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Pemodelan Faktor yang Mempengaruhi Indeks Demokrasi Indonesia Menggunakan Spline Truncated Hanny Valida; M. Fariz Fadillah Mardianto; Amelia, Dita; Suliyanto, Suliyanto
Jurnal Pendidikan Matematika Vol. 3 No. 2 (2026): February
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/ppm.v3i2.2478

Abstract

Penelitian ini bertujuan menganalisis faktor-faktor yang memengaruhi Indeks Demokrasi Indonesia (IDI) menggunakan pendekatan regresi spline linier terpotong nonparametrik. Data yang digunakan merupakan data sekunder cross-section dari 34 provinsi di Indonesia pada tahun 2024, dengan variabel prediktor berupa Indeks Pemberdayaan Gender, Indeks Kebebasan Pers, dan Indeks Pembangunan Manusia. Pemilihan model dilakukan menggunakan kriteria Generalized Cross Validation (GCV) untuk menentukan jumlah dan posisi knot yang optimal. Hasil analisis menunjukkan bahwa model terbaik diperoleh dengan tiga titik knot, menghasilkan nilai GCV sebesar 6,79 dan koefisien determinasi (R²) sebesar 89,37 persen. Hasil penelitian menunjukkan adanya hubungan nonlinier antara variabel prediktor dan IDI. Indeks Pemberdayaan Gender memberikan pengaruh positif pada tingkat rendah hingga menengah, namun berubah menjadi negatif pada tingkat yang lebih tinggi. Indeks Kebebasan Pers menunjukkan pengaruh positif pada tingkat rendah tetapi cenderung negatif setelah melewati titik tertentu. Sementara itu, Indeks Pembangunan Manusia memberikan pengaruh positif yang konsisten terhadap IDI. Temuan ini menunjukkan bahwa kualitas demokrasi di Indonesia dipengaruhi oleh dinamika sosial dan institusional yang kompleks.
The Effect of Technical Quality, Functional Quality, and Hospital Image on Patient Satisfaction Mediated by Patient Experience: A Study of Periodontics Specialist Services at RSGMP Unsoed Pratiwi, Dewi Ayu; Suliyanto, Suliyanto
Jurnal Sosial Teknologi Vol. 6 No. 3 (2026): Jurnal Sosial dan Teknologi
Publisher : CV. Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/jurnalsostech.v6i3.32722

Abstract

This study aims to analyse the effect of technical quality, functional quality, and hospital image on patient satisfaction, with patient experience as a mediating variable, in periodontics specialist services at RSGMP Unsoed. The study employs a quantitative approach using a survey method. The research population comprises all patients who have received periodontics specialist services, with a purposive sampling technique yielding a total of 120 respondents. Data collection was conducted using a structured questionnaire based on indicators of technical quality, functional quality, hospital image, patient experience, and patient satisfaction. Data were analysed using the Partial Least Squares–Structural Equation Modelling (PLS-SEM) method with the aid of SmartPLS software to test both the measurement model and the structural model. The results indicate that technical quality, functional quality, and hospital image each have a positive and significant effect on patient experience. Furthermore, patient experience has a positive and significant effect on patient satisfaction. The mediation test results demonstrate that patient experience significantly mediates the effect of technical quality, functional quality, and hospital image on patient satisfaction. These findings confirm that patient satisfaction is not solely determined by clinical outcomes, but also by the patient experience throughout the service process. Therefore, hospitals need to enhance the technical and functional quality of their services and maintain a consistent hospital image in order to cultivate a positive patient experience and continuously improve patient satisfaction.
Co-Authors Adyatma, Isryad Yoga Afifa, Fitriana Nur Aflaha, Nabila Shafa Ahmed Bakhit, Mohammed Elfadil Aliffia, Netha Alisa Tri Nawarini, Alisa Tri Anggakusuma, Aurellia Calista Ariani, Fildzah Tri Januar Arini, Destia Vindha Aris Kurniawan Aris Susetyo Ariyawan, Jovansha Arofah, Triani Arrofah, Aini Divayanti ary yunanto Astuti, Nurul Istiqomah Tri Aulia, Niswa Faizah Auliyah, Nina Bambang Agus Pramuka Christiano Ginzel, Bryan Given Dewanty, Sanda Insania Dewi Susilowati Dewi, Cyntia Dita Amelia Dita Amelia, Dita Eliada Herwiyanti Elly Ana Evelyn, Jennifer Fadliyana Ekawaty Fauzi, Doni Muhammad Fitri, Marfa Audilla Fitriani, Mubadi'ul Fortunata, Regina Gunistiyo, Gunistiyo Hanny Valida Hidrotunnisa, Hidrotunnisa Hizbullah, Firqa Aqila Indradewa, Rhian Indyastuti, Nurhayati Irawan, Andry Kholidiyah, Azizatul Koesnadi, Grace Lucyana M. Fariz Fadillah Mardianto Mahfudhotin, Mahfudhotin MANDIRA, DARA AJENG Mustaufik Nahar, Muhammad Hafidzuddin Najmudin Naura, Sheila Sevira Asteriska Nendyah Roestijawati Nugraha, Galuh Cahya Nurdin, Nabila OKTARIA, RINA RINA Oktavia, Sabrina Salsa Parno Parno Prabaningrum, Meliyana Rizki Pradipta, Refius Pratama, Bagas Shata Pratama, Fachriza Yosa Pratiwi, Dewi Ayu PUJI LESTARI Putri, Lisa Amanda Rachmatiko, Rofi Rahab Rahab, Rahab Rahmajati, Emir Surya Ramadhanti, Aulia Raya, Kezya Bato Riska Amalya Nasution Rohiwan, Sidik Salsabila, Fatiha Nadia Salsabila, Hanif Sediono, Sediono Setyanto, Refius Pradipta Setyowati, Ratna Faridah Shabariyatun, Tri Aprilisa Siti Zulaikha Sudarto Sudarto Sulasih Sulasih Suryati Suryati Suyono, Billy Christandy Tjahjono, Eko Toha Saifudin Ubadah, Mohammad Noufal Valida, Hanny Wahyuningtyas, Ida Puspitarini Weni Novandari Weni, Weni Wulandari, Indana Zulfa Yuwono, Antri Zhafira, Azizah Atsariyyah