Overview and factors associated with pregnancies and abortions occurring in sex workers in Benin

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Study Justification:
– The study aims to understand the frequency and determinants of pregnancy and abortion among female sex workers (FSWs) in Benin.
– FSWs are at high risk of maternal mortality and morbidity (MMM) due to unintended pregnancies and abortions.
– Understanding these factors is important in order to meet the sexual and reproductive health needs of FSWs.
– Benin has the highest MMM rates in Africa, making this research particularly relevant in the local context.
Study Highlights:
– Data from two cross-sectional surveys conducted in 2013 and 2016 were merged to analyze the frequency and determinants of pregnancy and abortion among FSWs.
– The study found that 16.4% of FSWs reported at least one pregnancy during their sex work practice, with 42.3% of them having multiple pregnancies.
– The majority of pregnancies (67.6%) ended with an abortion.
– Factors associated with more pregnancies included younger age, longer duration in sex work, previous HIV testing, having a boyfriend, and not using condoms with him.
Recommendations for Lay Readers and Policy Makers:
– Improving access to various forms of contraception and safe abortion is crucial in reducing unintended pregnancies and MMM among FSWs in Benin.
– Policies and programs should focus on providing comprehensive sexual and reproductive health services to FSWs, including education on contraception, regular HIV testing, and promoting condom use.
– Efforts should be made to address the specific needs and vulnerabilities of FSWs, such as providing support for FSWs to negotiate condom use with clients and addressing social and economic factors that contribute to their risk.
Key Role Players:
– Government health departments and ministries responsible for sexual and reproductive health.
– Non-governmental organizations (NGOs) working on sexual and reproductive health and rights.
– Health professionals, including doctors, nurses, and counselors, who can provide comprehensive sexual and reproductive health services.
– Community organizations and peer educators who can reach out to FSWs and provide support and education.
– Researchers and academics who can contribute to evidence-based policies and interventions.
Cost Items for Planning Recommendations:
– Training and capacity building for healthcare providers and peer educators.
– Contraceptive supplies and safe abortion services.
– Outreach and awareness campaigns targeting FSWs.
– Research and data collection to monitor the impact of interventions.
– Monitoring and evaluation of programs and services.
– Collaboration and coordination between different stakeholders.
– Advocacy and policy development initiatives.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong. The study utilized data from two cross-sectional surveys conducted in 2013 and 2016, which included a total of 954 female sex workers (FSWs) in Benin. The study used robust statistical methods, including exploratory univariate analyses and multivariate Poisson regression models, to identify factors associated with pregnancy and abortion among FSWs. The study found that 16.4% of FSWs had at least one pregnancy during their sex work practice, with 42.3% of them having multiple pregnancies. The majority of pregnancies (67.6%) ended with an abortion. The study identified several factors associated with pregnancies, including younger age, longer duration in sex work, previous HIV testing, having a boyfriend, and not using condoms with him. The study concludes that improving access to contraception and safe abortion is crucial in reducing unintended pregnancies and maternal mortality and morbidity among FSWs in Benin. To improve the strength of the evidence, future studies could consider using a longitudinal design to better understand the temporal relationship between factors and outcomes. Additionally, expanding the sample size and including a control group of non-FSWs could enhance the generalizability of the findings.

Background: Behavioural and structural factors related to sex work, place female sex workers (FSWs) at high risk of maternal mortality and morbidity (MMM), with a large portion due to unintended pregnancies and abortions. In the African context where MMM is the highest in the world, understanding the frequency and determinants of pregnancy and abortion among FSWs is important in order to meet their sexual and reproductive health needs. Methods: Data from two Beninese cross-sectional surveys among FSWs aged 18+ (2013, N = 450; 2016, N = 504) were merged. We first performed exploratory univariate analyses to identify factors associated with pregnancy and abortion (p < 0.20) using Generalized Estimating Equations with Poisson regression and robust variance. Multivariate analyses first included all variables identified in the univariate models and backward selection (p ≤ 0.05) was used to generate the final models. Results: Median age was 39 years (N = 866). The proportion of FSWs reporting at least one pregnancy during sex work practice was 16.4%, of whom 42.3% had more than one. Most pregnancies ended with an abortion (67.6%). In multivariate analyses, younger age, longer duration in sex work, previous HIV testing, having a boyfriend and not using condoms with him were significantly (p < 0.05) associated with more pregnancies. Conclusion: One FSW out of five had at least one pregnancy during her sex work practice. Most of those pregnancies, regardless of their origin, ended with an abortion. Improving access to various forms of contraception and safe abortion is the key to reducing unintended pregnancies and consequently, MMM among FSWs in Benin.

We used data from two cross-sectional surveys conducted in 2013 and 2016 that recruited, respectively, 450 and 504 FSWs from numerous sex work sites across the country. The primary objective of these surveys was to describe the overall context of sex work in 11 cities or towns located in seven departments of Benin (Fig. 1) and its evolution over this three-year period, when we implemented an human immunodeficiency viruses (HIV) prevention and reproductive health intervention program aimed at FSWs. Map of Benin. Blue-colored areas represent the departments and cities of the project. Figure built using an empty map frame freely and openly available at http://www.carte-du-monde.net/pays-1007-carte-benin-vierge.html and modified using Microsoft® Word for Office 365 MSO (16.0.12624.20348) 64-bit, version 2003 Before the two data collection periods, a local team mapped the different sex work sites in Benin. This mapping allowed an exhaustive census of all important sex work sites in the country and enumerated the FSW population (details given elsewhere) [25]. Then, we used cluster sampling to select a representative sample of sex work sites in the intervention localities (Fig. ​(Fig.1).1). In a second phase, trained and experienced investigators visited each selected site. All FSWs (defined as women aged ≥18 years and selling sex for money or goods at the time of the study) present at each site were enrolled after having provided informed consent. This process was done in 2013 and 2016 until the projected sample size of at least 450 FSWs was reached for each year. Following the recruitment period, investigators administered a quantitative reproductive health questionnaire during face-to-face interviews with each participant. The same questionnaire was used for both cross-sectional surveys. The two outcomes of interest in the present study were the occurrence of at least one pregnancy and that of at least one abortion since the moment each participant started engaging in sex work. We explored three types of independent variables during our model selection process: 1) Socio-demographic characteristics (age, region, country of origin, religion, education, marital status, having a boyfriend, cohabitation with a sexual partner, the numbers of dependent individuals and the number of biological children); 2) Sexual behaviours (age at sexual debut, age at first sex work experience, number of years involved in sex work, number of clients during the last working day, number of clients during the last 7 days and money received for the last sexual relation); and 3) Information about the use of SRH prevention services and contraception methods (using at least once SRH prevention services during sex work practice, participating as peer educator in HIV and sexually transmitted infections (STI) preventions activities, being tested for HIV at least once during lifetime, currently using hormonal contraception, condom use with clients and boyfriends in the last 7 days). We evaluated the impact of merging databases from both surveys (2013 and 2016) as means to enhance the statistical power of our analysis and identified participants that may have contributed information to both surveys, in order to exclude one of their contributions or to consider repeated measures in the data analysis. Because no nominal information was disclosed in both surveys, we used aggregate socio-demographic characteristics to identify potential participants contributing information in both surveys. We explored eight different combinations of six variables stable across time (i.e. month and year of birth, country of origin, religion, education level, age at sexual debut and age at first sex work experience). Following merger, we carried out descriptive statistics using proportions for discrete variables and means with standard deviations for continuous variables. We then compared the population characteristics between both cross-sectional surveys. Ultimately, we used univariate and multivariate Poisson regression models to identify factors associated with our two outcomes of interest. We estimated adjusted prevalence ratios (aPR) and their 95% confidence intervals (95%CI) with generalized estimating equations (GEE) using a robust variance estimator to decrease the potential impact of a correlation matrix incorrectly specified, and a clustering effect related to the FSWs recruited at the same prostitution site. We also adjusted all the models for survey year (2013 or 2016) to account for potential variations in behavioural characteristics between both surveys. We used a two-step model selection process to choose our independent variables. First, variables associated with the occurrence of at least one pregnancy with p-values < 0.2 in the univariate analysis were automatically included in the multivariate model. Then, we removed the least associated variables until all p-values were ≤ 0.05. Similar analyses were carried out for the occurrence of abortion among women reporting at least one pregnancy during their sex work practice. We performed all the analyses using SAS 9.4 (SAS Institute, Cary, NC, USA). To diminish the potential impact of sensitive questions, the interviewers were trained on ethical issues. Each participant provided written informed consent prior to the interview and no nominal information was reported on the questionnaire. The study was approved by the ethics committee of the CHU de Québec – Université Laval (Québec, Canada) and by the National Health Research Ethics Committee in Benin.

The publication “Overview and factors associated with pregnancies and abortions occurring in sex workers in Benin” provides valuable insights into the reproductive health challenges faced by female sex workers (FSWs) in Benin. Based on the research findings, the following recommendations can be developed into innovations to improve access to maternal health for FSWs:

1. Innovative Contraception Programs: Develop comprehensive sexual and reproductive health programs specifically tailored to the needs of FSWs in Benin. These programs should focus on providing education, counseling, and affordable or free contraception options to reduce unintended pregnancies. Innovations could include mobile clinics that visit sex work sites, providing discreet and convenient access to contraception, or utilizing technology to deliver information and resources about contraception.

2. Safe Abortion Services: Innovate ways to increase awareness and utilization of safe abortion services among FSWs in Benin. This can be achieved through targeted outreach programs that provide accurate information about safe abortion procedures, reduce stigma, and ensure the availability and accessibility of safe abortion services. Innovations could include mobile clinics that offer safe abortion services, telemedicine options for remote consultations, or community-based support networks that connect FSWs with safe abortion providers.

3. Integrated HIV Prevention and Reproductive Health Interventions: Develop innovative approaches to integrate HIV prevention and reproductive health interventions for FSWs in Benin. This can include providing comprehensive sexual health education that addresses both HIV prevention and contraception, promoting consistent condom use through innovative distribution methods, and offering regular HIV testing and counseling services at sex work sites. Innovations could include peer-led education programs, mobile HIV testing units, or online platforms that provide information and resources for HIV prevention and reproductive health.

4. Culturally Sensitive Interventions: Innovate interventions that are culturally sensitive and address the unique challenges faced by FSWs in accessing maternal health services in Benin. This can include training healthcare providers on the specific needs of FSWs, creating non-judgmental and welcoming healthcare environments, and involving FSWs in the design and implementation of interventions. Innovations could include community-based health centers that are specifically tailored to the needs of FSWs, culturally appropriate educational materials, or peer support networks that provide guidance and advocacy.

By implementing these innovative approaches, access to maternal health for FSWs in Benin can be improved, leading to a reduction in unintended pregnancies and improved overall maternal health outcomes.
AI Innovations Description
Based on the research findings described in the publication “Overview and factors associated with pregnancies and abortions occurring in sex workers in Benin,” the following recommendation can be developed into an innovation to improve access to maternal health:

1. Improve access to contraception: The study found that a significant proportion of pregnancies among female sex workers (FSWs) in Benin ended in abortion. To reduce unintended pregnancies and subsequently improve maternal health, it is crucial to enhance access to various forms of contraception. This can be achieved by implementing comprehensive sexual and reproductive health programs that provide education, counseling, and affordable or free contraception options specifically tailored to the needs of FSWs.

2. Increase awareness and utilization of safe abortion services: The study revealed that a large number of pregnancies among FSWs in Benin resulted in abortions. To ensure the safety and well-being of FSWs, it is essential to promote awareness about safe abortion services and ensure their availability and accessibility. This can be done through targeted outreach programs, training healthcare providers on safe abortion procedures, and reducing the stigma associated with abortion.

3. Strengthen HIV prevention and reproductive health interventions: The study identified factors such as younger age, longer duration in sex work, and previous HIV testing that were associated with higher rates of pregnancies among FSWs. Integrating HIV prevention and reproductive health interventions can help address these factors and improve overall maternal health outcomes. This can include providing comprehensive sexual health education, promoting consistent condom use, and offering regular HIV testing and counseling services.

4. Tailor interventions to the specific needs of FSWs: The study highlighted the importance of considering socio-demographic characteristics, sexual behaviors, and access to sexual and reproductive health services when designing interventions for FSWs. To effectively improve access to maternal health, it is crucial to develop interventions that are culturally sensitive, non-judgmental, and address the unique challenges faced by FSWs in accessing healthcare services.

By implementing these recommendations, innovative approaches can be developed to improve access to maternal health for female sex workers in Benin, ultimately reducing unintended pregnancies and improving overall maternal health outcomes.
AI Innovations Methodology
To simulate the impact of the main recommendations on improving access to maternal health, the following methodology can be employed:

1. Design a comprehensive sexual and reproductive health program: Develop a program that includes education, counseling, and affordable or free contraception options specifically tailored to the needs of female sex workers (FSWs) in Benin. This program should aim to improve access to contraception and reduce unintended pregnancies among FSWs.

2. Implement the program: Roll out the sexual and reproductive health program in collaboration with local healthcare providers, NGOs, and community organizations. Ensure that the program is accessible to FSWs by establishing clinics or mobile health units in areas where FSWs are concentrated.

3. Monitor program implementation: Track the number of FSWs accessing the program, the types of contraception utilized, and the frequency of contraceptive use. Monitor the uptake of safe abortion services and assess the impact of the program on reducing unintended pregnancies and abortions among FSWs.

4. Evaluate program outcomes: Analyze the data collected to assess the effectiveness of the program in improving access to maternal health. Calculate the reduction in unintended pregnancies and abortions among FSWs and compare these rates to the pre-program period. Evaluate the program’s impact on maternal health outcomes, such as maternal mortality and morbidity rates.

5. Adjust and refine the program: Based on the evaluation findings, make any necessary adjustments to the program to further improve access to maternal health for FSWs. This may include expanding the program’s reach, addressing barriers to access, or modifying the education and counseling components based on feedback from FSWs.

6. Scale up the program: If the program proves successful in improving access to maternal health for FSWs, consider scaling it up to reach a larger population of FSWs in Benin. Collaborate with government agencies, international organizations, and other stakeholders to secure funding and support for program expansion.

By following this methodology, the impact of the main recommendations can be simulated and evaluated, leading to evidence-based improvements in access to maternal health for FSWs in Benin.

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