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Journal : ARUMAS

Data Mining untuk Evaluasi Kualitas Layanan Persalinan: Studi Komparatif RapidMiner dan SPSS Irwandi, Irwandi; Samsinar, Samsinar; Sinaga, Rudolf
ARUMAS Vol 2 No 1 (2025): Jurnal Administrasi Rumah Sakit
Publisher : STIKES Garuda Putih

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52741/ars.v2i1.102

Abstract

Improving the quality of maternity services is a strategic priority in the health system. With the development of technology, data mining has become an effective approach to evaluate the quality of big data-based services. This study aims to compare the performance of two data mining tools—RapidMiner and SPSS—in analyzing labor service data to assess the effectiveness, efficiency, and ease of interpretation of the analysis results. A quantitative approach was used as a method with a comparative design of 500 childbirth data from hospitals. Data were analyzed using RapidMiner with Decision Tree and K-Means algorithms, as well as SPSS with logistic regression and correlation tests. The indicators assessed include prediction accuracy, processing time, and ease of use. The results of the analysis showed that RapidMiner achieved a prediction accuracy of 85.4% and was able to cluster with a silhouette coefficient of 0.65. The processing time is about 12 minutes. SPSS shows an accuracy of 81.2% with a faster processing time of 8 minutes. Significant factors found include the mother's age, complications, and type of delivery. RapidMiner excels in predictive analysis and big data processing, while SPSS is more efficient for conventional statistical analysis. A combination of the two is recommended to obtain more comprehensive service evaluation results. The integration of data mining in health information systems needs to be strengthened to support data-based policies in improving the quality of maternity services.
Prediction of Hospital Administration Study Program Students' Graduation Using Decision Tree C4.5: Prediction of Hospital Administration Study Program Students' Graduation Using Decision Tree C4.5 Samsinar, Samsinar; Sinaga, Rudolf; Afriany, Renny
ARUMAS Vol 2 No 2 (2025): Jurnal Administrasi Rumah Sakit
Publisher : STIKES Garuda Putih

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52741/ars.v2i2.109

Abstract

The timely graduation success of students is a crucial indicator in evaluating the quality of higher education institutions. This study aims to predict the graduation rate of undergraduate students in the Hospital Administration Program at STIKES Garuda Putih Jambi using the Decision Tree C4.5 algorithm. The data utilized includes the Cumulative Grade Point Average (CGPA) of 35 students over the first four semesters. The dataset was processed using RapidMiner to generate a prediction model with CGPA as the main variable. The model evaluation indicated an accuracy level of 73.33%. This classification model successfully categorized student graduation outcomes into three groups: satisfactory, very satisfactory, and with distinction. The findings of this study are expected to provide insights for better academic decision-making, as well as enhance the quality of evaluation and learning processes in higher education institutions.
Co-Authors Abdul Kadir Achmad Aditya Ashadul Ushud Adelia, Vilsya Adila, Islahul Afriany, Renny Afry, Ahmad Faqih Agus Umar Hamdani Aiman, Aiman Ainun Annisa Aisya, Nur Alam, Sri Rahayu Amal U, Claudiya Amalia Karim, Resky Amaliah, Musdalifah Amanda, Dea Amir, Ardianti Andi Faisal, Andi Andi Nurhayati Andini, Andi Putri Anita Anita Anita, Ririn Anjani, Sasta Anshari Anshari, Anshari Anwar, Azwar Anwari, Vitra Bayu Apriyani, Putri Arifal, Muh Arifuddin Arifuddin Aris, Mutia Nurfadila Aryasanti, Agnes Aryunita, Gusna Asir, Alhafidz Asmeriyani, Asmeriyani Astuti HT, Widya Athallah Hanif Prasetyo aulia, vioni Aziz, Muhammad Bachtiar Azzahra, Andi Mutiara Baharuddin, Muhammad Rezha Bakri, Cindi Wulandari Bakti, Iriani Bambang Pujiyono Br. Naibaho, Samini Cindy, Vista Dahlan, Rupiati Saputri Dainuri, Wildan Debora Paninsari Devi Risma Devi, Artika Sari Dian Anubhakti Digor Mufti Dolly Virgian Shaka Yudha Sakti Donal, Donal Dormina, Dormina Dunakhir, Samirah Dwi Astuti eka rahmawati Erlisnawati Erlisnawati Erwinsyah Erwinsyah Fachri, Andi Muhammad Fajriana, Fajriana Farida Ariyani, Pipin Fatima, Soomal Fatma Suryani Harahap Ferdiansyah, Faras Fithriana, Arin Fitri Ramadani Fitria, Suci Frangky, Frangky Genius, Dinda Ginting, Chris Dayanti Br. GITA PRATIWI Hadrianti, Siska Hairawaty, Hairawaty Handayani, A. Asti Hardjianto, Mardi Hariany Idris Harmi, Harmi Harmita Sari Harmita Sari, Harmita Haryana, Haryana Hasyim, Sitti Hajerah Hayatun Nufus Hendri Marhadi Herman, Siska Hiro, Handy Anggara Husna S, Nurul Idrus, Mukhmammad Indah, Nur Amelia Indra Kusdarianto, Indra Irham Irham Irwandi Irwandi Isfayani, Erna Isma Wahyuni Ismail, Sri Ismail, Sri Isma Wahyuni Ismawati Ismawati Jauhari, Yustika Juliawati, Tia Khairunnisa, Ayang Khumaira, Raissa Kurniati Abidin, Kurniati Kurniawan, Fadhil Egi Lika, Agnes Desna M, Zul Fitra M. Ridwan Tikolah M. Ridwan Tikollah Makhrajani Majid Mardes, Siska Mardhayanti, Mardhayanti Maretha, Anggun Marmul, Ardiana Martini Martini Mase, Ariska Putri Mastuinda, Mastuinda Melvariani Syari Batubara Mikola, Virgiawan Arsetya Miranti Miranti Mohamad Jamhari Muflikhah, Itsna Muhammad Amin Muhammad Anandy Anizar Muhammad Azis Muhammad Kasran Muhammad Kusasi Muhammad Tahir Mukhammad Idrus Mulki, Aulia Mushoddiq Rahman, Ahmad Nashiruddin Mustahar, Lutfiah Amalia N, Renny Afriany Nadia Nadia Natasyah, Natasyah Nugraha, Abid Arya Nur Afiah, Nur Nur Ainun Nur, Raudha Nurafni Oktafiyah Nurafni Oktaviyah Nuraisyiah, Nuraisyiah Nurjannah Nurlela Nurlela Nurlinda Nurlinda, Nurlinda Nurmaini Ginting Nurmala Nurmala Pratiwi, Ervia Puspitasari, Anggun Putri Maharani Putri Putri, Putri Putri Ramadhanii, Andi Ayu Qudratullah, Qudratullah Rahmadina, Rahmadina Rahmalia Dahman Rahmat Kamaruddin Rahmawati M, Rahmawati Rahmi Rahmi Rajab, Mirnawati Abdul Rajiman, Widyawanti Ramadhani, Anindya Ramadhani, Resky RANI RANI, RANI Rasma Rasma Razak, Nur Rahmatika Reski Resa Putra Rijal, Abd Rijal, Abdul Risa Rukmana Ritman Ishak Paudi Rizka Cintya Edwar Roeswidiah, Ririt Rudolf Sinaga Ruliaty Ruliaty, Ruliaty Rusdiyanta, Rusdiyanta Ruslan Majid, Ruslan Ruwirohi, Jan Everhard Ryketeng, Masdar S, Masnawaty Safri, Andi Harun Sahade Saharuddin Salyani, Salyani Samsa, Satriani Sangkala, Masnawaty Santoso, Raditya Hadi Sapar Sapar Saputri, Naifa Sarmila, Sarmila Satriani Satriani Siswanto, Deny Hadi Soloweno, Sarmila Ramadhani Sriyanti, Lita Sudirman, Anghrina Ananta Sukardi Weda, Sukardi Sukmawati, Sukma Sulfikaeni, Sulfikaeni Suparman Suparman Surianto, Nurul Maghfirah Suryadi Suryadi Syahfitri, Azifah Syahfrika, Elvina Tangdi, Maria Miranti Taufik Ahman Titin Fatimah Tri Wahyuni Tri Wulan Ananta Usemahu, Nurma Yuni Pary Usman Usman Utami, Rizka Putri Wahyuni Sari, Rasidah Wardana Wardana Warka Syachbrani Warlinda Warlinda, Warlinda Winanda, Winanda Windarto, Windarto Windihastuty, Wiwin yanti, Risda Yauri, Andi Muhammad