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PREDICTION OF ON-TIME GRADUATION OF UNIVERSITAS ROYAL STUDENTS USING MULTIPLE LINEAR REGRESSION METHOD Rahmadani, Nurul; Kurniawan, Edi; Nurhasanah, Nurhasanah; Damanik, Wahdan
JURTEKSI (Jurnal Teknologi dan Sistem Informasi) Vol 11, No 3 (2025): Juni 2025
Publisher : Universitas Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v11i3.3893

Abstract

Abstract: On-time graduation is an important indicator in measuring the success of higher education and reflects the effectiveness of the academic process in higher education. Royal University, especially the Information Systems Study Program, still faces challenges in increasing the percentage of students who graduate on time. This study aims to identify factors that influence students' on-time graduation and build a prediction model using the multiple linear regression method. This method was chosen because it is able to analyze the simultaneous influence of several independent numeric variables on one dependent variable, making it suitable for studying the complex relationship between factors that influence student graduation. The independent variables analyzed in this study include GPA, parental income, and student part-time jobs with student graduation as the dependent variable. The results showed that parental income and part-time jobs had a significant positive effect on on-time graduation, while GPA had a negative effect. The model built had an R² value of 0.6153 and a standard error of 4.0653, indicating that the model was quite strong and accurate. These findings recommend Universitas Royal to strengthen the academic monitoring system and support working students, as well as design policies based on students' socio-economic conditions to increase the on-time graduation rate.Keywords: multiple linear regression; on-time graduation; students.  Abstrak: Kelulusan tepat waktu merupakan indikator penting dalam mengukur keberhasilan pendidikan tinggi serta mencerminkan efektivitas proses akademik di perguruan tinggi. Universitas Royal, khususnya Program Studi Sistem Informasi, masih menghadapi tantangan dalam meningkatkan persentase mahasiswa yang lulus tepat waktu. Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor yang memengaruhi kelulusan tepat waktu mahasiswa serta membangun model prediksi menggunakan metode regresi linear berganda. Metode ini dipilih karena mampu menganalisis pengaruh simultan beberapa variabel independen numerik terhadap satu variabel dependen, sehingga sesuai untuk mengkaji hubungan kompleks antar faktor yang memengaruhi kelulusan mahasiswa. Variabel independen yang dianalisis dalam penelitian ini meliputi IPK, penghasilan orangtua, dan pekerjaan sambilan mahasiswa dengan kelulusan mahasiswa sebagai variabel dependen. Hasil penelitian menunjukkan bahwa penghasilan orangtua dan pekerjaan sambilan berpengaruh positif signifikan terhadap kelulusan tepat waktu, sedangkan IPK justru memiliki pengaruh negatif. Model yang dibangun memiliki nilai R² sebesar 0,6153 dan standar error 4,0653, menandakan model cukup kuat dan akurat. Temuan ini merekomendasikan Universitas Royal untuk memperkuat sistem monitoring akademik dan mendukung mahasiswa yang bekerja, serta merancang kebijakan berbasis kondisi sosial-ekonomi mahasiswa guna meningkatkan angka kelulusan tepat waktu.Kata kunci: kelulusan tepat waktu; mahasiswa; regresi linear berganda.
Perancangan E-CRM terhadap Loyalitas Konsumen di Rainbow Cafe Maharani, Putri Zakiyah; Rahmadani, Nurul; Sumantri, Sumantri
Dinamik Vol 30 No 2 (2025)
Publisher : Universitas Stikubank

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35315/dinamik.v30i2.10188

Abstract

Berkembangnya industri kuliner di Indonesia yang pesat menuntut pengusaha untuk beradaptasi dengan cepat, terutama dalam teknologi dan pemasaran. Karena Masih terlalu banyak pengusaha yang masih mengandalkan metode pemesanan dan promosi manual, maka dari itu penerapan Customer Relationship Management (CRM) menjadi solusi yang efektif untuk menarik pelanggan baru dan mempertahankan loyalitas konsumen. Penelitian ini fokus pada penerapan CRM di Rainbow Cafe, yang bertujuan dalam memikat konsumen baru dan meningkatkan loyalitas konsumen di Rainbow Cafe. Metode penelitian yang digunakan adalah analisis kualitatif melalui wawancara dan survei kepada konsumen serta pengusaha. Hasil penelitian menunjukkan bahwa penerapan CRM sangatlah penting dikarenakan dapat meningkatkan interaksi dengan konsumen, mempercepat proses pemesanan, dan meningkatkan kepuasan konsumen. Kesimpulan dari penelitian ini menegaskan bahwa implementasi CRM tidak hanya penting untuk meningkatkan loyalitas konsumen, tetapi juga sebagai strategi yang krusial dalam menghadapi persaingan di industri kuliner yang semakin ketat dan untuk interaksi dengan konsumen lebih efektif.
Optimalisasi Anggaran Operasional UMKM Untuk Meningkatkan Efisiensi Bisnis di Loundry Putri, Rita Dwi; Maison, Witra; Rahmadani, Nurul; Jumailis, Mutia Fitri; Arsyabil, Trisya; Yeni, Fitri
RENATA: Jurnal Pengabdian Masyarakat Kita Semua Vol. 3 No. 2 (2025): Renata - Agustus 2025
Publisher : PT Berkah Tematik Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61124/1.renata.202

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pengetahuan dan keterampilan pelaku UMKM di Kota Solok, khususnya Kelurahan KTK, dalam menyusun dan mengelola anggaran operasional. Sasaran kegiatan ini adalah UMKM Hanifah Laundry Express yang belum memiliki sistem penganggaran yang terstruktur. Kegiatan dilaksanakan melalui sosialisasi, pelatihan, dan pendampingan langsung oleh tim dosen dan mahasiswa pada mata kuliah Akuntansi Manajemen Lanjutan. Hasil kegiatan menunjukkan peningkatan pemahaman sebesar 75% berdasarkan hasil pre-test dan post-test, serta 80% peserta mulai menerapkan pencatatan sederhana dalam operasional harian mereka. Pendampingan ini membuktikan bahwa intervensi sederhana namun terstruktur dapat membantu pelaku UMKM dalam efisiensi biaya dan perencanaan keuangan jangka panjang
Penerapan Business Intelligence Sebagai Solusi Manajemen Bisnis Pada UMKM di Desa Silo Baru Rahmadani, Nurul; Nurwati, Nurwati; Nurhasanah, Nurhasanah; Ghifari, Ghazi Al
Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal Vol. 8 No. 3 (2025): Juli 2025
Publisher : STMIK Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

MSMEs have a major contribution to the national economy, but the use of information technology in this sector is still low. This community service activity aims to empower MSMEs in Silo Baru Village through the application of the Business Intelligence (BI) concept to improve the effectiveness of business management. The program is implemented in the form of training and technical assistance, which includes a basic understanding of BI, the use of simple accounting applications, digital marketing strategies, and data analysis and visualization techniques. This activity involves MSME actors directly in practice and simulations based on case studies of their respective businesses. Through a participatory and application approach, participants are equipped with the skills to record transactions digitally, monitor business performance, and make data-based decisions. Evaluation is carried out through pre-tests and post-tests, interviews, and observations, where the results show an increase in participants' digital literacy of up to 70% and technical skills of up to 60%. As many as 65% of participants have also implemented BI in daily business processes. This program is expected to be an effective collaborative model in encouraging the sustainable digital transformation of village MSMEs towards increasing competitiveness in the digital economy era.Keywords: MSME; data analysis; business intelligence; business management; digital    marketing  Abstrak: UMKM memiliki kontribusi besar terhadap perekonomian nasional, namun pemanfaatan teknologi informasi di sektor ini masih rendah. Kegiatan pengabdian ini bertujuan untuk memberdayakan UMKM di Desa Silo Baru melalui penerapan konsep Business Intelligence (BI) guna meningkatkan efektivitas manajemen usaha. Program dilaksanakan dalam bentuk pelatihan dan pendampingan teknis, yang mencakup pemahaman dasar BI, penggunaan aplikasi akuntansi sederhana, strategi pemasaran digital, serta teknik analisis dan visualisasi data. Kegiatan ini melibatkan pelaku UMKM secara langsung dalam praktik dan simulasi berbasis studi kasus usaha masing-masing. Melalui pendekatan partisipatif dan aplikatif, peserta dibekali keterampilan untuk mencatat transaksi secara digital, memantau kinerja usaha, serta mengambil keputusan berbasis data. Evaluasi dilakukan melalui pre-test dan post-test, wawancara, serta observasi, dimana hasilnya menunjukkan peningkatan literasi digital peserta hingga 70% dan keterampilan teknis hingga 60%. Sebanyak 65% peserta juga telah mengimplementasikan BI dalam proses bisnis sehari-hari. Program ini diharapkan dapat menjadi model kolaboratif yang efektif dalam mendorong transformasi digital UMKM desa secara berkelanjutan menuju peningkatan daya saing di era ekonomi digital.Kata kunci: UMKM; analisis data; business intelligence; manajemen bisnis; pemasaran digital
Implementation Of E-SCM Efforts To Improve Distribution Management Efficiency Arini, Diatri Arditia; Rahmadani, Nurul; Suparmadi, Suparmadi
ITEJ (Information Technology Engineering Journals) Vol 10 No 2 (2025): December (In Progress)
Publisher : Pusat Teknologi Informasi dan Pangkalan Data IAIN Syekh Nurjati Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24235/itej.v10i2.274

Abstract

This research focuses on the design and implementation of an Electronic Supply Chain Management (E-SCM) system to enhance efficiency and responsiveness in distribution and inventory management within the agricultural sector. The study addresses recurring challenges in supply chain operations, including inefficiencies in inventory tracking, lack of coordination and transparency between suppliers and customers, and difficulty in forecasting demand due to fluctuating market conditions, seasonal cycles, and environmental factors. These challenges often result in stock imbalances, delayed deliveries, increased operational costs, and diminished customer satisfaction. The proposed solution is a web-based platform integrating administrators, suppliers, and customers into a single digital ecosystem. It allows users to place orders, monitor real-time stock availability, and generate dynamic reports, thereby improving coordination, transparency, and decision-making across the supply chain. Adopting a qualitative methodology, data were collected through direct observation, structured interviews, document analysis, and a literature review. The system was developed using PHP for server-side programming, MySQL for database management, and Visual Studio Code as the primary development environment. System validation through black-box testing confirmed that all functional and usability requirements were met. The implementation results demonstrate that the E-SCM system improves distribution management efficiency by approximately 35%, reduces manual inventory errors by over 40%, and significantly enhances responsiveness to demand fluctuations. Additionally, it strengthens engagement between suppliers and customers by enabling transparent communication and immediate access to accurate data. The findings indicate that E-SCM adoption can serve as a strategic enabler for small and medium-sized enterprises (SMEs) to optimize supply chain performance, reduce logistical inefficiencies, and achieve sustainable growth in a competitive digital economy
تأثير استخدام وسيلة صندوق القراءة على مهارة القراءة الطّلّاب بمدرسة الثّانويّة الحكوميّة ۲ بادنج بنجانج Rahmadani, Nurul; Febrianta, Rita; Anas, Al Baihaqi; Yusra, Oktarina
لســـانـنــا (LISANUNA): Jurnal Ilmu Bahasa Arab dan Pembelajarannya Vol. 13 No. 1 (2023): لســـانـنــا (LISANUNA): Jurnal Ilmu Bahasa Arab dan Pembelajarannya (JANUARI-
Publisher : Fakultas Tarbiyah dan keguruan- UIN Ar-Raniry

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22373/ls.v13i1.18054

Abstract

There are several problems in learning Arabic, namely the teacher does not use different learning media in teaching, especially in reading skills. It will be more interesting if the teacher is creative in using different media, so that it can increase students' enthusiasm and motivate them in learning. The problem is, teachers still have difficulty developing many Arabic learning media that suit the needs of students. The researcher decided to examine the effect of reading box media (a different method than usual) on students' reading abilities. Researchers use experimental research methods because researchers will look for the effect of certain treatments on others in the subjects held. This means looking for the effect of using reading box media on students' reading skills. The number of the research community consisted of 17 students, and the researchers took a random sample in this thesis, namely 17 students. Then the research instrument is observation, test. The researcher used reading box media in the experimental class to understand the text of reading skills in eleventh grade Arabic lessons well and fluently with an average score of 87.76, and in the control class with an average score of 80.06. . The result of calculating T (2.263) is greater than T table (2.037). The researcher concludes that the null hypothesis is rejected and the alternative hypothesis is accepted.
PENERAPAN ALGORITMA NAVE BAYES DALAM PENENTUAN KELAYAKAN PENERIMA BANTUAN PROGRAM KELUARGA HARAPAN Rahmadani, Nurul; Risnawati, Risnawati; Sena, Maulana Dwi
JURNAL TEKNISI Vol 3, No 2 (2023): Agustus 2023
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/teknisi.v3i2.1391

Abstract

Abstract: The Family Hope Program (PKH) aims to improve living standards through education, health and social welfare services. However, the process of selecting beneficiaries is often considered not to be on target and a long process, so a decision-making system is needed in determining the eligibility of the right beneficiaries of the Family Hope Program. This study aims to determine the feasibility of beneficiaries of the Family Hope Program in Petatal Village, Batubara Regency using the Nave Bayes method. The amount of data used in this research is 100 training data and 20 testing data with 8 criteria. The application of the Nave Bayes method in this study obtained an accuracy rate of 100% and an error rate of 0% using Rapid Miner and the Confusion Matrix technique.Keywords: classification; family hope program; nave bayes, PKHAbstrak: Program Keluarga Harapan (PKH) bertujuan untuk meningkatkan taraf hidup melalui layanan pendidikan, kesehatan, dan kesejahteraan sosial. Akan tetapi, dalam proses pemilihan penerimanya seringkali dianggap tidak tepat sasaran dan proses yang lama, sehingga, diperlukan sistem pengambilan keputusan dalam menentukan kelayakan penerima bantuan Program Keluarga Harapan yang tepat. Penelitian ini bertujuan untuk menentukan kelayakan penerima bantuan Program Keluarga Harapan di Desa Petatal, Kabupaten Batubara dengan menggunakan metode Nave Bayes. Jumlah data yang digunakan dalam penelitian ini sebanyak 100 data training dan 20 data testing dengan 8 kriteria. Penerapan metode Nave Bayes dalam penelitian ini memperoleh tingkat akurasi sebesar 100% dan tingkat error 0% dengan menggunakan Rapid Miner dan teknik Confusion Matrix.Kata Kunci: klasifikasi; nave bayes; PKH; program keluarga harapan