Accuracy of HIV-related risk behaviors reported by female sex workers, Iran: a method to quantify measurement bias in marginalized populations

Epidemiology and spatial distribution of people diagnosed with HIV between 1997 and 2020 in Kerman, Iran

OBJECTIVE

This study described the epidemiology and geographical distribution of people diagnosed with HIV in Kerman, Iran, between 1997 and 2020.

METHODS

We used case-based HIV surveillance data of all people diagnosed with HIV in Kerman between 1997 and 2020. We compared the age, gender, modes of transmission and spatial distribution of newly diagnosed HIV-infected people in three time periods (1997-2004, 2005-2012 and 2013-2020). The χ2 test for trend, one-sample t-test and Kruskal-Wallis H test were used to compare the differences between the three time periods. We also used ArcGIS to map both HIV services and people living with HIV (PLWH) in 2020. The nearest neighbour index and kernel density were used to identify the spatial distribution of PLWH.

RESULTS

A total of 459 (27.5% women) people were diagnosed with HIV during 1997-2020. The proportion of women (9.3% in 1997-2004 and 48.3% in 2013-2020, p<0.001), HIV infection through sexual contacts (11.6% in 1997-2004 and 50.3% in 2013-2020, p<0.001), HIV infection under the age of 5 years (0.8% in 1997-2004 and 5.4% in 2013-2020, p=0.01) and mean age at diagnosis among men (34.9 in 1997-2004 and 39.8 years in 2013-2020, p=0.004) significantly increased over time. 36.2% of diagnosed cases had CD4 counts under 200 x 10ˆ6/L between 2013 and 2020, with no significant improvement over time. Most newly diagnosed cases of HIV were from the eastern parts of the city. The clusters of PLWH in 2020 matched with the locations of HIV services.

CONCLUSION

We observed important changes in HIV epidemiology regarding gender, modes of transmission, number of paediatric cases and density maps over time in Kerman. These changes should be considered for precise targeting of HIV prevention and treatment programmes.

Understanding the epidemiological HIV risk factors and underlying risk context for youth residing in or originating from the Middle East and North Africa (MENA) region: A scoping review of the literature

Introduction

HIV is the second leading cause of death among young people globally, and adolescents are the only group where HIV mortality is not declining. Middle East and North Africa (MENA) is one of few regions seeing rapid increase of HIV infections (31.0%) since 2001. MENA youth are at particular risk of HIV due to dearth of research and challenges in accessing services.

Objective

The purpose of this scoping review is to establish the epidemiological HIV risk factors and underlying risk context for youth residing in or originating from the MENA region.

Methods

Online database searches were conducted using combination of search terms. Screening 5,853 citations, published between 1990–2019 with age groups 16 to 29, resulted in 57 studies included across 18 MENA countries.

Results

‘Key populations’ engage in risky behaviors, including: overlapping risky behaviors among youth who inject drugs (PWID); lack of access to HIV testing, condomless sex, and multiple sex partners among young men who have sex with men (MSM); and high and overlapping risk behaviors among young sex workers. Challenges facing other youth groups and bridging populations include: peer pressure, inhibition about discussing sexual health, lack of credible sex education sources, low condom use, and lack of access to HIV protection/prevention services, especially testing.

Conclusion

Poor surveillance coupled with scarcity of rigorous studies limit what is known about epidemiology of HIV among youth in MENA. Homophobia, stigma around PWID, and illegal status of sex work promote non-disclosure of risk behaviors among youth and curtail serving this population.

Condomless Sex With Partners and Clients Among Female Sex Workers in Iran: A Systematic Review and Meta-Analysis

ABSTRACT

Condomless sex is the most proximal risk for HIV acquisition among female sex workers (FSWs). We performed a systematic review and meta-analysis to summarize the evidence for the prevalence of condomless sex among FSWs in Iran. A random-effect meta-analysis model was used to pool the prevalence estimates and their 95% confidence intervals (CIs). The pooled prevalence of condomless sex at last sex with a paying client and a nonpaying partner was 34.23% (95% CI: 27.83-40.93) and 48.34 (95% CI: 38.43-58.32), respectively. Last-month inconsistent condom use was 49.01% (95% CI: 21.64-76.71) with paying clients and 60.21% (95% CI: 31.27-85.73) with nonpaying partners. The pooled prevalence of lifetime condom nonuse with any partners/clients was 15.26% (95% CI: 10.68-20.49). These findings indicate that a substantial proportion of FSWs engage in high-risk sexual practices. Community-led programs should be stimulated to improve consistent condom use among FSWs.

Injection and non-injection drug use among female sex workers in Iran: A systematic review and meta-analysis

BACKGROUND

Illicit drug use is a prevalent risk behavior among female sex workers (FSWs) as it increases the vulnerability of this marginalized population to negative health outcomes, including HIV infection. This systematic review and meta-analysis aimed to estimate the prevalence of injection and non-injection drug use among FSWs in Iran.

METHODS

Systematic searches of PubMed, Embase, Web of Science, Scopus, and PsycINFO (for English records), along with Iranian databases including IranMedex, Iran Psych Magiran, Scientific Information Database, and Irandoc (for Farsi records) were conducted for studies published from inception through to July 2020. We included quantitative studies on injection and non-injection drug use among FSWs. The pooled prevalence and 95% confidence intervals (CI) of recent and lifetime drug injection and non-injection were estimated using random-effects meta-analysis.

RESULTS

Of 458 screened records, 19 met the inclusion criteria. The pooled prevalence of recent non-injection drug use and injection drug use was 56.94% (95% CI: 44.68, 68.78) and 5.67% (95% CI: 2.09, 10.73), respectively. Opium (33.00%, 95% CI: 24.53, 42.05) and crystal methamphetamine (20.68%, 95% CI: 13.59, 28.79) were the most prevalent recent non-injection drugs used. Additionally, the pooled prevalence of lifetime non-injection drug use was 76.08% (95% CI: 66.81, 84.27) and injection drug use was 10.72% (95% CI: 7.02, 15.07).

CONCLUSIONS

This systematic review shows that drug use, both injection and non-injection, is prevalent among FSWs in Iran. These findings highlight the importance of evidence-based harm reduction and treatment programs to reduce the burdens of drug use and its associated potential consequences among these underserved women.

Social harms and social class in Iranian youth and adolescents living in slums in the suburbs: a systematic review

BACKGROUND

Socioeconomic and environmental factors can affect the health of the people living in slums in the suburbs. In these areas, the youth and adolescents are the main age groups susceptible to a multitude of harms such as addiction, AIDS, delinquency, aggressive behavior, and prostitution. The present study was conducted to investigate the state of social harms and social class in Iranian youth and adolescents living in slums in the suburbs.

METHODS

In the present systematic review, the researchers searched for observational and qualitative papers published in Persian or English languages during 2010-2020 timespan in the following databases: Embase, PubMed, Scopus, Web of Science, Irandoc databases, Google Scholar, SID, and Magiran. Based on MESH, the keywords of "social class", "social harm", "youth", "adolescent", and "slum" were chosen. Papers were assessed according to the inclusion criteria, and the quality of the papers was evaluated using the Newcastle-Ottawa scale for quantitative articles and the COREQ scale for qualitative ones.

RESULTS

Of 491 articles assessed, 11 (eight cross-sectional and three qualitative papers) were deemed suitable. According to the results, social harms reported were: drug abuse (two studies), female sex workers (two studies), poverty (two studies), AIDS (two studies), social insecurity (two studies), psychedelic substances (one study), alcohol (one study), delinquency (one study), divorce (one study), physical problems (one study), prostitution because of poverty (one study), unemployment (one study), and adolescents' forced labor due to destitution (one study). Moreover, the assessed papers used education (three studies), economic status (three studies), occupation (two studies), income (two studies), place of residence (two studies), social status (two studies), and cultural status (one study) as indicators of the social class in the individual and their parents, and categorized them in three groups of high (one study), middle (three studies), and low classes (seven studies).

CONCLUSION

The present systematic review investigated, for the first time in Iran, social harms and social class in the youth and adolescents living in slums in the suburbs. The results showed that social harm is high among the youth and adolescents in outskirt slums of Iranian cities. Therefore, any attempt to empower the youth and adolescents living in these parts will have direct effects on the health of the residents of these areas.

Experience of violence among street prostitutes: a qualitative study in Shiraz, Iran

Background:

Female Sex workers (FSWs) are a marginalized group. Although some studies have shown various types of violence against sex workers, it is a subject which needs more in-depth knowledge.

Methods:

This is a conventional content study conducted on 18 street sex workers in Shiraz, Iran.

Results:

The present study observed that sex workers had extensive experience in five forms of violence: physical, barbaric, psychological, sexual, deception and robbery. Moreover, violence was deep-rooted in their previous experiences prior to becoming a prostitute, leading to the formation of yet another type of violence, called hidden slavery with male or female pimps.

Conclusions:

To improve the general health of this group, it is recommended that they be supported by social institutions and be provided with psychological consultations.

Symptom-Based Versus Laboratory-Based Diagnosis of Five Sexually Transmitted Infections in Female Sex Workers in Iran

Among 1337 Iranian adult female sex workers in 2015, we assessed the diagnostic value of 4 self-reported sexually transmitted infection (STIs) symptoms for detecting laboratory-confirmed gonorrhea, chlamydia, trichomoniasis, human papillomavirus (HPV), and syphilis. While 37.7% reported vaginal discharge (VD), 25.9% reported pain or burning (P/B), 3.0% reported genital ulcers (GU), and 1.4% reported genital warts (GW), the prevalence of laboratory-confirmed syphilis, gonorrhea, chlamydia, trichomoniasis, and HPV was 0.4, 1.3, 6.0, 11.9, and 41.9%, respectively. The sensitivity of VD was 40.3% for detecting tricomoniasis, 37.5% for chlamydia, and 37.5% for gonorrhea. The sensitivity of P/B ranged from 12.5% for gonorrhea to 25.2% for trichomoniasis. The sensitivity of GU and GW was very low for 5 STIs. The sensitivity of all symptoms combined was also lower than 50%. Among asymptomatic participants, 41.2% tested positive for HPV, 11.8% for trichomoniasis, and less than 6.6% for other STIs. Symptom-based case management and surveillance of STIs can lead to misclassification of a large proportion of cases.

Overlapping HIV and sex-work stigma among female sex workers recruited to 14 respondent-driven sampling surveys across Zimbabwe, 2013

HIV stigma can inhibit uptake of HIV testing and antiretroviral therapy as well as negatively affect mental health. Efforts to reduce discrimination against people living with HIV (LWH) have contributed to greater acceptance of the infection. Female sex workers (FSW) LWH may experience overlapping stigma due to both their work and HIV status, although this is poorly understood. We examined HIV and sex-work stigma experienced by FSW LWH in Zimbabwe. Using the SAPPH-IRe cluster-randomised trial baseline survey, we analysed the data from 1039 FSW self-reporting HIV. The women were recruited in 14 sites using respondent-driven sampling. We asked five questions to assess internalised and experienced stigma related to working as a sex worker, and the same questions were asked in reference to HIV. Among all FSW, 91% reported some form of sex-work stigma. This was not associated with sociodemographic or sex-work characteristics. Rates of sex-work stigma were higher than those of HIV-related stigma. For example, 38% reported being "talked badly about" for LWH compared with 77% for their involvement in sex work. Those who reported any sex-work stigma also reported experiencing more HIV stigma compared to those who did not report sex-work stigma, suggesting a layering effect. FSW in Zimbabwe experience stigma for their role as "immoral" women and this appears more prevalent than HIV stigma. As HIV stigma attenuates, other forms of social stigma associated with the disease may persist and continue to pose barriers to effective care.

Persian At-Risk Women and Barriers to Receiving HIV Services in Drug Treatment: First Report From Iran

BACKGROUND

As the most populated Persian Gulf country, in Iran, engagement with drug injection and unsafe sex are the main routes of HIV transmission among some drug-dependent women.

OBJECTIVES

The current study explored the barriers that a group of drug-dependent women reported in accessing and adhering to HIV services in drug use treatment.

PATIENTS AND METHODS

Qualitative interviews were conducted with 47 Persian women at five outpatient drug treatment centers between January and December 2011. Five focus group interviews were conducted with ten key informants (KI). The interviews made use of a semi-structured interview guide, which facilitated discussion regarding the barriers. The interview transcripts were analyzed thematically using Atlas-ti software.

RESULTS

The interview accounts highlighted a number of barriers, including stigmatization, a considerable lack of knowledge about free HIV centers in the community, previous traumatic events, misconceptions about the quality of HIV services, and a poor supportive referral system among drug treatment and HIV centers.

CONCLUSIONS

The findings highlight a need for removing stigma and providing high quality women-only HIV services. Increasing trust and knowledge of available HIV services are needed for this group of women. Increasing staff knowledge is a priority. An integrated supportive network among drug treatment and HIV centers is suggested in Iran.

Impulsivity, Sensation Seeking, and Risk-Taking Behaviors among HIV-Positive and HIV-Negative Heroin Dependent Persons

Objective. The aim of this study was to compare impulsivity and risky decision making among HIV-positive and negative heroin dependent persons. Methods. We compared different dimensions of impulsivity and risky decision making in two groups of 60 HIV-positive and 60 HIV-negative male heroin dependent persons. Each group was comprised of equal numbers of current (treatment seeker) and former (abstinent) heroin addicts. Data collection tools included Balloon Analogue Risk Task (BART), Iowa Gambling Task (IGT), Barratt Impulsiveness Scale (BIS), and Zuckerman Sensation Seeking Scale (SSS). Results. In SSS, comprised of four subscales including thrill and adventure seeking (TAS), experience seeking (ES), disinhibition (DIS), and boredom susceptibility (BS), there was a borderline difference in DIS (P = 0.08) as HIV-positive group scored higher than HIV-negative group. Also, ES and total score were significantly higher among HIV-positive patients. In BART, HIV-positive subjects scored higher in risk taking than HIV-negative subjects as reflected in higher Average Number of puffs in Successful Balloons (ANSB). In BIS, HIV-positive group scored significantly higher in cognitive impulsivity (CI) (P = 0.03) and nonplanning impulsivity (NPI) (P = 0.05) in comparison to HIV-negative group. Also, current heroin addicts scored significantly higher in NPI compared to former addict HIV-negative participants (P = 0.015). IGT did not show any significant difference between groups. Conclusion. Higher levels of impulsivity and risk taking behaviors among HIV-positive heroin addicts will increase serious concerns regarding HIV transmission from this group to other opiate dependents and healthy people.

Correlates of HIV Testing among Female Sex Workers in Iran: Findings of a National Bio-Behavioural Surveillance Survey

Introduction

Female sex workers (FSWs) are the second most affected population by HIV in Iran. However, their HIV testing practices are poorly understood. The aim of this study was to investigate testing and its associated factors among HIV negative FSWs.

Materials and Methods

Using facility based sampling, 1005 FSWs were recruited in 14 cities of Iran in 2010. Biological and survey data were collected through dried blood spot testing and standardized risk assessment questionnaire, respectively. In this paper, the prevalence of HIV testing and its correlates were explored among 714 HIV-negative FSWs using descriptive statistics and logistic regression models.

Results

Overall 65.4% had not tested in the past year. Only 27.5% had tested in the past year and received their results. FSWs who perceived themselves at risk of HIV (Adjusted Odds Ratio (AOR) = 8.35, 95% CI: 1.46, 47.6), had received free condom during past year (AOR = 3.90, 95% CI: 1.67, 9.14), started sex work at an older age (AOR_18–24 = 2.83, 95% CI: 1.14, 7.0; AOR _>24 = 2.76, 95% CI: 1.11, 6.84), and knew an HIV testing site (AOR = 5.67, 95% CI: 2.60, 12.4) had a significantly higher chance of having a recent HIV test result.

Conclusions

Less than one third of FSWs in Iran knew their recent HIV status. Interventions to help FSWs evaluate their potential risk for HIV and integrate HIV testing services in condom distribution programs, could be viable strategies in increasing HIV testing uptake among FSWs. Health policy makers should also try to de-stigmatize HIV testing, identify the barriers to HIV testing, and make HIV testing sites more visible to FSWs.

How sex work becomes an option: Experiences of female sex workers in Kerman, Iran

Sex work is rarely an occupation of choice for Iranian women and is often described as a last resort. While several factors play a role in creating an environment where individuals become involved in sex work, female sex workers' experiences regarding entry into sex work in Iran are poorly understood. In this qualitative study, a convenience sample of 24 participants was recruited from a drop-in centre for vulnerable women in Kerman, Iran. Through in-depth interviews, participants were asked about their personal lived experiences of initiating sex work. Grounded theory was used to analyse findings from this research. We learned that major factors impacting on women's initiation into sex work circulated around their vulnerability and chronic poverty. Participants continued to sell sex due to their limited opportunities, drug dependence and financial needs. Improving sex workers' economic status could be a vital intervention in providing vulnerable women with options other than sex work. Female sex workers should be provided with government support and educational programmes delivered through special centres. Despite the illegal status of their work, sex workers' needs should be recognised across all aspects of policy and legislation.

Systematic assessment of condom use measurement in evaluation of HIV prevention interventions: need for standardization of measures

When evaluating HIV prevention interventions, condom use is a common outcome measure used to assess changes in HIV-related behaviors; however, no widely accepted standards exist for its measurement. Using systematic review data on HIV prevention interventions conducted in low- and middle-income countries, we examined trends in condom use measurement since 1990. We abstracted data from standardized forms on six dimensions of condom use: partner type, temporal period, measurement scale, consistency, controlling for abstinence, and type of sex. Of 215 studies reviewed, 109 studies (51 %) measured condom use as a primary outcome. Outcomes were stratified by partner type in 47 studies (43 %). Assessing condom use at last sex was the most common measurement. Consistency of condom use was assessed in 47 studies (43 %). Developing and utilizing standards for condom use measurement would increase comparability of findings across studies and benefit HIV prevention research. Recommendations include measuring condom use at last sex, frequency of condom use, and number of protected sex acts in studies evaluating the efficacy of behavioral interventions on sexual risk behavior.

HIV prevalence and related risk behaviours among female sex workers in Iran: results of the national biobehavioural survey, 2010

OBJECTIVES

To determine the prevalence of HIV and related behavioural risks among Iranian female sex workers (FSW) via the first national biobehavioural surveillance survey.

METHODS

In 2010, 1005 FSW were approached and 872 recruited using facility-based sampling from 21 sites in 14 cities in Iran. We collected dried blood samples and conducted face-to-face interviews using a standardised questionnaire. Data were weighted based on the response rate and adjusted for the clustering effect of the sampling site. Adjustment was performed by weighting based on the sampling fraction of each site using a prior estimate of its total size of the FSW population.

RESULTS

The prevalence of HIV infection (95% CI) was 4.5% (2.4 to 8.3) overall, 4.8% (2.2 to 9.8) among those who had reported a history of drug use and 11.2% (5.4 to 21.5) among those who had a history of injection drug use. The frequencies of condom use in the last sexual act with paying clients and non-paying partners were 57.1% and 36.3%, respectively. Any drug use was reported by 73.8% of participants, and among this subgroup, 20.5% had a history of injection drug use.

CONCLUSIONS

The prevalence of HIV was considerable among FSW particularly those who had a history of drug injection. A combination of prevention efforts addressing unsafe sex and injection are needed to prevent further transmission of HIV infection.

HIV and related risk behaviors among female sex workers in Iran: bias-adjusted estimates from the 2010 National Bio-Behavoral Survey

In a national, facility-based survey of female sex workers in 14 cities of Iran (N = 872), HIV prevalence was measured at 4.5 % (95 % CI, 2.4-8.3) overall and at 11.2 % (95 % CI, 3.4-18.9) for FSW with a history of injection drug use. Using methods to correct for biases in reporting sensitive information, the estimate of unprotected sex in last act was 35.8 %, ever injecting drugs was 37.6 %, sexually transmitted disease symptoms was 82.1 %, and not testing for HIV in the last year was 64.0 %. The amount of bias correction ranged from <1 to >30 %, in parallel with the level of stigma associated with each behavior. Considering the current upward trajectory of HIV infection in the Middle East and North Africa region, as well as the ongoing high level of risky behaviors and considerable underreporting of many such behaviors in surveys, bias corrections may be needed, especially in the context of Iran, to obtain more accurate information to guide prevention and care responses to stop the growing HIV epidemic in this vulnerable group of women.

HIV prevalence and related risk behaviors in men who have sex with men, Yemen 2011

Men who have sex with men (MSM) are at growing risk of HIV infection in many parts of the world; however, the epidemic has not been well explored among this population in most Arab countries. To estimate the prevalence of HIV and related risk behaviors among MSM in Yemen, we recruited 261 adult MSM from the port cities of Aden and Al-Hudaydah through venue- and facility-based sampling. Behavioral data were collected with a face-to-face questionnaire, and HIV status was determined by serological testing. HIV prevalence was 5.9 % (95 % CI 4.8-7.3). One-fourth (25.8 %, 95 % CI 20.7-31.5) had tested for HIV in the last year and received results; 27.8 % (95 % CI 22.5-33.7) had comprehensive knowledge about HIV; 20.0 % (95 % CI 15.8-25.0) reported condom use at last anal sex; and 31.4 % (95 % CI 25.9-37.3) reported that they or their sexual partner had a sexually transmitted disease symptom. Injecting drugs in the last year was reported by 0.8 % (95 % CI 0.1-9.2). Multiple risk behaviors, low HIV knowledge, few preventive behaviors, and HIV prevalence greater than 5 % denote a concentrated and potentially expanding HIV epidemic among MSM in Yemen. No time should be lost in intervening to prevent further expansion of the epidemic to levels already seen among MSM outside the Middle East.

HIV prevalence and related risk behaviours among prisoners in Iran: results of the national biobehavioural survey, 2009

Objectives

To estimate the prevalence of HIV and related risk behaviours among prisoners in Iran in 2009.

Methods

Using multistage random sampling, we recruited 5,530 prisoners from 27 prisons in Iran. Behavioural data were collected using a face-to-face questionnaire-based interview, and HIV status was determined by ELISA of dried blood spots. Weighted estimates were calculated based on the sampling probability and response rate.

Results

HIV prevalence was 2.1% (95% CI 1.2 to 3.6). One in eight prisoners (12.3%, 95% CI 8.0% to 16.6%) had been tested for HIV in the last year and received results, 20.5% (95% CI 15.1 to 27.4%) had comprehensive knowledge about HIV and 24.7% (95% CI 17.9% to 32.9%) reported condom use at last vaginal/anal sex in prison. Although 16.5% (95% CI 12.5% to 21.5%) acknowledged a lifetime history of drug injection, only 22 prisoners reported drug injection inside the prison in the month preceding the interview. Of note, 12.9% (95% CI 10.6% to 15.6%) had been tattooed in prison. There were significant associations between HIV prevalence and a history of drug injection (adjusted odds ratio (AOR): 7.8, 95% CI 4.7 to 13.2), tattooing (AOR: 2.1, 95% CI 1.1 to 4.2) and age over 30 years (AOR: 1.4, 95% CI 1.1 to 1.9).

Conclusions

Considerable HIV prevalence among prisoners is found in Iran. Expanding harm reduction programmes inside prisons with inclusion of sexual risk reduction programmes and post-release programmes will help directly prevent acquisition and transmission of infection inside prisons and indirectly slow onward transmission in the outside communities.

Early loss to follow-up and mortality of HIV-infected patients diagnosed after the era of antiretroviral treatment scale up: a call for re-invigorating the response in Iran

In Iran, the HIV/AIDS epidemic is growing during an era of scaling up the national surveillance system and antiretroviral therapy programs. We examined the early loss to follow-up and mortality rates in a retrospective cohort of 1495 HIV-infected patients by survival proportional hazard Cox model. We also conducted a data abstraction sub-study in a systematic random sample of 147 patients to assess the association between mortality and predictor factors. Overall, 17.3% patients were not seen after their first visit and 17.4% more were lost by 6 months. The overall mortality rate was 7.0 (95% CI 6.1-8.1) per 100 person-years. Moreover, crude mortality rate was higher in men (8.6) than in women (1.7), with an age-adjusted hazard ratio for men compared to women of 4.55 (95% CI 2.31-8.93). Lastly, history of tuberculosis and not being on antiretroviral therapy were significantly associated with higher mortality in the patient sub-sample.

HIV/STI risk among venue-based female sex workers across the globe: a look back and the way forward

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.

Bias analysis to improve monitoring an HIV epidemic and its response: approach and application to a survey of female sex workers in Iran

BACKGROUND

We present probabilistic and Bayesian techniques to correct for bias in categorical and numerical measures and empirically apply them to a recent survey of female sex workers (FSW) conducted in Iran.

METHODS

We used bias parameters from a previous validation study to correct estimates of behaviours reported by FSW. Monte-Carlo Sensitivity Analysis and Bayesian bias analysis produced point and simulation intervals (SI).

RESULTS

The apparent and corrected prevalence differed by a minimum of 1% for the number of 'non-condom use sexual acts' (36.8% vs 35.8%) to a maximum of 33% for 'ever associated with a venue to sell sex' (35.5% vs 68.0%). The negative predictive value of the questionnaire for 'history of STI' and 'ever associated with a venue to sell sex' was 36.3% (95% SI 4.2% to 69.1%) and 46.9% (95% SI 6.3% to 79.1%), respectively. Bias-adjusted numerical measures of behaviours increased by 0.1 year for 'age at first sex act for money' to 1.5 for 'number of sexual contacts in last 7 days'.

CONCLUSIONS

The 'true' estimates of most behaviours are considerably higher than those reported and the related SIs are wider than conventional CIs. Our analysis indicates the need for and applicability of bias analysis in surveys, particularly in stigmatised settings.