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.

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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
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article

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

Alejandro Aybar-Flores, Alvaro Talavera, Elizabeth Espinoza-Portilla
3 citations
Global Health Action
Data-Driven Disease Surveillance
1.16
article

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

Alejandro Aybar-Flores, Alvaro Talavera, Elizabeth Espinoza-Portilla
article en
3 citations

Abstract

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.

Global Health ActionVol. 17(1)
Pacific University (US), Universidad Continental (PE), University of the Pacific (PE)
Openalex Percentile: Top 18%
Data-Driven Disease Surveillance
1.16
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