Analisis Pengaruh Variabel Nilai TIU, TWK, Dan TKP Terhadap Kelulusan SKD Pada Tes CPNS Menggunakan Analisa Bivariat Sederhana
DOI:
https://doi.org/10.61132/mars.v2i1.64Keywords:
binning analysis, bivariate analysis, correlation, cpns selection, univariate analysisAbstract
This study aims to assess the impact of the General Intelligence Test (TIU), National Insight Test (TWK), and Personal Characteristics Test (TKP) on the success of the Basic Competency Selection (SKD) for Civil Servant Candidate (CPNS). Using data from participants in the Ministry of Law and Human Rights' SKD selection in 2023, we employed univariate analysis, simple bivariate analysis, and binning methods to comprehend variable relationships. Results reveal non-normal distributions for TIU, TWK, and TKP scores, highlighting the intricate nature of distribution in CPNS selection. While a positive correlation exists between variable values and total SKD score, binning analysis emphasizes TKP competitiveness over TIU and TWK scores. These findings offer practical insights for SKD participants to prepare effectively, with a focus on TIU, TWK, and TKP. Additionally, they contribute to transparency and effectiveness in the CPNS selection process. Further studies are recommended to explore additional factors, like age and gender, for the development of more holistic and accurate selection methods. This research supports enhancements in the adaptive and efficient CPNS SKD selection system.
References
Alasadi, S.A. and Bhaya, W.S., (2017). Review of data preprocessing techniques in data mining. Journal of Engineering and Applied Sciences, 12(16), pp.4102-4107.
Bertani, A., Di Paola, G., Russo, E. and Tuzzolino, F., (2018). How to describe bivariate data. Journal of thoracic disease, 10(2), p.1133.
Daraba, D., Ismiyarto and Nurhascaryani, P. (2019). Implementasi Rekrutmen CPNS sebagai Wujud Reformasi Birokrasi di Kabupaten Bogor. JURNAL ILMIAH WAHANA BHAKTI PRAJA, 9 (1), 109 – 122.
Huang, K.W., Qiao, M., Liu, X., Liu, S. and Dai, M., (2019). Computer vision and metrics learning for hypothesis testing: An application of QQ plot for normality test. arXiv preprint arXiv:1901.07851.
Lilliefors, H.W., (1967). On the Kolmogorov-Smirnov test for normality with mean and variance unknown. Journal of the American statistical Association, 62(318), pp.399-402.
Kementrian Hukum dan Hak Asasi Manusia. (2023). Hasil Seleksi Kompetensi Dasar. (Online), (https://casn.kemenkumham.go.id/index.php/Cpns/pengumuman_skd, diakses 17 Januari 2024).
Kementrian Pendayagunaan Aparatur Negara dan Reformasi Birokrasi. (2016). Mengenal Tes CPNS dengan system CAT. (Online), (https://www.menpan.go.id/site/berita-terkini/mengenal-tes-cpns-dengan-sistem-cat, diakses 17 Januari 2024).
Öztuna, D., Elhan, A.H. and Tüccar, E., (2006). Investigation of four different normality tests in terms of type 1 error rate and power under different distributions. Turkish Journal of Medical Sciences, 36(3), pp.171-176.
Perinetti, G., (2019). StaTips part VI: Bivariate correlation. South European journal of orthodontics and dentofacial research, 6(1), pp.2-5.
Razali, N.M. and Wah, Y.B., (2011). Power comparisons of shapiro-wilk, kolmogorov-smirnov, lilliefors and anderson-darling tests. Journal of statistical modeling and analytics, 2(1), pp.21-33.Opralia, H.K., 2023. Pengaruh Belajar Daring pada Masa Pandemi Covid-19 terhadap Kelolosan Seleksi Kompetensi Dasar Rekrutmen CPNS 2021 (Doctoral dissertation, Universitas Islam Indonesia).
Ruhana, F., (2018). Analisis Penerapan Seleksi Calon Pegawai Negeri Sipil Berbasis Computer Assisted Test (CAT) pada Badan Kepegawaian Negara. Jurnal MSDM IPDN, 5(2).
Sarikaya, A. and Gleicher, M., (2017). Scatterplots: Tasks, data, and designs. IEEE transactions on visualization and computer graphics, 24(1), pp.402-412.
Syah, R.D., (2020). Metode Decision Tree Untuk Klasifikasi Hasil Seleksi Kompetensi Dasar Pada Cpns 2019 Di Arsip Nasional Republik Indonesia. Jurnal Ilmiah Informatika Komputer, 25(2), pp.107-114.
Turnip, B. R. J., & Astuti, P. -. (2021). IMPLEMENTASI KEBIJAKAN PENYELEKSIAN CPNS (CALON PEGAWAI NEGERI SIPIL) KOTA SEMARANG TAHUN 2018/2019. Journal of Politic and Government Studies, 10(3), 301-310. Retrieved from https://ejournal3.undip.ac.id/index.php/jpgs/article/view/31379
Wahyuni, W. (2019). ASPEK HUKUM TERHADAP SELEKSI PENERIMAAN CPNS TAHUN 2018. Bilancia: Jurnal Studi Ilmu Syariah Dan Hukum, 13(1), 1 - 18. https://doi.org/10.24239/blc.v13i1.449
