A Refined Neutrosophic Framework for Music Teaching Quality Evaluation in Higher Education Institutions: Ensuring Robustness and Transparency

Abstract

 Professional musicians, educators, and academics who make contributions to the 
academic and cultural domains are largely shaped by the caliber of music instruction provided 
at higher education institutions. A multifaceted approach that considers community impact, 
research involvement, educational efficacy, and artistic performance is necessary to evaluate the 
quality of instruction in this discipline. Ten criteria, including curriculum design, teaching 
innovation, student development, career preparation, and faculty professional expertise, are 
developed in this study and applied to eight different teaching models, ranging from 
conservatory-style training to technology-enhanced and interdisciplinary approaches. This study 
uses Single Valued Neutrosophic Refined Numbers to overcome uncertainty problems. The 
framework emphasizes the necessity for music education to strike a balance between innovation 
and tradition while simultaneously meeting the changing demands of the music business and 
students. This assessment offers insightful information for organizations looking to boost their 
position in cultural development, improve student results, and improve teaching methods by 
combining artistic and academic aspects. 

DOI: 10.5281/zenodo.16903519