International Journal For Multidisciplinary Research

E-ISSN: 2582-2160     Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Call for Paper Volume 7, Issue 3 (May-June 2025) Submit your research before last 3 days of June to publish your research paper in the issue of May-June.

Math and Music - A Deep Analysis on Music Habits and Mental Health Disorders

Author(s) Nivaan Kothari
Country India
Abstract This study explores the relationship between music-listening habits and mental health disorders such as anxiety, depression, insomnia, and OCD using a data-driven approach. Analyzing a diverse, self-reported dataset, using machine learning models—including linear regression, Random Forests, and neural networks—were applied to predict mental health outcomes. While advanced models captured some nonlinear patterns, overall predictive power remained modest, indicating that music habits alone cannot fully explain mental health variations. Challenges such as sample bias, limited variables, and the self-reported nature of data were noted. The findings highlight the multifactorial nature of mental health and suggest that future research should incorporate broader lifestyle and environmental factors alongside refined modeling techniques to better understand these complex interactions.
Keywords Music Habits, Mental Health Disorders, Machine Learning Analysis
Field Mathematics
Published In Volume 7, Issue 3, May-June 2025
Published On 2025-05-08
DOI https://doi.org/10.36948/ijfmr.2025.v07i03.43491
Short DOI https://doi.org/g9hskz

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