Evidence map›Paper›PMID 35073506›Full record

SynthesisThe American journal of tropical medicine and hygiene2022

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

Ana De Menezes, Ana Carolina Nunes, Denise Nacif Pimenta, Gabriela Lotta, Theresia Nkya, Morgana Martins Krieger, Brunah Schall, Clare Wenham

Abstract readSystematic Review
In one paragraph

Synthesis in The American journal of tropical medicine and hygiene, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ana De MenezesDepartment of Geography and Environment, The London School of Economics and Political Science (LSE), London, United Kingdom.
Ana Carolina NunesGetulio Vargas Foundation (FGV EAESP), São Paulo, Brazil.
Denise Nacif PimentaRené Rachou Institute (Fiocruz Minas), Oswaldo Cruz Foundation, Belo Horizonte, Brazil.
Gabriela LottaGetulio Vargas Foundation (FGV EAESP), São Paulo, Brazil.
Theresia NkyaInternational Center of Insect Physiology and Ecology, Nairobi, Kenya.
Morgana Martins KriegerGetulio Vargas Foundation (FGV EAESP), São Paulo, Brazil.
Brunah SchallRené Rachou Institute (Fiocruz Minas), Oswaldo Cruz Foundation, Belo Horizonte, Brazil.
Clare WenhamDepartment of Health Policy, The London School of Economics and Political Science (LSE), London, United Kingdom.

Funding

Wellcome Trust 218750/Z/19/Z
6 · The paper itself

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 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.

Indexed as

Community Health WorkersText MessagingData MiningDelivery of Health CareFemaleHumansMalePolicyPregnancy

Identifiers

PMID35073506
PMCPMC8922516

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.