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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: 0] [Impact Index Per Article: 0] [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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Tan M. New Directions for the Consideration of HIV: Heterogeneity and the Cognition of Time. New Dir Child Adolesc Dev 2021; 2020:11-23. [PMID: 32324328 DOI: 10.1002/cad.20327] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
It has been almost 40 years since HIV emerged in the human population with an alarming impact in 1981, quickly reaching pandemic proportions. Reaching the goal of eradication, or at least ending the pandemic, however, has not been as easy as hoped. To better understand and therefore better address the persistence and often devastating effects of this now chronic disease, the heterogeneity of HIV-in the virus-human and human-human relationships it engages-is parsed in discussions of the groups affected and the multiple factors that drive the diverse effects of the disease, both of which make treatment and prevention of the disease highly challenging. The construct of time cognition is then considered as a heretofore unexplored factor that may inform our understanding of HIV-relevant behaviors.
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Ocasio MA, Fernandez MI, Joseph JM, Rezai R. Engaging Sexual and Gender Minority Youth in HIV Interventions Through Gay Dating Apps: Recruitment Protocol. JMIR Res Protoc 2021; 10:e28864. [PMID: 34156342 PMCID: PMC8277323 DOI: 10.2196/28864] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 05/25/2021] [Accepted: 05/25/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND HIV continues to disproportionately impact sexual and gender minority youth (SGMY) in the United States. Public health efforts have increasingly focused on developing efficacious interventions to curb the spread of HIV among SGMY and help those living with HIV achieve and sustain viral suppression. However, recruiting and engaging SGMY in prevention and care interventions is challenging. OBJECTIVE During the past decade, gay dating apps have quickly emerged as popular web-based spaces in which SGMY congregate. Although the recruitment of SGMY through these apps has been commonly reported, advertisement is the typical modality used, and direct recruitment approaches are not adequately described. This study aims to describe the process for developing a direct recruitment protocol for use in gay dating apps. METHODS The Adolescent Medicine Trials Network Comprehensive Adolescent Research and Engagement Studies is a community-based research program consisting of 3 interrelated studies testing scalable behavioral interventions to improve HIV prevention and care engagement among youth aged 12-24 years in Los Angeles and New Orleans. To supplement our in-person recruitment approaches for Comprehensive Adolescent Research and Engagement Studies, the New Orleans site formed a gay dating app recruitment team. In April 2018, the team developed a loosely structured protocol that included study-specific profiles and sample language to guide initial recruitment efforts. Two self-identified Black, gay cisgender male field recruiters field-tested the protocol on the popular gay dating app Jack'd. During the field test, the recruitment team met weekly to discuss the recruiters' experiences and user reactions. For example, we learned the importance of addressing concerns about study legitimacy and identifying appropriate ways to describe the study. We iteratively incorporated these lessons learned into the final protocol and developed a training program and tracking procedures before moving to full-scale implementation at both sites. RESULTS Adhering to this protocol yielded 162 enrollments in New Orleans (332 total enrollments across the two sites) throughout the recruitment period (April 2018 to August 2019). Most of these participants were sexual minority cisgender males (91%), and the remainder were identified as members of gender minority groups. We outlined step-by-step instructions on training staff, engaging users, and scheduling and tracking recruitment activities. CONCLUSIONS This paper provides a practical guide for researchers and community-based providers to implement a gay dating app recruitment protocol. Our experience indicates that gay dating app recruitment is feasible and fruitful when the staff members are knowledgeable, flexible, honest, and respectful to the user. Perhaps the most salient lesson we learned in approaching gay dating app users is the importance of setting clear and transparent intentions without judgment. As gay dating apps continue to increase in popularity, researchers need to stay vigilant to changing formats and develop systematic approaches to harness their potential as invaluable recruitment strategies for SGMY. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR1-10.2196/28864.
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Affiliation(s)
- Manuel A Ocasio
- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States
| | - Maria Isabel Fernandez
- College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Ja'Lon M Joseph
- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States
| | - Roxana Rezai
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States
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- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States.,College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States.,Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States.,Los Angeles LGBT Center, Los Angeles, CA, United States.,UT Southwestern Medical Center, Dallas, TX, United States.,School of Medicine, University of California, San Fransisco, San Fransisco, CA, United States.,Division of Infectious Diseases, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
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Clarke RD, Fernandez SB, Hospital M, Morris SL, Howard M, Wagner EF, Wales E. Getting Their Feet in the Door: Communication Cues to Action for HIV Testing and Condom Use Behaviors Among Hispanic/Latinx College Students. J Prim Prev 2020; 42:331-341. [DOI: 10.1007/s10935-020-00610-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2020] [Indexed: 12/28/2022]
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Aghaei A, Mohraz M, Shamshirband S. Effects of media, interpersonal communication and religious attitudes on HIV-related stigma in Tehran, Iran. INFORMATICS IN MEDICINE UNLOCKED 2020. [DOI: 10.1016/j.imu.2020.100291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Rosengren AL, Menza TW, LeGrand S, Muessig KE, Bauermeister JA, Hightow-Weidman LB. Stigma and Mobile App Use Among Young Black Men Who Have Sex With Men. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2019; 31:523-537. [PMID: 31815533 PMCID: PMC6938279 DOI: 10.1521/aeap.2019.31.6.523] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Young black men who have sex with men (YBMSM) are disproportionately affected by HIV. Intersectional stigmas are associated with increased HIV vulnerability, and worse outcomes for YBMSM with HIV. YBMSM find sex partners through sexual networking apps, but stigma on apps has been poorly studied. We conducted cross-sectional analysis of 324 YBMSM seeking sex partners through apps to assess stigma experiences in eight dimensions compared to non-users (N = 150). We conducted detailed stratified analyses to identify granular stigma data. App users had higher median scores than non-users in perceived HIV discrimination, perceived HIV stigma, experienced sexual minority stigma, racial discrimination, and perceived homophobia. We demonstrate higher levels of intersectional stigmas among app users than non-users, but did not find an overall increase in stigma with increasing app use. Considering the prominent role of apps in YBMSM sexual networking, interventions that reduce stigma on apps are needed.
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Affiliation(s)
- A Lina Rosengren
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | | | - Kathryn E Muessig
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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Varas-Díaz N, Rivera-Segarra E, Neilands TB, Pedrogo Y, Carminelli-Corretjer P, Tollinchi N, Torres E, Soto Del Valle Y, Rivera Díaz M, Ortiz N. HIV/AIDS and intersectional stigmas: Examining stigma related behaviours among medical students during service delivery. Glob Public Health 2019; 14:1598-1611. [PMID: 31296120 DOI: 10.1080/17441692.2019.1633378] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
HIV/AIDS stigma remains a major global health issue with detrimental consequences for people with HIV/AIDS (PWHA), especially when manifested by health professionals. Research on HIV/AIDS stigma has documented negative attitudes towards PWHA among health professionals. However, fewer studies have examined how HIV/AIDS stigma is manifested behaviourally during clinical interactions and how it interacts with other stigmas (i.e. drug use, sexism, homophobia). This study aimed to: (1) examine behavioural manifestations of HIV/AIDS stigma among medical students during clinical interactions, and (2) explore HIV/AIDS stigma intersectionality with other stigmas. We implemented an experimental design using Standardised Patient (SP) simulations, observational techniques, and quantitative questionnaires. A total of 237 medical students engaged in SP encounters with three experimental scenarios: (1) PWHA infected via illegal drug use, (2) PWHA infected via unprotected heterosexual relations, (3) PWHA infected via unprotected homosexual relations. They also interacted with a person with common cold (control condition). Results evidenced statistically significant differences between the experimental and control simulation, with higher number of stigma behaviours manifested towards experimental conditions. Results also evidence higher HIV/AIDS stigma towards MSM when compared to the drug user and heterosexual woman SP's. We discuss the implications of these findings for training of medical students.
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Affiliation(s)
- Nelson Varas-Díaz
- Department of Global and Sociocultural Studies, Florida International University , Miami , USA
| | - Eliut Rivera-Segarra
- School of Behavioral and Brain Sciences, Ponce Health Sciences University , Ponce , Puerto Rico
| | - Torsten B Neilands
- Center for AIDS Prevention Studies, University of California , San Francisco , USA
| | - Yasmín Pedrogo
- Department of Medicine, University of Puerto Rico , San Juan , Puerto Rico
| | | | - Nelmit Tollinchi
- School of Behavioral and Brain Sciences, Ponce Health Sciences University , Ponce , Puerto Rico
| | - Estefanía Torres
- School of Behavioral and Brain Sciences, Ponce Health Sciences University , Ponce , Puerto Rico
| | - Yanira Soto Del Valle
- School of Behavioral and Brain Sciences, Ponce Health Sciences University , Ponce , Puerto Rico
| | | | - Nerian Ortiz
- Department of Medicine, University of Puerto Rico , San Juan , Puerto Rico
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Silalahi M, Susanti H, Panjaitan RU. The expectations of gay with HIV/AIDS regarding nurses in Indonesia. ENFERMERIA CLINICA 2019. [PMID: 31281004 DOI: 10.1016/j.enfcli.2019.04.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE There has been a lack of literature available to nurses on care provision to gay individuals with HIV/AIDS. Research nurses' interaction with gay patients with HIV/AIDS is important for providing and improving such nursing care. METHOD This study used a qualitative descriptive design. Data was collected using depth interviews from 14 participants gay with HIV/AIDS in Indonesia, which were analyzed using thematic approach. RESEARCH RESULTS This research yielded three themes: (1) nurses' acceptance of gay with HIV/AIDS; (2) extensive knowledge among nurses about gay and HIV/AIDS; and (3) communication nurses are warm and without barrier. CONCLUSION Attitudes, knowledge, and communication are key issues impacting the nursing care of gay with HIV/AIDS. Attitude and other non-verbal communication should be considered by nurses when providing care. Value of culture should be considered by nurse when providing care for gay patient.
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Affiliation(s)
- Malianti Silalahi
- Faculty of Nursing, Universitas Indonesia, Depok, West Java, Indonesia; Nursing Academy RS Husada, Jakarta, Indonesia
| | - Herni Susanti
- Faculty of Nursing, Universitas Indonesia, Depok, West Java, Indonesia.
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Finding Sex Partners Through Social Media Among Men Who Have Sex with Men in Hanoi, Vietnam. J Community Health 2019; 43:146-156. [PMID: 28677027 DOI: 10.1007/s10900-017-0397-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Many men who have sex with men (MSM) in low and middle income countries search for male sexual partners via social media in part due to societal stigma and discrimination, yet little is known about the sexual risk profiles of MSM social media users. This cross-sectional study investigates the prevalence of social media use to find male sex partners in Hanoi, Vietnam and examines associations between social media use and sociodemographic and behavioral characteristics, including levels of internalized, perceived and enacted stigma, high-risk sexual behaviors, and HIV testing. 205 MSM were recruited from public venues where MSM congregate as well as through snowball sampling and completed an anonymous survey. MSM who found their male sexual partners using social media in the last year were more likely to have completed a university or higher degree (aOR 2.6; 95% CI 1.2-5.7), experience high levels of MSM-related perceived stigma (aOR 3.0; 95% CI 1.1-8.0), and have more than ten lifetime male sexual partners (aOR 3.2; 95% CI 1.3-7.6) compared to those who did not use social media. A niche for social media-based interventions integrating health and stigma-reduction strategies exists in HIV prevention programs for MSM.
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Henny KD, Drumhiller K, Sutton MY, Nanín J. "My Sexuality…It Creates a Stress": HIV-Related Communication Among Bisexual Black and Latino Men, New York City. ARCHIVES OF SEXUAL BEHAVIOR 2019; 48:347-356. [PMID: 30141119 PMCID: PMC6541911 DOI: 10.1007/s10508-018-1264-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 06/16/2018] [Accepted: 06/21/2018] [Indexed: 06/08/2023]
Abstract
Men who have sex with men and women (including bisexual men) comprise 35% of all men who have sex with men (MSM) in the U.S. It is estimated that 121,800 men who have been bisexually active within the past year are living with HIV in the U.S. Communication about HIV may result in risk-reduction behaviors. However, little is known about the nature or context for HIV prevention communication among bisexual men, particularly for blacks and Hispanic/Latinos who are disproportionately at greater HIV risk. Therefore, we explored patterns and contexts of HIV-related communications occurring within personal social networks among bisexual black and Hispanic/Latino men. Using respondent-driven sampling methods, we conducted semi-structured interviews from 2011 to 2012 among 36 participants living in New York City. We examined interview responses from participants for main themes using computer-assisted thematic analyses. The three main themes identified were: (1) communication strategies (e.g., "You can tell a lot from how a person responds just by the tone of their voice"), (2) barriers (e.g., "My sexuality…it creates a stress"), and (3) motivations for these communications (e.g., "I know that's a(n) issue in the black community…if I could help another brother, I will do it"). Our findings can inform HIV prevention efforts such as social messaging campaigns and other risk-reduction interventions designed for bisexual men.
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Affiliation(s)
- Kirk D Henny
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road, Mailstop E-45, Atlanta, GA, 30329, USA.
| | - Kathryn Drumhiller
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road, Mailstop E-45, Atlanta, GA, 30329, USA
- Chenega Professional and Technical Services, Chesapeake, VA, USA
| | - Madeline Y Sutton
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road, Mailstop E-45, Atlanta, GA, 30329, USA
| | - José Nanín
- Community Health Program at Kingsborough Community College, City University of New York, Brooklyn, NY, USA
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