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Leal M, Kerr L, Mota RM, Motta-Castro AR, Lima LN, Oliveira LC, Merchan-Hamann E, Bermudez XPD, Pontes AK, Moreira RC, Guimarães M, Brito AM, Dourado I, Veras MA, Leal AF, Knauth D, Macena RH, Brigido L, Magno L, Kendall C. Increasing HIV prevalence rate among men who have sex with men: results of a comparison of two national surveys. AIDS 2024; 38:1799-1801. [PMID: 39206885 PMCID: PMC11356684 DOI: 10.1097/qad.0000000000003934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 05/06/2024] [Accepted: 05/16/2024] [Indexed: 09/04/2024]
Abstract
Our objective was to compare HIV prevalence between two national surveys among men who have sex with men in Brazil in 2009 and 2016. HIV prevalence was estimated stratifying by age and socioeconomic status. HIV prevalence increased from 11.9% [95% confidence interval (CI): 9.9-14.3], in 2009, to 19.1% (95% CI: 16.5 - 22.0), in 2016 [odds ratio (OR) = 1.8; 95% CI: 1.3-2.3] increasing 320% among Young MSM of low SES. Political leadership is needed to develop a scientifically sound and inclusive solution.
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Affiliation(s)
- Marto Leal
- Universidade Federal do Ceará, Fortaleza
| | - Ligia Kerr
- Universidade Federal do Ceará, Fortaleza
| | | | | | | | | | | | | | | | | | | | | | - Inês Dourado
- Universidade Federal da Bahia, Instituto de Saúde Coletiva, Salvador
| | | | - Andréa F. Leal
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Daniela Knauth
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | - Laio Magno
- Universidade Estadual da Bahia, Salvador
| | - Carl Kendall
- Department of Social, Behavioral and Population Sciences, Tulane School of Public Health and Tropical Medicine, New Orleans, USA
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Xu W, Zhao P, Li H, Wang C. HCV knowledge and attitudes among HIV-negative MSM and MSM living with HIV in China: results from a cross-sectional online survey. BMC Infect Dis 2023; 23:599. [PMID: 37704973 PMCID: PMC10500868 DOI: 10.1186/s12879-023-08586-1] [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: 05/24/2023] [Accepted: 09/05/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Men who have sex with men (MSM) are at high risk of hepatitis C virus (HCV) infection, especially for those living with human immunodeficiency virus (HIV). Learning about knowledge of and attitudes towards HCV is essential to inform health promotion interventions development. This is one of very limited studies to examine the level of knowledge and attitudes towards HCV and their determinants among HIV-negative MSM and MSM living with HIV in China. METHODS A cross-sectional survey was conducted across seven provinces in China from December 2021 to January 2022. All the MSM living with HIV were recruited offline, whereas the recruitment ratio for HIV-negative MSM was half online and half offline. Data on socio-demographic characteristics, sexual behaviors, knowledge about HCV, and attitude towards HCV from participants were collected through the online survey. Univariate and multivariable logistic regressions were used to determine the associated factors. RESULTS Only 39.3% (33/84) of HIV-negative men and 44.0% (37/84) of men living with HIV had a good level knowledge about HCV. Nearly one-third (32.1%, 27/84) of HIV-negative men and 41.7% (35/84) of men living with HIV reported a positive attitude towards HCV. For HIV-negative men, positive attitude towards HCV was associated with the multiple sexual partners (aOR: 5.8, 95%CI:1.9-18.1) and the use of recreational substances (aOR: 3.1, 95%CI: 1.0-9.4). For men living with HIV, knowledge about HCV was associated with disclosing sexual orientation to healthcare providers, family or friends (aOR: 7.0, 1.9-26.0), the multiple sexual partners (aOR: 0.2, 0.1-1.0), the use of recreational substances (aOR: 3.7, 95%CI: 1.1-13.1) and the HBV testing history (aOR: 7.3, 95%CI: 1.6-32.7); positive attitude towards HCV was associated with the use of recreational substances (aOR: 3.1, 95%CI: 1.1-9.0). CONCLUSIONS The majority of Chinese MSM showed an inadequate knowledge of and negative attitude towards HCV irrespective of HIV infection status. More tailored education campaigns and multicomponent interventions are required to be targeted on MSM, and more researches are also needed to inform how best to address the negative attitudes of this population towards HCV.
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Affiliation(s)
- Wenqian Xu
- Dermatology Hospital of Southern Medical University, Guangzhou, China
- Southern Medical University Institute for Global Health, Guangzhou, China
- Guangdong Provincial Center for Skin Diseases and STIs Control, Guangzhou, China
- School of Public Health, Southern Medical University, Guangzhou, China
| | - Peizhen Zhao
- Dermatology Hospital of Southern Medical University, Guangzhou, China
- Southern Medical University Institute for Global Health, Guangzhou, China
- Guangdong Provincial Center for Skin Diseases and STIs Control, Guangzhou, China
| | - Haiyi Li
- Dermatology Hospital of Southern Medical University, Guangzhou, China
- Southern Medical University Institute for Global Health, Guangzhou, China
- Guangdong Provincial Center for Skin Diseases and STIs Control, Guangzhou, China
- School of Public Health, Southern Medical University, Guangzhou, China
| | - Cheng Wang
- Dermatology Hospital of Southern Medical University, Guangzhou, China.
- Southern Medical University Institute for Global Health, Guangzhou, China.
- Guangdong Provincial Center for Skin Diseases and STIs Control, Guangzhou, China.
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Aybar-Flores A, Talavera A, Espinoza-Portilla E. Predicting the HIV/AIDS Knowledge among the Adolescent and Young Adult Population in Peru: Application of Quasi-Binomial Logistic Regression and Machine Learning Algorithms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5318. [PMID: 37047934 PMCID: PMC10093875 DOI: 10.3390/ijerph20075318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/19/2023] [Accepted: 03/27/2023] [Indexed: 06/19/2023]
Abstract
Inadequate knowledge is one of the principal obstacles for preventing HIV/AIDS spread. Worldwide, it is reported that adolescents and young people have a higher vulnerability of being infected. Thus, the need to understand youths' knowledge towards HIV/AIDS becomes crucial. This study aimed to identify the determinants and develop a predictive model to estimate HIV/AIDS knowledge among this target population in Peru. Data from the 2019 DHS Survey were used. The software RStudio and RapidMiner were used for quasi-binomial logistic regression and computational model building, respectively. Five classification algorithms were considered for model development and their performance was assessed using accuracy, sensitivity, specificity, FPR, FNR, Cohen's kappa, F1 score and AUC. The results revealed an association between 14 socio-demographic, economic and health factors and HIV/AIDS knowledge. The accuracy levels were estimated between 59.47 and 64.30%, with the random forest model showing the best performance (64.30%). Additionally, the best classifier showed that the gender of the respondent, area of residence, wealth index, region of residence, interviewee's age, highest educational level, ethnic self-perception, having heard about HIV/AIDS in the past, the performance of an HIV/AIDS screening test and mass media access have a major influence on HIV/AIDS knowledge prediction. The results suggest the usefulness of the associations found and the random forest model as a predictor of knowledge of HIV/AIDS and may aid policy makers to guide and reinforce the planning and implementation of healthcare strategies.
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Affiliation(s)
- Alejandro Aybar-Flores
- Department of Engineering, Universidad del Pacífico, Lima 15072, Peru; (A.A.-F.); (A.T.)
| | - Alvaro Talavera
- Department of Engineering, Universidad del Pacífico, Lima 15072, Peru; (A.A.-F.); (A.T.)
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da Silva JKB, dos Santos JM, Moreira WC, Romero ROG, Leadebal ODCP, Nogueira JDA. Multilevel model in the identification of behavioral and structural risk factors for HIV: integrative review. Rev Bras Enferm 2022; 76:e20210853. [PMID: 36542051 PMCID: PMC9749773 DOI: 10.1590/0034-7167-2021-0853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 08/21/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES to investigate studies that adopted the multilevel analysis model to identify behavioral and structural risk factors associated with HIV infection. METHODS an integrative review of the literature with studies available in full, obtained from EMBASE, CINAHL, Pubmed, and Scopus, whose selected descriptors were the indexed terms: "HIV", "multilevel analysis" and "behavior". RESULTS the search resulted in 236 studies. Out of these, ten studies comprised the sample. Economic disadvantage, neighborhood characteristics, housing instability, incarceration, transactional sex, multiple partners, substance abuse, and age at first intercourse were classified as structural and behavioral risk factors for HIV. Reduced socioeconomic disadvantage, provision of housing stability, and condom use were associated with protective factors for HIV exposure. CONCLUSIONS by applying the multilevel model in risk factor research studies, it was possible to identify the structural and behavioral elements of HIV risk.
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Galvão JJDS, Cunha CLF, Pinho ECC, Paiva DDJDS, de Castro NJC, Nascimento VGC, de Azevedo Junior WS, da Silva RAR, Feitosa RNM, Vallinoto ACR, Botelho EP, Ferreira GRON. Seroprevalence of Chlamydia trachomatis and Associated Factors among Vulnerable Riverine in the Brazilian Amazon. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15969. [PMID: 36498044 PMCID: PMC9736917 DOI: 10.3390/ijerph192315969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/24/2022] [Accepted: 11/26/2022] [Indexed: 06/17/2023]
Abstract
Due to social and individual conditions and access to health services, Amazonian riverside populations are highly vulnerable to sexually transmitted infections, including Chlamydia trachomatis. The aim is to estimate the seroprevalence of Chlamydia trachomatis and analyze the associated factors among riverside dwellers in a capital city in the Brazilian Amazon. A cross-sectional study was carried out with residents of the Combu Island, Belém. The study sample was calculated using the population survey technique in the EPI INFO. Only people aged 18 and over were included. ELISA serology was performed to detect antibodies against Chlamydia trachomatis. For data collection, a form containing vulnerability factor questions was applied. Binary regression analysis was performed using the Minitab 20 program. The study sample consisted of 325 participants. The prevalence of IgG/IgM antibodies against Chlamydia trachomatis was 22.2% and 5.5%, respectively. In the multiple regression, only participants with a broken condom were more likely to have antibodies against the bacteria (OR: 1.90; 95% CI: 1.01; 3.37; p = 0.046). Seroprevalence was associated with condom breakage. This factor demonstrates that despite having an attitude towards condom use, probably, they may have inadequate knowledge about the correct practice of introduction.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Eliã Pinheiro Botelho
- Program of Post-Graduation in Nursing, Federal University of Para, Belem 66075-110, Brazil
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Ferreira RC, Torres TS, Marins LMS, Ceccato MDGB, Bezerra DRB, Luz PM. HIV knowledge and its correlation with the Undetectable = Untransmittable slogan in Brazil. Rev Saude Publica 2022; 56:87. [PMID: 36228232 PMCID: PMC9529210 DOI: 10.11606/s1518-8787.2022056004168] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 01/01/2022] [Indexed: 11/13/2022] Open
Abstract
Knowledge about HIV transmission and prevention is a necessary step for adopting preventive behaviors. We assessed HIV knowledge and its correlation with the perceived accuracy of the "Undetectable = Untransmittable" (U=U) slogan in an online sample with 401 adult Brazilians. Overall, 28% of participants showed high HIV knowledge level. The perceived accuracy of the U=U slogan significantly correlated with HIV knowledge. Younger participants, those reporting lower income or lower education, or who had never tested for HIV showed poorer HIV knowledge. Filling gaps of knowledge among specific populations is urgent in order to increase preventive behaviors and decrease HIV stigma.
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Affiliation(s)
- Rayane C. Ferreira
- Fundação Oswaldo CruzEscola Nacional de Saúde Pública Sérgio AroucaPrograma de Pós-graduação de Epidemiologia em Saúde PúblicaRio de JaneiroRJBrasil Fundação Oswaldo Cruz. Escola Nacional de Saúde Pública Sérgio Arouca. Programa de Pós-graduação de Epidemiologia em Saúde Pública. Rio de Janeiro, RJ, Brasil
| | - Thiago Silva Torres
- Fundação Oswaldo CruzInstituto Nacional de Infectologia Evandro ChagasLaboratório de Pesquisa Clínica em DST e AidsRio de JaneiroRJBrasil Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Laboratório de Pesquisa Clínica em DST e Aids. Rio de Janeiro, RJ, Brasil
| | - Luana Monteiro Spindola Marins
- Fundação Oswaldo CruzInstituto Nacional de Infectologia Evandro ChagasLaboratório de Pesquisa Clínica em DST e AidsRio de JaneiroRJBrasil Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Laboratório de Pesquisa Clínica em DST e Aids. Rio de Janeiro, RJ, Brasil
| | - Maria das Graças B. Ceccato
- Universidade Federal de Minas GeraisFaculdade de FarmáciaDepartamento de Farmácia SocialBelo HorizonteMGBrasil Universidade Federal de Minas Gerais. Faculdade de Farmácia. Departamento de Farmácia Social. Belo Horizonte, MG, Brasil
| | - Daniel R. B. Bezerra
- Fundação Oswaldo CruzInstituto Nacional de Infectologia Evandro ChagasLaboratório de Pesquisa Clínica em DST e AidsRio de JaneiroRJBrasil Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Laboratório de Pesquisa Clínica em DST e Aids. Rio de Janeiro, RJ, Brasil
| | - Paula M. Luz
- Fundação Oswaldo CruzInstituto Nacional de Infectologia Evandro ChagasLaboratório de Pesquisa Clínica em DST e AidsRio de JaneiroRJBrasil Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Laboratório de Pesquisa Clínica em DST e Aids. Rio de Janeiro, RJ, Brasil
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Ferreira RC, Torres TS, Ceccato MDGB, Bezerra DR, Thombs BD, Luz PM, Harel D. Development and Evaluation of Short-Form Measures of the HIV/AIDS Knowledge Assessment Tool Among Sexual and Gender Minorities in Brazil: Cross-sectional Study. JMIR Public Health Surveill 2022; 8:e30676. [PMID: 35348470 PMCID: PMC9132367 DOI: 10.2196/30676] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 01/07/2022] [Accepted: 01/27/2022] [Indexed: 01/26/2023] Open
Abstract
Background In theoretical models of health behavior, knowledge about disease transmission and self-protective behaviors are conceptualized as important drivers of behavior change. Several studies conducted in Brazil point to an unfortunate convergence of sexual and gender minority (SGM) populations with low levels of HIV knowledge and younger age, lower education, engagement in higher-risk sexual behavior, and never having tested for HIV. Measures to assess level of HIV knowledge have been previously published, including the 12-item HIV/AIDS Knowledge Assessment (HIV-KA) tool. However, measure length can be a barrier to assessment. Objective We started from the 12-item HIV-KA tool and developed candidate short forms using statistical procedures, evaluated their psychometric properties, and tested the equivalency of their associations with other measures of HIV knowledge compared to the 12-item version. Methods A convenience sample of SGM was recruited during September 2020 to complete an online survey through advertisements on two social networking apps (Grindr and Hornet). The survey instrument included items on sociodemographic information, prior HIV testing and HIV test results, preexposure prophylaxis (PrEP) and antiretroviral treatment use, sexual behavior, and 3 HIV knowledge measures: the HIV-KA, World Health Organization Knowledge About HIV Transmission Prevention Indicator, and the Brief HIV Knowledge Questionnaire. We used exploratory factor analysis and confirmatory factor analysis (CFA) to assess the factor structure of the of the HIV-KA. We used optimal test assembly (OTA) methods to develop candidate short forms of the HIV-KA and evaluated them based on prespecified reliability, concurrent validity, and statistically equivalent convergent validity criteria. Results Among 2552 SGM individuals from Brazil, mean age was 35.1 years, 98.2% (2507/2552) cisgender men and 1.8% (45/2552) transgender/nonbinary, 56.5% (1441/2552) White, and 31.0% (792/2552) self-reported HIV positive. CFA indicated a 1-factor structure for the 12-item HIV-KA. Concurrent validity correlations were high for all short forms with 6 items, but only versions with 9 items were as reliable as the full-length form and demonstrated equivalency for convergent validity correlations. Suggesting post hoc convergent validity, HIV knowledge scores using the 9- and 10-item short forms were higher for participants who perceived the Undetectable Equals Untransmittable (U=U) slogan as completely accurate versus not accurate. Suggesting post hoc concurrent validity, participants of younger age, of Black, Pardo or indigenous race, and reporting lower education and lower income scored lower on HIV knowledge. Participants who never tested for HIV scored lower than those who tested negative or positive, while those currently using PrEP scored higher than those reporting past or never use. Conclusions OTA methods were used to shorten the 12-item HIV-KA to 9-item and 10-item versions while maintaining comparable reliability and validity among a large sample of Brazilian SGM. However, these short forms did not shorten sufficiently to justify deviation from the full measure.
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Affiliation(s)
- Rayanne C Ferreira
- Escola Nacional de Saúde Pública Sérgio Arouca, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Thiago S Torres
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | - Daniel Rb Bezerra
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Brett D Thombs
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Departments of Psychiatry, McGill University, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
- Department of Medicine, McGill University, Montreal, QC, Canada
- Department of Psychology, McGill University, Montreal, QC, Canada
- Biomedical Ethics Unit, McGill University, Montreal, QC, Canada
| | - Paula M Luz
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Daphna Harel
- Department of Applied Statistics, Social Science, and Humanities, New York University, New York, NY, United States
- Center for Practice and Research and the Intersection of Information, Society, and Methodology, New York University, New York, NY, United States
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Blair KJ, Torres TS, Hoagland B, Bezerra DR, Veloso VG, Grinsztejn B, Clark J, Luz PM. Pre-exposure prophylaxis use, HIV knowledge, and internalized homonegativity among men who have sex with men in Brazil: A cross-sectional study. LANCET REGIONAL HEALTH. AMERICAS 2022; 6:100152. [PMID: 35291206 PMCID: PMC8920052 DOI: 10.1016/j.lana.2021.100152] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background Pre-exposure prophylaxis (PrEP) use in Brazil remains low despite free national access. We explored associations of HIV knowledge and internalized homonegativity with PrEP use among PrEP-eligible men who have sex with men (MSM). Methods Brazilian Hornet users completed an online, cross-sectional survey in February-March 2020. We included cis-men ≥18 years old who reported recent sex with men and were PrEP-eligible per the following: condomless anal intercourse, partner(s) living with HIV, transactional sex, and/or sexually transmitted infection. Our outcome was current PrEP use, defined by the response, "I am currently taking PrEP." Key predictors included the HIV/AIDS Knowledge Assessment (HIV-KA) and Reactions to Homosexuality Scale (RHS); higher scores indicate greater knowledge and greater internalized homonegativity, respectively. Scales were standardized for analysis. Associations with current PrEP use were estimated using adjusted odds ratios (aOR) with 95% confidence intervals (95%CI). Findings Among 2398 PrEP-eligible MSM, n = 370 (15·4%) reported current PrEP use. Increasing HIV-KA scores were associated with greater odds of PrEP use (aOR 1·70 [95%CI 1·41-2·04], p < 0·001), and increasing RHS scores with lower odds of PrEP use (aOR 0·83 [95%CI 0·73-0·96], p = 0·010). PrEP use was lower among 18-24 versus 40+-years-old MSM (aOR 0·43 [95%CI 0·27-0·69], p = 0·005), and in Black versus White/Asian respondents (aOR 0·51 [95%CI 0·31-0·85], p = 0·040). Interpretation Among PrEP-eligible Brazilian MSM, HIV knowledge was associated with increased PrEP use and internalized homonegativity with decreased use. Wider dissemination of HIV prevention knowledge and addressing stigma experienced by MSM could promote increased PrEP use. Funding National Institute of Mental Health, Fiocruz, Conselho Nacional de Desenvolvimento Científico e Tecnológico.
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Affiliation(s)
- Kevin J. Blair
- South American Program in HIV Prevention Research (SAPHIR), Division of Infectious Diseases, Department of Medicine, University of California Los Angeles (UCLA), Los Angeles, CA, USA
- Department of Surgery, UCLA, 10833 Le Conte Ave, 72-227 CHS, Los Angeles, CA 90095, USA
| | - Thiago S. Torres
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Brenda Hoagland
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Daniel R.B. Bezerra
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Valdilea G. Veloso
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Beatriz Grinsztejn
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Jesse Clark
- South American Program in HIV Prevention Research (SAPHIR), Division of Infectious Diseases, Department of Medicine, University of California Los Angeles (UCLA), Los Angeles, CA, USA
| | - Paula M. Luz
- Fundação Oswaldo Cruz (Fiocruz), Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
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Ferreira GRON, de Oliveira IS, Freitas WLS, Lira ALBDC, Reis RK, Gir E, Ramos AMPC, Gonçalves LHT, Botelho EP. Factors associated with low knowledge about sexually transmitted infections in subnormal agglomerate, in the Brazilian Amazon. Prim Health Care Res Dev 2021; 22:e70. [PMID: 34763742 PMCID: PMC8628559 DOI: 10.1017/s1463423621000700] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 07/30/2021] [Accepted: 10/17/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Populations living in subnormal agglomerates in urban areas are more vulnerable to infections, including sexually transmitted infections (STIs). In these groups, inadequate knowledge about sexually transmitted infections can further increase the risk of contracting STIs. AIM We investigated the factors associated with low knowledge about STIs in a peripheral population in the Brazilian Amazon. METHODS This cross-sectional study was conducted in Belém, in the Amazon region that has a high percentage of subnormal agglomerates in an urban area and a high incidence of STIs. Random sampling was adopted which resulted in a sample of 320 participants. To assess knowledge about STIs, the self-administered Sexually Transmitted Disease Knowledge Questionnaire was used. To assess aspects of vulnerability, a questionnaire was constructed which is linked to individual, social, and programmatic factors. The chi-square test, G test, and ordinal regression analyses were all performed. FINDINGS The sample of this study was composed of 320 participants. The mean age of the participants was 46.09 years. 37.5% (120), 50.6% (162), and 11.9% (38) showed low, medium, and high knowledge, respectively. Multiple analysis revealed that the factors associated with higher chance of having smaller knowledge about sexually transmitted infections were single/separated/divorced/widow(er) marital status (AOR: 1.80, CI: 1.15-2.84, P = 0.01); income equal to or less than one minimum wage (1.98, CI: 1.21-3.17, P = 0.00); equal to or over than 52 years old (AOR: 1.99, CI: 1.25-3.17, P = 0.00); lack of guidance by a health professional (AOR: 1.59, CI: 1.01-2.51, P = 0.04). Our results show that this community suffer from suboptimal levels of knowledge on STIs, which are linked to individual, social, and programmatic factors. Characterising the risk and vulnerabilities factors allows for carrying out appropriate interventions for populations living in subnormal agglomerates in urban area.
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Affiliation(s)
| | | | | | | | - Renata Karina Reis
- Ribeirão Preto College of Nursing, University of São Paulo, Ribeirão Preto, Brazil
| | - Elucir Gir
- Ribeirão Preto College of Nursing, University of São Paulo, Ribeirão Preto, Brazil
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Torres TS, Coelho LE, Konda KA, Vega-Ramirez EH, Elorreaga OA, Diaz-Sosa D, Hoagland B, Pimenta C, Benedetti M, Grinsztejn B, Caceres CF, Veloso VG. Low socioeconomic status is associated with self-reported HIV positive status among young MSM in Brazil and Peru. BMC Infect Dis 2021; 21:726. [PMID: 34332552 PMCID: PMC8325787 DOI: 10.1186/s12879-021-06455-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 07/23/2021] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Despite efforts to stop HIV epidemic in Latin America, new HIV cases continue to increase in the region especially among young MSM (YMSM). This study aims to assess if sociodemographic characteristics are associated with self-reported HIV positive status among YMSM from three Latin American countries. METHODS Cross-sectional web-based survey advertised on dating apps (Grindr and Hornet) and Facebook in Brazil, Mexico and Peru. For this analysis, we included YMSM aged 18-24 years who self-reported their HIV status. We used multivariable logistic regression models for each country separately to verify if sociodemographic characteristics (race, education and income) were associated with HIV self-reported status after adjusting for behavior characteristics (sexual attraction and steady partner). RESULTS Among 43,687 MSM who initiated the questionnaire, 27,318 (62.5%) reported their HIV status; 7001 (25.6%) of whom were YMSM. Most YMSM (83.4%) reported an HIV test in the past year, and 15.7% reported an HIV positive status in Peru, 8.4% in Mexico and 7.7% in Brazil. In adjusted models, low-income was associated with higher odds of self-reported HIV positive status in Brazil (aOR = 1.33, 95%CI: 1.01-1.75) and Peru (aOR = 1.56, 95%CI: 1.02-2.40), but not in Mexico. Lower education was associated with higher odds of self-reported HIV positive status only in Brazil (aOR = 1.35, 95%CI: 1.05-1.75). CONCLUSIONS In this large, cross-country study, self-reported HIV positive status among YMSM was high. Lower socioeconomic status was associated with higher odds of self-reported HIV positive status in Brazil and Peru. There is an urgent need for HIV prevention interventions targeting YMSM, and efforts to address low-income YMSM are especially needed in Peru and Brazil.
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Affiliation(s)
- Thiago S Torres
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil.
| | - Lara E Coelho
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil
| | | | | | | | - Dulce Diaz-Sosa
- National Institute of Psychiatry Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Brenda Hoagland
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil
| | | | - Marcos Benedetti
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil
| | | | - Valdilea G Veloso
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-Fiocruz), Av Brasil, 4365 Manguinhos, Rio de Janeiro, 21040-360, Brazil
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Application of Data Mining Algorithms for Dementia in People with HIV/AIDS. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2021; 2021:4602465. [PMID: 34335861 PMCID: PMC8286188 DOI: 10.1155/2021/4602465] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 06/21/2021] [Indexed: 11/30/2022]
Abstract
Dementia interferes with the individual's motor, behavioural, and intellectual functions, causing him to be unable to perform instrumental activities of daily living. This study is aimed at identifying the best performing algorithm and the most relevant characteristics to categorise individuals with HIV/AIDS at high risk of dementia from the application of data mining. Principal component analysis (PCA) algorithm was used and tested comparatively between the following machine learning algorithms: logistic regression, decision tree, neural network, KNN, and random forest. The database used for this study was built from the data collection of 270 individuals infected with HIV/AIDS and followed up at the outpatient clinic of a reference hospital for infectious and parasitic diseases in the State of Ceará, Brazil, from January to April 2019. Also, the performance of the algorithms was analysed for the 104 characteristics available in the database; then, with the reduction of dimensionality, there was an improvement in the quality of the machine learning algorithms and identified that during the tests, even losing about 30% of the variation. Besides, when considering only 23 characteristics, the precision of the algorithms was 86% in random forest, 56% logistic regression, 68% decision tree, 60% KNN, and 59% neural network. The random forest algorithm proved to be more effective than the others, obtaining 84% precision and 86% accuracy.
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Rocha GM, Guimarães MDC, de Brito AM, Dourado I, Veras MA, Magno L, Kendall C, Kerr LRFS. High Rates of Unprotected Receptive Anal Intercourse and Their Correlates Among Young and Older MSM in Brazil. AIDS Behav 2020; 24:938-950. [PMID: 30879210 DOI: 10.1007/s10461-019-02459-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The aim of this study was to estimate the prevalence and factors associated with unprotected receptive anal intercourse (URAI), stratified by age (18-24 or 25 + years old), in a sample of 4,129 MSM recruited by respondent driven sampling in 12 Brazilian cities in 2016. The prevalence of URAI was higher among younger MSM (41.9% vs 29.7%) (p < 0.01). Multivariate analysis indicated that perception of risk, sexual identity, self-rated health status, and having commercial sex were associated with URAI among younger MSM. History of sexual violence, sex with younger partners, having 6 + partners and unprotected sexual debut were associated with URAI among older MSM. Marital status, having stable partner, and reporting sex with men only were associated with URAI in both groups. Despite access to condoms and lubricants, preventive efforts may not be reaching MSM effectively. Age specific intervention approaches, including stigma, discrimination, and perception of risk must be considered.
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Affiliation(s)
- Gustavo Machado Rocha
- Federal University of São João del-Rei, Rua Sebastião Gonçalves Coelho, 400, CEP 35502-296, Divinópolis, MG, Brazil.
| | | | | | - Ines Dourado
- Collective Health Institute, Federal University of Bahia, Salvador, Brazil
| | - Maria Amélia Veras
- Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, Brazil
| | - Laio Magno
- Department of Life Sciences, State University of Bahia, Salvador, Brazil
| | - Carl Kendall
- Center for Global Health Equity, Tulane School of Public Health and Tropical Medicine, New Orleans, LA, USA
- Department of Community Health, Federal University of Ceará, Fortaleza, Brazil
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Guimarães MDC, Kendall C, Magno L, Rocha GM, Knauth DR, Leal AF, Dourado I, Veras MA, de Brito AM, Kerr LRFS. Comparing HIV risk-related behaviors between 2 RDS national samples of MSM in Brazil, 2009 and 2016. Medicine (Baltimore) 2018; 97:S62-S68. [PMID: 29912816 PMCID: PMC5991533 DOI: 10.1097/md.0000000000009079] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 10/25/2017] [Accepted: 10/30/2017] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Periodic monitoring of sociobehavior characteristics at a national level is an essential component of understanding the dynamics the human immunodeficiency virus (HIV) epidemic worldwide, including Brazil. METHODS This paper compares descriptive sociobehavior characteristics in 2 national cross-sectional HIV biological behavioral surveillance surveys (BBSS) conducted in 2009 and 2016 among men who have sex with men (MSM) in Brazil. Respondent driven sampling (RDS) was used for recruitment in both years. Overall proportions were weighted according to Gile's estimator using RDS Analyst Software and 95% confidence intervals were calculated for comparisons between the 2 periods. Further comparisons were stratified by age groups (<25 and 25+ years old). RESULTS Overall, 3749 and 4176 MSM were recruited in 2009 and 2016, respectively. In 2016, participants were younger than 25 years old (58.3%), with 12 or more years of education (70.4%), with higher socioeconomic status (40.7%), and had a higher proportion of whites (31.8%), as compared to 2009. Also, participants in 2016 reported less alcohol use and binge drinking, but used illicit drugs more frequently. There was an increase among MSM who self-reported their HIV risk as low and had low HIV knowledge while the proportion of those who were never tested for HIV dropped from 49.8% in 2009 to 33.8% in 2016. Although more than three-quarters received free condoms in both years, STD counseling remained low (32% and 38% for 2009 and 2016, respectively). Sexual risk behavior remained at high levels, especially unprotected anal receptive sex and sex with multiple partners. Younger MSM (<25 years old) showed riskier sexual practices than those 25+ years old, when comparing 2016 to 2009. CONCLUSIONS Our results indicate a worrisome risk behavior trend among Brazilian MSM, especially among younger ones. These results can contribute for a better understanding of the HIV epidemics in Brazil, with timely shift in strategies so improved effectiveness in public health prevention efforts can be achieved.
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Affiliation(s)
| | - Carl Kendall
- Center for Global Health Equity, Tulane School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Laio Magno
- Department of Life Sciences, State University of Bahia, Salvador, Bahia
| | | | | | | | - Ines Dourado
- Collective Health Institute, Federal University of Bahia, Salvador, Bahia
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