50 research outputs found

    Risk behavior dislcosure during HIV test counseling

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    Personalized risk assessments during Human Immunodeficiency Virus (HIV) testing are an integral component of HIV prevention counseling, an individual-level behavior change intervention to reduce the spread of HIV. Aggregated data from risk assessments are used to track behaviors in the testing population, evaluate federally-funded Counseling, Testing and Referral (CTR) programs, and inform prevention programs and allocation of resources. Unfortunately, risks disclosed during HIV test counseling may not be accurate, with stigmatizing behaviors underreported during face-to-face assessments. To understand the limitations of the CTR risk data and guide interventions to improve the validity of the risk assessment, we conducted a mixed methods study in young men in North Carolina (NC). We linked two statewide HIV databases that contain individual-level data on young men newly diagnosed with HIV in NC, comparing client-reported gender of sex partners at the time of testing to those reported during post-diagnosis partner notification (n=641). Of the 212 men who told their HIV test counselor that they had only had female sexual partner(s) in their lifetime, 62 (29.2%) provided contact information for male sex partner(s) during partner notification. Of the 25 men who reported no lifetime sex partners during test counseling, 22 (88.0%) provided partner notification information for sex partners in the last year. We then interviewed young men accessing HIV testing services in a southeastern United States city. Based on data collected via an Audio and Computer Self-Administered Interview (n=203), over 30% of young men reported that they were not accurate during the risk assessment. Participants reported numerous interpersonal barriers to accuracy during the risk assessment. During qualitative interviews (n=25), many participants revealed that they did not understand the purpose of the risk assessment nor perceive an individual benefit to complete risk behavior disclosure. Findings from this study suggest that the risk assessment completed during HIV test counseling may be incomplete which has implications for both the efficacy of individual prevention counseling and aggregate behavioral statistics. Modifications to the risk assessment process, including better explaining the role of the risk assessment in prevention counseling and using alternate assessment methods, may increase the validity of the data

    A flexible Bayesian hierarchical model of preterm birth risk among US Hispanic subgroups in relation to maternal nativity and education

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    Abstract: Background: Previous research has documented heterogeneity in the effects of maternal education on adverse birth outcomes by nativity and Hispanic subgroup in the United States. In this article, we considered the risk of preterm birth (PTB) using 9 years of vital statistics birth data from New York City. We employed finer categorizations of exposure than used previously and estimated the risk dose-response across the range of education by nativity and ethnicity. Methods: Using Bayesian random effects logistic regression models with restricted quadratic spline terms for years of completed maternal education, we calculated and plotted the estimated posterior probabilities of PTB (gestational age < 37 weeks) for each year of education by ethnic and nativity subgroups adjusted for only maternal age, as well as with more extensive covariate adjustments. We then estimated the posterior risk difference between native and foreign born mothers by ethnicity over the continuous range of education exposures. Results: The risk of PTB varied substantially by education, nativity and ethnicity. Native born groups showed higher absolute risk of PTB and declining risk associated with higher levels of education beyond about 10 years, as did foreign-born Puerto Ricans. For most other foreign born groups, however, risk of PTB was flatter across the education range. For Mexicans, Central Americans, Dominicans, South Americans and “Others”, the protective effect of foreign birth diminished progressively across the educational range. Only for Puerto Ricans was there no nativity advantage for the foreign born, although small numbers of foreign born Cubans limited precision of estimates for that group. Conclusions: Using flexible Bayesian regression models with random effects allowed us to estimate absolute risks without strong modeling assumptions. Risk comparisons for any sub-groups at any exposure level were simple to calculate. Shrinkage of posterior estimates through the use of random effects allowed for finer categorization of exposures without restricting joint effects to follow a fixed parametric scale. Although foreign born Hispanic women with the least education appeared to generally have low risk, this seems likely to be a marker for unmeasured environmental and behavioral factors, rather than a causally protective effect of low education itself

    Chlamydia Prevalence Trends among Women and Men Entering the National Job Training Program from 1990 Through 2012

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    Background Evaluating chlamydia prevalence trends from sentinel surveillance is important for understanding population disease burden over time. However, prevalence trend estimates from surveillance data may be misleading if they do not account for changes in risk profiles of individuals who are screened (case mix) and changing performance of the screening tests used. Methods We analyzed chlamydia screening data from a sentinel surveillance population of 389,555 young women (1990-2012) and 303,699 young men (2003-2012) entering the US National Job Training Program. This period follows the introduction of national chlamydia screening programs designed to prevent transmission and reduce population disease burden. After ruling out bias due to case mix, we used an expectation-maximization-based maximum likelihood approach to account for measurement error from changing screening tests, and generated minimally biased long-term chlamydia prevalence trend estimates among youth and young adults in this sentinel surveillance population. Results Adjusted chlamydia prevalence among women was high throughout the study period, but fell from 20% in 1990 to 12% in 2003, and remained between 12% and 14% through 2012. Adjusted prevalence among men was steady throughout the study period at approximately 7%. For both women and men, adjusted prevalence was highest among Black and American Indian youth and young adults, and in the Southern and Midwestern regions of the United States throughout the study period. Conclusions Our minimally biased trend estimates provide support for an initial decrease in chlamydia prevalence among women soon after the introduction of national chlamydia screening programs. Constant chlamydia prevalence in more recent years suggests that screening may not be sufficient to further reduce chlamydia prevalence among high-risk youth and young adults

    Pregnancy and HIV Infection in Young Women in North Carolina

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    We described young women in North Carolina (NC) who were pregnant at the time of diagnosis with human immunodeficiency virus (HIV) infection to identify an at-risk population that could be targeted for increased HIV screening. We investigated the combined effect of partner counseling and referral services (PCRS) and comprehensive prenatal HIV screening

    A flexible Bayesian hierarchical model of preterm birth risk among US Hispanic subgroups in relation to maternal nativity and education

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>Previous research has documented heterogeneity in the effects of maternal education on adverse birth outcomes by nativity and Hispanic subgroup in the United States. In this article, we considered the risk of preterm birth (PTB) using 9 years of vital statistics birth data from New York City. We employed finer categorizations of exposure than used previously and estimated the risk dose-response across the range of education by nativity and ethnicity.</p> <p>Methods</p> <p>Using Bayesian random effects logistic regression models with restricted quadratic spline terms for years of completed maternal education, we calculated and plotted the estimated posterior probabilities of PTB (gestational age < 37 weeks) for each year of education by ethnic and nativity subgroups adjusted for only maternal age, as well as with more extensive covariate adjustments. We then estimated the posterior risk difference between native and foreign born mothers by ethnicity over the continuous range of education exposures.</p> <p>Results</p> <p>The risk of PTB varied substantially by education, nativity and ethnicity. Native born groups showed higher absolute risk of PTB and declining risk associated with higher levels of education beyond about 10 years, as did foreign-born Puerto Ricans. For most other foreign born groups, however, risk of PTB was flatter across the education range. For Mexicans, Central Americans, Dominicans, South Americans and "Others", the protective effect of foreign birth diminished progressively across the educational range. Only for Puerto Ricans was there no nativity advantage for the foreign born, although small numbers of foreign born Cubans limited precision of estimates for that group.</p> <p>Conclusions</p> <p>Using flexible Bayesian regression models with random effects allowed us to estimate absolute risks without strong modeling assumptions. Risk comparisons for any sub-groups at any exposure level were simple to calculate. Shrinkage of posterior estimates through the use of random effects allowed for finer categorization of exposures without restricting joint effects to follow a fixed parametric scale. Although foreign born Hispanic women with the least education appeared to generally have low risk, this seems likely to be a marker for unmeasured environmental and behavioral factors, rather than a causally protective effect of low education itself.</p

    Methamphetamine Use among Newly Diagnosed HIV-Positive Young Men in North Carolina, United States, from 2000 to 2005

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    Methamphetamine (MA) is a new arrival to the Southeastern United States (US). Incidence of HIV is also increasing regionally, but data are limited regarding any association between this trend and MA use. We examined behavioral data from North Carolina (NC) residents newly diagnosed with HIV, collected by the Department of Health between 2000-2005.Among 1,460 newly diagnosed HIV-positive young men, an increasing trend was seen from 2000-2005 in MA use (p = 0.01, total n = 20). In bivariate analyses, users of MA had significantly greater odds of reporting other substance use, including alcohol, powder or crack cocaine, marijuana, and methylenedioxymethamphetamine (MDMA, "ecstasy"). They were also more likely to have reported sexual activity while traveling outside NC; sex with anonymous partners; and previous HIV testing. In a predictive model, MA use had a negative association with nonwhite race, and strong positive associations with powder cocaine, "ecstasy," or intravenous drug use and being a university student.Similar to trends seen in more urban parts of the US, MA use among newly diagnosed, HIV-positive young men is increasing in NC. These data are among the first to demonstrate this relationship in a region with a burgeoning epidemic of MA use. Opportunities exist for MA-related HIV risk-reduction interventions whenever young men intersect the healthcare system

    Prevalence of sexually transmitted infections and bacterial vaginosis among women in sub-Saharan Africa:An individual participant data meta-analysis of 18 HIV prevention studies

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    Background: Estimates of sexually transmitted infection (STI) prevalence are essential for efforts to prevent and control STIs. Few large STI prevalence studies exist, especially for low- and middle-income countries (LMICs). Our primary objective was to estimate prevalence of chlamydia, gonorrhea, trichomoniasis, syphilis, HSV-2, and bacterial vaginosis (BV) among women in sub-Saharan Africa by age, region, and population-type.Methods and Findings: We analyzed individual-level data from 18 HIV prevention studies (cohort studies, randomized controlled trials; conducted during 1993–2011), representing &gt;37,000 women, which tested participants for ≥1 selected STI/BV at baseline. We used a two-stage meta-analysis to combine data. After calculating the proportion with each STI/BV and standard error by study, we used a random-effects model to obtain a summary mean prevalence of each STI/BV and 95% confidence interval (CI) across age, region, and population-types. Despite substantial study heterogeneity for some STIs/populations, several patterns emerged. Across all regions/population groups, prevalence was higher among 15–24 year-old than 25–49 year-old women for all STIs except HSV-2. In general, higher-risk populations had greater prevalence of gonorrhea and syphilis than clinic/community-based populations. For chlamydia, prevalence among 15–24 year olds was 10.3% (95% CI: 7.4, 14.1; I2=75.7%) among women specifically recruited from higher-risk settings for HIV in Eastern Africa and was 15.1% (95% CI: 12.7, 17.8; I2=82.3%) in South African clinic/community-based populations. Among clinic/community-based populations, prevalence was generally greater in South Africa than in Southern/Eastern Africa for most STIs; for gonorrhea, prevalence among 15–24 year olds was 4.6% (95% CI: 4.4, 6.4; I2=82.8%) in South Africa and was 1.7% (95% CI: 1.2, 2.6; I2=55.2%) in Southern/Eastern Africa. Across all region/population groups, HSV-2 and BV prevalence was high among 25–49 year-olds (ranging from 70–83% and 33–44%, respectively). The main study limitation is that the data are not from random samples of the target populations. Conclusions: Combining data from 18 HIV prevention studies, our findings highlight important features of STI/BV epidemiology among sub-Saharan African women. This methodology can be used where routine STI surveillance is limited and offers a new approach to obtaining critical information on STI and BV prevalence in LMICs

    Incarceration as Forced Migration: Effects on Selected Community Health Outcomes

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    Objectives. We estimated the effects of high incarceration rates on rates of sexually transmitted infections and teenage pregnancies. Methods. We calculated correlations between rates of incarceration in state prisons and county jails and rates of sexually transmitted infections and teenage pregnancies for each of the 100 counties in North Carolina during 1995 to 2002. We also estimated increases in negative health outcomes associated with increases in incarceration rates using negative binomial regression analyses. Results. Rates of sexually transmitted infections and teenage pregnancies, adjusted for age, race, and poverty distributions by county, consistently increased with increasing incarceration rates. In the most extreme case, teenage pregnancies exhibited an increase of 71.61 per 100000 population (95% confidence interval [CI]=41.88, 101.35) in 1996 after an increase in the prison population rate from 223.31 to 468.58 per 100000 population in 1995. Conclusions. High rates of incarceration can have the unintended consequence of destabilizing communities and contributing to adverse health outcomes
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