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Reyes N, Lozano A, Weinstein ER, Feaster DJ, Harkness A. Latino Sexual Minority Men's Pre-Exposure Prophylaxis Modality Preferences: A Latent Class Analysis. AIDS Patient Care STDS 2025; 39:70-79. [PMID: 39773003 DOI: 10.1089/apc.2024.0208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025] Open
Abstract
Pre-exposure prophylaxis (PrEP) is an effective HIV prevention tool available in several modalities (e.g., daily oral, injectable, implants, rectal douching). The Ending the HIV Epidemic (EHE) initiative, a national initiative that began in 2019 as a partnership among the Department of Health and Human Services and other federal agencies (e.g., the Centers for Disease Control and Prevention, National Institute of Health), seeks to increase PrEP engagement for groups experiencing HIV inequities, including Latino sexual minority men (LSMM). Given the limited research on PrEP modality preferences among LSMM, this study aimed to explore and characterize these preferences. LSMM (n = 214) not using PrEP and living in South Florida participated in the DÍMELO study, which examined PrEP engagement among LSMM in South Florida. Authors employed latent class analysis (LCA) to identify groups of LSMM based on their PrEP modality preferences and examined predictors of class membership. LCA results led to a three-class solution with participants who were: (1) reluctant to use most PrEP modalities (30.5%), (2) PrEP willing, with constraints (36.0%), and (3) enthusiastically accepting of all PrEP modalities (33.5%). LSMM in the reluctant class (Class 1) showed minimal interest in most PrEP modalities. The constrained class (Class 2) displayed interest in daily oral, on-demand, and quarterly injectable PrEP while the enthusiastic class (Class 3) demonstrated high interest in all modalities except rectal douching. Key predictors of PrEP modality preferences were altruism, community normalization of PrEP, and migration history. Understanding LSMM's PrEP modality preferences can enhance the reach of PrEP to LSMM, a group the EHE initiative prioritizes. The current findings suggest the need to tailor PrEP outreach efforts to promote various PrEP modalities based on LSMM's preferences.
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Affiliation(s)
- Nequiel Reyes
- Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida, USA
| | - Alyssa Lozano
- School of Nursing and Health Studies, University of Miami, Coral Gables, Florida, USA
| | - Elliott R Weinstein
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
- Division of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Daniel J Feaster
- Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida, USA
| | - Audrey Harkness
- School of Nursing and Health Studies, University of Miami, Coral Gables, Florida, USA
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Lee JS, Bainter SA, Tsai AC, Andersen LS, Stanton AM, Magidson JF, Kagee A, May J, Joska JA, O'Cleirigh C, Safren SA. A systematic comparison of additive and interaction approaches to modeling the effects of syndemic problems on HIV outcomes in South Africa. J Behav Med 2024; 47:1028-1039. [PMID: 39306630 PMCID: PMC11499001 DOI: 10.1007/s10865-024-00517-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 08/26/2024] [Indexed: 10/25/2024]
Abstract
Much of the research on the effects of syndemics on HIV outcomes has utilized an additive approach. However, interaction effects may better account for syndemic synergy than an additive approach, but it remains difficult to specify interaction effects without empirical guidance. We sought to systematically compare additive and interaction effects approaches to modeling the effects of syndemic problems on antiretroviral therapy (ART) using empirically specified interaction terms. Participants were 194 people with HIV (PWH) who received HIV care in Khayelitsha, South Africa. In a series of linear regression models, we examined ten syndemic problems: depression, alcohol use, intimate partner violence (IPV), post-traumatic stress, social anxiety, substance use, food insecurity, poverty, housing instability, and structural barriers to care. Depression, substance use, and food insecurity were selected for interaction terms based on a prior network analysis, which found these problems to be most central. The additive models did not produce statistically significant findings. However, the interaction effects models yielded significant interaction terms in both the full model and a parsimonious model. There was a statistically significant effect of the interaction between depression and food insecurity on ART adherence (b = 0.04, Robust SE = 0.02, 95%CI [0.001-0.08], p = .012). This pattern of results was replicated in the parsimonious model. Findings suggest that when feasible, interaction effects approaches may be a helpful syndemic modeling technique. Results may inform future intervention targets, such as depression and food insecurity, and the importance of addressing both structural and psychosocial syndemic problems.
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Affiliation(s)
- Jasper S Lee
- Department of Psychiatry, Behavioral Medicine Program, Massachusetts General Hospital, One Bowdoin Square 9th Floor, Boston, MA, 02114, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Sierra A Bainter
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Alexander C Tsai
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Center for Global Health and Mongan Institute, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Lena S Andersen
- Department of Public Health, Global Health Section, University of Copenhagen, Copenhagen, Denmark
| | - Amelia M Stanton
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | | | - Ashraf Kagee
- Department of Psychology, Stellenbosch University, Western Cape, Stellenbosch, South Africa
| | - Julian May
- Centre of Excellence in Food Security, University of the Western Cape, Cape Town, South Africa
| | - John A Joska
- Division of Neuropsychiatry, Department of Psychiatry and Mental Health, HIV Mental Health Research Unit, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Conall O'Cleirigh
- Department of Psychiatry, Behavioral Medicine Program, Massachusetts General Hospital, One Bowdoin Square 9th Floor, Boston, MA, 02114, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Steven A Safren
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
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Zapata JP, Zamantakis A, Queiroz A, Merle JL, Benbow N, Mustanski B. Pre-exposure Prophylaxis (PrEP) implementation among latino MSM: a qualitative scoping review of implementation determinants and change methods. Implement Sci Commun 2024; 5:107. [PMID: 39350221 PMCID: PMC11441171 DOI: 10.1186/s43058-024-00645-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
INTRODUCTION The increasing rates of HIV among Latino men who have sex with men (MSM) necessitate innovative and rigorous studies to evaluate prevention and treatment strategies. Pre-exposure prophylaxis (PrEP) is a highly effective tool in preventing HIV acquisition and plays a crucial role in the Ending the HIV Epidemic in the U.S. initiative. However, there is a scarcity of PrEP research specifically focused on Latino MSM, and the factors influencing its implementation remain largely unknown. METHODS To address this gap, we conducted a comprehensive review exploring the determinants (barriers and facilitators) of PrEP implementation among Latino MSM, as well as the change methods (implementation strategies and adjunctive interventions) that have been evaluated to promote its adoption. Our review encompassed 43 peer-reviewed articles examining determinants and four articles assessing change methods. Determinants were coded using the updated Consolidated Framework for Implementation Research (CFIR 2.0) to understand the multilevel barriers and facilitators associated with implementation. RESULTS The majority of research has focused on PrEP recipients (i.e., patients), primarily examining their awareness and willingness to use PrEP. Fewer studies have explored the factors influencing clinicians and service delivery systems. Additionally, the evaluation of change methods to enhance clinician adoption and adherence to PrEP and recipient adherence to PrEP has been limited. CONCLUSION It is evident that there is a need for culturally adapted strategies tailored specifically for Latino MSM, as the current literature remains largely unexplored in this regard. By incorporating principles from implementation science, we can gain a clearer understanding of the knowledge, skills, and roles necessary for effective cultural adaptations. Future research should emphasize factors influencing implementation from a clinician standpoint and focus on innovative change methods to increase PrEP awareness, reach, adoption, and sustained adherence among Latino MSM.
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Affiliation(s)
- Juan Pablo Zapata
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA.
- Medical Social Sciences Department, Northwestern University, Chicago, IL, USA.
| | - Alithia Zamantakis
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
- Medical Social Sciences Department, Northwestern University, Chicago, IL, USA
| | - Artur Queiroz
- Center of Population Sciences for Health Equity, College of Nursing, Florida State University, Tallahassee, FL, USA
| | - James L Merle
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Nanette Benbow
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
- Medical Social Sciences Department, Northwestern University, Chicago, IL, USA
| | - Brian Mustanski
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
- Medical Social Sciences Department, Northwestern University, Chicago, IL, USA
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, USA
- Department of Infectious Diseases, Northwestern University, Chicago, IL, USA
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Atuluru P, Weinstein ER, Serrano LP, Doblecki-Lewis S, Rogers BG, Harkness A. A Rapid Environmental Scan of South Florida HIV Organizations' Mpox Messaging During the August 2022 Peak of the U.S. Outbreak. AIDS Behav 2024; 28:1546-1558. [PMID: 37870691 PMCID: PMC11113002 DOI: 10.1007/s10461-023-04176-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2023] [Indexed: 10/24/2023]
Abstract
The 2022 outbreak of mpox disproportionately impacted men who have sex with men and people living with HIV. As such, HIV organizations were uniquely situated to reach populations affected by mpox. However, the extent to which these organizations pivoted to address mpox, and what form mpox messaging took, is unknown. We conducted a rapid environmental scan of 29 HIV or sexual health organizations to assess the frequency and content of mpox messaging in August 2022, the peak of the mpox outbreak in Miami, FL. Approximately half of the organizations provided mpox messaging, most of which was accurate. Only 5% of the messages were in Spanish and 4% in Spanish and Haitian Creole. Our findings suggest HIV organizations' pivot to mpox messaging may have been delayed overall and in reaching Spanish- and Haitian Creole-speaking communities. Results could inform modifications to mpox messaging campaigns and future outbreaks that disproportionately affect minoritized communities.
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Affiliation(s)
- Pranusha Atuluru
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Lorenzo P Serrano
- Department of Biological Science, Florida International University, Miami, FL, USA
| | | | - Brooke G Rogers
- Division of Infectious Diseases, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Audrey Harkness
- Department of Psychology, University of Miami, Coral Gables, FL, USA.
- School of Nursing and Health Studies, University of Miami, 5030 Brunson Drive, Coral Gables, Miami, FL, 33146, USA.
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Lee JS, Browning E, Hokayem J, Albrechta H, Goodman GR, Venkatasubramanian K, Dumas A, Carreiro SP, O'Cleirigh C, Chai PR. Smartphone and Wearable Device-Based Digital Phenotyping to Understand Substance use and its Syndemics. J Med Toxicol 2024; 20:205-214. [PMID: 38436819 PMCID: PMC10959908 DOI: 10.1007/s13181-024-01000-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/08/2024] [Accepted: 02/20/2024] [Indexed: 03/05/2024] Open
Abstract
Digital phenotyping is a process that allows researchers to leverage smartphone and wearable data to explore how technology use relates to behavioral health outcomes. In this Research Concepts article, we provide background on prior research that has employed digital phenotyping; the fundamentals of how digital phenotyping works, using examples from participant data; the application of digital phenotyping in the context of substance use and its syndemics; and the ethical, legal and social implications of digital phenotyping. We discuss applications for digital phenotyping in medical toxicology, as well as potential uses for digital phenotyping in future research. We also highlight the importance of obtaining ground truth annotation in order to identify and establish digital phenotypes of key behaviors of interest. Finally, there are many potential roles for medical toxicologists to leverage digital phenotyping both in research and in the future as a clinical tool to better understand the contextual features associated with drug poisoning and overdose. This article demonstrates how medical toxicologists and researchers can progress through phases of a research trajectory using digital phenotyping to better understand behavior and its association with smartphone usage.
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Affiliation(s)
- Jasper S Lee
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, USA
- The Fenway Institute, Fenway Health, Boston, USA
| | - Emma Browning
- The Fenway Institute, Fenway Health, Boston, USA
- Department of Community Health, Tufts University, Boston, USA
| | | | | | - Georgia R Goodman
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, USA
- The Fenway Institute, Fenway Health, Boston, USA
| | | | - Arlen Dumas
- Department of Computer Science and Statistics, University of Rhode Island, Kingston, USA
| | - Stephanie P Carreiro
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Boston, USA
| | - Conall O'Cleirigh
- Department of Psychiatry, Massachusetts General Hospital, Boston, USA
- The Fenway Institute, Fenway Health, Boston, USA
| | - Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA.
- The Fenway Institute, Fenway Health, Boston, USA.
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, USA.
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Boston, USA.
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Lozano A, Weinstein ER, Fernandez A, Bainter S, Atuluru P, Hurtado A, Morales V, Prado G, Safren SA, Harkness A. Refining Multilevel Barrier and Facilitator Measures for HIV Testing and PrEP Among Latino Sexual Minority Men. Am J Health Promot 2024; 38:19-39. [PMID: 37616445 PMCID: PMC10840990 DOI: 10.1177/08901171231198430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
PURPOSE The purpose of this study is to refine and establish measures of multilevel barriers and facilitators to HIV testing and PrEP for Latino sexual minority men (LSMM). DESIGN Cross-sectional measure validation. SETTING Participants from Miami, FL. SUBJECTS 290 LSMM from the DÍMELO study. MEASURES Based on prior qualitative work, we developed two measures that evaluated multiple determinants (i.e., barriers and facilitators) to (1) HIV testing and (2) PrEP use. ANALYSIS All measures included in this analysis assessed a set of theoretically distinct barriers and facilitators. We performed 11 exploratory factor analyses (EFA) to assess the dimensionality of theoretical groupings of items informed by prior qualitative work, including: knowledge, perceived need and benefit, mistrust and concerns, stigma and normalization, cultural competence, navigation support, provider demeanor, clinic and medical system issues, privacy concerns, cost, and language and immigration barriers. Based on EFA results, we conducted two confirmatory factor analyses (CFA), one for each measure. RESULTS Within each measure, the 11 EFAs extracted 10 barrier factors and 7 facilitator factors. The CFAs for HIV testing and PrEP measures were consistent, such that all models retained the structures identified in the EFAs. CONCLUSION Findings support the use of these measures with LSMM. These measures can inform multilevel implementation strategies for health promotion professionals to scale up and disseminate HIV prevention services to LSMM.
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Affiliation(s)
- Alyssa Lozano
- School of Nursing and Health Studies, University of Miami
| | | | | | | | | | | | - Vanessa Morales
- Department of Public Health Sciences, University of Miami Miller School of Medicine
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Lee YG, Alessi EJ, Lynn M, Starks TJ, Robles G. Everyday Discrimination and HIV Testing Among Partnered Latino/x Sexual Minority Men in the United States: A Stratified Analysis by Birth Location. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2023; 35:376-389. [PMID: 37843904 PMCID: PMC10701860 DOI: 10.1521/aeap.2023.35.5.376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
We examined the association between everyday discrimination and HIV testing patterns-current (≤ 6 months), recent (7-12 months), and delayed (> 12 months or never tested)-among partnered Latino/x sexual minority men (SMM). Multinomial regression analyses revealed that in the full sample (N = 484) experiencing discrimination based on sexual orientation and race/ethnicity attributions concurrently (vs. no discrimination) was associated with higher odds of delayed (vs. current) HIV testing (AOR = 2.6, 95% CI [1.0, 6.7]). Similarly, in the subset of Latino/x SMM born outside the mainland U.S. (n = 209), experiencing concurrent sexual orientation- and race/ethnicity-based discrimination (vs. no discrimination) was associated with higher odds of recent (AOR = 12.4, 95% CI [1.3, 115.7]) and delayed HIV testing (AOR = 7.3, 95% CI [1.6, 33.0]), compared with current testing. Findings suggest that addressing discrimination may improve HIV testing uptake among partnered Latino/x SMM, particularly those born outside the U.S.
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Affiliation(s)
- Yong Gun Lee
- School of Social Work, Rutgers University, New Brunswick, New Jersey
| | - Edward J Alessi
- School of Social Work, Rutgers University, New Brunswick, New Jersey
| | - Matthew Lynn
- School of Social Work, Rutgers University, New Brunswick, New Jersey
| | - Tyrel J Starks
- Department of Psychology, Hunter College of the City University of New York, New York, New York
| | - Gabriel Robles
- School of Social Work, Rutgers University, New Brunswick, New Jersey
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Weinstein ER, Lozano A, Jones MA, Safren SA, Harkness A. Factors Associated with Post-Exposure Prophylaxis Awareness Among Latino Sexual Minority Men in South Florida. AIDS Patient Care STDS 2022; 36:405-412. [PMID: 36286577 PMCID: PMC9595620 DOI: 10.1089/apc.2022.0090] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Despite their efficacy, biomedical HIV prevention tools such as post-exposure prophylaxis (PEP) and pre-exposure prophylaxis (PrEP) have been insufficiently scaled up and disseminated, especially among marginalized subgroups that face substantial HIV disparities. Given the minimal literature available on PEP among Latino sexual minority men (LSMM), this cross-sectional secondary analysis explored factors associated with PEP awareness among a group of LSMM living in South Florida, a US HIV epicenter. The parent study examined patterns of engagement in PrEP and behavioral health treatment services among LSMM (N = 290). The current secondary analysis (N = 243) identified factors associated with PEP awareness using three methods: stochastic search variable selection, participatory data science, and literature review-before being modeled using linear regression. Most participants (67.5%) reported having little to no awareness about PEP before initiating our study. Simple linear regression models suggested that higher PrEP knowledge (B = 0.17, SE = 0.02, p < 0.001), HIV knowledge (B = 0.15, SE = 0.04, p < 0.001), PrEP self-efficacy (B = 0.37, SE = 0.13, p < 0.05), and high perceived community norms for HIV testing (B = 0.29, SE = 0.14, p < 0.05) were each associated with LSMM's greater PEP awareness, while identity affirmation was associated with less PEP awareness (B = -0.13, SE = 0.05, p < 0.01). Results suggest the utility of our three-pronged variable selection approach and address gaps in PEP awareness and use among LSMM living in a US HIV epicenter to support Ending the HIV Epidemic goals.
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Affiliation(s)
| | - Alyssa Lozano
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Coral Gables, Florida, USA
| | - Megan A. Jones
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Steven A. Safren
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Audrey Harkness
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Coral Gables, Florida, USA
- School of Nursing and Health Studies, University of Miami, Coral Gables, Florida, USA
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