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Davis A, Nyblade L, Sun Y, Balabekova O, Landers SE, Gryazev D, Tucker JD, Gulyaev V, Rosenthal SL, Lunze K, Tang W, Kuskulov A, Terlikbayeva A, Primbetova S, Chang M, Denebayeva AY, Akhmetova AU, Absemetova A, Karzhaubayeva S, Kassymbekova S, Maximova M, Mussina Z, Bekenova G, Nugmanova Z, Kalmatayeva Z, Polyakova L, Zhazykbaeva ZK, Vinogradov V, Shaikezhanov A, Darisheva M, Orynbetova B, Norakidze E, Kozhakhmet M, Tolegenova A, Imadillda A, Satkhozhina D, Kartamyssov A, Kanieva Z, Aleshina A, Makhan O, Muravyova A, Rahimzanova A, Duisenbayev A, Tursynbek Z, Dias N, Beken M, Murzakhan M, Brown ZA, Maitekov D, Li A, Mergen S, Mergenov D, Kuanysh A, Rakhimbekov A, Baisbay Y, Aruzhan A, Kozhambet Z, Grebenchishikov D, Bekker D, Kozhamberdiev S, Salykov D, Sagimbayeva M, Yussupova K, Mergenova G. A digital citizen science intervention to reduce HIV stigma and promote HIV testing: a randomized clinical trial among adolescents and young adults in Kazakhstan. Sex Health 2025; 22:SH24235. [PMID: 40146739 DOI: 10.1071/sh24235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Accepted: 03/04/2025] [Indexed: 03/29/2025]
Abstract
Background Kazakhstan has a high HIV incidence among adolescents and young adults (AYA), and high HIV stigma contributing to low HIV testing uptake. We examined whether an AYA-developed digital crowdsourced intervention reduced HIV stigma compared with conventional public health materials among AYA in Almaty, Kazakhstan. Methods A total of 216 AYA (females:116/males:110) aged 16-24 years were recruited to the online study cohort and randomized 1:1 to the intervention or control arm. AYA were exposed to the crowdsourced intervention or control materials once a week for 5weeks, with equivalent exposures between arms. Outcomes included a total HIV stigma score assessed at baseline, immediately post-intervention and 2months post-intervention from January to August 2023. We conducted multilevel mixed models to compare changes over time by arm and sex. Results AYA in the intervention arm had significantly lower HIV testing stigma 2months post-intervention (adjusted mean change (AMC): -0.73 (-1.07, -0.39)) than AYA in the control arm (AMC: -0.06 (-0.42, 0.30); P =0.032). Female AYA in the intervention arm had significantly lower total HIV stigma immediately post-intervention (AMC: -4.91 (-7.25, -2.58)) and 2months post-intervention (AMC: -5.16 (-7.48, -2.84)) than females in the control arm (immediately post-intervention AMC: -0.03 (-2.63, 2.57) and 2-months post-intervention AMC: -0.07 (-2.70, 2.56); P =0.012, P =0.012). Conclusions The AYA-developed crowdsourced intervention decreased HIV testing stigma, although this effect was moderated by sex, and decreased total HIV stigma among female AYA. Crowdsourced interventions may be a promising way to engage communities to develop interventions to decrease HIV stigma.
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Affiliation(s)
- Alissa Davis
- School of Social Work, Columbia University, New York, NY, USA
| | | | - Yihang Sun
- School of Social Work, Columbia University, New York, NY, USA
| | - Olga Balabekova
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Sara E Landers
- School of Social Work, Columbia University, New York, NY, USA
| | - Denis Gryazev
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Joseph D Tucker
- Institute for Global Health and Infectious Diseases, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA; and Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Valera Gulyaev
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Susan L Rosenthal
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA; and Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Karsten Lunze
- Section of General Internal Medicine, Department of Medicine, Boston Medical Center, Boston, MA, USA; and Chobanian and Avedisian School of Medicine, Boston University, Boston, MA, USA
| | - Weiming Tang
- Institute for Global Health and Infectious Diseases, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Azamat Kuskulov
- School of Social Work, Columbia University, New York, NY, USA
| | - Assel Terlikbayeva
- School of Social Work, Columbia University, New York, NY, USA; and Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Sholpan Primbetova
- School of Social Work, Columbia University, New York, NY, USA; and Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Mingway Chang
- School of Social Work, Columbia University, New York, NY, USA
| | | | | | | | - Sholpan Karzhaubayeva
- Almaty City Center for Human Reproduction, Youth and Family Health Department, Almaty, Kazakhstan
| | | | - Marina Maximova
- Kazakh Scientific Center of Dermatology and Infectious Diseases, Almaty, Kazakhstan
| | - Zhannat Mussina
- Kazakh Scientific Center of Dermatology and Infectious Diseases, Almaty, Kazakhstan
| | - Gulnar Bekenova
- Kazakhstan Association for Sexual and Reproductive Health, Almaty, Kazakhstan
| | | | | | | | | | | | | | | | | | | | | | | | - Aknur Imadillda
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | | | - Zhamilya Kanieva
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Albina Aleshina
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Olzhas Makhan
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Aida Muravyova
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | | | | | - Nurgazy Dias
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Malika Beken
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Miras Murzakhan
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | - Daniyal Maitekov
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Artur Li
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | - Dautali Mergenov
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Amirali Kuanysh
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | - Yenlik Baisbay
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | - Alibek Aruzhan
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | | | - Dmitriy Bekker
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | - Dauren Salykov
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
| | | | - Kamila Yussupova
- Global Health Research Center of Central Asia, Almaty, Kazakhstan
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Sullivan RP, Bukulatjpi SM, Binks P, Hosking K, Nundhirribala P, Vintour-Cesar E, McKinnon M, Gurruwiwi G, Green A, Davis JS, Davies J. "They feel shame sometime, but that is why we need to talk to them…we need to tell them how important it is not to feel shame": Hepatitis B related shame and improving hepatitis B care in Aboriginal and Torres Strait Islander communities in the Top End of the Northern Territory, according to the Aboriginal health workforce. Arch Public Health 2024; 82:151. [PMID: 39261962 PMCID: PMC11389596 DOI: 10.1186/s13690-024-01389-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 08/31/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND The Aboriginal health workforce has unique insights given their healthcare experience and interactions with their communities. The aims of this project were to explore their perceptions of hepatitis B related shame and ways to improve hepatitis B care in Aboriginal and Torres Strait Islander communities of Northern Territory's Top End, Australia. METHODS We conducted a qualitative study with guidance from the Menzies School of Health Research Infectious Diseases Indigenous Reference Group. The Aboriginal health workforce was asked to participate in semi-structured interviews exploring hepatitis B related shame and ways to improve hepatitis B care. Qualitative data were evaluated using reflexive thematic analysis. RESULTS There were fifteen semi-structured interviews with participants representing eight different communities. The experience of shame was reported by the Aboriginal health workforce to be common for individuals diagnosed with hepatitis B and comprised feelings of fear related to transmitting the virus, to being isolated, and to being at fault. Shame was mediated by poor health literacy, communication, the lack of culturally safe spaces and was perpetuated by intersecting stereotypes. Improvements in care can be achieved by utilising the Aboriginal health workforce more effectively, improving communication and the availability of culturally safe spaces, emphasising community connection, and reframing hepatitis B as a chronic condition. CONCLUSIONS Hepatitis B related shame was an important issue and impactful in Aboriginal and Torres Strait Islander communities in the Top End of the Northern Territory. There were many facets to shame in these communities and it was mediated by several factors. The Aboriginal health workforce has emphasised several pathways to improve care and diminish the impact of shame, such as improving communication and the availability of culturally safe spaces.
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Affiliation(s)
- Richard P Sullivan
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia.
- Department of Infectious Diseases and Immunology, St George and Sutherland Hospital, School of Clinical Medicine, UNSW Medicine and Health, Sydney, New South Wales (NSW), Australia.
| | | | - Paula Binks
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
| | - Kelly Hosking
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
- Population and Primary Health Care, Top End Health Service, Northern Territory Government, Darwin, NT, Australia
| | | | - Emily Vintour-Cesar
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
| | - Melita McKinnon
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
| | - George Gurruwiwi
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
| | - Anna Green
- University of Southern Queensland, Toowoomba, Queensland, Australia
- University of Technology Sydney, Sydney, Australia
| | - Joshua S Davis
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
- Infection Research Program, Hunter Medical Research Institute, University of Newcastle, Newcastle, NSW, Australia
| | - Jane Davies
- Menzies School of Health Research, Charles Darwin University, Northern Territory (NT), Darwin, Australia
- Department of Infectious Diseases, Royal Darwin Hospital, Casuarina, NT, Australia
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Davis A, Rosenthal SL, Tucker JD, Balabekova O, Nyblade L, Sun Y, Gryazev D, Lunze K, Landers SE, Tang W, Kuskulov A, Gulyayev V, Terlikbayeva A, Primbetova S, Mergenova G. A citizen science approach to develop a digital intervention to reduce HIV stigma and promote HIV self-testing among adolescents and young adults: a mixed methods analysis from Kazakhstan. J Int AIDS Soc 2024; 27 Suppl 3:e26314. [PMID: 39030847 PMCID: PMC11258447 DOI: 10.1002/jia2.26314] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 06/04/2024] [Indexed: 07/22/2024] Open
Abstract
INTRODUCTION Kazakhstan has one of the fastest-growing HIV epidemics in the world, with increasing rates among adolescents and young adults (AYA). Innovative strategies are needed to increase HIV testing uptake and decrease HIV stigma among AYA. Citizen science, defined as the active engagement of the general public in scientific research tasks, promotes and facilitates community engagement throughout the research process. This citizen science study used crowdsourcing to engage AYA in Kazakhstan to develop a digital intervention to reduce HIV stigma and promote HIV self-testing. Our objectives in this paper are to describe the approach used, its feasibility and acceptability, and AYA motivations for and lessons learned collaborating on the study. METHODS From October 2021 to July 2022, in collaboration with a Community Collaborative Research Board and a Youth Advisory Board, we developed an open call requesting multimedia submissions to reduce HIV testing stigma. Eligible submissions were separated by age group (13-19 or 20-29 years) and judged by a panel composed of AYA (n = 23), healthcare professionals (n = 12), and representatives from the local government and non-governmental organizations (n = 17). Each entry was reviewed by at least four judges and ranked on a 5-point scale. The top 20 open call contestants were asked to submit self-recordings sharing their motivation for and experience participating in the contest and lessons learned. Descriptive statistics were calculated for quantitative data. Qualitative data were coded using open coding. RESULTS We received 96 submissions from 77 youth across Kazakhstan. Roughly, three-quarters (n = 75/96) of entries met judging eligibility criteria. Of the eligible entries, over half (n = 39/75) scored 3.5 or higher on a 5-point scale (70.0%). The most frequent types of entries were video (n = 36/96, 37.5%), image (n = 28/96, 29.2%) and text (n = 24/96, 25.0%). AYA's primary motivations for collaborating on the study included a desire to improve society and help youth. The main challenges included creating content to address complex information using simple language, finding reliable information online and technological limitations. CONCLUSIONS Crowdsourcing was feasible and highly acceptable among AYA in Kazakhstan. Citizen science approaches hold great promise for addressing the increasingly complex health and social challenges facing communities today.
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Affiliation(s)
- Alissa Davis
- School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Susan L. Rosenthal
- Department of PediatricsColumbia University Vagelos College of Physicians and SurgeonsNew York CityNew YorkUSA
- Department of PsychiatryColumbia University Vagelos College of Physicians and SurgeonsNew York CityNew YorkUSA
| | - Joseph D. Tucker
- Institute for Global Health and Infectious DiseasesUniversity of North Carolina‐Chapel HillChapel HillNorth CarolinaUSA
- Clinical Research Department, Faculty of Infectious and Tropical DiseasesLondon School of Hygiene & Tropical MedicineLondonUK
| | - Olga Balabekova
- Global Health Research Center of Central AsiaAlmatyKazakhstan
| | - Laura Nyblade
- Research Triangle InstituteResearch Triangle ParkChapel HillNorth CarolinaUSA
| | - Yihang Sun
- School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Denis Gryazev
- Global Health Research Center of Central AsiaAlmatyKazakhstan
| | - Karsten Lunze
- Section of General Internal Medicine, Department of MedicineBoston Medical CenterBostonMassachusettsUSA
- Chobanian and Avedisian School of MedicineBoston UniversityBostonMassachusettsUSA
| | - Sara E. Landers
- School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Weiming Tang
- Institute for Global Health and Infectious DiseasesUniversity of North Carolina‐Chapel HillChapel HillNorth CarolinaUSA
| | - Azamat Kuskulov
- School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Valera Gulyayev
- Global Health Research Center of Central AsiaAlmatyKazakhstan
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Heley K, Vanderpool RC, Vedham V. Global cancer stigma research: a U.S. National Cancer Institute workshop report. J Natl Cancer Inst Monogr 2024; 2024:4-10. [PMID: 38836530 DOI: 10.1093/jncimonographs/lgad038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/06/2023] [Accepted: 12/22/2023] [Indexed: 06/06/2024] Open
Abstract
Stigma is a social process characterized by negative beliefs, attitudes, and stereotypes associated with a specific attribute or characteristic that leads to discrimination and social exclusion. Stigma manifests across the cancer control continuum and remains a key challenge for cancer prevention and control worldwide. In this commentary, we provide an overview of the U.S. National Cancer Institute's (NCI) Global Cancer Stigma Research Workshop, a multi-disciplinary international conference held virtually in September 2022, which focused on the intersection of cancer and stigma. The meeting was unique in its convening of researchers, advocates, clinicians, and non-governmental and governmental organizations, who-as a collective-provided overarching topics, cross-cutting considerations, and future directions for the cancer stigma research community to consider, which we describe herein. In summary, studying cancer stigma comprehensively requires a holistic, adaptive, and multifaceted approach-and should consider interrelated factors and their intersection within diverse cultural and social contexts worldwide. Collectively, there was a call for: an inclusive approach, encouraging researchers and practitioners to identify and measure cancer stigma as a driver for cancer health inequities globally; an expansion of existing research methodology to include diversity of experiences, contexts, and perspectives; and collaborations among diverse stakeholders to develop more effective strategies for reducing stigma and improving cancer outcomes. Such efforts are essential to cultivating effective and equitable approaches to preventing and treating cancer worldwide.
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Affiliation(s)
- Kathryn Heley
- Health Communication and Informatics Research Branch, Behavioral Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Robin C Vanderpool
- Health Communication and Informatics Research Branch, Behavioral Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Vidya Vedham
- Center for Global Health, Office of the Director, National Cancer Institute, Rockville, MD, USA
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Zhang Y, Li J, Xie Y, Wu D, Ong J, Marley G, Kamarulzaman A, Lu H, Zou F, Smith JS, Tucker JD, Fu G, Tang W. Pay-it-forward incentives for hepatitis virus testing in men who have sex with men: a cluster randomized trial. Nat Med 2023; 29:2241-2247. [PMID: 37640859 DOI: 10.1038/s41591-023-02519-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 07/28/2023] [Indexed: 08/31/2023]
Abstract
Pay-it-forward incentives involve having a person receive a free test with community-generated messages and then asking if those who received a free test would like to donate money to support others to receive free testing. Here we undertook a two-arm cluster-randomized trial to evaluate pay-it-forward incentives with active community participation to promote hepatitis B virus (HBV) and hepatitis C virus (HCV) testing among men who have sex with men in China. Men randomized to the pay-it-forward arm received free HBV and HCV testing and were offered a chance to pay-it-forward by donating money to support the testing of another anonymous person. Each participant paid for their HCV and HBV test at 7.7 USD per test in the standard-of-care arm. The primary outcome was the proportion of men who tested for HBV and HCV. Between 28 March and 6 November 2021, 32 groups (10 men per group) of men were randomized to the pay-it-forward (n = 160, 16 clusters) and standard-of-care (n = 162, 16 clusters) arms, respectively. HBV and HCV rapid testing were higher in the pay-it-forward arm (59.4%) than in the standard-of-care arm (25.3%) (proportion difference 35.2%, 95% confidence interval 24.1-46.3%). No adverse events were reported. The community-led pay-it-forward incentives improved HBV and HCV testing among men who have sex with men. Clinical Trial registration: ChiCTR 2100046140.
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Affiliation(s)
- Ye Zhang
- Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
- School of Public Health, Nanjing Medical University, Nanjing, China
| | - Jianjun Li
- Department of HIV/STI Prevention and Control, Jiangsu Provincial Center for Diseases Prevention and Control, Nanjing, China
| | - Yewei Xie
- University of North Carolina Project-China, Guangzhou, China
| | - Dan Wu
- School of Public Health, Nanjing Medical University, Nanjing, China
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Jason Ong
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Gifty Marley
- University of North Carolina Project-China, Guangzhou, China
| | - Adeeba Kamarulzaman
- University of Malaysia, Kuala Lumpur, Malaysia
- International AIDS Society, Geneva, Switzerland
| | - Haidong Lu
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Fei Zou
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Jennifer S Smith
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Joseph D Tucker
- University of North Carolina Project-China, Guangzhou, China
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Gengfeng Fu
- Department of HIV/STI Prevention and Control, Jiangsu Provincial Center for Diseases Prevention and Control, Nanjing, China.
| | - Weiming Tang
- Guangdong Second Provincial General Hospital, Guangzhou, China.
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Movahedi Nia Z, Bragazzi N, Asgary A, Orbinski J, Wu J, Kong J. Mpox panic, infodemic, and stigmatization of the 2SLGBTQIAP+ community: geospatial analysis, topic modeling, and sentiment analysis of a large, multilingual social media database (Preprint). J Med Internet Res 2022; 25:e45108. [PMID: 37126377 DOI: 10.2196/45108] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 03/28/2023] [Accepted: 03/30/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND The global Mpox (formerly, Monkeypox) outbreak is disproportionately affecting the gay and bisexual men having sex with men community. OBJECTIVE The aim of this study is to use social media to study country-level variations in topics and sentiments toward Mpox and Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual (2SLGBTQIAP+)-related topics. Previous infectious outbreaks have shown that stigma intensifies an outbreak. This work helps health officials control fear and stop discrimination. METHODS In total, 125,424 Twitter and Facebook posts related to Mpox and the 2SLGBTQIAP+ community were extracted from May 1 to December 25, 2022, using Twitter application programming interface academic accounts and Facebook-scraper tools. The tweets' main topics were discovered using Latent Dirichlet Allocation in the sklearn library. The pysentimiento package was used to find the sentiments of English and Spanish posts, and the CamemBERT package was used to recognize the sentiments of French posts. The tweets' and Facebook posts' languages were understood using the Twitter application programming interface platform and pycld3 library, respectively. Using ArcGis Online, the hot spots of the geotagged tweets were identified. Mann-Whitney U, ANOVA, and Dunn tests were used to compare the sentiment polarity of different topics and countries. RESULTS The number of Mpox posts and the number of posts with Mpox and 2SLGBTQIAP+ keywords were 85% correlated (P<.001). Interestingly, the number of posts with Mpox and 2SLGBTQIAP+ keywords had a higher correlation with the number of Mpox cases (correlation=0.36, P<.001) than the number of posts on Mpox (correlation=0.24, P<.001). Of the 10 topics, 8 were aimed at stigmatizing the 2SLGBTQIAP+ community, 3 of which had a significantly lower sentiment score than other topics (ANOVA P<.001). The Mann-Whitney U test shows that negative sentiments have a lower intensity than neutral and positive sentiments (P<.001) and neutral sentiments have a lower intensity than positive sentiments (P<.001). In addition, English sentiments have a higher negative and lower neutral and positive intensities than Spanish and French sentiments (P<.001), and Spanish sentiments have a higher negative and lower positive intensities than French sentiments (P<.001). The hot spots of the tweets with Mpox and 2SLGBTQIAP+ keywords were recognized as the United States, the United Kingdom, Canada, Spain, Portugal, India, Ireland, and Italy. Canada was identified as having more tweets with negative polarity and a lower sentiment score (P<.04). CONCLUSIONS The 2SLGBTQIAP+ community is being widely stigmatized for spreading the Mpox virus on social media. This turns the community into a highly vulnerable population, widens the disparities, increases discrimination, and accelerates the spread of the virus. By identifying the hot spots and key topics of the related tweets, this work helps decision makers and health officials inform more targeted policies.
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Affiliation(s)
- Zahra Movahedi Nia
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Laboratory for Industrial and Applied Mathematics, York University, North York, ON, Canada
| | - Nicola Bragazzi
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Laboratory for Industrial and Applied Mathematics, York University, North York, ON, Canada
| | - Ali Asgary
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Advanced Disaster, Emergency and Rapid-response Simulation, York University, North York, ON, Canada
| | - James Orbinski
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Dahdaleh Institute for Global Health Research, York University, North York, ON, Canada
| | - Jianhong Wu
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Laboratory for Industrial and Applied Mathematics, York University, North York, ON, Canada
| | - Jude Kong
- Africa-Canada Artificial Intelligence and Data Innovation Consortium, York University, North York, ON, Canada
- Laboratory for Industrial and Applied Mathematics, York University, North York, ON, Canada
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Expanding community engagement and advocacy in chronic viral hepatitis. Lancet Gastroenterol Hepatol 2022; 7:902-904. [DOI: 10.1016/s2468-1253(22)00234-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 06/28/2022] [Accepted: 06/29/2022] [Indexed: 11/23/2022]
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Hlatshwako T, Conserve D, Day S, Reynolds Z, Weir S, Tucker JD. Increasing Men's Engagement in HIV Testing and Treatment Programs Through Crowdsourcing: A Mixed-Methods Analysis in Eswatini. Sex Transm Dis 2021; 48:789-797. [PMID: 33675595 PMCID: PMC8418618 DOI: 10.1097/olq.0000000000001408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Sub-Saharan African HIV programs have had limited success in engaging men. Crowdsourcing contests may be a useful method to spur men's engagement in HIV services. We evaluated contributions and social media response to a crowdsourcing contest focused on increasing men's engagement in Eswatini HIV services. METHODS We conducted a crowdsourcing contest to gain insight from the public on how HIV campaigns can more effectively engage young (20-40 years old) men in HIV services. Eligible submissions included images, songs, videos, and Internet memes. We used standard qualitative methods to examine textual themes from submissions. We examined social media response using Facebook analytics, comparing the number of people reached through crowdsourced HIV messages and the number of people reached through conventional HIV messages. RESULTS We received 144 submissions from 83 participants. They represented 55 towns and all 4 regions of Eswatini. The contest page gained 461 followers on Facebook. Emergent themes included appealing to men's roles as protectors by suggesting that they need to take care of their own health to continue safeguarding their families. Crowdsourced messages reached a mean of 88 individuals across 4 posts; conventional messages reached a mean of 75 individuals across 4 posts. CONCLUSIONS Crowdsourcing contest submissions provided insight on how to encourage men to engage in Eswatini HIV services. Crowdsourcing contests can be effective in collecting messages from men to create more locally relevant communication materials for HIV programs.
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Affiliation(s)
| | - Donaldson Conserve
- Department of Health Promotion, Education, and Behavior, University of South Carolina, SC
| | - Suzanne Day
- Institute for Global Health and Infectious Diseases
| | - Zahra Reynolds
- MEASURE Evaluation, Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
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9
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Affiliation(s)
- Joseph D Tucker
- Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,Faculty of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, UK.
| | - Suzanne Day
- Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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