Trends in health literacy discussions within primary health care research: A topic analysis using machine learning techniques

Our findings highlight that health literacy is a multifaceted concept that not only enables healthier living and disease management but also prevents various severe health conditions, improving overall life quality and satisfaction with health services. The importance of sustained health literacy initiatives, effective communication, and the vested interests of both patients and healthcare professionals are highlighted, underscoring the need for ongoing commitment in this area.

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Publication Details

Journal
Atención Primaria
Published
2026-01-15
DOI
https://doi.org/10.1016/j.aprim.2025.103441
Primary Topic
Health Literacy and Information Accessibility
Type
article
Field-Weighted Citation Impact
0.00
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article

Trends in health literacy discussions within primary health care research: A topic analysis using machine learning techniques

Andrew D. Pinto, Thiago Gomes da Trindade, Fatih Safa Erenay, Benita Hosseini et al.
Atención Primaria
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Trends in health literacy discussions within primary health care research: A topic analysis using machine learning techniques

Andrew D. Pinto, Thiago Gomes da Trindade, Fatih Safa Erenay, Benita Hosseini, Ümit Cali, Ömer Aydın, Muhammet Damar
article en

Abstract

Our findings highlight that health literacy is a multifaceted concept that not only enables healthier living and disease management but also prevents various severe health conditions, improving overall life quality and satisfaction with health services. The importance of sustained health literacy initiatives, effective communication, and the vested interests of both patients and healthcare professionals are highlighted, underscoring the need for ongoing commitment in this area.

Atención PrimariaVol. 58(3)
St. Michael's Hospital (CA), University of Waterloo (CA), Manisa Celal Bayar University (TR), University of Toronto (CA), Norwegian University of Science and Technology (NO), Universidade Federal do Rio Grande do Norte (BR), Public Health Ontario (CA), Muğla University (TR)
Quality Education
Openalex Percentile: Top 89%
Health Literacy and Information Accessibility
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