Cluster analysis of social determinants of health and HIV/AIDS knowledge among Peruvian youths using Kohonen’s self-organized maps: a data-exploration study based on a Demographic and health survey
Kohonen's neural networks allowed the identification of patterns and behaviors among youths in Peru, quantifying and characterizing the four social clusters regarding HIV/AIDS and their social determinants. Kohonen's maps may benefit healthcare professionals and policymakers by offering a useful method for tailoring interventions and policies based on the detected profiles, thereby enhancing the visibility of these focal points at the national level.
Authors
- Alejandro Aybar-Flores (ORCID: https://orcid.org/0000-0001-7080-3325)
- Alvaro Talavera (ORCID: https://orcid.org/0000-0002-2193-4270)
- Elizabeth Espinoza-Portilla (ORCID: https://orcid.org/0000-0002-5068-5357)
Institutions
- Pacific University (US)
- Universidad Continental (PE)
- University of the Pacific (PE)
Publication Details
- Journal
- Global Health Action
- Published
- 2024-12-31
- DOI
- https://doi.org/10.1080/16549716.2024.2438070
- Citations
- 3
- Primary Topic
- Data-Driven Disease Surveillance
- Type
- article
- Field-Weighted Citation Impact
- 1.16