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What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis
BACKGROUND: Many studies have shown that low health literacy (HL) is associated with several adverse outcomes. In this study, we systematically reviewed the prevalence of low HL in Europe. METHODS: PubMed, Embase, and Scopus were searched. Cross-sectional studies conducted in the European Union (EU)...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947142/ https://www.ncbi.nlm.nih.gov/pubmed/33403622 http://dx.doi.org/10.1007/s11606-020-06407-8 |
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author | Baccolini, V. Rosso, A. Di Paolo, C. Isonne, C. Salerno, C. Migliara, G. Prencipe, G. P. Massimi, A. Marzuillo, C. De Vito, C. Villari, P. Romano, F. |
author_facet | Baccolini, V. Rosso, A. Di Paolo, C. Isonne, C. Salerno, C. Migliara, G. Prencipe, G. P. Massimi, A. Marzuillo, C. De Vito, C. Villari, P. Romano, F. |
author_sort | Baccolini, V. |
collection | PubMed |
description | BACKGROUND: Many studies have shown that low health literacy (HL) is associated with several adverse outcomes. In this study, we systematically reviewed the prevalence of low HL in Europe. METHODS: PubMed, Embase, and Scopus were searched. Cross-sectional studies conducted in the European Union (EU), published from 2000, investigating the prevalence of low HL in adults using a reliable tool, were included. Quality was assessed with the Newcastle-Ottawa Scale. Inverse-variance random effects methods were used to produce pooled prevalence estimates. A meta-regression analysis was performed to assess the association between low HL and the characteristics of the studies. RESULTS: The pooled prevalence of low HL ranged from of 27% (95% CI: 18–38%) to 48% (95% CI: 41–55%), depending on the literacy assessment method applied. Southern, Western, and Eastern EU countries had lower HL compared to northern Europe (β: 0.87, 95% CI: 0.40–1.35; β: 0.59, 95% CI: 0.25–0.93; and β: 0.72, 95% CI: 0.06–1.37, respectively). The assessment method significantly influenced the pooled estimate: compared to word recognition items, using self-reported comprehensions items (β: 0.61, 95% CI: 0.15–1.08), reading or numeracy comprehensions items (β: 0.77, 95% CI: 0.24–1.31), or a mixed method (β: 0.66, 95% CI: 0.01–1.33) found higher rates of low HL. Refugees had the lowest HL (β: 1.59, 95% CI: 0.26–2.92). Finally, lower quality studies reported higher rates of low HL (β: 0.56, 95% CI: 0.06–1.07). DISCUSSION: We found that low HL is a public health challenge throughout Europe, where one in every three to almost one in every two Europeans may not be able to understand essential health-related material. Additional research is needed to investigate the underlying causes and to develop remedies. PROSPERO REGISTRATION: CRD42019133377 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-020-06407-8. |
format | Online Article Text |
id | pubmed-7947142 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-79471422021-03-28 What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis Baccolini, V. Rosso, A. Di Paolo, C. Isonne, C. Salerno, C. Migliara, G. Prencipe, G. P. Massimi, A. Marzuillo, C. De Vito, C. Villari, P. Romano, F. J Gen Intern Med Review Paper BACKGROUND: Many studies have shown that low health literacy (HL) is associated with several adverse outcomes. In this study, we systematically reviewed the prevalence of low HL in Europe. METHODS: PubMed, Embase, and Scopus were searched. Cross-sectional studies conducted in the European Union (EU), published from 2000, investigating the prevalence of low HL in adults using a reliable tool, were included. Quality was assessed with the Newcastle-Ottawa Scale. Inverse-variance random effects methods were used to produce pooled prevalence estimates. A meta-regression analysis was performed to assess the association between low HL and the characteristics of the studies. RESULTS: The pooled prevalence of low HL ranged from of 27% (95% CI: 18–38%) to 48% (95% CI: 41–55%), depending on the literacy assessment method applied. Southern, Western, and Eastern EU countries had lower HL compared to northern Europe (β: 0.87, 95% CI: 0.40–1.35; β: 0.59, 95% CI: 0.25–0.93; and β: 0.72, 95% CI: 0.06–1.37, respectively). The assessment method significantly influenced the pooled estimate: compared to word recognition items, using self-reported comprehensions items (β: 0.61, 95% CI: 0.15–1.08), reading or numeracy comprehensions items (β: 0.77, 95% CI: 0.24–1.31), or a mixed method (β: 0.66, 95% CI: 0.01–1.33) found higher rates of low HL. Refugees had the lowest HL (β: 1.59, 95% CI: 0.26–2.92). Finally, lower quality studies reported higher rates of low HL (β: 0.56, 95% CI: 0.06–1.07). DISCUSSION: We found that low HL is a public health challenge throughout Europe, where one in every three to almost one in every two Europeans may not be able to understand essential health-related material. Additional research is needed to investigate the underlying causes and to develop remedies. PROSPERO REGISTRATION: CRD42019133377 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-020-06407-8. Springer International Publishing 2021-01-05 2021-03 /pmc/articles/PMC7947142/ /pubmed/33403622 http://dx.doi.org/10.1007/s11606-020-06407-8 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Review Paper Baccolini, V. Rosso, A. Di Paolo, C. Isonne, C. Salerno, C. Migliara, G. Prencipe, G. P. Massimi, A. Marzuillo, C. De Vito, C. Villari, P. Romano, F. What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title | What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title_full | What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title_fullStr | What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title_full_unstemmed | What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title_short | What is the Prevalence of Low Health Literacy in European Union Member States? A Systematic Review and Meta-analysis |
title_sort | what is the prevalence of low health literacy in european union member states? a systematic review and meta-analysis |
topic | Review Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947142/ https://www.ncbi.nlm.nih.gov/pubmed/33403622 http://dx.doi.org/10.1007/s11606-020-06407-8 |
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