LASSO logistic regression and cluster analysis in predicting adherence and drug patterns among new users of monotherapy for antihypertensive drugs
The results highlighted key factors influencing medication adherence and treatment changes, emphasizing the need for personalized approaches to optimize patient care. Enhancing adherence and provide specific monotherapy for short term and long term plan were beneficial to better personalized treatment.
Authors
- Xuechun Li (ORCID: https://orcid.org/0000-0003-2175-8307)
- Sumaira Mubarik (ORCID: https://orcid.org/0000-0001-6041-1061)
- Mariano Tia
- Catharina C. M. Schuiling‐Veninga (ORCID: https://orcid.org/0000-0002-8527-2608)
- Eelko Hak (ORCID: https://orcid.org/0000-0003-0849-7210)
- Jens Bos (ORCID: https://orcid.org/0000-0001-9209-7564)
Institutions
- University of Groningen (NL)
Publication Details
- Journal
- Journal of Hypertension
- Published
- 2025-06-20
- DOI
- https://doi.org/10.1097/hjh.0000000000004084
- Primary Topic
- Medication Adherence and Compliance
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- China Scholarship Council