Evidence map›Paper›PMID 36573228›Full record

ArticleDialogues in health2023

A sentiment and content analysis of tweets on monkeypox stigma among the LGBTQ+ community: A cue to risk communication plan.

Viola Savy Dsouza, Priyobrat Rajkhowa, B Rashmi Mallya, D S Raksha, V Mrinalini, K Cauvery, Rohit Raj, Indu Toby, Sanjay Pattanshetty, Helmut Brand

Open access · goldAbstract read
In one paragraph

Article in Dialogues in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
5.0field-weighted citation impact, top 3% 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

32 citing papers in PubMed, 69 citations in OpenAlex.

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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

10 authors at 2 institutions in 2 countries.

Viola Savy DsouzaDepartment of Health Policy, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Priyobrat RajkhowaDepartment of Health Policy, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
B Rashmi MallyaDepartment of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
D S RakshaDepartment of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
V MrinaliniDepartment of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
K CauveryDepartment of Global Health Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Rohit RajDepartment of Global Health Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Indu TobyDepartment of Clinical Psychology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Sanjay PattanshettyDepartment of Global Health Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Helmut BrandDepartment of Health Policy, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, Karnataka 576104, India.
Manipal Academy of Higher Education · INMaastricht University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The stigma associated with monkeypox (mpox) may prevent people from following recommended guidelines. Using a "model of stigma communication," this study maps and determines the mpox stigma on Twitter among LGBTQ+ (Lesbian, gay, bisexual, transgender, queer and more) community. Methods: The tweets that contained the terms '#monkeypox', '#MPVS', '#stigma', and '#LGBTQ+' and were published between May 01, 2022 and Sept 07, 2022 were extracted. For sentiment analysis, the VADER, Text Blob, and Flair analysers were implemented. This study evaluated the dynamics of stigma communication based on the "model of stigma communication". A total of 70,832 tweets were extracted, from which 66,387 tweets were passed to the sentiment analyser and 3100 tweets were randomly selected for manual coding. Consolidated Criteria for Reporting Qualitative Research (COREQ) criteria was adopted to report this study Findings: This research provided insight on the cause, communication, and patterns of mpox stigma in the LGBTQ+ community. In the community, stigmatisation was influenced by the group's labelling as the source of monkeypox. Some users believed that mpox resembled previously observed diseases such as HIV/AIDS, and COVID-19. Despite officials and media outlets disseminating information about preventing mpox and stigmatisation, a number of individuals failed to comply. The LGBTQ+ community faced peril in the form of violence due to escalating stigma. Misinformation and misinterpretation spread further stigmatisation. Interpretation: This study indicates that authorities must address misinformation, stigmatization of the LGBTQ+ community, and the absence of a comprehensive risk-communication plan to improve the system. The effects of stigmatization on the vulnerable population must be handled in conjunction with a well-developed risk communication plan, without jeopardizing their wellbeing.

Indexed as

LGBTQ+MonkeypoxMpoxrisk communicationSocial Stigma

Identifiers

PMID36573228
PMCPMC9767808
OpenAlexW4313216102

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.