
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
Home
Research Paper
Submit Research Paper
Publication Guidelines
Publication Charges
Upload Documents
Track Status / Pay Fees / Download Publication Certi.
Editors & Reviewers
View All
Join as a Reviewer
Get Membership Certificate
Current Issue
Publication Archive
Conference
Publishing Conf. with IJFMR
Upcoming Conference(s) ↓
WSMCDD-2025
GSMCDD-2025
Conferences Published ↓
ICCE (2025)
RBS:RH-COVID-19 (2023)
ICMRS'23
PIPRDA-2023
Contact Us
Plagiarism is checked by the leading plagiarism checker
Call for Paper
Volume 7 Issue 3
May-June 2025
Indexing Partners



















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 |
Share this

E-ISSN 2582-2160

CrossRef DOI is assigned to each research paper published in our journal.
IJFMR DOI prefix is
10.36948/ijfmr
Downloads
All research papers published on this website are licensed under Creative Commons Attribution-ShareAlike 4.0 International License, and all rights belong to their respective authors/researchers.
