Evidence map›Paper›PMID 37713260›Full record

ArticleJournal of medical Internet research2023

Gender-Based Violence Narratives in Internet-Based Conversations in Nigeria: Social Listening Study.

Martha Silva, Udochisom Anaba, Nrupa Jani Tulsani, Pooja Sripad, Jonathan Walker, Adolor Aisiri

Open access · goldAbstract read
In one paragraph

Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
4.5field-weighted citation impact, top 6% of its field
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

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 10 citations in OpenAlex.

  1. Pooled it
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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

6 authors at 3 institutions in 2 countries.

Martha SilvaDepartment of International Health and Sustainable Development, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States.ORCID 0000-0003-0820-7172
Udochisom AnabaDepartment of International Health and Sustainable Development, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States.ORCID 0000-0002-2590-5231
Nrupa Jani TulsaniPopulation Council, Washington, DC, United States.ORCID 0000-0001-6768-9963
Pooja SripadPopulation Council, Washington, DC, United States.ORCID 0000-0002-1166-5564
Jonathan WalkerFluency M&C Saatchi, New York, NY, United States.ORCID 0000-0002-4103-1714
Adolor AisiriDepartment of International Health and Sustainable Development, School of Public Health and Tropical Medicine, Tulane University, Abuja, Nigeria.ORCID 0000-0002-1682-590X
Population Council · USTulane University · USUniversity of Abuja · NG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOvercoming gender inequities is a global priority recognized as essential for improved health and human development. Gender-based violence (GBV) is an extreme manifestation of gender inequities enacted in real-world and internet-based environments. In Nigeria, GBV has come to the forefront of attention since 2020, when a state of emergency was declared due to increased reporting of sexual violence. Understanding GBV-related social narratives is important to design public health interventions.

objectiveWe explore how gender-related internet-based conversations in Nigeria specifically related to sexual consent (actively agreeing to sexual behavior), lack of consent, and slut-shaming (stigmatization in the form of insults based on actual or perceived sexuality and behaviors) manifest themselves and whether they changed between 2017 and 2022. Additionally, we explore what role events or social movements have in shaping gender-related narratives in Nigeria.

methodsSocial listening was carried out on 12,031 social media posts (Twitter, Facebook, forums, and blogs) and almost 2 million public searches (Google and Yahoo search engines) between April 2017 and May 2022. The data were analyzed using natural language processing to determine the most salient conversation thematic clusters, qualitatively analyze time trends in discourse, and compare data against selected key events.

resultsBetween 2017 and 2022, internet-based conversation about sexual consent increased 72,633%, from an average 3 to 2182 posts per month, while slut-shaming conversation (perpetrating or condemning) shrunk by 9%, from an average 3560 to 3253 posts per month. Thematic analysis shows conversation revolves around the objectification of women, poor comprehension of elements of sexual consent, and advocacy for public education about sexual consent. Additionally, posters created space for sexual empowerment and expressions of sex positivity, pushing back against others who weaponize posts in support of slut-shaming narrative. Time trend analysis shows a greater sense of empowerment in advocating for education around the legal age of consent for sexual activity, calling out double standards, and rejecting slut-shaming. However, analysis of emotions in social media posts shows anger was most prominent in sexual consent (n=1213, 73%) and slut-shaming (n=226, 64%) posts. Organic social movements and key events (#ArewaMeToo and #ChurchToo, the #SexforGrades scandal, and the #BBNaija television program) played a notable role in sparking discourse related to sexual consent and slut-shaming.

conclusionsSocial media narratives are significantly impacted by popular culture events, mass media programs, social movements, and micro influencers speaking out against GBV. Hashtags, media clips, and other content can be leveraged effectively to spread awareness and spark conversation around evolving gender norms. Public health practitioners and other stakeholders including policymakers, researchers, and social advocates should be prepared to capitalize on social media events and discourse to help shape the conversation in support of a normative environment that rejects GBV in all its forms.

Indexed as

Gender-Based ViolenceCommunicationFemaleHumansInternetNarrationNigeriaconsentdiscriminationgender-based violencegender inequalitiesnatural language processingNigeriasexual consentsexual healthsocial listeningsocial mediaTwitter

Identifiers

PMID37713260
PMCPMC10541644
OpenAlexW4386758036

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.