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Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review
Gender intersects with healthcare systems; this is equally true for arboviral vector control efforts. However, there is as yet no comprehensive analysis as to how vector control is gendered. Hence, our objective is to provide the first thematic scoping and spatial distribution of the literature on g...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The American Society of Tropical Medicine and Hygiene
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922516/ https://www.ncbi.nlm.nih.gov/pubmed/35073506 http://dx.doi.org/10.4269/ajtmh.21-0619 |
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author | De Menezes, Ana Nunes, Ana Carolina Pimenta, Denise Nacif Lotta, Gabriela Nkya, Theresia Krieger, Morgana Martins Schall, Brunah Wenham, Clare |
author_facet | De Menezes, Ana Nunes, Ana Carolina Pimenta, Denise Nacif Lotta, Gabriela Nkya, Theresia Krieger, Morgana Martins Schall, Brunah Wenham, Clare |
author_sort | De Menezes, Ana |
collection | PubMed |
description | Gender intersects with healthcare systems; this is equally true for arboviral vector control efforts. However, there is as yet no comprehensive analysis as to how vector control is gendered. Hence, our objective is to provide the first thematic scoping and spatial distribution of the literature on gender, community health workers, and vector control. The authors use a systematic review approach to collect the academic literature on gender, community health workers, and vector control in Web of Science, Scopus, and PubMed (7,367 articles). After applying the exclusion criteria, 2,812 articles were analyzed using machine learning techniques: text mining and quantitative text analysis. The authors use topic modeling to assess the thematic scope of the literature and analyze the spatial distribution of themes. Our results show that the literature’s spatial scope is strongly represented by the global south as research was conducted mainly in Latin America, Africa, and Asia, places with greater incidence of vector-borne disease and with health systems, which incorporate community healthcare workers. However, there are significant spatial heterogeneities in where and how research is conducted. The topic analysis reveals that the literature predominantly considers issues of sex (e.g., pregnancy) and gender as it relates motherhood. Gendered considerations occur upon implementation of vector control policies, rather than being mainstreamed into their development and delivery. There is a need to deepen the analysis to allow for gendered aspects to be understood beyond binary sex differences and/or reproductive health. |
format | Online Article Text |
id | pubmed-8922516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The American Society of Tropical Medicine and Hygiene |
record_format | MEDLINE/PubMed |
spelling | pubmed-89225162022-03-21 Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review De Menezes, Ana Nunes, Ana Carolina Pimenta, Denise Nacif Lotta, Gabriela Nkya, Theresia Krieger, Morgana Martins Schall, Brunah Wenham, Clare Am J Trop Med Hyg Review Article Gender intersects with healthcare systems; this is equally true for arboviral vector control efforts. However, there is as yet no comprehensive analysis as to how vector control is gendered. Hence, our objective is to provide the first thematic scoping and spatial distribution of the literature on gender, community health workers, and vector control. The authors use a systematic review approach to collect the academic literature on gender, community health workers, and vector control in Web of Science, Scopus, and PubMed (7,367 articles). After applying the exclusion criteria, 2,812 articles were analyzed using machine learning techniques: text mining and quantitative text analysis. The authors use topic modeling to assess the thematic scope of the literature and analyze the spatial distribution of themes. Our results show that the literature’s spatial scope is strongly represented by the global south as research was conducted mainly in Latin America, Africa, and Asia, places with greater incidence of vector-borne disease and with health systems, which incorporate community healthcare workers. However, there are significant spatial heterogeneities in where and how research is conducted. The topic analysis reveals that the literature predominantly considers issues of sex (e.g., pregnancy) and gender as it relates motherhood. Gendered considerations occur upon implementation of vector control policies, rather than being mainstreamed into their development and delivery. There is a need to deepen the analysis to allow for gendered aspects to be understood beyond binary sex differences and/or reproductive health. The American Society of Tropical Medicine and Hygiene 2022-03 2022-01-24 /pmc/articles/PMC8922516/ /pubmed/35073506 http://dx.doi.org/10.4269/ajtmh.21-0619 Text en © 2022 by The American Society of Tropical Medicine and Hygiene https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Review Article De Menezes, Ana Nunes, Ana Carolina Pimenta, Denise Nacif Lotta, Gabriela Nkya, Theresia Krieger, Morgana Martins Schall, Brunah Wenham, Clare Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title | Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title_full | Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title_fullStr | Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title_full_unstemmed | Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title_short | Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review |
title_sort | examining the intersection between gender, community health workers, and vector control policies: a text mining literature review |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922516/ https://www.ncbi.nlm.nih.gov/pubmed/35073506 http://dx.doi.org/10.4269/ajtmh.21-0619 |
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