Factors associated with the presence of anxiety and depression symptoms in rural hypertensive adults in Bangladesh: leveraging extreme gradient booster machine learning algorithm
In Bangladesh, around 6% rural individuals with hypertension experienced the presence of anxiety and depression symptoms. Educational status, marital status, CVD and family history of hypertension were key factors linked to both outcomes. Future research is needed to validate these findings.
Authors
- Md. Nazrul Islam Mondal (ORCID: https://orcid.org/0000-0001-7550-7226)
- Manzur Kader (ORCID: https://orcid.org/0000-0001-8181-648X)
- Md. Zahidul Islam (ORCID: https://orcid.org/0000-0002-5328-0486)
- Farzana Akhter Bornee
- Mohammad Rocky Khan Chowdhury (ORCID: https://orcid.org/0000-0003-1934-1748)
- Baki Billah (ORCID: https://orcid.org/0000-0002-0419-8216)
- Zarin Raihana
Institutions
- Dalarna University (SE)
- Khulna University of Engineering and Technology (BD)
- Bangladesh Medical University (BD)
- Monash University (AU)
- University of Rajshahi (BD)
Publication Details
- Journal
- Frontiers in Psychology
- Published
- 2025-09-10
- DOI
- https://doi.org/10.3389/fpsyg.2025.1650667
- Citations
- 1
- Primary Topic
- Cardiac Health and Mental Health
- Type
- article
- Field-Weighted Citation Impact
- 1.39
Funders
- Monash University
- Högskolan Dalarna
- Rajshahi University