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Sauceda JA, Lechuga J, Ramos ME, Puentes J, Ludwig-Barron N, Salazar J, Christopoulos KA, Johnson MO, Gomez D, Covarrubias R, Hernandez J, Montelongo D, Ortiz A, Rojas J, Ramos L, Avila I, Gwadz MV, Neilands TB. A factorial experiment grounded in the multiphase optimization strategy to promote viral suppression among people who inject drugs on the Texas-Mexico border: a study protocol. BMC Public Health 2023; 23:307. [PMID: 36765309 PMCID: PMC9921633 DOI: 10.1186/s12889-023-15172-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 01/31/2023] [Indexed: 02/12/2023] Open
Abstract
BACKGROUND People who inject drugs living with HIV (PWIDLH) suffer the lowest rates of HIV viral suppression due to episodic injection drug use and poor mental health coupled with poor retention in HIV care. Approximately 44% of PWIDLH along the US-Mexico border are retained in care and only 24% are virally suppressed. This underserved region faces a potential explosion of transmission of HIV due to highly prevalent injection drug use. This protocol describes an optimization trial to promote sustained viral suppression among Spanish-speaking Latinx PWIDLH. METHODS The multiphase optimization strategy (MOST) is an engineering-inspired framework for designing and building optimized interventions and guides this intervention. The primary aim is to conduct a 24 factorial experiment in which participants are randomized to one of 16 intervention conditions, with each condition comprising a different combination of four behavioral intervention components. The components are peer support for methadone uptake and persistence; behavioral activation therapy for depression; Life-Steps medication adherence counseling; and patient navigation for HIV care. Participants will complete a baseline survey, undergo intervention, and then return for 3-,6-,9-, and 12-month follow-up assessments. The primary outcome is sustained viral suppression, defined as viral loads of < 40 copies per mL at 6-,9-, and 12-month follow-up assessments. Results will yield effect sizes for each component and each additive and interactive combination of components. The research team and partners will make decisions about what constitutes the optimized multi-component intervention by judging the observed effect sizes, interactions, and statistical significance against real-world implementation constraints. The secondary aims are to test mediators and moderators of the component-to-outcome relationship at the 6-month follow-up assessment. DISCUSSION We are testing well-studied and available intervention components to support PWIDLH to reduce drug use and improve their mental health and engagement in HIV care. The intervention design will allow for a better understanding of how these components work in combination and can be optimized for the setting. TRIAL REGISTRATION This project was registered at clinicaltrials.gov (NCT05377463) on May 17th, 2022.
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Affiliation(s)
- John A Sauceda
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, 550 16th Street, 94158, San Francisco, CA, USA.
| | - Julia Lechuga
- College of Health Sciences, Department of Public Health Sciences, University of Texas at El Paso, 1851 Wiggins Rd., 79968, El Paso, TX, USA
| | - Maria Elena Ramos
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Jorge Puentes
- College of Health Sciences, Department of Public Health Sciences, University of Texas at El Paso, 1851 Wiggins Rd., 79968, El Paso, TX, USA
| | - Natasha Ludwig-Barron
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, 550 16th Street, 94158, San Francisco, CA, USA
| | - Jorge Salazar
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, 996 Potrero Avenue, Building 80, 6th Floor, 94110, San Francisco, CA, USA
| | - Katerina A Christopoulos
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, 996 Potrero Avenue, Building 80, 6th Floor, 94110, San Francisco, CA, USA
| | - Mallory O Johnson
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, 550 16th Street, 94158, San Francisco, CA, USA
| | - David Gomez
- Centro de Integración Juvenil (CIJ), Cuidad Juárez, Blvd Ing Bernardo Norzagaray, 32130, Cazatecas, Chihuahua, México
| | - Rogelio Covarrubias
- Centro Ambulatorio para la prevención y Atención de SIDA y de las Enfermedades de Transmisión Sexual (CAPASITS), Cuidad Juárez, Avenue Paseo Triunfo de la Republica 3530, 32330, Partido Escobedo, Chihuahua, México
| | - Joselyn Hernandez
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - David Montelongo
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Alejandro Ortiz
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Julian Rojas
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Luisa Ramos
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Itzia Avila
- Program Compañeros, Cuidad Juárez, Avenue de la Raza 2661, Silvias, Chihuahua, México
| | - Marya V Gwadz
- Silver School of Social Work, New York University, 1 Washington Square N, 10003, New York, NY, USA
| | - Torsten B Neilands
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, 550 16th Street, 94158, San Francisco, CA, USA
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Abadie R, Habecker P, Carrasco KG, Chiou KS, Fernando S, Bennett SJ, Valentin-Acevedo A, Dombrowski K, West JT, Wood C. Employing Respondent Driven Sampling (RDS) to recruit people who inject drugs (PWID) and other hard-to-reach populations during COVID-19: Lessons learned. Front Psychiatry 2022; 13:990055. [PMID: 36262631 PMCID: PMC9574048 DOI: 10.3389/fpsyt.2022.990055] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 09/12/2022] [Indexed: 01/12/2023] Open
Abstract
Background Respondent Driven Sampling (RDS) is an effective sampling strategy to recruit hard-to-reach populations but the impact of the COVID-19 pandemic on the use of this strategy in the collection of data involving human subjects, particularly among marginalized and vulnerable populations, is not known. Based on an ongoing study using RDS to recruit and study the interactions between HIV infection, injection drug use, and the microbiome in Puerto Rico, this paper explores the effectiveness of RDS during the pandemic and provided potential strategies that could improve recruitment and data collection. Results RDS was employed to evaluate its effectiveness in recruiting a group of people who inject drugs (PWID) and controls (N = 127) into a study in the midst of the COVID-19 pandemic. The participants were distributed among three subsets: 15 were HIV+ and PWID, 58 were HIV- PWID, and 54 were HIV+ and not PWID. Findings Results show that recruitment through peer networks using RDS was possible across all sub-groups. Yet, while those in the HIV+ PWID sub-group managed to recruit from other-sub groups of HIV- PWID and HIV+, this occurred at a lower frequency. Conclusion Despite the barriers introduced by COVID-19, it is clear that even in this environment, RDS continues to play a powerful role in recruiting hard-to-reach populations. Yet, more attention should be paid at how future pandemics, natural disasters, and other big events might affect RDS recruitment of vulnerable and hard-to-reach populations.
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Affiliation(s)
- Roberto Abadie
- School of Global and Integrative Studies, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Patrick Habecker
- Department of Sociology, University of Nebraska-Lincoln, Lincoln, NE, United States
| | | | - Kathy S. Chiou
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Samodha Fernando
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Sydney J. Bennett
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, United States
- Department of Interdisciplinary Oncology, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, LA, United States
| | - Aníbal Valentin-Acevedo
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamón, PR, United States
| | | | - John T. West
- Department of Interdisciplinary Oncology, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, LA, United States
| | - Charles Wood
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, United States
- Department of Interdisciplinary Oncology, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, LA, United States
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Abstract
Abstract
Purpose of Review
We provided an overview of sampling methods for hard-to-reach populations and guidance on implementing one of the most popular approaches: respondent-driven sampling (RDS).
Recent Findings
Limitations related to generating a sampling frame for marginalized populations can make them “hard-to-reach” when conducting population health research. Data analyzed from non-probability-based or convenience samples may produce estimates that are biased or not generalizable to the target population. In RDS and time-location sampling (TLS), factors that influence inclusion can be estimated and accounted for in an effort to generate representative samples. RDS is particularly equipped to reach the most hidden members of hard-to-reach populations.
Summary
TLS, RDS, or a combination can provide a rigorous method to identify and recruit samples from hard-to-reach populations and more generalizable estimates of population characteristics. Researchers interested in sampling hard-to-reach populations should expand their toolkits to include these methods.
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Weltz J, Volfovsky A, Laber EB. Reinforcement Learning Methods in Public Health. Clin Ther 2022; 44:139-154. [DOI: 10.1016/j.clinthera.2021.11.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/02/2021] [Accepted: 11/03/2021] [Indexed: 02/03/2023]
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Des Jarlais DC, Arasteh K, Huong DT, Oanh KTH, Feelemyer JP, Khue PM, Giang HT, Thanh NTT, Vinh VH, Le SM, Vallo R, Quillet C, Rapoud D, Michel L, Laureillard D, Moles JP, Nagot N. Using large-scale respondent driven sampling to monitor the end of an HIV epidemic among persons who inject drugs in Hai Phong, Viet Nam. PLoS One 2021; 16:e0259983. [PMID: 34793523 PMCID: PMC8601441 DOI: 10.1371/journal.pone.0259983] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 10/31/2021] [Indexed: 11/19/2022] Open
Abstract
AIMS To describe the use of large-scale respondent driven sampling (RDS) surveys to demonstrate the "end of an HIV epidemic" (HIV incidence < 0.5/100 person-years) among persons who inject drugs (PWID) in a middle-income country. Large sample sizes are needed to convincingly demonstrate very low incidence rates. METHODS 4 large surveys (Ns approximately 1500 each) were conducted among PWID in Hai Phong, Vietnam in 2016-2019. Respondent driven sampling (RDS) with a modification to add snowball sampling was used for recruiting participants. HIV incidence was measured through recency testing, repeat participants across multiple surveys and in a cohort study of PWID recruited from the surveys. RDS analytics (time to equilibria and homophilies for major variables) were used to assess similarities/differences in RDS only versus RDS plus snowball recruiting. Characteristics were compared among respondents recruited through standard RDS recruitment versus through snowball sampling. An overall assessment of the robustness of RDS to modification was made when adding a snowball sampling recruitment. RESULTS RDS recruiting was very efficient in the first 5 weeks of each survey with approximately 180 respondents recruited per week. Recruiting then slowed considerably, and snowball sampling (permitting an individual respondent to recruit large numbers of new respondents) was added to the existing RDS recruiting. This led to recruiting within 13-14 weeks of 1383, 1451, 1444 and 1268 respondents, close to the target of 1500 respondents/survey. Comparisons of participants recruited through standard RDS method and respondents recruited through snowball methods showed very few significant differences. RDS analytics (quickly reaching equilibria, low homophilies) were favorable for both RDS recruited and total numbers of participants in each survey. DRug use and Infections in ViEtnam (DRIVE) methods have now been officially adopted in other provinces. CONCLUSIONS RDS appears to be quite robust with respect to adding a modest number of participants recruited through snowball sampling. Large sample sizes can provide compelling evidence for "ending an HIV epidemic" to policy makers in a PWID population in a middle income country setting.
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Affiliation(s)
- Don C. Des Jarlais
- New York University School of Global Public Health, New York, NY, United States of America
| | - Kamyar Arasteh
- New York University School of Global Public Health, New York, NY, United States of America
| | - Duong Thi Huong
- Haiphong University of Medicine and Pharmacy, Haiphong, Vietnam
| | | | - Jonathan P. Feelemyer
- New York University School of Global Public Health, New York, NY, United States of America
| | - Pham Minh Khue
- Haiphong University of Medicine and Pharmacy, Haiphong, Vietnam
| | - Hoang Thi Giang
- Haiphong University of Medicine and Pharmacy, Haiphong, Vietnam
| | | | - Vu Hai Vinh
- Dept of Infectious and Tropical diseases, Viet Tiep Hospital, Haiphong, Vietnam
| | - Sao Mai Le
- Haiphong University of Medicine and Pharmacy, Haiphong, Vietnam
| | - Roselyne Vallo
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
| | - Catherine Quillet
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
| | - Delphine Rapoud
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
| | - Laurent Michel
- Pierre Nicole Center, French Red Cross, CESP/Inserrm 1018, Paris, France
| | - Didier Laureillard
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
- Infectious Diseases Department, Caremeau University Hospital, Nîmes, France
| | - Jean Pierre Moles
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
| | - Nicolas Nagot
- Pathogenèses and control of chronic and emerging infections, University of Montpellier, Inserm, Etablissement Français du Sang, University of Antilles, Montpellier, France
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Marquez LK, Fleiz C, Burgos JL, Cepeda JA, McIntosh C, Garfein RS, Kiene SM, Brodine S, Strathdee SA, Martin NK. Cost-effectiveness of hepatitis C virus (HCV) elimination strategies among people who inject drugs (PWID) in Tijuana, Mexico. Addiction 2021; 116:2734-2745. [PMID: 33620750 PMCID: PMC8380744 DOI: 10.1111/add.15456] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 11/23/2020] [Accepted: 02/10/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND AIMS In Latin America, Mexico was first to launch a hepatitis C virus (HCV) elimination strategy, where people who inject drugs (PWID) are a main risk group for transmission. In Tijuana, HCV seroprevalence among PWID is > 90%, with minimal harm reduction (HR). We evaluated cost-effectiveness of strategies to achieve the incidence elimination target among PWID in Tijuana. METHODS Modeling study using a dynamic, cost-effectiveness model of HCV transmission and progression among active and former PWID in Tijuana, to assess the cost-effectiveness of incidence elimination strategies from a health-care provider perspective. The model incorporated PWID transitions between HR stages (no HR, only opioid agonist therapy, only high coverage needle-syringe programs, both). Four strategies that could achieve the incidence target (80% reduction by 2030) were compared with the status quo (no intervention). The strategies incorporated the number of direct-acting anti-viral (DAA) treatments required with: (1) no HR scale-up, (2) HR scale-up from 2019 to 20% coverage among PWID, (3) HR to 40% coverage and (4) HR to 50% coverage. Costs (2019 US$) and health outcomes [disability-adjusted life years (DALYs)] were discounted 3% per year. Mean incremental cost-effectiveness ratios (ICER, $/DALY averted) were compared with one-time per capita gross domestic product (GDP) ($9698 in 2019) and purchasing power parity-adjusted per capita GDP ($4842-13 557) willingness-to-pay (WTP) thresholds. RESULTS DAAs alone were the least costly elimination strategy [$173 million, 95% confidence interval (CI) = 126-238 million], but accrued fewer health benefits compared with strategies with HR. DAAs + 50% HR coverage among PWID averted the most DALYs but cost $265 million, 95% CI = 210-335 million). The optimal strategy was DAAs + 50% HR (ICER $6743/DALY averted compared to DAAs only) under the one-time per-capita GDP WTP ($9698). CONCLUSIONS A combination of high-coverage harm reduction and hepatitis C virus treatment is the optimal cost-effective strategy to achieve the HCV incidence elimination goal in Mexico.
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Affiliation(s)
- Lara K Marquez
- University of California San Diego, La Jolla, CA, USA
- San Diego State University, San Diego, CA, USA
| | - Clara Fleiz
- National Institute of Psychiatry Ramon de la Fuente Muniz, Colonia, Huipulco, Tlalpan, Ciudad de Mexico, Mexico
| | | | | | | | | | | | | | | | - Natasha K Martin
- University of California San Diego, La Jolla, CA, USA
- University of Bristol, Bristol, UK
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Marquez LK, Cepeda JA, Bórquez A, Strathdee SA, Gonzalez-Zúñiga PE, Fleiz C, Rafful C, Garfein RS, Kiene SM, Brodine S, Martin NK. Is hepatitis C virus (HCV) elimination achievable among people who inject drugs in Tijuana, Mexico? A modeling analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 88:102710. [PMID: 32165050 PMCID: PMC8133359 DOI: 10.1016/j.drugpo.2020.102710] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 02/08/2020] [Accepted: 02/16/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND In 2019, Mexico became the first Latin American country committed to hepatitis C virus (HCV) elimination, but the amount of intervention scale-up required is unclear. In Tijuana, HCV among people who inject drugs (PWID) is high; yet there is minimal and intermittent harm reduction, and involuntary exposure to compulsory abstinence programs (CAP) occurs which is associated with increased HCV risk. We determined what combination intervention scale-up can achieve HCV elimination among current and former PWID in Tijuana. METHODS We constructed a dynamic, deterministic model of HCV transmission, disease progression, and harm reduction among current and former PWID parameterized to Tijuana (~10,000 current PWID, 90% HCV seropositive, minimal opiate agonist therapy [OAT] or high coverage needle/syringe programs [HCNSP]). We evaluated the number of direct-acting antiviral (DAA) treatments needed from 2019 to achieve elimination targets (80% incidence reduction, 65% mortality reduction by 2030) with: (a) DAAs alone, (b) DAAs plus scale-up of OAT+HCNSP (up to 50% coverage of OAT and HCNSP separately, producing 25% of PWID receiving both), (c) DAAs plus CAP scale-up to 50%. Scenarios examined the number of DAAs required if prioritized to current PWID or provided regardless of current injection status, and impact of harm reduction interruptions. RESULTS Modeling suggests among ~30,000 current and former PWID in Tijuana, 16,160 (95%CI: 12,770-21,610) have chronic HCV. DAA scale-up can achieve the incidence target, requiring 770 treatments/year (95%CI: 640-970) if prioritized to current PWID. 40% fewer DAAs are required with OAT+HCNSP scale-up to 50% among PWID, whereas more are required with involuntary CAP scale-up. Both targets can only be achieved through treating both current and former PWID (1,710 treatments/year), and impact is reduced with harm reduction interruptions. CONCLUSIONS Elimination targets are achievable in Tijuana through scale-up of harm reduction and DAA therapy, whereas involuntary CAP and harm reduction interruptions hamper elimination.
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Affiliation(s)
- Lara K Marquez
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla, California, United States; School of Public Health, San Diego State University, San Diego, California, United States.
| | - Javier A Cepeda
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, United States
| | - Annick Bórquez
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, United States
| | - Steffanie A Strathdee
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, United States
| | - Patricia E Gonzalez-Zúñiga
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, United States
| | - Clara Fleiz
- National Institute of Psychiatry Ramon de la Fuente Muniz, Huipulco, Tlalpan, Mexico City, United States
| | - Claudia Rafful
- Faculty of Psychology, Universidad Nacional Autónoma de México, Mexico City, United States; Center on Global Mental Health Research, National Institute of Psychiatry, Mexico City, United States; Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, OH, Canada
| | - Richard S Garfein
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla, California, United States
| | - Susan M Kiene
- School of Public Health, San Diego State University, San Diego, California, United States
| | - Stephanie Brodine
- School of Public Health, San Diego State University, San Diego, California, United States
| | - Natasha K Martin
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, United States; Population Health Sciences, University of Bristol, Bristol, United Kingdom
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Yi S, Prem K, Chhoun P, Chann N, Tuot S, Mun P, Mburu G. Syphilis infection among people who use and inject drugs in Cambodia: a cross-sectional study using the respondent-driven sampling method. Int J STD AIDS 2020; 31:832-840. [PMID: 32623980 DOI: 10.1177/0956462420929132] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This cross-sectional study explored the prevalence and correlates of syphilis infection among people who use and inject drugs (PWUD/PWID) in Cambodia. Data were collected in 2017 from 1,677 PWUD/PWID living in the capital city of Phnom Penh and 11 other major provinces using the respondent-driven sampling method. The SD Bioline HIV/Syphilis Duo test was used to determine human immunodeficiency virus (HIV) and current or past syphilis infection. A multivariable logistic regression analysis was conducted to identify risk factors associated with current or past syphilis infection. The prevalence of current or past syphilis infection was 3.8% (95% confidence interval = 2.4-4.6). After adjustment, current or past syphilis infection remained positively associated with being female, living on the streets, having an average monthly income of US$100-299, having transactional sex in the past three months, and having been to a rehabilitation centre in the past 12 months. Current or past syphilis infection was negatively associated with having attained at least high school level of formal education. The findings indicate vulnerability to syphilis infection among PWUD/PWID in Cambodia, particularly among subpopulations who are more marginalized. Syphilis prevention and control programmes should be systematically integrated into HIV and sexually transmitted infection policy and services in the country.
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Affiliation(s)
- Siyan Yi
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.,KHANA Center for Population Health Research, Phnom Penh, Cambodia.,Center for Global Health Research, Touro University California, Vallejo, CA, USA.,School of Public Health, National Institute of Public Health, Phnom Penh, Cambodia
| | - Kiesha Prem
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.,Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London, School of Hygiene & Tropical Medicine, London, UK
| | - Pheak Chhoun
- KHANA Center for Population Health Research, Phnom Penh, Cambodia
| | - Navy Chann
- National Center for HIV/AIDS, Dermatology and STD, Phnom Penh, Cambodia
| | - Sovannary Tuot
- KHANA Center for Population Health Research, Phnom Penh, Cambodia
| | - Phalkun Mun
- National Center for HIV/AIDS, Dermatology and STD, Phnom Penh, Cambodia
| | - Gitau Mburu
- Centre for Global Health Policy, University of Sussex, Brighton, UK
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Beaudry IS, Gile KJ. Correcting for differential recruitment in respondent-driven sampling data using ego-network information. Electron J Stat 2020. [DOI: 10.1214/20-ejs1718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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10
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Harling G, Tsai AC. Using Social Networks to Understand and Overcome Implementation Barriers in the Global HIV Response. J Acquir Immune Defic Syndr 2019; 82 Suppl 3:S244-S252. [PMID: 31764260 PMCID: PMC6923140 DOI: 10.1097/qai.0000000000002203] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Despite the development of several efficacious HIV prevention and treatment methods in the past 2 decades, HIV continues to spread globally. Uptake of interventions is nonrandomly distributed across populations. Such inequality is socially patterned and reinforced by homophily arising from both social selection (becoming friends with similar people) and influence (becoming similar to friends). METHODS We conducted a narrative review to describe how social network analysis methods-including egocentric, sociocentric, and respondent-driven sampling designs-provide tools to measure key populations, to understand how epidemics spread, and to evaluate intervention take-up. RESULTS Social network analysis-informed designs can improve intervention effectiveness by reaching otherwise inaccessible populations. They can also improve intervention efficiency by maximizing spillovers, through social ties, to at-risk but susceptible individuals. Social network analysis-informed designs thus have the potential to be both more effective and less unequal in their effects, compared with social network analysis-naïve approaches. Although social network analysis-informed designs are often resource-intensive, we believe they provide unique insights that can help reach those most in need of HIV prevention and treatment interventions. CONCLUSION Increased collection of social network data during both research and implementation work would provide important information to improve the roll-out of existing studies in the present and to inform the design of more data-efficient, social network analysis-informed interventions in the future. Doing so will improve the reach of interventions, especially to key populations, and to maximize intervention impact once delivered.
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Affiliation(s)
- Guy Harling
- Institute for Global Health, University College London, London, United Kingdom
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Department of Epidemiology and Harvard Center for Population and Development Studies, Harvard University, Cambridge MA, United States
- MRC/Wits Rural Public Health & Health Transitions Research Unit (Agincourt), University of the Witwatersrand, Johannesburg, South Africa
| | - Alexander C. Tsai
- Department of Epidemiology and Harvard Center for Population and Development Studies, Harvard University, Cambridge MA, United States
- Chester M. Pierce, MD Division of Global Psychiatry, Massachusetts General Hospital, Boston MA United States
- Mbarara University of Science and Technology, Mbarara, Uganda
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Child ST, Kaczynski AT, Walsemann KM, Fleischer N, McLain A, Moore S. Socioeconomic Differences in Access to Neighborhood and Network Social Capital and Associations With Body Mass Index Among Black Americans. Am J Health Promot 2019; 34:150-160. [PMID: 31665895 DOI: 10.1177/0890117119883583] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE To examine associations between socioeconomic status and two forms of social capital, namely, neighborhood and network measures, and how these distinct forms of capital are associated with body mass index (BMI) among Black residents of low-income communities. DESIGN Respondent-driven sampling was used to engage residents in a household survey to collect data on the respondents' personal network, perceptions about their neighborhood environment, and health. SETTING Eight special emphasis neighborhoods in Greenville, South Carolina. PARTICIPANTS N = 337 black/African American older adults, nearly half of whom have a household income of less than $15 000 and a high school education, were included. MEASURES Neighborhood capital was assessed via three scales on social cohesion, collective efficacy, and social support from neighbors. Network capital was calculated via a position generator, common in egocentric network surveys. Body mass index was calculated with self-reported height and weight. ANALYSIS Multilevel linear regression models were used to examine the association between neighborhood and network capital and obesity among respondents within sampling chains. RESULTS Higher household income was associated with greater neighborhood capital, whereas higher educational attainment was associated with greater network capital. Social cohesion was negatively associated with BMI (b = -1.25, 95% confidence interval [CI]: -2.39 to -0.11); network diversity was positively associated with BMI (b = 0.31, 95% CI: 0.08 to 0.55). CONCLUSION The findings shed light on how social capital may be patterned by socioeconomic status and, further, how distinct forms of capital may be differentially associated with health among black Americans.
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Affiliation(s)
- Stephanie T Child
- Berkeley Population Center, University of California, Berkeley, CA, USA
| | - Andrew T Kaczynski
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Katrina M Walsemann
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Nancy Fleischer
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Alexander McLain
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, USA
| | - Spencer Moore
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
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Abara WE, Trujillo L, Broz D, Finlayson T, Teshale E, Paz-Bailey G, Glick S, Al-Tayyib AA, Robinson WT, Masiello-Schuette S, Sey EK, Anderson BJ, Poe J, Braunstein S. Age-Related Differences in Past or Present Hepatitis C Virus Infection Among People Who Inject Drugs: National Human Immunodeficiency Virus Behavioral Surveillance, 8 US Cities, 2015. J Infect Dis 2019; 220:377-385. [PMID: 30915477 PMCID: PMC11111175 DOI: 10.1093/infdis/jiz142] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 03/26/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Historically, older people who inject drugs (PWID) have had the highest hepatitis C virus (HCV) burden; however, young PWID now account for recent increases. We assessed factors associated with past or present HCV infection (HCV antibody [anti-HCV] positive) among young (≤35 years) and older (>35 years) PWID. METHODS We calculated adjusted prevalence ratios (aPRs) and 95% confidence intervals (CIs) to examine sociodemographic and past 12-month injection behaviors associated with HCV infection. RESULTS Of 4094 PWID, 55.2% were anti-HCV positive. Among young PWID, anti-HCV prevalence was 42.1% and associated with ≤high school diploma/General Education Development diploma (GED) (aPR, 1.17 [95% CI, 1.03-1.33]), receptive syringe sharing (aPR, 1.37 [95% CI, 1.21-1.56]), sharing injection equipment (aPR, 1.16 [95% CI, 1.01-1.35]), arrest history (aPR, 1.14 [95% CI, 1.02-1.29]), and injecting speedball (aPR, 1.37 [95% CI, 1.16-1.61]). Among older PWID, anti-HCV prevalence was 62.2% and associated with ≤high school diploma/GED (aPR, 1.08 [95% CI, 1.02-1.15]), sharing injection equipment (aPR, 1.08 [95% CI, 1.02-1.15]), high injection frequency (aPR, 1.16 [95% CI, 1.01-1.34]), and injecting speedball (aPR, 1.09 [95% CI, 1.01-1.16]). CONCLUSIONS Anti-HCV prevalence is high among PWID and varies with age. Scaling up direct-acting antiviral treatment, syringe service programs, and medication-assisted therapy is critical to mitigating transmission risk and infection burden.
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Affiliation(s)
- Winston E Abara
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Lindsay Trujillo
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Dita Broz
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Teresa Finlayson
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Eyasu Teshale
- Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Gabriela Paz-Bailey
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Sara Glick
- Division of Allergy and Infectious Diseases, School of Medicine, University of Washington, Seattle, Washington
| | - Alia A Al-Tayyib
- Denver Public Health, Denver Health and Hospital Authority, Denver, Colorado
| | - William T Robinson
- STD/HIV Program, Louisiana Department of Health and LSU Health Sciences Center, School of Public Health, New Orleans, Louisiana
| | | | - Ekow K Sey
- Los Angeles County Department of Public Health, Los Angeles, California
| | - Bridget J Anderson
- Bureau of HIV/AIDS Epidemiology, New York State Department of Health, Albany, New York
| | - Jonathon Poe
- TB/HIV/STD Branch, Texas Department of State Health Services, Austin, Texas
| | - Sarah Braunstein
- Bureau of HIV/AIDS Prevention and Control, New York City Department of Health and Mental Hygiene, New York
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13
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Child ST, Walsemann KM, Kaczynski AT, Fleischer NL, McLain AC, Moore S. Personal network characteristics and body mass index: the role of education among Black Americans. J Public Health (Oxf) 2019; 41:130-137. [PMID: 29447404 DOI: 10.1093/pubmed/fdy020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 11/18/2017] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Personal (i.e. egocentric) network characteristics are associated with health outcomes, including overweight and obesity. Previous research suggests educational attainment may interact with network characteristics to buffer these relationships. Limited research has examined the personal network characteristics of Black Americans, who have increased risk of overweight and obesity. The purpose of the current study was to examine associations between network characteristics and body mass index (BMI), and whether educational attainment modified these associations among Black Americans. METHODS In 2014, using respondent-driven sampling, we recruited 430 adult residents of eight low-income neighborhoods in Greenville, SC. Self-administered questionnaires assessed structural and compositional characteristics (i.e. size, density) of respondents' personal networks, socio-demographic characteristics, and health-related behaviors and conditions. Multilevel regression models with robust sandwich estimation accounted for clustering within respondent chains. RESULTS Among Black adults overall, network density-the number of connections among network members-was positively associated with BMI. Higher education moderated this relationship; among Black adults with a college degree, higher network density was inversely associated with BMI. CONCLUSIONS Our data suggest low educational attainment may reflect more homogenous and less resourceful networks. Multiple pathways are discussed for how education interacts with network density on BMI among Black Americans.
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Affiliation(s)
- Stephanie T Child
- Berkeley Population Center, University of California, Berkeley, CA, USA
| | - Katrina M Walsemann
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Andrew T Kaczynski
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Nancy L Fleischer
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Alexander C McLain
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, USA
| | - Spencer Moore
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA.,School of Kinesiology, Queen's University, Ontario, Canada
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14
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Zlotorzynska M, Weidle PJ, Paz-Bailey G, Broz D. Factors associated with obtaining sterile syringes from pharmacies among persons who inject drugs in 20 US cities. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 62:51-58. [PMID: 30359873 PMCID: PMC11375483 DOI: 10.1016/j.drugpo.2018.08.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 08/21/2018] [Accepted: 08/27/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Increased access to sterile syringes has been shown to reduce HIV risk among people who inject drugs (PWID). Where syringe services programs (SSPs) are limited, pharmacies are an important sterile syringe source. We assessed factors associated with using pharmacies as the primary source of syringes among PWID from 20 US cities. METHODS PWID ages ≥18 years were recruited for the 2015 National HIV Behavioral Surveillance using respondent-driven sampling. Using generalized estimating equation (GEE) models, we assessed demographic characteristics independently associated with participant-reported primary syringe source: pharmacies vs. SSPs. We calculated associations between primary syringe source and various behavioural outcomes, adjusted for participant characteristics. RESULTS PWID who were <30 years old, female, white, and less frequent injectors were more likely have used pharmacies as their primary syringe source. Accessing syringes primarily from pharmacies, as compared to SSPs, was associated with receptive syringe sharing and unsafe syringe disposal; using sterile syringes, recent HIV testing and participation in an HIV behavioural intervention were negatively associated with primary pharmacy use. CONCLUSIONS Pharmacies can play an important role in comprehensive HIV prevention among PWID. Linkage to HIV interventions and syringe disposal services at pharmacies could strengthen prevention efforts for PWID who cannot access or choose not to utilize SSPs.
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Affiliation(s)
- Maria Zlotorzynska
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
| | - Paul J Weidle
- Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA
| | - Gabriela Paz-Bailey
- Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA
| | - Dita Broz
- Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA
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15
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Borquez A, Beletsky L, Nosyk B, Strathdee SA, Madrazo A, Abramovitz D, Rafful C, Morales M, Cepeda J, Panagiotoglou D, Krebs E, Vickerman P, Claude Boily M, Thomson N, Martin NK. The effect of public health-oriented drug law reform on HIV incidence in people who inject drugs in Tijuana, Mexico: an epidemic modelling study. Lancet Public Health 2018; 3:e429-e437. [PMID: 30122559 PMCID: PMC6211569 DOI: 10.1016/s2468-2667(18)30097-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 05/07/2018] [Accepted: 05/08/2018] [Indexed: 01/05/2023]
Abstract
BACKGROUND As countries embark on public health-oriented drug law reform, health impact evaluations are needed. In 2012, Mexico mandated the narcomenudeo reform, which depenalised the possession of small amounts of drugs and instituted drug treatment instead of incarceration. We investigated the past and future effect of this drug law reform on HIV incidence in people who inject drugs in Tijuana, Mexico. METHODS In this epidemic modelling study, we used data from the El Cuete IV cohort study to develop a deterministic model of injecting and sexual HIV transmission in people who inject drugs in Tijuana between 2012 and 2030. The population was stratified by sex, incarceration status, syringe confiscation by the police, HIV stage, and exposure to drug treatment or rehabilitation (either opioid agonist treatment or compulsory drug abstinence programmes). We modelled the effect of these exposures on HIV risk in people who inject drugs, estimating the effect of observed and potential future reform enforcement levels. FINDINGS In 2011, prior to the narcomenudeo reform, 547 (75%) of 733 people who inject drugs in the El Cuete cohort reported having ever been incarcerated, on average five times since starting injecting. Modelling estimated the limited reform implementation averted 2% (95% CI 0·2-3·0) of new HIV infections in people who inject drugs between 2012 and 2017. If implementation reduced incarceration in people who inject drugs by 80% from 2018 onward, 9% (95% CI 4-16) of new HIV infections between 2018 and 2030 could be averted, with 21% (10-33) averted if people who inject drugs were referred to opioid agonist treatment instead of being incarcerated. Referral to compulsory drug abstinence programmes instead of prison could have a lower or potentially negative impact with -2% (95% CI -23 to 9) infections averted. INTERPRETATION Mexican drug law reform has had a negligible effect on the HIV epidemic among people who inject drugs in Tijuana. However, appropriate implementation could markedly reduce HIV incidence if linked to opioid agonist treatment. Unfortunately, compulsory drug abstinence programmes are the main type of drug rehabilitation available and their expansion could potentially increase HIV transmission. FUNDING National Institute on Drug Abuse, UC San Diego Center for AIDS Research.
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Affiliation(s)
- Annick Borquez
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA.
| | - Leo Beletsky
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; School of Law and Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
| | - Bohdan Nosyk
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Steffanie A Strathdee
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Alejandro Madrazo
- Drug Policy Program, Centro de Investigación y Docencia Económicas, Sede Región Centro, Aguascalientes, Mexico
| | - Daniela Abramovitz
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Claudia Rafful
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; Centre for Urban Health Solutions, St Michael's Hospital, Toronto, ON, Canada
| | - Mario Morales
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; School of Social Work, San Diego State University, CA, USA
| | - Javier Cepeda
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | | | - Emanuel Krebs
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Peter Vickerman
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Marie Claude Boily
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Nicholas Thomson
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MA, USA; Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Natasha K Martin
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA; Population Health Sciences, University of Bristol, Bristol, UK
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16
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Fujimoto K, Cao M, Kuhns LM, Li D, Schneider JA. Statistical adjustment of network degree in respondent-driven sampling estimators: venue attendance as a proxy for network size among young MSM. SOCIAL NETWORKS 2018; 54:118-131. [PMID: 29910531 PMCID: PMC6001287 DOI: 10.1016/j.socnet.2018.01.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
We introduce a new venue-informed network degree measure, which we applied to respondent-driven sampling (RDS) estimators. Using data collected from 746 young MSM in 2014-2016 in Chicago, IL, and Houston, TX, we estimated the population seroprevalence of HIV and syphilis and risk/protective behaviors, using RDS estimates with self-reported network size as a standard degree measure as well as our proposed venue-informed degree measure. The results indicate that the venue-informed degree measure tended to be more efficient (smaller variance) and less biased than the other measure in both cities sampled. Venue attendance-adjusted network size may provide a more reliable and accurate degree measure for RDS estimates of the outcomes of interest.
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Affiliation(s)
- Kayo Fujimoto
- Department of Health Promotion and Behavioral Sciences, Department of Biostatistics, School of Public Health, The University of Texas Health Science Center at Houston, TX, 7000 Fannin Street, UCT 2514, Houston, TX 77030-5401
| | - Ming Cao
- Department of Health Promotion and Behavioral Sciences, Department of Biostatistics, School of Public Health, The University of Texas Health Science Center at Houston, TX, 7000 Fannin Street, UCT 2514, Houston, TX 77030-5401
| | - Lisa M Kuhns
- Division of Adolescent Medicine, Ann & Robert H. Lurie Children's Hospital, Chicago, IL, and Northwestern University, Feinberg School of Medicine, Department of Pediatrics, Chicago, IL, 225 E. Chicago Avenue, #161, Chicago, IL 60611
| | - Dennis Li
- Department of Health Promotion and Behavioral Sciences, Department of Biostatistics, School of Public Health, The University of Texas Health Science Center at Houston, TX, 7000 Fannin Street, UCT 2514, Houston, TX 77030-5401
| | - John A Schneider
- Department of Medicine and Public Health Sciences and the Chicago Center for HIV Elimination, University of Chicago, Chicago, IL 5837 South Maryland Avenue MC 5065, Chicago, IL 60637
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17
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Li J, Valente TW, Shin HS, Weeks M, Zelenev A, Moothi G, Mosher H, Heimer R, Robles E, Palmer G, Obidoa C. Overlooked Threats to Respondent Driven Sampling Estimators: Peer Recruitment Reality, Degree Measures, and Random Selection Assumption. AIDS Behav 2018; 22:2340-2359. [PMID: 28660381 DOI: 10.1007/s10461-017-1827-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Intensive sociometric network data were collected from a typical respondent driven sample (RDS) of 528 people who inject drugs residing in Hartford, Connecticut in 2012-2013. This rich dataset enabled us to analyze a large number of unobserved network nodes and ties for the purpose of assessing common assumptions underlying RDS estimators. Results show that several assumptions central to RDS estimators, such as random selection, enrollment probability proportional to degree, and recruitment occurring over recruiter's network ties, were violated. These problems stem from an overly simplistic conceptualization of peer recruitment processes and dynamics. We found nearly half of participants were recruited via coupon redistribution on the street. Non-uniform patterns occurred in multiple recruitment stages related to both recruiter behavior (choosing and reaching alters, passing coupons, etc.) and recruit behavior (accepting/rejecting coupons, failing to enter study, passing coupons to others). Some factors associated with these patterns were also associated with HIV risk.
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Affiliation(s)
- Jianghong Li
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA.
| | - Thomas W Valente
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Hee-Sung Shin
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Margaret Weeks
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
| | - Alexei Zelenev
- Section of Infectious Diseases, Yale University School of Medicine, New Haven, CT, USA
| | - Gayatri Moothi
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
| | - Heather Mosher
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
| | - Robert Heimer
- School of Public Health, Yale University, New Haven, CT, USA
| | - Eduardo Robles
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
| | - Greg Palmer
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
| | - Chinekwu Obidoa
- Institute for Community Research, 2 Hartford Square West, Suite 100, Hartford, CT, 06106, USA
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Ong JJ, Fu H, Smith MK, Tucker JD. Expanding syphilis testing: a scoping review of syphilis testing interventions among key populations. Expert Rev Anti Infect Ther 2018; 16:423-432. [PMID: 29633888 PMCID: PMC6046060 DOI: 10.1080/14787210.2018.1463846] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
INTRODUCTION Syphilis is an important sexually transmitted infection (STI). Despite inexpensive and effective treatment, few key populations receive syphilis testing. Innovative strategies are needed to increase syphilis testing among key populations. Areas covered: This scoping review focused on strategies to increase syphilis testing in key populations (men who have sex with men (MSM), sex workers, people who use drugs, transgender people, and incarcerated individuals). Expert commentary: We identified many promising syphilis testing strategies, particularly among MSM. These innovations are separated into diagnostic, clinic-based, and non-clinic based strategies. In terms of diagnostics, self-testing, dried blood spots, and point-of-care testing can decentralize syphilis testing. Effective syphilis self-testing pilots suggest the need for further attention and research. In terms of clinic-based strategies, modifying default clinical procedures can nudge physicians to more frequently recommend syphilis testing. In terms of non-clinic based strategies, venue-based screening (e.g. in correctional facilities, drug rehabilitation centres) and mobile testing units have been successfully implemented in a variety of settings. Integration of syphilis with HIV testing may facilitate implementation in settings where individuals have increased sexual risk. There is a strong need for further syphilis testing research and programs.
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Affiliation(s)
- Jason J. Ong
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Social Entrepreneurship to Spur Health (SESH) Global, Guangzhou, China
- Central Clinical School, Monash University, Victoria, Australia
| | - Hongyun Fu
- Social Entrepreneurship to Spur Health (SESH) Global, Guangzhou, China
- Eastern Virginia Medical School, Norfolk, USA
| | - M. Kumi Smith
- Social Entrepreneurship to Spur Health (SESH) Global, Guangzhou, China
- University of North Carolina at Chapel Hill, North Carolina, USA
| | - Joseph D. Tucker
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Social Entrepreneurship to Spur Health (SESH) Global, Guangzhou, China
- University of North Carolina at Chapel Hill, North Carolina, USA
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19
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Beaudry IS, Gile KJ, Mehta SH. Inference for respondent-driven sampling with misclassification. Ann Appl Stat 2017. [DOI: 10.1214/17-aoas1063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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20
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Meacham MC, Roesch SC, Strathdee SA, Gaines TL. Perceived Treatment Need and Latent Transitions in Heroin and Methamphetamine Polydrug Use among People who Inject Drugs in Tijuana, Mexico. J Psychoactive Drugs 2017; 50:62-71. [PMID: 28960166 DOI: 10.1080/02791072.2017.1370747] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
People who inject drugs (PWID) in Tijuana, Mexico, use heroin and/or methamphetamine. While polydrug use is associated with HIV risk behavior, less is known about the stability of polydrug use patterns over time and how polydrug use is related to perceived treatment need. Within a cohort of PWID in Tijuana (N = 735) we sought to (1) characterize subgroups of polydrug and polyroute use from baseline to six months; (2) determine the probabilities of transitioning between subgroups; and (3) examine whether self-reported need for help for drug use modified these transition probabilities. Latent transition analysis (LTA) identified four latent statuses: heroin-only injection (38% at both baseline and follow-up); co-injection of heroin with methamphetamine (3% baseline, 15% follow-up); injection of heroin and methamphetamine (37% baseline, 32% follow-up); and polydrug and polyroute users who injected heroin and both smoked and injected methamphetamine (22% baseline, 14% follow-up). Heroin-only injectors had the highest probability of remaining in the same latent status at follow-up. The majority reported great or urgent need for treatment (51%) and these PWID had greater odds of transitioning to a higher-risk status at follow-up, emphasizing the need for evidence-based drug treatment options for PWID.
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Affiliation(s)
- Meredith C Meacham
- a Postdoctoral Fellow, Department of Psychiatry , University of California, San Francisco , San Francisco , CA , USA.,b Doctoral Student, School of Public Health , San Diego State University , San Diego , CA , USA.,c Doctoral Student, Division of Global Public Health , Department of Medicine, University of California , San Diego, La Jolla , CA , USA
| | - Scott C Roesch
- d Professor, Department of Psychology , San Diego State University , San Diego , CA , USA
| | - Steffanie A Strathdee
- e Professor, Division of Global Public Health, Department of Medicine , University of California , San Diego, La Jolla , CA , USA
| | - Tommi L Gaines
- f Assistant Professor, Division of Global Public Health, Department of Medicine , University of California , San Diego, La Jolla , CA , USA
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Buchanan R, Khakoo SI, Coad J, Grellier L, Parkes J. Hepatitis C bio-behavioural surveys in people who inject drugs-a systematic review of sensitivity to the theoretical assumptions of respondent driven sampling. Harm Reduct J 2017; 14:44. [PMID: 28697760 PMCID: PMC5505015 DOI: 10.1186/s12954-017-0172-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 06/25/2017] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND New, more effective and better-tolerated therapies for hepatitis C (HCV) have made the elimination of HCV a feasible objective. However, for this to be achieved, it is necessary to have a detailed understanding of HCV epidemiology in people who inject drugs (PWID). Respondent-driven sampling (RDS) can provide prevalence estimates in hidden populations such as PWID. The aims of this systematic review are to identify published studies that use RDS in PWID to measure the prevalence of HCV, and compare each study against the STROBE-RDS checklist to assess their sensitivity to the theoretical assumptions underlying RDS. METHOD Searches were undertaken in accordance with PRISMA systematic review guidelines. Included studies were English language publications in peer-reviewed journals, which reported the use of RDS to recruit PWID to an HCV bio-behavioural survey. Data was extracted under three headings: (1) survey overview, (2) survey outcomes, and (3) reporting against selected STROBE-RDS criteria. RESULTS Thirty-one studies met the inclusion criteria. They varied in scale (range 1-15 survey sites) and the sample sizes achieved (range 81-1000 per survey site) but were consistent in describing the use of standard RDS methods including: seeds, coupons and recruitment incentives. Twenty-seven studies (87%) either calculated or reported the intention to calculate population prevalence estimates for HCV and two used RDS data to calculate the total population size of PWID. Detailed operational and analytical procedures and reporting against selected criteria from the STROBE-RDS checklist varied between studies. There were widespread indications that sampling did not meet the assumptions underlying RDS, which led to two studies being unable to report an estimated HCV population prevalence in at least one survey location. CONCLUSION RDS can be used to estimate a population prevalence of HCV in PWID and estimate the PWID population size. Accordingly, as a single instrument, it is a useful tool for guiding HCV elimination. However, future studies should report the operational conduct of each survey in accordance with the STROBE-RDS checklist to indicate sensitivity to the theoretical assumptions underlying the method. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42015019245.
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Affiliation(s)
- Ryan Buchanan
- Department of Population Science and Medical Statistics, Faculty of Medicine, University of Southampton, C level, South Academic block, Southampton, Hampshire UK
| | - Salim I. Khakoo
- Faculty of Medicine, University of Southampton, E level, South Academic block, Southampton, Hampshire UK
| | - Jonathan Coad
- Faculty of Medicine, University of Southampton, E level, South Academic block, Southampton, Hampshire UK
| | - Leonie Grellier
- Department of Gastroenterology, St Mary’s Hospital, Isle of Wight, Newport, UK
| | - Julie Parkes
- Department of Population Science and Medical Statistics, Faculty of Medicine, University of Southampton, C level, South Academic block, Southampton, Hampshire UK
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Thrash C, Welch-Lazoritz M, Gauthier G, Khan B, Abadie R, Dombrowski K, De Leon SM, Rolon Colon Y. Rural and urban injection drug use in Puerto Rico: Network implications for human immunodeficiency virus and hepatitis C virus infection. J Ethn Subst Abuse 2017; 17:199-222. [PMID: 28665196 DOI: 10.1080/15332640.2017.1326864] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Understanding the short- and long-term transmission dynamics of blood-borne illnesses in network contexts represents an important public health priority for people who inject drugs and the general population that surrounds them. The purpose of this article is to compare the risk networks of urban and rural people who inject drugs in Puerto Rico. In the current study, network characteristics are drawn from the sampling "trees" used to recruit participants to the study. We found that injection frequency is the only factor significantly related to clustering behavior among both urban and rural people who inject drugs.
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Affiliation(s)
| | | | | | - Bilal Khan
- a University of Nebraska , Lincoln , Nebraska
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Echeverría N, Moreno P, Cristina J. Molecular Evolution of Hepatitis C Virus: From Epidemiology to Antiviral Therapy (Current Research in Latin America). HUMAN VIROLOGY IN LATIN AMERICA 2017:333-359. [DOI: 10.1007/978-3-319-54567-7_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2025]
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25
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Wenz B, Nielsen S, Gassowski M, Santos-Hövener C, Cai W, Ross RS, Bock CT, Ratsch BA, Kücherer C, Bannert N, Bremer V, Hamouda O, Marcus U, Zimmermann R. High variability of HIV and HCV seroprevalence and risk behaviours among people who inject drugs: results from a cross-sectional study using respondent-driven sampling in eight German cities (2011-14). BMC Public Health 2016; 16:927. [PMID: 27595567 PMCID: PMC5011883 DOI: 10.1186/s12889-016-3545-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2016] [Accepted: 08/18/2016] [Indexed: 12/15/2022] Open
Abstract
Background People who inject drugs (PWID) are at increased risk of acquiring and transmitting HIV and Hepatitis C (HCV) due to sharing injection paraphernalia and unprotected sex. To generate seroprevalence data on HIV and HCV among PWID and related data on risk behaviour, a multicentre sero- and behavioural survey using respondent driven sampling (RDS) was conducted in eight German cities between 2011 and 2014. We also evaluated the feasibility and effectiveness of RDS for recruiting PWID in the study cities. Methods Eligible for participation were people who had injected drugs within the last 12 months, were 16 years or older, and who consumed in one of the study cities. Participants were recruited, using low-threshold drop-in facilities as study sites. Initial seeds were selected to represent various sub-groups of people who inject drugs (PWID). Participants completed a face-to-face interview with a structured questionnaire about socio-demographics, sexual and injecting risk behaviours, as well as the utilisation of health services. Capillary blood samples were collected as dried blood spots and were anonymously tested for serological and molecular markers of HIV and HCV. The results are shown as range of proportions (min. and max. values (%)) in the respective study cities. For evaluation of the sampling method we applied criteria from the STROBE guidelines. Results Overall, 2,077 PWID were recruited. The range of age medians was 29–41 years, 18.5–35.3 % of participants were female, and 9.2–30.6 % were foreign born. Median time span since first injection were 10–18 years. Injecting during the last 30 days was reported by 76.0–88.4 % of participants. Sharing needle/syringes (last 30 days) ranged between 4.7 and 22.3 %, while sharing unsterile paraphernalia (spoon, filter, water, last 30 days) was reported by 33.0–43.8 %. A majority of participants (72.8–85.8 %) reported incarceration at least once, and 17.8–39.8 % had injected while incarcerated. Between 30.8 and 66.2 % were currently in opioid substitution therapy. Unweighted HIV seroprevalence ranged from 0–9.1 %, HCV from 42.3–75.0 %, and HCV-RNA from 23.1–54.0 %. The implementation of RDS as a recruiting method in cooperation with low-threshold drop in facilities was well accepted by both staff and PWID. We reached our targeted sample size in seven of eight cities. Conclusions In the recruited sample of mostly current injectors with a long duration of injecting drug use, seroprevalence for HIV and HCV varied greatly between the city samples. HCV was endemic among participants in all city samples. Our results demonstrate the necessity of intensified prevention strategies for blood-borne infections among PWID in Germany. Electronic supplementary material The online version of this article (doi:10.1186/s12889-016-3545-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Benjamin Wenz
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Stine Nielsen
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany.,Charité University Medicine, Berlin, Germany
| | - Martyna Gassowski
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Claudia Santos-Hövener
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Wei Cai
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - R Stefan Ross
- Institute of Virology, National Reference Centre for Hepatitis C, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Claus-Thomas Bock
- Department of Infectious Diseases, Division for Viral Gastroenteritis and Hepatitis Pathogens and Enteroviruses, Robert Koch Institute, Berlin, Germany
| | - Boris-Alexander Ratsch
- Department of Infectious Diseases, Division for Viral Gastroenteritis and Hepatitis Pathogens and Enteroviruses, Robert Koch Institute, Berlin, Germany
| | - Claudia Kücherer
- Department of Infectious Diseases, Division for HIV and other Retroviruses, Robert Koch Institute, Berlin, Germany
| | - Norbert Bannert
- Department of Infectious Diseases, Division for HIV and other Retroviruses, Robert Koch Institute, Berlin, Germany
| | - Viviane Bremer
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Osamah Hamouda
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Ulrich Marcus
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany
| | - Ruth Zimmermann
- Department for Infectious Disease Epidemiology, Division for HIV/AIDS, STI and Blood-borne Infections, Robert Koch Institute, Berlin, Germany.
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Johnston LG, Hakim AJ, Dittrich S, Burnett J, Kim E, White RG. A Systematic Review of Published Respondent-Driven Sampling Surveys Collecting Behavioral and Biologic Data. AIDS Behav 2016; 20:1754-76. [PMID: 26992395 PMCID: PMC6620785 DOI: 10.1007/s10461-016-1346-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Reporting key details of respondent-driven sampling (RDS) survey implementation and analysis is essential for assessing the quality of RDS surveys. RDS is both a recruitment and analytic method and, as such, it is important to adequately describe both aspects in publications. We extracted data from peer-reviewed literature published through September, 2013 that reported collected biological specimens using RDS. We identified 151 eligible peer-reviewed articles describing 222 surveys conducted in seven regions throughout the world. Most published surveys reported basic implementation information such as survey city, country, year, population sampled, interview method, and final sample size. However, many surveys did not report essential methodological and analytical information for assessing RDS survey quality, including number of recruitment sites, seeds at start and end, maximum number of waves, and whether data were adjusted for network size. Understanding the quality of data collection and analysis in RDS is useful for effectively planning public health service delivery and funding priorities.
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Affiliation(s)
- Lisa G Johnston
- University of California, San Francisco, Global Health Sciences, San Francisco, CA, USA.
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA.
| | - Avi J Hakim
- Division of Global HIV/AIDS, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Samantha Dittrich
- Division of Global HIV/AIDS, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Janet Burnett
- Division of Global HIV/AIDS, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Evelyn Kim
- Division of Global HIV/AIDS, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Richard G White
- CMMID and Faculty of Epidemiology & Population Health, London School of Hygiene and Tropical Medicine, London, UK
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Ober AJ, Sussell J, Kilmer B, Saunders J, Heckathorn DD. Using Respondent-Driven Sampling to Recruit Illegal Drug Purchasers to Evaluate a Drug Market Intervention. EVALUATION REVIEW 2016; 40:87-121. [PMID: 27468944 DOI: 10.1177/0193841x16656313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Violent drug markets are not as prominent as they once were in the United States, but they still exist and are associated with significant crime and lower quality of life. The drug market intervention (DMI) is an innovative strategy that uses focused deterrence, community engagement, and incapacitation to reduce crime and disorder associated with these markets. Although studies show that DMI can reduce crime and overt drug activity, one perspective is prominently missing from these evaluations: those who purchase drugs. OBJECTIVES This study explores the use of respondent-driven sampling (RDS)-a statistical sampling method-to approximate a representative sample of drug users who purchased drugs in a targeted DMI market to gain insight into the effect of a DMI on market dynamics. METHODS Using RDS, we recruited individuals who reported hard drug use (crack or powder cocaine, heroin, methamphetamine, or illicit use of prescriptions opioids) in the last month to participate in a survey. The main survey asked about drug use, drug purchasing, and drug market activity before and after DMI; a secondary survey asked about network characteristics and recruitment. CONCLUSIONS Our sample of 212 respondents met key RDS assumptions, suggesting that the characteristics of our weighted sample approximate the characteristics of the drug user network. The weighted estimates for market purchasers are generally valid for inferences about the aggregate population of customers, but a larger sample size is needed to make stronger inferences about the effects of a DMI on drug market activity.
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Logan JJ, Jolly AM, Blanford JI. The Sociospatial Network: Risk and the Role of Place in the Transmission of Infectious Diseases. PLoS One 2016; 11:e0146915. [PMID: 26840891 PMCID: PMC4739620 DOI: 10.1371/journal.pone.0146915] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 12/23/2015] [Indexed: 11/18/2022] Open
Abstract
Control of sexually transmitted infections and blood-borne pathogens is challenging due to their presence in groups exhibiting complex social interactions. In particular, sharing injection drug use equipment and selling sex (prostitution) puts people at high risk. Previous work examining the involvement of risk behaviours in social networks has suggested that social and geographic distance of persons within a group contributes to these pathogens’ endemicity. In this study, we examine the role of place in the connectedness of street people, selected by respondent driven sampling, in the transmission of blood-borne and sexually transmitted pathogens. A sample of 600 injection drug users, men who have sex with men, street youth and homeless people were recruited in Winnipeg, Canada from January to December, 2009. The residences of participants and those of their social connections were linked to each other and to locations where they engaged in risk activity. Survey responses identified 101 unique sites where respondents participated in injection drug use or sex transactions. Risk sites and respondents’ residences were geocoded, with residence representing the individuals. The sociospatial network and estimations of geographic areas most likely to be frequented were mapped with network graphs and spatially using a Geographic Information System (GIS). The network with the most nodes connected 7.7% of respondents; consideration of the sociospatial network increased this to 49.7%. The mean distance between any two locations in the network was within 3.5 kilometres. Kernel density estimation revealed key activity spaces where the five largest networks overlapped. Here, the combination of spatial and social entities in network analysis defines the overlap of vulnerable populations in risk space, over and above the person to person links. Implications of this work are far reaching, not just for understanding transmission dynamics of sexually transmitted infections by identifying activity “hotspots” and their intersection with each social network, but also for the spread of other diseases (e.g. tuberculosis) and targeting prevention services.
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Affiliation(s)
- James J. Logan
- School of Epidemiology, Public Health and Preventative Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Geography, Dutton Institute of e-Education and GeoVISTA Center, The Pennsylvania State University, University Park, Pennsylvania, United States of America
- * E-mail:
| | - Ann M. Jolly
- School of Epidemiology, Public Health and Preventative Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Justine I. Blanford
- Department of Geography, Dutton Institute of e-Education and GeoVISTA Center, The Pennsylvania State University, University Park, Pennsylvania, United States of America
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Bazzi AR, Syvertsen JL, Rolón ML, Martinez G, Rangel G, Vera A, Amaro H, Ulibarri MD, Hernandez DO, Strathdee SA. Social and Structural Challenges to Drug Cessation Among Couples in Northern Mexico: Implications for Drug Treatment in Underserved Communities. J Subst Abuse Treat 2016; 61:26-33. [PMID: 26470596 PMCID: PMC4695257 DOI: 10.1016/j.jsat.2015.08.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 08/03/2015] [Accepted: 08/28/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND Available drug treatment modalities may inadequately address social and structural contexts surrounding recovery efforts. METHODS This mixed methods analysis drew on (1) surveys with female sex workers and their intimate male partners and (2) semi-structured interviews with a subsample of 41 couples (n=82 individuals, 123 total interviews) in Northern Mexico. Descriptive and content analyses examined drug cessation and treatment experiences. RESULTS Perceived need for drug treatment was high, yet only 35% had ever accessed services. Financial and institutional barriers (childcare needs, sex-segregated facilities) prevented partners from enrolling in residential programs together or simultaneously, leading to self-treatment attempts. Outpatient methadone was experienced more positively, yet financial constraints limited access and treatment duration. Relapse was common, particularly when one partner enrolled alone while the other continued using drugs. CONCLUSIONS Affordable, accessible, evidence-based drug treatment and recovery services that acknowledge social and structural contexts surrounding recovery are urgently needed for drug-involved couples.
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Affiliation(s)
- Angela R Bazzi
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, 4th floor, Boston, MA 02118, USA.
| | - Jennifer L Syvertsen
- Department of Anthropology, The Ohio State University, 4046 Smith Laboratory, 174W. 18th Avenue, Columbus OH 43210, USA
| | - María Luisa Rolón
- Division of Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla CA 92093-0507, USA; Facultad de Medicina, Universidad Xochicalco, Rampa Yumalinda 4850, Colonia Chapultepec Alamar C.P. 22540, Tijuana, Baja California, México
| | - Gustavo Martinez
- Federación Mexicana de Asociaciones Privadas, Plutarco Elías Calles No. 744 Norte, Col. Progresista, C.P. 32310, Ciudad Juárez, Chihuahua, México
| | - Gudelia Rangel
- Comisión de Salud Fronteriza México-Estados Unidos, Sección México, Paseo del Centenario #10851, Zona Río. C.P. 22010, Tijuana, Baja California, México; Secretaría de Salud, Homero 213, piso 19, Col. Chapultepec Morales, Delegación Miguel Hidalgo C.P. 11570, México, D.F
| | - Alicia Vera
- Division of Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla CA 92093-0507, USA; Facultad de Medicina, Universidad Xochicalco, Rampa Yumalinda 4850, Colonia Chapultepec Alamar C.P. 22540, Tijuana, Baja California, México
| | - Hortensia Amaro
- School of Social Work and Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Montgomery Ross Fisher Building, Room 221 669W. 34th St., Los Angeles, CA 90089
| | - Monica D Ulibarri
- Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive, La Jolla CA 92093-0849, USA; California School of Professional Psychology, Alliant International University-San Diego, San Diego, CA
| | - Daniel O Hernandez
- School of Medicine, University of California, Davis, 4610 X Street, Sacramento, CA 95817, USA
| | - Steffanie A Strathdee
- Division of Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla CA 92093-0507, USA
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Somera LP, Lee HR, Badowski G, Cassel K. Health Information Seeking, Source Trust, and Culture: A Comparative Analysis of Health Information Trends and Needs Between Guam and the United States. JOURNAL OF HEALTH COMMUNICATION 2016; 21:469-78. [PMID: 26983674 PMCID: PMC4905759 DOI: 10.1080/10810730.2015.1095822] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
UNLABELLED The Guam population offers a unique glimpse into Americans of Pacific Island ancestry and their communication and information-seeking behaviors, experiences, and needs relevant to cancer. National surveys do not typically include the U.S. territories, so there are limited data on the health and cancer information-seeking behaviors of these populations, in which health disparities persist. To fill this information gap, we conducted a survey on health communication in Guam using a modified version of the Health Information National Trends Survey instrument supplemented with items measuring specific cultural factors and communication practices. The results of the survey (N = 511) revealed some differences in health and cancer information-seeking patterns in Guam and the mainland United States. Sociodemographic variables, including sex, age, education, income, and employment, were significantly associated with health and cancer information seeking and Internet use. Levels of trust in various information sources were differentiated in the Guam and mainland U.S. SAMPLES Logistic regression models revealed differences in factors predicting health and cancer information seeking and Internet use. The results suggest that these health information-seeking patterns and factors should be taken into account when developing communication strategies for more effective prevention and control programs.
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Affiliation(s)
- Lilnabeth P Somera
- a Division of Communication & Fine Arts , University of Guam , Mangilao , Guam
| | - Hye-Ryeon Lee
- b Department of Communicology , University of Hawaii at Manoa , Manoa , Hawaii , USA
| | - Grazyna Badowski
- c Division of Mathematics and Computer Science , University of Guam , Mangilao , Guam
| | - Kevin Cassel
- d University of Hawaii Cancer Center , University of Hawaii at Manoa , Manoa , Hawaii , USA
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Alonso M, Gutzman A, Mazin R, Pinzon CE, Reveiz L, Ghidinelli M. Hepatitis C in key populations in Latin America and the Caribbean: systematic review and meta-analysis. Int J Public Health 2015; 60:789-98. [PMID: 26298439 PMCID: PMC4636523 DOI: 10.1007/s00038-015-0708-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Revised: 06/18/2015] [Accepted: 06/22/2015] [Indexed: 02/07/2023] Open
Abstract
Objectives Summarize hepatitis C virus (HCV) prevalence in injecting (IDU) and non-injecting drug users (NIDU), men who have sex with men (MSM), sex workers, and prison inmates in Latin America and the Caribbean (LAC). Methods Systematic review on HCV prevalence in sub-populations in LAC. Databases searched from 1-1-2000 to 10-30-2013. Inclusion criteria: prevalence studies in sub-populations in LAC. HCV-antibody was marker for prevalence of current/past HCV infection and HCV-RNA for prevalence of HCV current infection. Results IDU HCV current/past infection presented highest prevalence, from 1.7 % in Colombia to over 95 % in Ciudad Juarez and Tijuana, Mexico and pooled regional anti-HCV prevalence was 49 % (CI 95 % 22.6–76.3 %). NIDU, MSM and sex workers anti-HCV prevalence was below 10 %, and pooled regional prevalence of 4 % (CI 95 % 2.6–4.5 %), 3 % (CI 95 % 1.7–4.5 %) and 2 % (CI 95 % 1.0–3.4 %), respectively. Prison inmates presented higher values, but prevalence decreased over the 15-year time span (p < 0.001). Current HCV infection from three countries showed prevalence under 10 % in prison inmates and 1–46 % among drug users. Conclusions Disease burden is high and surveillance, prevention and treatment should target these groups in LAC. Electronic supplementary material The online version of this article (doi:10.1007/s00038-015-0708-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Monica Alonso
- Pan American Health Organization, HIV/STI/TB and Viral Hepatitis, 525 23rd St NW, Washington, DC, 20037, USA.
| | - Annika Gutzman
- Pan American Health Organization, HIV/STI/TB and Viral Hepatitis, 525 23rd St NW, Washington, DC, 20037, USA
| | - Rafael Mazin
- Pan American Health Organization, HIV/STI/TB and Viral Hepatitis, 525 23rd St NW, Washington, DC, 20037, USA
| | - Carlos E Pinzon
- Pan American Health Organization, Knowledge Management, Bioethics and Research, Washington, DC, USA
| | - Ludovic Reveiz
- Pan American Health Organization, Knowledge Management, Bioethics and Research, Washington, DC, USA
| | - Massimo Ghidinelli
- Pan American Health Organization, HIV/STI/TB and Viral Hepatitis, 525 23rd St NW, Washington, DC, 20037, USA
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Ting TT, Chen CY, Tsai YS, Chen YT, Su LW, Chen WJ. Using Social Network as a Recruiting Tool for Research on Substance Use in the Taipei Metropolitan Area: Study Design, Implementation, and Epidemiological Estimates. J Epidemiol 2015; 25:647-55. [PMID: 26235454 PMCID: PMC4626394 DOI: 10.2188/jea.je20140229] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background This study aimed to evaluate the practical utility of respondent-driven sampling (RDS) among regular tobacco and alcohol users in Taipei, Taiwan. Methods RDS was implemented from 2007 to 2010 to recruit seed individuals who were 18 to 50 years old, regular tobacco and alcohol users, and currently residing in Taipei. Each respondent was asked to refer up to five friends known to be regular tobacco smokers and alcohol drinkers to participate in the present study. Information pertaining to drug use was collected using an audio computer-assisted self-interview instrument. RDSAT software was used for data analyses. Results The prevalence estimates of illegal-drug-using behaviors attained equilibrium after three to five recruitment waves. Nearly one-fifth of the participants had ever used illegal drugs, of whom over 60% were polydrug users. The RDS-adjusted prevalences of illegal-drug-using behaviors among early-onset smokers were all two or three times higher than those among late-onset smokers. Conclusions Our results provided an empirical basis for the practicality and feasibility of using RDS to estimate illegal drug use prevalence among regular tobacco and alcohol users.
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Affiliation(s)
- Te-Tien Ting
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University
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Gile KJ, Johnston LG, Salganik MJ. Diagnostics for Respondent-driven Sampling. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, (STATISTICS IN SOCIETY) 2015; 178:241-269. [PMID: 27226702 PMCID: PMC4877136 DOI: 10.1111/rssa.12059] [Citation(s) in RCA: 140] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Respondent-driven sampling (RDS) is a widely used method for sampling from hard-to-reach human populations, especially populations at higher risk for HIV. Data are collected through peer-referral over social networks. RDS has proven practical for data collection in many difficult settings and is widely used. Inference from RDS data requires many strong assumptions because the sampling design is partially beyond the control of the researcher and partially unobserved. We introduce diagnostic tools for most of these assumptions and apply them in 12 high risk populations. These diagnostics empower researchers to better understand their data and encourage future statistical research on RDS.
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Affiliation(s)
| | - Lisa G Johnston
- Tulane University, New Orleans, LA, USA and University of California, San Francisco, San Francisco, CA, USA
| | - Matthew J Salganik
- Microsoft Research, New York, NY USA and Princeton University, Princeton, NJ, USA
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Sampling methodologies for epidemiologic surveillance of men who have sex with men and transgender women in Latin America: an empiric comparison of convenience sampling, time space sampling, and respondent driven sampling. AIDS Behav 2014; 18:2338-48. [PMID: 24362754 DOI: 10.1007/s10461-013-0680-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Alternatives to convenience sampling (CS) are needed for HIV/STI surveillance of most-at-risk populations in Latin America. We compared CS, time space sampling (TSS), and respondent driven sampling (RDS) for recruitment of men who have sex with men (MSM) and transgender women (TW) in Lima, Peru. During concurrent 60-day periods from June-August, 2011, we recruited MSM/TW for epidemiologic surveillance using CS, TSS, and RDS. A total of 748 participants were recruited through CS, 233 through TSS, and 127 through RDS. The TSS sample included the largest proportion of TW (30.7 %) and the lowest percentage of subjects who had previously participated in HIV/STI research (14.9 %). The prevalence of newly diagnosed HIV infection, according to participants' self-reported previous HIV diagnosis, was highest among TSS recruits (17.9 %) compared with RDS (12.6 %) and CS (10.2 %). TSS identified diverse populations of MSM/TW with higher prevalences of HIV/STIs not accessed by other methods.
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Correlates of HIV infection among African American women from 20 cities in the United States. AIDS Behav 2014; 18 Suppl 3:266-75. [PMID: 24077972 DOI: 10.1007/s10461-013-0614-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Little research has been conducted to investigate multiple levels of HIV risk-individual risk factors, sex partner characteristics, and socioeconomic factors-among African American women, who, in 2010, comprised 64 % of the estimated 9,500 new infections in women. Respondent-driven sampling was used to recruit and interview women in 20 cities with high AIDS prevalence in the United States through the National HIV Behavioral Surveillance System. We assessed individual risk factors, sex partner characteristics, and socioeconomic characteristics associated with being HIV-positive but unaware of the infection among African American women. Among 3,868 women with no previous diagnosis of HIV, 68 % had high school education or more and 84 % lived at or below the poverty line. In multivariable analysis, women who were 35 years or older, homeless, received Medicaid, whose last sex partner ever used crack cocaine or was an exchange sex partner were more likely to be HIV-positive-unaware. Developing and implementing strategies that address socioeconomic factors, such as homelessness and living in poverty, as well as individual risk factors, can help to maximize the effectiveness of the public health response to the HIV epidemic.
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Young AM, Rudolph AE, Quillen D, Havens JR. Spatial, temporal and relational patterns in respondent-driven sampling: evidence from a social network study of rural drug users. J Epidemiol Community Health 2014; 68:792-8. [PMID: 24692631 DOI: 10.1136/jech-2014-203935] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Respondent-driven sampling (RDS) has become a common tool for recruiting high-risk populations for HIV research. However, few studies have explored the influence of geospatial proximity and relationship-level characteristics on RDS recruitment, particularly among high-risk individuals residing in rural areas of the US. METHODS In a social network study of 503 drug users in rural Central Appalachia, interviewer-administered questionnaires were used to collect relationship-level data (eg, duration of relationship, frequency of communication, kinship, social/financial support, trust, drug use and sex) and residential location. Demographic and drug-use similarity were also evaluated. Residential data were geocoded and road distance (km) between participants and (1) their network members and (2) the study site were computed. Seasonal patterns were assessed using node-level analysis, and dyadic analyses were conducted using generalised linear mixed models. Adjusted ORs (AORs) and 95% CIs are reported. RESULTS Differences in distance to the study office by season and order of study entry were not observed (F=1.49, p=0.209 and β=0.074, p=0.050, respectively). Participants with transportation lived significantly further from the interview site than their counterparts (p<0.001). Dyadic analyses revealed no association between RDS recruitment likelihood and geographic proximity. However, kinship (AOR 1.62; CI 1.02 to 2.58) and frequency of communication (AOR 1.63; CI 1.25 to 2.13) were significantly associated with RDS recruitment. CONCLUSIONS In this sample, recruitment from one's network was likely non-random, contradicting a core RDS assumption. These data underscore the importance of formative research to elucidate potential recruitment preferences and of quantifying recruitment preferences for use in analysis.
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Affiliation(s)
- April M Young
- Department of Epidemiology, University of Kentucky, Lexington, Kentucky, USA Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Abby E Rudolph
- The Calverton Center, Pacific Institute for Research and Evaluation, Calverton, Maryland, USA
| | - Deane Quillen
- Division of General Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jennifer R Havens
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
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Broz D, Pham H, Spiller M, Wejnert C, Le B, Neaigus A, Paz-Bailey G. Prevalence of HIV infection and risk behaviors among younger and older injecting drug users in the United States, 2009. AIDS Behav 2014; 18 Suppl 3:284-96. [PMID: 24242754 DOI: 10.1007/s10461-013-0660-4] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
This study compared HIV sero-prevalence and risk behaviors between younger and older injecting drug users (IDUs). IDUs aged ≥18 years were interviewed for the 2009 National HIV Behavioral Surveillance System. Using GEE regression, we assessed characteristics of younger (18-29 years) and older (≥30 years) IDUs, and factors associated with past 12-month receptive syringe sharing and unprotected sex (vaginal/anal). Of 10,090 participants, 10 % were younger. HIV sero-prevalence was lower among younger than older IDUs (4 vs. 10 %, p = 0.001). Younger IDUs were more likely (p ≤ 0.002) to be non-black race/ethnicity, report higher household income, homelessness, being arrested and to engage in receptive syringe sharing and unprotected sex. In multivariable models, age remained associated (p < 0.001) with receptive syringe sharing (aPR = 1.14, 95 % CI1.07-1.22) and unprotected sex (aPR = 1.10, 95 % CI1.06-1.14). Although younger IDUs had lower HIV prevalence, their behaviors place them at increased risk of HIV infection and could lead to a rapid spread in this susceptible population.
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Affiliation(s)
- Dita Broz
- Behavioral and Clinical Surveillance Branch, Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, 1600 Clifton Rd NE, MS-E46, Atlanta, GA, 30333, USA,
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Robertson AM, Garfein RS, Wagner KD, Mehta SR, Magis-Rodriguez C, Cuevas-Mota J, Moreno-Zuniga PG, Strathdee SA. Evaluating the impact of Mexico's drug policy reforms on people who inject drugs in Tijuana, B.C., Mexico, and San Diego, CA, United States: a binational mixed methods research agenda. Harm Reduct J 2014; 11:4. [PMID: 24520885 PMCID: PMC3944401 DOI: 10.1186/1477-7517-11-4] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 01/10/2014] [Indexed: 11/23/2022] Open
Abstract
Background Policymakers and researchers seek answers to how liberalized drug policies affect people who inject drugs (PWID). In response to concerns about the failing “war on drugs,” Mexico recently implemented drug policy reforms that partially decriminalized possession of small amounts of drugs for personal use while promoting drug treatment. Recognizing important epidemiologic, policy, and socioeconomic differences between the United States—where possession of any psychoactive drugs without a prescription remains illegal—and Mexico—where possession of small quantities for personal use was partially decriminalized, we sought to assess changes over time in knowledge, attitudes, behaviors, and infectious disease profiles among PWID in the adjacent border cities of San Diego, CA, USA, and Tijuana, Baja California, Mexico. Methods Based on extensive binational experience and collaboration, from 2012–2014 we initiated two parallel, prospective, mixed methods studies: Proyecto El Cuete IV in Tijuana (n = 785) and the STAHR II Study in San Diego (n = 575). Methods for sampling, recruitment, and data collection were designed to be compatible in both studies. All participants completed quantitative behavioral and geographic assessments and serological testing (HIV in both studies; hepatitis C virus and tuberculosis in STAHR II) at baseline and four semi-annual follow-up visits. Between follow-up assessment visits, subsets of participants completed qualitative interviews to explore contextual factors relating to study aims and other emergent phenomena. Planned analyses include descriptive and inferential statistics for quantitative data, content analysis and other mixed-methods approaches for qualitative data, and phylogenetic analysis of HIV-positive samples to understand cross-border transmission dynamics. Results Investigators and research staff shared preliminary findings across studies to provide feedback on instruments and insights regarding local phenomena. As a result, recruitment and data collection procedures have been implemented successfully, demonstrating the importance of binational collaboration in evaluating the impact of structural-level drug policy reforms on the behaviors, health, and wellbeing of PWID across an international border. Conclusions Our prospective, mixed methods approach allows each study to be responsive to emerging phenomena within local contexts while regular collaboration promotes sharing insights across studies. The strengths and limitations of this approach may serve as a guide for other evaluations of harm reduction policies internationally.
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Affiliation(s)
| | | | | | | | | | | | | | - Steffanie A Strathdee
- Division of Global Public Health, School of Medicine, University of California at San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0507, USA.
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New evidence on the HIV epidemic in Libya: why countries must implement prevention programs among people who inject drugs. J Acquir Immune Defic Syndr 2013; 62:577-83. [PMID: 23337363 DOI: 10.1097/qai.0b013e318284714a] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Libya had one of the world's largest nosocomial HIV outbreaks in the late 1990 s leading to the detention of 6 foreign medical workers. They were released in 2007 after the Libyan Government and the European Union agreed to humanitarian cooperation that included the development of Libya's first National HIV Strategy and the research reported in this article. Despite the absence of sound evidence on the status and dynamics of Libya's HIV epidemic, some officials posited that injecting drug use was the main mode of transmission. We therefore sought to assess HIV prevalence and related risk factors among people who inject drugs (PWID) in Tripoli. METHODS We conducted a cross-sectional survey among 328 PWID in Tripoli using respondent-driven sampling. We collected behavioral data and blood samples for HIV, hepatitis C virus, and hepatitis B virus testing. RESULTS We estimate an HIV prevalence of 87%, hepatitis C virus prevalence of 94%, and hepatitis B virus prevalence of 5%. We detected injecting drug use-related and sexual risk factors in the context of poor access to comprehensive services for HIV prevention and mitigation. For example, most respondents (85%) reported having shared needles. CONCLUSIONS In this first biobehavioral survey among PWID in Libya, we detected one of the highest (or even the highest) levels of HIV infection worldwide in the absence of a comprehensive harm-reduction program. There is an urgent need to implement an effective National HIV Strategy informed by the results of this research, especially because recent military events and related sociopolitical disruption and migration might lead to a further expansion of the epidemic.
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Montealegre JR, Johnston LG, Murrill C, Monterroso E. Respondent driven sampling for HIV biological and behavioral surveillance in Latin America and the Caribbean. AIDS Behav 2013; 17:2313-40. [PMID: 23568227 DOI: 10.1007/s10461-013-0466-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Since 2005, respondent driven sampling (RDS) has been widely used for HIV biological and behavioral surveillance surveys (BBSS) in Latin America and the Caribbean (LAC). In this manuscript, we provide a focused review of RDS among hard-to-reach high-risk populations in LAC and describe their principal operational, design, and analytical considerations. We reviewed published and unpublished reports, protocols, and manuscripts for RDS studies conducted in LAC between January 1, 2005 and December 31, 2011. We abstracted key operational information and generated summary statistics across all studies. Between 2005 and 2011, 87 RDS studies were conducted in 15 countries in LAC (68 % in South America, 18 % in Mexico and Central America, and 14 % in the Caribbean). The target populations were primarily men who have sex with men (43 %), sex workers (29 %), and drug users (26 %). Study considerations included establishing clear eligibility criteria, measuring social network sizes, collecting specimens for biological testing, among others. Most of the reviewed studies are the first in their respective countries to collect data on hard-to-reach populations and the first attempt to use a probability-based sampling method. These RDS studies allowed researchers and public health practitioners in LAC to access hard-to-reach HIV high-risk populations and collect valuable data on the prevalence of HIV and other infections, as well as related risk behaviors.
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HIV/STI risk among venue-based female sex workers across the globe: a look back and the way forward. Curr HIV/AIDS Rep 2013; 10:65-78. [PMID: 23160840 DOI: 10.1007/s11904-012-0142-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Female sex workers (FSWs) continue to represent a high-risk population in need of targeted HIV prevention interventions. Targeting environmental risk factors should result in more sustainable behavior change than individual-level interventions alone. There are many types of FSWs who operate in and through a variety of micro- (eg, brothels) and macro-level (eg, being sex-trafficked) contexts. Efforts to characterize FSWs and inform HIV prevention programs have often relied on sex work typologies or categorizations of FSWs by venue or type. We conducted a systematic search and qualitatively reviewed 37 published studies on venue-based FSWs to examine the appropriateness of sex work typologies, and the extent to which this research has systematically examined characteristics of different risk environments. We extracted information on study characteristics like venue comparisons, HIV/STI prevalence, and sampling strategies. We found mixed results with regards to the reliability of typologies in predicting HIV/STI infection; relying solely on categorization of FSWs by venue or type did not predict seroprevalence in a consistent manner. Only 65 % of the studies that allowed for venue comparisons on HIV/STI prevalence provided data on venue characteristics. The factors that were assessed were largely individual-level FSW factors (eg, demographics, number of clients per day), rather than social and structural characteristics of the risk environment. We outline a strategy for future research on venue-based FSWs that ultimately aims to inform structural-level HIV interventions for FSWs.
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Rudolph AE, Fuller CM, Latkin C. The importance of measuring and accounting for potential biases in respondent-driven samples. AIDS Behav 2013; 17:2244-52. [PMID: 23515641 DOI: 10.1007/s10461-013-0451-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Respondent-driven sampling (RDS) is often viewed as a superior method for recruiting hard-to-reach populations disproportionately burdened with poor health outcomes. As an analytic approach, it has been praised for its ability to generate unbiased population estimates via post-stratified weights which account for non-random recruitment. However, population estimates generated with RDSAT (RDS Analysis Tool) are sensitive to variations in degree weights. Several assumptions are implicit in the degree weight and are not routinely assessed. Failure to meet these assumptions could result in inaccurate degree measures and consequently result in biased population estimates. We highlight potential biases associated with violating the assumptions implicit in degree weights for the RDSAT estimator and propose strategies to measure and possibly correct for biases in the analysis.
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Valadez JJ, Berendes S, Jeffery C, Thomson J, Ben Othman H, Danon L, Turki AA, Saffialden R, Mirzoyan L. Filling the Knowledge Gap: Measuring HIV Prevalence and Risk Factors among Men Who Have Sex with Men and Female Sex Workers in Tripoli, Libya. PLoS One 2013; 8:e66701. [PMID: 23840521 PMCID: PMC3686727 DOI: 10.1371/journal.pone.0066701] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 05/09/2013] [Indexed: 12/15/2022] Open
Abstract
Background Publications on Libya’s HIV epidemic mostly examined the victims of the tragic nosocomial HIV outbreak in the 1990s and the related dispute about the detention of foreign medical workers. The dispute resolution in 2003 included an agreement with the European Union on humanitarian cooperation and the development of Libya’s first National HIV Strategy. As part of this we conducted Libya’s first bio-behavioural survey among men having sex with men (MSM) and female sex workers (FSW). Methods Using respondent-driven sampling, we conducted a cross-sectional study to estimate the prevalence of HIV, hepatitis B virus (HBV), hepatitis C virus (HCV), and related risk factors among 227 MSM and 69 FSW in Tripoli (FSW recruitment ended prematurely due to the political events in 2011). Results For MSM we estimated an HIV prevalence of 3.1%, HBV prevalence of 2.9%, and HCV prevalence of 7.3%, and for FSW an HIV prevalence of 15.7%, HBV prevalence of 0%, and HCV prevalence of 5.2%. We detected high levels of risk behaviours, poor HIV-related knowledge, high stigma and lack of prevention programmes. These results must be interpreted in the context of the political situation which prohibited reaching an ideal sample size for FSW. Conclusion There is urgent need to implement an effective National HIV Strategy informed by the results of this research. The risk of transmission within different risk groups and to the general population may be high given the recent military events that led to increased violence, migration, and the disruption of essential HIV-related services.
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Affiliation(s)
- Joseph J. Valadez
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
| | - Sima Berendes
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
- * E-mail:
| | - Caroline Jeffery
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
| | - Joanna Thomson
- Mathematics Institute, University of Warwick, Coventry, United Kingdom
| | - Hussain Ben Othman
- National Centre for Diseases Control, National AIDS Programme, Tripoli, Libya
| | - Leon Danon
- Mathematics Institute, University of Warwick, Coventry, United Kingdom
| | - Abdullah A. Turki
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
| | - Rabea Saffialden
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
| | - Lusine Mirzoyan
- Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, United Kingdom
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Strathdee SA, Abramovitz D, Lozada R, Martinez G, Rangel MG, Vera A, Staines H, Magis-Rodriguez C, Patterson TL. Reductions in HIV/STI incidence and sharing of injection equipment among female sex workers who inject drugs: results from a randomized controlled trial. PLoS One 2013; 8:e65812. [PMID: 23785451 PMCID: PMC3681783 DOI: 10.1371/journal.pone.0065812] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2012] [Accepted: 04/19/2013] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND We evaluated brief combination interventions to simultaneously reduce sexual and injection risks among female sex workers who inject drugs (FSW-IDUs) in Tijuana and Ciudad Juarez, Mexico during 2008-2010, when harm reduction coverage was expanding rapidly in Tijuana, but less so in Juarez. METHODS FSW-IDUs ≥18 years reporting sharing injection equipment and unprotected sex with clients within the last month participated in a randomized factorial trial comparing four brief, single-session conditions combining either an interactive or didactic version of a sexual risk intervention to promote safer sex in the context of drug use, and an injection risk intervention to reduce sharing of needles/injection paraphernalia. Women underwent quarterly interviews and testing for HIV, syphilis, gonorrhea, Chlamydia and Trichomonas, blinding interviewers and assessors to assignment. Poisson regression with robust variance estimation and repeated measures ordinal logistic regression examined effects on combined HIV/STI incidence and receptive needle sharing frequency. FINDINGS Of 584 initially HIV-negative FSW-IDUs, retention was ≥90%. After 12 months, HIV/STI incidence decreased >50% in the interactive vs. didactic sex intervention (Tijuana:AdjRR:0.38,95% CI:0.16-0.89; Juarez: AdjRR:0.44,95% CI:0.19-0.99). In Juarez, women receiving interactive vs. didactic injection risk interventions decreased receptive needle-sharing by 85% vs. 71%, respectively (p = 0.04); in Tijuana, receptive needle sharing declined by 95%, but was similar in active versus didactic groups. Tijuana women reported significant increases in access to syringes and condoms, but Juarez women did not. INTERPRETATION After 12 months in both cities, the interactive sexual risk intervention significantly reduced HIV/STI incidence. Expanding free access to sterile syringes coupled with brief, didactic education on safer injection was necessary and sufficient for achieving robust, sustained injection risk reductions in Tijuana. In the absence of expanding syringe access in Juarez, the injection risk intervention achieved significant, albeit more modest reductions, suggesting that community-level interventions incorporating harm reduction are more powerful than individual-level interventions. TRIAL REGISTRATION clinicaltrials.gov NCT00840658.
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Affiliation(s)
- Steffanie A Strathdee
- University of California San Diego, Department of Medicine, La Jolla, California, United States of America.
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Nesterko S, Blitzstein J. Bias–variance and breadth–depth tradeoffs in respondent-driven sampling. J STAT COMPUT SIM 2013. [DOI: 10.1080/00949655.2013.804078] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Stephens DB, Havens JR. Predictors of alcohol use among rural drug users after disclosure of hepatitis C virus status. J Stud Alcohol Drugs 2013; 74:386-95. [PMID: 23490567 PMCID: PMC3602359 DOI: 10.15288/jsad.2013.74.386] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Accepted: 10/29/2012] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Alcohol consumption dramatically increases the risk of liver damage among those with hepatitis C virus (HCV) infection, yet the impact of HCV status disclosure and standard informational counseling on alcohol use among rural drug users remains poorly understood. METHOD In this prospective study, 503 rural Appalachian drug users were recruited using respondent-driven sampling. Participants were tested for HCV antibodies, and data on sociodemographic characteristics, lifetime and past-30-day drug and alcohol use, and psychiatric disorders were collected by interviewer-administered questionnaires. A total of 470 participants returned after 6 months for follow-up; however,4 of those had no history of alcohol use, thus leaving a final sample size of 466. Multivariate negative binomial regression was used to determine the effect of disclosure of HCV status and posttest counseling on alcohol consumption at follow-up. RESULTS Despite an overall decrease in drinking frequency in the cohort, those who were HCV-positive were drinking at a frequency similar to their HCV-negative counterparts at follow-up, despite posttest counseling informing them of the risks of alcohol use with an HCV diagnosis (adjusted incidence rate ratio = 1.07, 95% CI [0.72, 1.61]). Significant predictors of increased days of alcohol use after 6 months included baseline alcohol use, baseline marijuana use, and meeting the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, criteria for antisocial personality disorder. Those using OxyContin at baseline had significantly fewer days of alcohol use at follow-up. CONCLUSIONS HCV status disclosure and standard informational counseling alone do not curtail drinking among HCV-positive drug users in the rural setting. Targeted interventions with regard to alcohol use are warranted in order to mitigate the damage of the HCV epidemic.
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Affiliation(s)
- Dustin B. Stephens
- Center on Drug and Alcohol Research, Department of
Behavioral Science, University of Kentucky College of Medicine,
Lexington,Kentucky
| | - Jennifer R. Havens
- Center on Drug and Alcohol Research, Department of
Behavioral Science, University of Kentucky College of Medicine,
Lexington,Kentucky
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Wong NS, Chan PC, Lee SS, Lee SL, Lee CK. A multilevel approach for assessing the variability of hepatitis C prevalence in injection drug users by their gathering places. Int J Infect Dis 2012; 17:e193-8. [PMID: 23165126 DOI: 10.1016/j.ijid.2012.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2012] [Revised: 10/12/2012] [Accepted: 10/17/2012] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES The aim of this study was to investigate the variation in hepatitis C virus (HCV) prevalence in injection drug users (IDUs) by their gathering places, using a multilevel approach. METHODS IDUs recruited from their gathering places were invited to respond to a questionnaire on demographics, drug use history, injection behaviors, and methadone treatment. Dried blood spots were collected for HCV antibody testing by ELISA. Factors associated with the anti-HCV test result were explored by linear logistic regression, followed by the evaluation of heterogeneity between gathering places by multilevel analysis. RESULTS A total of 622 respondents from 19 gathering places in Hong Kong, recruited between August and September 2011, were evaluated. Anti-HCV seroprevalence was 81.7% (95% confidence interval 78.6-84.7%), ranging from 67% to 100% by gathering place. HCV infection was associated with current practice of injection, needle-sharing, and midazolam injection. On multilevel analysis, there was a modest but significant variation in HCV antibody prevalence by gathering place, adjusted by midazolam injection (adjusted odds ratio (AOR) 3.91) and current injection (AOR 2.88) or injection over a long duration (AOR 3.17). CONCLUSIONS There was heterogeneity in HCV antibody prevalence in IDUs by gathering place, while the influence of injection behaviors varied, suggesting interactivity between factors at the individual and group levels.
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Affiliation(s)
- Ngai Sze Wong
- Stanley Ho Centre for Emerging Infectious Diseases, Prince of Wales Hospital, The Chinese University of Hong Kong, 30-32 Ngan Shing Street, Shatin, Hong Kong
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Implementation of web-based respondent-driven sampling among men who have sex with men in Vietnam. PLoS One 2012; 7:e49417. [PMID: 23152902 PMCID: PMC3495883 DOI: 10.1371/journal.pone.0049417] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 10/10/2012] [Indexed: 11/30/2022] Open
Abstract
Objective Lack of representative data about hidden groups, like men who have sex with men (MSM), hinders an evidence-based response to the HIV epidemics. Respondent-driven sampling (RDS) was developed to overcome sampling challenges in studies of populations like MSM for which sampling frames are absent. Internet-based RDS (webRDS) can potentially circumvent limitations of the original RDS method. We aimed to implement and evaluate webRDS among a hidden population. Methods and Design This cross-sectional study took place 18 February to 12 April, 2011 among MSM in Vietnam. Inclusion criteria were men, aged 18 and above, who had ever had sex with another man and were living in Vietnam. Participants were invited by an MSM friend, logged in, and answered a survey. Participants could recruit up to four MSM friends. We evaluated the system by its success in generating sustained recruitment and the degree to which the sample compositions stabilized with increasing sample size. Results Twenty starting participants generated 676 participants over 24 recruitment waves. Analyses did not show evidence of bias due to ineligible participation. Estimated mean age was 22 years and 82% came from the two large metropolitan areas. 32 out of 63 provinces were represented. The median number of sexual partners during the last six months was two. The sample composition stabilized well for 16 out of 17 variables. Conclusion Results indicate that webRDS could be implemented at a low cost among Internet-using MSM in Vietnam. WebRDS may be a promising method for sampling of Internet-using MSM and other hidden groups.
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Brouwer KC, Rusch ML, Weeks JR, Lozada R, Vera A, Magis-Rodríguez C, Strathdee SA. Spatial Epidemiology of HIV among Injection Drug Users in Tijuana, Mexico. ACTA ACUST UNITED AC 2012; 102:1190-1199. [PMID: 23606753 DOI: 10.1080/00045608.2012.674896] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The northwest border city of Tijuana is Mexico's fifth largest and is experiencing burgeoning drug use and human immunodeficiency virus (HIV) epidemics. Since local geography influences disease risk, we explored the spatial distribution of HIV among injection drug users (IDUs). From 2006-2007, 1056 IDUs were recruited using respondent-driven sampling, and then followed for eighteen months. Participants underwent semi-annual surveys, mapping, and testing for HIV, tuberculosis, and syphilis. Using Average Nearest Neighbor and Getis-Ord Gi* statistics, locations where participants lived, worked, bought and injected drugs were compared with HIV status and environmental and behavioral factors. Median age was thirty-seven years; 85 percent were male. Females had higher HIV prevalence than males (10.2 percent vs. 3.4 percent; p=0.001). HIV cases at baseline (n=47) most strongly clustered by drug injection sites (Z-Score -6.173; p < 0.001), with a 16 km2 hotspot near the Mexico/U.S. border, encompassing the red-light district. Spatial correlates of HIV included syphilis infection, female gender, younger age, increased hours on the street per day, and higher number of injection partners. Almost all HIV seroconverters injected within a 2.5 block radius of each other immediately prior to seroconversion. Only history of syphilis infection and female gender were strongly associated with HIV in the area where incident cases injected. Directional trends suggested a largely static epidemic until July-December 2008, when HIV spread to the southeast, possibly related to intensified violence and policing that spiked in the latter half of 2008. While clustering allows for targeting interventions, the dynamic nature of epidemics suggests the importance of mobile treatment and harm reduction programs.
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Affiliation(s)
- Kimberly C Brouwer
- University of California San Diego School of Medicine, La Jolla, California, USA
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Vera A, Abramovitz D, Lozada R, Martinez G, Rangel MG, Staines H, Patterson TL, Strathdee SA. Mujer Mas Segura (Safer Women): a combination prevention intervention to reduce sexual and injection risks among female sex workers who inject drugs. BMC Public Health 2012; 12:653. [PMID: 22891807 PMCID: PMC3490986 DOI: 10.1186/1471-2458-12-653] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2012] [Accepted: 07/27/2012] [Indexed: 11/10/2022] Open
Abstract
Background Female sex workers who inject drugs (FSW-IDUs) are at risk of acquiring HIV, sexually transmitted infections (STI) and blood-borne infections through unprotected sex and sharing injection equipment. We conducted a 2×2 factorial randomized controlled trial to evaluate combination interventions to simultaneously reduce sexual and injection risks among FSW-IDUs in Tijuana and Ciudad Juarez, Mexico. Methods/design FSW-IDUs ≥18 years reporting sharing injection equipment and unprotected sex with clients within the last month were randomized to one of four conditions based on an a priori randomization schedule, blinding interviewer/counselors to assignment. Due to the extreme vulnerability of this population, we did not include a control group that would deny some women access to preventive information. All women received similar information regardless of group allocation; the difference was in the way the information was delivered and the extent to which women had an interactive role. Each condition was a single 60-minute session, including either an interactive or didactic version of an injection risk intervention and sexual risk intervention. Women underwent interviewer-administered surveys and testing for HIV, syphilis, gonorrhea, Chlamydia, and Trichomonas at baseline and quarterly for 12 months. Combined HIV/STI incidence will be the primary outcome. Secondary outcomes are proportionate reductions in sharing of injection equipment and unprotected sex with clients. Discussion Of 1,132 women, 548 (48.4%) were excluded (88.9% were ineligible; 11.1% refused to participate or did not return); 584 eligible women enrolled (284 in Tijuana; 300 in Ciudad Juarez). All 584 participants completed the baseline interview, provided biological samples and were randomized to one of the four groups. During follow-up, 17 participants (2.9%) were lost to follow-up, of whom 10 (58.8%) had died, leaving 567 participants for analysis. This study appears to be the first intervention to attempt to simultaneously reduce injection and sexual risk behaviors among FSW-IDUs. The factorial design will permit analysis to determine whether the combination of the two interactive interventions and/or its respective components are effective in reducing injection and/or sexual risks, which will have direct, tangible policy implications for Mexico and potentially other resource-poor countries. Trial registration NCT00840658
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Affiliation(s)
- Alicia Vera
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive # 0507, La Jolla, CA 92093-0507, USA
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