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All Journal Sistemasi: Jurnal Sistem Informasi Jurnal Inovatif Wira Wacana
Saputra, Hadi Nurma Dwi
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Computer Science & IT Electrical & Electronics Engineering Engineering

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Prediksi Penerimaan Mahasiswa Baru Menggunakan Metode Regresi Linier Sederhana Hermanto, Muhammad Haris; Saputra, Hadi Nurma Dwi
Jurnal Inovatif Vol. 4 No. 3 (2025): Desember 2025
Publisher : Universitas Kristen Wira Wacana Sumba

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Abstract

Penelitian ini bertujuan untuk memprediksi jumlah penerimaan mahasiswa baru di Sekolah Tinggi Agama Islam Darussalam Lampung menggunakan metode regresi linier sederhana. Dengan memanfaatkan data historis penerimaan mahasiswa selama tujuh tahun terakhir (2018 –2024), analisis dilakukan untuk membangun model yang mampu menggambarkan pola hubungan antara jumlah mahasiswa yang diterima dan tahun akademik. Hasil analisis menunjukkan bahwa metode ini mampu memberikan estimasi yang mendekati untuk mendukung perencanaan strategis institusi, meskipun signifikansi statistik menunjukkan keterbatasan pada tingkat kepercayaan tertentu. Penelitian ini memberikan wawasan awal yang berguna dalam mengembangkan strategi promosi dan pengelolaan sumber daya. Untuk meningkatkan akurasi prediksi, penelitian di masa depan direkomendasikan untuk menggunakan model peramalan yang lebih kompleks, seperti regresi linier berganda atau analisis deret waktu, yang dapat mempertimbangkan lebih banyak variabel.)
Evaluation of Information Technology Governance Maturity Level using COBIT 2019 in the Academic Information System at Nahdlatul Ulama University of Lampung Saputra, Hadi Nurma Dwi; Wasilah, Wasilah
Sistemasi: Jurnal Sistem Informasi Vol 15, No 2 (2026): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v15i2.5817

Abstract

The rapid development of Information Technology (IT) has significantly facilitated human activities in carrying out work and various other tasks, including in the education sector. The utilization of IT plays an important role in supporting administrative processes and academic activities; therefore, proper governance is required to ensure its effective and efficient use. This study employed a descriptive quantitative approach. Data were collected through observation and the distribution of questionnaires to students. The sample size was determined using the Slovin formula with a 10% margin of error, resulting in a minimum required sample of 94 respondents. In total, this study successfully collected data from 108 student respondents. This research aimed to evaluate the maturity level of IT governance in the Academic Information System (SIAKAD) at Nahdlatul Ulama University of Lampung using the COBIT 2019 framework. The results indicated that the maturity level of SIAKAD governance was at level 4 (Predictable), meaning that the processes have been consistently implemented and well documented. The highest gap was found in the APO07 domain (Manage Human Resources), while the BAI03, DSS01, DSS02, and MEA01 domains showed stable performance in accordance with student expectations.
Co-Authors Hermanto, Muhammad Haris Wasilah Wasilah