Research experience and career factors in relation to mental health problems: Prevalence, risk factors, and machine learning-based predictive estimates
Machine learning models may enable institutions to more effectively identify at-risk students and provide personalized support to foster a supportive research environment, ultimately improving both mental health outcomes and academic success.
Authors
- Nitai Roy (ORCID: https://orcid.org/0000-0002-8454-6128)
- Md Mehedi Hasan (ORCID: https://orcid.org/0009-0000-9636-6688)
- Pronab Das (ORCID: https://orcid.org/0009-0007-2407-2518)
- Firoj Al‐Mamun (ORCID: https://orcid.org/0000-0003-4611-9624)
- Jannatul Ferdaus (ORCID: https://orcid.org/0000-0001-7040-3823)
- David Gozal (ORCID: https://orcid.org/0000-0001-8195-6036)
- Sharmin Akter
- Mohammed A. Mamun (ORCID: https://orcid.org/0000-0002-1728-8966)
- Moneerah Mohammad ALmerab (ORCID: https://orcid.org/0000-0003-4987-0309)
- Md. Omar Faruk (ORCID: https://orcid.org/0009-0004-8413-3042)
- Sabrina Aktar (ORCID: https://orcid.org/0009-0005-1454-6340)
- Aysha Siddiky (ORCID: https://orcid.org/0009-0001-8511-2161)
- Sadikur Rahman (ORCID: https://orcid.org/0000-0002-7827-5333)
- Anonna Haque
- Mohammad Kibria
- Md Emran Hasan (ORCID: https://orcid.org/0000-0003-0221-1090)
- Md Maruf Khan (ORCID: https://orcid.org/0000-0002-5920-4150)
- Milan Kumar Das (ORCID: https://orcid.org/0009-0009-4767-7514)
- Momotaj Begum
- M. Hasan (ORCID: https://orcid.org/0009-0001-7423-4841)
- Rubiya Wazed
- Md. Abu Huraira
- Naoroj Muntashir
Institutions
- Princess Nourah bint Abdulrahman University (SA)
- Gopalganj Science and Technology University (BD)
- Shahjalal University of Science and Technology (BD)
- Bangladesh University of Engineering and Technology (BD)
- Bangladesh Medical University (BD)
- University of Dhaka (BD)
- Hamdard University Bangladesh (BD)
- National University Bangladesh (BD)
- Patuakhali Science and Technology University (BD)
- Noakhali Science and Technology University (BD)
- University of South Asia (BD)
- Nanjing University of Science and Technology (CN)
- Bangladesh Open University (BD)
- Mawlana Bhashani Science and Technology University (BD)
- Chattogram Veterinary and Animal Sciences University (BD)
- Jahangirnagar University (BD)
- Primeasia University (BD)
- Marshall University (US)
- University of Rajshahi (BD)
- Dhaka Medical College and Hospital (BD)
Publication Details
- Journal
- International Journal of Social Psychiatry
- Published
- 2025-08-16
- DOI
- https://doi.org/10.1177/00207640251358085
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 0.00