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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...

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Autores principales: De Menezes, Ana, Nunes, Ana Carolina, Pimenta, Denise Nacif, Lotta, Gabriela, Nkya, Theresia, Krieger, Morgana Martins, Schall, Brunah, Wenham, Clare
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society of Tropical Medicine and Hygiene 2022
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.
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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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