Analysis of Factors Afeective Employee Performance At BKPSDM Payakumbuh City Using Binary Logistic Regression
Abstract
This research aimed to examine the factors influencing employee performance at Payakumbuh City Personnel and Human Resources Development Agency (BKPSDM). Using binary logistic regression, the dependent variable (Y) represented employee performance, while the independent variables included work initiative, discipline, qualifications, competence, and leadership. The analysis revealed that competence and leadership significantly impacted employee performance. These findings highlighted the critical role of competency development and leadership strengthening in enhancing employee performance. The binary logistic regression results indicated that 16 employees exhibited low performance, while 15 employees demonstrated high performance. Recommendations were made, including the need for the development of employee competencies, enhancement of leadership capabilities, monitoring of discipline and work initiatives, and periodic evaluation of qualifications. The implementation of these recommendations is expected to contribute to improved employee performance and service quality at BKPSDM Payakumbuh City.
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References
Prayogi. A.M, Lesmana.T.M Siregar. H.L (2020). Pengaruh Competence dan Discipline Kerja Terhadap Employee performance :Jurnal festifal Riset Ilmuah Manajemen dan akuntansi:2019
Yuliana. (2017). Pengaruh Competence dan Motivasi Kerja terhadap Kinerja Karyawan Perusahaan pada PT. Haluan Star Logistic. Jurnal Ilmiah Manajemen Bisnis, 17(2),135–150.
Hariani, Wenny. 2015. Pengaruh Competence, Pelatihan, dan Motivasi terhadap Kinerja Karyawan PT Pertamina (Persero) Refinery Unit II Dumai. Jurnal Ekonomika, Vol.1 (1).
Faruk, F. M., Faruk, F. M., Doven, F. S., & Budyanra, B. (2020). Penerapan Metode Regresi Logistik Biner Untuk Mengetahui Determinan Kesiapsiagaan Rumah Tangga Dalam Menghadapi Bencana Alam. Seminar Nasional Official Statistics, 2019(1), 379–389. https://doi.org/10.34123/semnasoffstat.v2019i1.146.
Abidin, Zaenal.2016.”Regresi Linier Berganda Untuk Penentuan Nilai Konstanta Pada Funsi Konsekuen D Logika Fuzzy Takagi-Sugeno
Cahya, R.A&Cahyono, P.R (2022) Analisis Kepuasan Pelayanan Rumah Sakit Mitra Husada Pringsewi Menggunakan Metode Logistic Regression. Ilmudata.org Volume 2 (12),2022
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