Pengaruh Kemampuan Analisis Kuantitatif dan Penguasaan Statistika terhadap Pengambilan Keputusan Manajerial pada Mahasiswa Prodi Manajemen Mahasiswa di Bekasi

Wanda Ragilita Azzahro; Laili Nur Maulinasari; Muhammad Kosim; Ika Puspita; Rizky Aulia Putri Aisyah; Kiki Mustingatun

doi:10.61132/jieap.v2i3.1396

Authors

Wanda Ragilita Azzahro Universitas Pelita Bangsa
Laili Nur Maulinasari Universitas Pelita Bangsa
Muhammad Kosim Universitas Pelita Bangsa
Ika Puspita Universitas Pelita Bangsa
Rizky Aulia Putri Aisyah Universitas Pelita Bangsa
Kiki Mustingatun Universitas Pelita Bangsa

DOI:

https://doi.org/10.61132/jieap.v2i3.1396

Keywords:

Managerial Decision Making, Mastery of Statistics, Quantitative Analysis Skills

Abstract

This study aims to analyze the influence of quantitative analysis skills and statistical mastery on managerial decision-making among Management students in Bekasi. The background of this study is based on the importance of data literacy and analytical skills in supporting effective decision-making processes, especially amidst the increasing demand for data-driven businesses. This study used a quantitative approach with a census technique on 67 respondents. Data were collected through questionnaires and analyzed using multiple linear regression through classical assumption tests, partial tests (t-tests), and simultaneous (F-tests). The results showed that both quantitative analysis skills and statistical mastery have a positive and significant effect individually on managerial decision-making skills. Quantitative analysis skills, which include the ability to process data in numerical form and interpret it critically, have been shown to strengthen decision-making skills in various situations. Likewise, statistical mastery provides a foundation for analyzing data systematically and producing evidence-based decisions. Simultaneously, these two variables explain 60.8% of the variation in decision-making. These findings emphasize the importance of mastering quantitative and statistical skills for students in facing the complexity of decision-making in a professional environment. This study recommends strengthening the curriculum and providing practical data-based training to improve students' readiness for more informed and analytically sound managerial decision-making. Furthermore, it is recommended that students be given more opportunities to engage in case studies involving real-world data, as well as the use of statistical software that can accelerate the analysis and decision-making process. Improving data and statistical literacy will give students a competitive advantage in an increasingly data-driven business world.

Downloads

Download data is not yet available.

References

Agus, F., Putra, G. M., Kamil, Z. A., Arifin, I., & Gifari, O. I. (2022). Peningkatan kemampuan analisis statistik kuantitatif pada riset eksperimen dengan metode workshop. PLAKAT: Jurnal Pelayanan Kepada Masyarakat, 4(2), 243.

Ardianto, A. E., Suryo Negoro, M. I. Z., Hidayat, R., & Respati, I. (2024). Analisis model pengambilan keputusan yang efektif untuk meningkatkan kinerja karyawan. MERDEKA: Jurnal Ilmiah Multidisiplin, 2(1), 144-151.

Arini, A. T. (2014). Teori implisit dalam proses belajar, relasi antar pribadi dan antar kelompok. Buletin Psikologi, 22(1), 63-71.

Bainar, B. (2004). Studi penggunaan statistika dalam karya ilmiah mahasiswa strata 1 (S-1) STIE Swadaya Jakarta. Makara Human Behavior Studies in Asia, 8(2), 61-64. https://doi.org/10.7454/mssh.v8i2.88

FE UNJ. (2019). Mata kuliah program studi magister manajemen. Tersedia di https://fe.unj.ac.id/?page_id=7135, diakses pada 23 Juli 2025.

Ghozali, I. (2018). Aplikasi analisis multivariate dengan program IBM SPSS 19. Badan Penerbit Universitas Diponegoro.

Kartomo, T., Taufik, D. A., & Tenu, M. W. (2024). Analisis peran statistika terapan dalam bidang bisnis, kesehatan, dan lingkungan. Journal of Comprehensive Science (JCS), 3(2).

Latuconsina, Z., Tutupoho, S., & Noya, R. S. (2025). Pelatihan analisis statistika menggunakan software XLSTAT untuk mahasiswa jurusan manajemen. JPMA-Jurnal Pengabdian Masyarakat As-Salam, 5(1), 29-41.

Madani, I. (2018). Perilaku manajerial terhadap pengambilan keputusan keuangan pada PT. Industri Kapal Indonesia. Skripsi, Universitas Muhammadiyah Makassar.

Margana, M. S., Aziz Ramdhani, M. A., Gitsni, M. F., Haikal Kamil, M. R., Sandrina, N. G., & Wardiyah, M. L. (2024). Pengaruh statistik inferensial dalam pengambilan keputusan investasi. JISMA: Jurnal Ilmu Sosial, Manajemen, Dan Akuntansi, 3(1), 1307–1314.

Pusparini, E. N., & Agussalim. (2024). Literature review: Data management, data analytics, and business intelligence for organization. Jurnal Ilmu Komputer Dan Teknologi Informasi, 2(4).

Saputra, H. T. (2024). Efektivitas pengambilan keputusan manajerial dalam rangka peningkatan kapasitas organisasi berbasis profit. Journal of Economics, Management, Business, and Entrepreneurship, 2(1), 48-55.

Solusi Jurnal. (2024). Peranan analisis data kuantitatif dalam pengambilan keputusan. Tersedia di https://solusijurnal.com/peranan-analisis-data-kuantitatif-dalam-pengambilan-keputusan/, diakses pada 23 Juli 2025.

Teguh, M. (2014). Metode kuantitatif untuk analisis ekonomi dan bisnis. Rajagrafindo Persada.

Telkom University. (2024). Strategi efektif dalam penerapan metode kuantitatif untuk bisnis. Tersedia di https://bms.telkomuniversity.ac.id/strategi-efektif-dalam-penerapan-metode-kuantitatif-untuk-bisnis/, diakses pada 23 Juli 2025.

UPNYK. (2023). Daftar kelulusan mahasiswa program sarjana (S-1) dan program magister (S-2) Fakultas Ekonomi dan Bisnis UPN "Veteran" Yogyakarta. Tersedia di https://five.upnyk.ac.id/public/assets/info/file/16500977433298865241.pdf, diakses pada 23 Juli 2025.

Wahyudi, A., Mulyadewi, O. F., Mahmudah, A. Z., Kefin, A., & Regita, A. (2024). Peran statistik dalam mitigasi risiko pengambilan keputusan di perusahaan. Jurnal Ilmiah Ekonomi Dan Manajemen, 2(12), 300-305.

Waruwu, R. B., Hao, N. P., & Hia, P. H. (2022). Analisis kemampuan pemahaman mahasiswa pada mata kuliah statistika di STIKes Santa Elisabeth Medan tahun 2022. SEHATMAS: Jurnal Ilmiah Kesehatan Masyarakat, 1(3), 318-327.

Yuliantini, T. (2019). Modul perkuliahan pengambilan keputusan manajerial. Tersedia di https://karyailmiah1.mercubuana.ac.id/wp-content/uploads/2021/04/Pengambilan-Keputusan-Managerial.pdf, diakses pada 23 Juli 2025.