth and Planetary Science Performance appraisal : what ’ s the matter with you ?," PROEPS, vol. 1, pp. 1751-1756, 2009. https://doi.org/10.1016/j.proeps.2009.09.268.

[7] R. A. Sari, R. Yuniarti, and F. R. N. Safitri, "Evaluasi Kinerja Perusahaan Berdasarkan Perspektif Organisasi, Proses, dan Staf Berbasis AHP dan OMAX," Jurnal Teknik Industri, vol. 19, p. 49, 2018. https://doi.org/10.22219/jtiumm.vol19.no1.52-60.

[8] C. Kurniawan, A. Mubin, and H. M. Kholik, "Perancangan Integrated Environmental Performance Measurement System Di Rumah Sakit," Jurnal Teknik Industri, vol. 18, p. 9, 2017. https://doi.org/10.22219/jtiumm.vol18.no1.9-18.

[9] O. Olubiyi, G. Smiley, H. Luckel, and R. Melaragno, "A qualitative case study of employee turnover in retail business," Heliyon, vol. 5, p. e01796, 2019. https://doi.org/10.1016/j.heliyon.2019.e01796.

[10] R. de Reuver, K. Van de Voorde, and S. Kilroy, "When do bundles of high performance work systems reduce employee absenteeism? The moderating role of workload," International Journal of Human Resource Management, vol. 0, pp. 1-21, 2019. https://doi.org/10.1080/09585192.2019.1616594.

[11] S. Park, "Motivating raters through work design: Applying the job characteristics model to the performance appraisal context," Cogent Psychology, vol. 4, pp. 1-13, 2017. https://doi.org/10.1080/23311908.2017.1287320.

[12] Z. Ibrahim, A. Ismail, N. A. K. Mohamed, and N. S. M. Raduan, "Association of Managers’ Political Interests towards Employees’ Feelings of Distributive Justice and Job Satisfaction in Performance Appraisal System," Procedia - Social and Behavioral Sciences, vol. 224, pp. 523-530, 2016. https://doi.org/10.1016/j.sbspro.2016.05.429.

[13] X. Islami, E. Mulolli, and N. Mustafa, "Using Management by Objectives as a performance appraisal tool for employee satisfaction," Future Business Journal, vol. 4, pp. 94-108, 2018. https://doi.org/10.1016/j.fbj.2018.01.001.

[14] E. Arnăutu and I. Panc, "Evaluation Criteria for Performance Appraisal of Faculty Members," Procedia - Social and Behavioral Sciences, vol. 203, pp. 386-392, 2015. https://doi.org/10.1016/j.sbspro.2015.08.313.

[15] M. Rokhim, "Penentuan Key Performance Indicator Dengan Metode Balanced Scorecard," vol. 18, pp. 168-175, 2017. https://doi.org/10.22219/JTIUMM.Vol18.No2.168-175.

[16] G. Rusu, S. Avasilcăi, and C.-A. Huţu, "Organizational Context Factors Influencing Employee Performance Appraisal: A Research Framework," Procedia - Social and Behavioral Sciences, vol. 221, pp. 57-65, 2016. https://doi.org/10.1016/j.sbspro.2016.05.090.

[17] R. S. Ilhami and D. Rimantho, "Penilaian Kinerja Karyawan dengan Metode AHP dan Rating Scale," Jurnal Optimasi Sistem Industri, vol. 16, p. 150, 2017. https://doi.org/10.25077/josi.v16.n2.p150-157.2017.

[18] R. Devi, N. Arin, R. Astuti, and D. M. Ikasari, "Penilaian Kinerja Pemasok Susu Segar Menggunakan Metode Analytic Network Process Dan Rating Scale : Studi Kasus Di Pusat Koperasi Industri Susu Sekar Tanjung Pasuruan Performance Appraisal Of Fresh Milk Supplier Using Analytic Network Process Method And R," vol. 14, pp. 131-140, 2013. www.jtp.ub.ac.id/index.php/jtp/article/view/402.

[19] E. Sestri, "Penilaian Kinerja Dosen Dengan Menggunakan Metode AHP Studi Kasus Di Stie Ahmad Dahlan Jakarta," Jurnal Liquidity, vol. 2, pp. 100-109, 2013. www.ojs.itb-ad.ac.id/index.php/LQ/article/view/136.

[20] Saefudin and W. Sri, "Sistem Penunjang Keputusan Penilaian Kinerja Pegawai Menggunakan Metode Analytical Hierarchy Process (Ahp)," Jurnal Sistem Informasi, vol. 1, pp. 33-37, 2014. https://doi.org/10.36723/juri.v9i2.107.

[21] Subiyanto, Hermanto, U. M. Arief, and A. Y. Nafi, "An accurate assessment tool based on intelligent technique for suitability of soybean cropland: case study in Kebumen Regency, Indonesia," Heliyon, vol. 4, 2018. https://doi.org/10.1016/j.heliyon.2018.e00684.

[22] G. Campeol, S. Carollo, and N. Masotto, "Infrastructural Projects and Territorial Development in Veneto Dolomites: Evaluation of Performances through AHP," Procedia - Social and Behavioral Sciences, vol. 223, pp. 468-474, 2016. https://doi.org/10.1016/j.sbspro.2016.05.294.

[23] W. Labib Ashraf and J. Shah, "Management decisions for a continuous improvement process in industry using the analytical hierarchy process," Work Study, vol. 50, pp. 189-194, 2001. https://doi.org/10.1108/EUM0000000005678.

[24] H. H. Azwir and E. B. Pasaribu, "Pemilihan Supplier Menggunakan Metode Analytic Network Process Di PT UTPE," Jurnal Teknik Industri, Vol. 18, No.02, Agustus 2017, pp. 103-112, vol. 18, pp. 103-112, 2017. https://doi.org/10.22219/JTIUMM.Vol18.No2.103-112.

[25] M. L. Tseng, J. H. Chiang, and L. W. Lan, "Selection of optimal supplier in supply chain management strategy with analytic network process and choquet integral," Computers and Industrial Engineering, vol. 57, pp. 330-340, 2009. https://doi.org/10.1016/j.cie.2008.12.001.

[26] R. Whitaker, "Validation examples of the Analytic Hierarchy Process and Analytic Network Process," Mathematical and Computer Modelling, vol. 46, pp. 840-859, 2007. https://doi.org/10.1016/j.mcm.2007.03.018.

[27] T. Sylvia, A. Hidayat, and S. A. Putri, "Berdasarkan Kompetensi Dengan Menggunakan Metode Analytic Network Process ( Anp ) Dan Rating Scale ( Studi Kasus Di Pg . Pesantren Baru , Kediri ) Competency- Based Performance Appraisal for Human Resouces Departement ’ S Staffs With Analytic Network Proc," vol. 2, pp. 131-142, 2013. www.repository.uin-malang.ac.id/962/.

[28] S. Sonnentag, "Recovery, Work Engagement, and Proactive Behavior: A New Look at the Interface Between Nonwork and Work," vol. 88, pp. 518-528, 2003. https://doi.org/10.1037/0021-9010.88.3.518.

[29] M. Ayu Mardyaning, A. Retno, and P. Shyntia Atica, "Penilaian Kinerja Kepala Bagian Produksi Dengan Metode Anp Dan Rating Scale ( Studi Kasus Di PT. Performance Appraisal of Production Head Using Anp Method and Rating Scale ( Case Study in PT," Jurnal Industria, vol. 2, pp. 47-56, 2012. www.industria.ub.ac.id/index.php/industri/article/view/127.

[30] T. L. Saaty, "Decision making — the Analytic Hierarchy and Network Processes (AHP/ANP)," Journal of Systems Science and Systems Engineering, vol. 13, pp. 1-35, 2004. https://doi.org/10.1007/s11518-006-0151-5.

[31] B. Waryanto and Y. A. Millafati, "Transformasi data skala ordinal ke interval dengan menggunakan makro Minitab," Informatika Pertanian, vol. 15, pp. 881-895, 2006. www.litbang.pertanian.go.id/warta-ip/pdf-file/4.budiwaryantoipvol-15.pdf.

[32] A. C. Lakoy, "Pengaruh komunikasi, kerjasama kelompok, dan kreativitas terhadap kinerja karyawan pada hotel aryaduta Manado," Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, vol. 3, 2015. www.ejournal.unsrat.ac.id/index.php/emba/article/view/9773.

[33] Samsuni, "Manajemen Sumber Daya Manusia," Al Falah, vol. XVII, pp. 113-124, 2017.

[34] M. Marpaung, "Pengaruh Lingkungan Kerja Dan Tingkat Penghasilan Terhadap Peningkatan Poduktivitas Karyawan Pada Rokok Sinar Tunggal Jaya Malang, UIN PRESS," Kepemimpinan, Kerja Kelompok, Kinerja, vol. 2, pp. 33-40, 2013.

[35] M. Ali, S. Lei, and X.-Y. Wei, "The mediating role of the employee relations climate in the relationship between strategic HRM and organizational performance in Chinese banks," Journal of Innovation & Knowledge, vol. 3, pp. 115-122, 2018. https://doi.org/10.1016/j.jik.2016.12.003.

[36] A. P. Widyassari, "Aplikasi Sistem Pendukung Keputusan Penilaian Kinerja Karyawan untuk Kenaikan Gaji pada PT AAA," Intensif, vol. 1, pp. 92-101, 2017. https://doi.org/10.29407/intensif.v1i2.836.

[37] J. Atiqoh, I. Wahyuni, and D. Lestantyo, "Faktor-Faktor yang Berhubungan dengan Kelelahan Kerja pada Pekerja Konveksi Bagian Penjahitan di CV. Aneka Garment Gunungpati Semarang," Jurnal Kesehatan Masyarakat Universitas Diponegoro, vol. 2, pp. 119-126, 2014. www.ejournal3.undip.ac.id/index.php/jkm/article/view/6386.

[38] C. Melina Taurisa and R. Intan, "Analisis pengaruh budaya organisasi dan kepuasan kerja terhadap komitmen organisasional dalam meningkatkan kinerja karyawan (Studi pada PT. Sido Muncul Kaligawe Semarang)," Jurnal Bisnis dan ekonomi, vol. 19, 2012. www.unisbank.ac.id/ojs/index.php/fe3/article/download/1740/650.

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Published

02/28/2020

How to Cite

Septifani, R., Deoranto, P., & Armanda, T. W. (2020). Employee Performance Assessment using Analytical Network Process and Rating Scale. Jurnal Teknik Industri, 21(1), 70–79. https://doi.org/10.22219/JTIUMM.Vol21.No1.70-79

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