Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review

Abstract:

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 thefirst 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, 2,812articles were analyzed using machine learning techniques: text mining and quantitative text analysis. The authors usetopic modeling to assess the thematic scope of the literature and analyze the spatial distribution of themes. Our resultsshow that the literature’s spatial scope is strongly represented by the global south as research was conducted mainly inLatin America, Africa, and Asia, places with greater incidence of vector-borne disease and with health systems, whichincorporate community healthcare workers. However, there are significant spatial heterogeneities in where and howresearch is conducted. The topic analysis reveals that the literature predominantly considers issues of sex (e.g., preg-nancy) and gender as it relates motherhood. Gendered considerations occur upon implementation of vector control poli-cies, rather than being mainstreamed into their development and delivery. There is a need to deepen the analysis to allowfor gendered aspects to be understood beyond binary sex differences and/or reproductive health

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APA

Menezes, A (2024). Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review. Afribary. Retrieved from https://tracking.afribary.com/works/examining-the-intersection-between-gender-community-health-workers-and-vector-control-policies-a-text-mining-literature-review

MLA 8th

Menezes, Ana "Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review" Afribary. Afribary, 10 Mar. 2024, https://tracking.afribary.com/works/examining-the-intersection-between-gender-community-health-workers-and-vector-control-policies-a-text-mining-literature-review. Accessed 27 Nov. 2024.

MLA7

Menezes, Ana . "Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review". Afribary, Afribary, 10 Mar. 2024. Web. 27 Nov. 2024. < https://tracking.afribary.com/works/examining-the-intersection-between-gender-community-health-workers-and-vector-control-policies-a-text-mining-literature-review >.

Chicago

Menezes, Ana . "Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review" Afribary (2024). Accessed November 27, 2024. https://tracking.afribary.com/works/examining-the-intersection-between-gender-community-health-workers-and-vector-control-policies-a-text-mining-literature-review

Examining the Intersection between Gender, Community Health Workers, and Vector Control Policies: A Text Mining Literature Review

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