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Syahril
Universitas Serambi Mekkah Banda Aceh
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PERAN SUPERVISI KLINIS DALAM MENINGKATKAN KOMPETENSI PEDAGOGIK GURU SMA Dwi Fuji Hastuti; Ninit Pujianti; Syahril; Irsyad; Novriyanti Achyar
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 02 (2026): Volume 11 Nomor 02, Juni 2026 Public
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i02.47123

Abstract

This research aims to analyze the role of clinical supervision in enhancing the pedagogical competence of high school teachers. The study employs a qualitative approach with a literature review method, using data collection techniques thru observation, interviews, and documentation involving school principals and high school teachers. The research findings indicate that clinical supervision has been implemented thru humanistic, dialogical, and reflective approaches; however, its execution has not been optimal and consistent due to a tendency to use traditional supervisory approaches that are instructive and evaluative in nature, as well as weak follow-up on supervision. This study concludes that clinical supervision plays an important role in enhancing the pedagogical competence of high school teachers; however, it needs to be implemented systematically, collaboratively, and sustainably to provide a comprehensive improvement in teachers' pedagogical competence.
Predicting Financial Distress in a Turbulent World: a Comparative Machine Learning Analysis Across Nations Syahril; J Trujillo T, Pedro
International Journal of Digital Entrepreneurship and Business Vol 6 No 2 (2025): International Journal of Digital Entrepreneurship and Business (IDEB)
Publisher : Universitas Jakarta Internasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52238/ideb.v6i2.292

Abstract

This study evaluates the performance of six machine learning models in predicting financial distress, focusing on Indonesia and comparing with other nations. Using metrics like accuracy, AUC Macro, F1 Macro, F1 Weighted, and Log Loss, we find the Random Forest model with a Standard Scaler Wrapper performs best across most metrics, while LightGBM with MaxAbs Scaler is preferred for deployment due to its robustness and scalability. We analyze feature importance of identifying key factors influencing financial distress, such as investment growth, GDP growth, and economic uncertainty. Our findings highlight the critical role of machine learning in economic forecasting and policymaking, emphasizing the importance of digital optimization and AI-driven decision-making in addressing global financial stability.
ANALISIS MODEL PENGAWASAN BERBASIS KINERJA DALAM PENJAMINAN MUTU PENDIDIKAN TERHADAP PENILAIAN KINERJA GURU DI SEKOLAH Rismayani, Risha; Mija Indra Putra; Syahril; Irsyad; Novriyanti Achyar
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 02 (2026): Volume 11 No. 2, Juni 2026 Publish
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i02.47106

Abstract

This study aims to analyze the performance-based supervision model in educational quality assurance concerning the evaluation of teacher performance in schools. The approach used is qualitative with a literature review method, which involves examining various scientific sources such as journals, books, and relevant educational policy documents. The findings indicate that performancebased supervision can enhance the objectivity, accountability, and effectiveness of teacher performance evaluation when supported by clear indicators, standardized instruments, and continuous follow-up. However, its implementation still faces several challenges, including limited supervisory competencies, a weak evaluation culture, and suboptimal utilization of data. Therefore, it is necessary to strengthen an integrated supervision system within the framework of educational quality assurance.
Co-Authors Abdul Rohman Abrori, Faizul Achyar, Novriyanti Ade Bukti Ramadhan Adi Sutopo ADLIN, ADLIN Ageng Putra Mulya AGUNG SETIAWAN Ahmad Sabandi Ahmad Suro Prayogo Airul Syahrif Akbar, Tarmizi Al Fikri Akbar Fahmi Alan Febriansyah Alfakih Anggi Subekti Ali Mahpudin Alif Norwaheid Annory Ambiyar, Ambiyar Anhar, Hafifah ANISAH Antaridha AR, Muslim Ardi Hidayat Ardita Ariesta Heksarini Ariffudin Arum Porbowati Aryanto Aulia Fransiska AULIA, YENNI Azmil Azman A’in, Nurul Bambang Barus, Apriwati Bonari Hasibuan Br Bangun, Elsi Titasari Budijono, Budijono Dahliawati Dalfin Susanto Dedi Julianto Desi Amalia Putri Dewi, Debora Sari Dina Khoirina Doni Winarso, Doni Dwi Fuji Hastuti Edi Mulyadi Edo Arribe, Edo Eva Desembrianita Fadhila Noor Isnaieni Fadhilah Fadhilah Faiz Muqorrir Kaaffah Faizul Hamdani Fajrizal Fauzi , Kms. Muhammad Amin Fauzi, Muhammad Amin Geni Firuliadhim Giatman Giatman, M Gilang Akirul Ramadan Gistituati, Nurhijrah Gultom, Lasria Sari Hafsari, Rizka Hamdhan, Indra Noer Hansi Effendi Haq, Syaiful Harahap, Riva Ubar Hasrian Rudi Setiawan Hia, Titonik Husni Mubarak Husni, Mhd. Al-Aidil Ikmalia Nisa Ramadhani Imam Wahidin Irsyad Ivan Ropyandi Sanjaya J Trujillo T, Pedro Jasrial Juandi Juandi Kadri , Hanif Al Karlina, Lily Kassymova, Gulzhaina Kuralbayevna Khairo Fauzia Rahma Khairunnisa Almadany Lusi Susanti Lusi Susanti, Lusi Lutfiyatun Nakiyah Mahmuda Makhsura, Suri Maria Sampe Marlina, Desy Masbur Melda, Ade Mija Indra Putra Muh. Inayah A.M. MUHAMMAD FAHMI Muhammad Hery Santoso Muhammad, Fadil Muhardi Murdaya, Jojo Murni Astuti Muskhir, Mukhlidi Nellitawati Neni, Laelis Ningrum, Tia Ayu Ninit Pujianti Nizwardi Jalinus Novita, Lola Novrita, Sri Zulfia Nu'man, Agus Nurhaolillah Nurhizrah Gistituati Nursida. Zinatal Hayati, Rofika Nofri Yandra. Oruw, Arikus Osmond, Dony Pahjar Riyudha Prasetya , Linda Putra, Ariefin Alham Jaya R L Harmady Tamba Rahil Khairani Rahmanudin Halawa Rahmi, Nadia Ramadan, Danu Ramli Rani Safitri Rasmida rasyid, soraya Rieneke Ryke Kalalo Rifma Rini Agustin Risfendra, Risfendra Rismayani, Risha Risnal Diansyah, Risnal Rizal Fauzi Rovylendes, Adjuoktoza Rusdinal Rusli Sabandi, Ahmad Sahrun Asis Sari, Dermita Kumala Sarmila Selly Kudrati Ningsih Setyawan, Antonius Ary Setyawan, Herlin Shahrulniza Musa Shaputra, Muhammad Rio Eka Siagian, Novriadi Antonius Simatupang, Wakhinuddin Siti Maria Sitorus, Syahrial Solihin Solly Aryza Sri Rosmiati Sani St. Harpiani Stevenson, Yan Subhan SULASTRI Surya, Rizky Fajar Suryawan, M. Alit Susi Handayani Susi Handayani Syafwatul, Rif’aat Syarif Romi Syarifah Yasmin Fahira Alatas Syukhri Taslim Tertayuda, Yogi Toresa, Dafwen Tri Putra, Weno Aulia Tuti Andriani Wahyuningsih, Yayuk Eko Walhidayat Wan Muhammad Yunus, Wan Muhammad Welasari Wide Mulyana Wijaya, Setiawan Ardi Wulandari, Cut Reza Yasrizal Yesi Elsandra Yoga Zahrudin Yogi Aliarda Yuda, Yuda Maimandre Zakaria, Hadi Zulkarnain, Zulkarnain Hasibuan