Sexual violence and eclampsia: Analysis of data from demographic and health surveys from seven low-and middle-income countries

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Study Justification:
This study aimed to assess the association between lifetime exposure to intimate partner sexual violence and eclampsia in low- and middle-income countries. While previous research has shown the impact of sexual violence on women’s health, the relationship with obstetric complications is not well understood. By examining data from demographic and health surveys in seven countries, this study provides valuable insights into the potential risk of eclampsia associated with sexual violence.
Highlights:
– The study found that self-reported experience of sexual violence ranged from 3.7% to 9.2% across the seven countries.
– The prevalence of women reporting signs and symptoms suggestive of eclampsia ranged from 0.7% to 14.3%.
– The analysis showed that reported sexual violence was associated with a 2-fold increased odds of signs and symptoms suggestive of eclampsia.
– The association between sexual violence and eclampsia was particularly strong in Afghanistan and India.
– Accurate counseling by healthcare providers during antenatal care consultations may be crucial in preventing adverse outcomes during pregnancy.
Recommendations:
– Raise awareness: Policy makers should prioritize raising awareness about the high risk of sexual violence faced by women and girls in low- and middle-income countries.
– Strengthen healthcare services: Efforts should be made to improve access to antenatal care and institutional birth, as well as empower women to make decisions about their own healthcare.
– Training for healthcare providers: Healthcare providers should receive training on identifying and addressing the needs of women who have experienced sexual violence, particularly during antenatal care consultations.
– Support services: Adequate support services should be made available to survivors of sexual violence, including counseling and legal assistance.
Key Role Players:
– Policy makers: Responsible for implementing policies and allocating resources to address the issue of sexual violence and its association with eclampsia.
– Healthcare providers: Play a crucial role in providing accurate counseling and support to women during antenatal care consultations.
– NGOs and advocacy groups: Can contribute by raising awareness, providing support services, and advocating for policy changes.
– Researchers and academics: Can continue to conduct research and provide evidence-based recommendations to inform policies and interventions.
Cost Items for Planning Recommendations:
– Training programs for healthcare providers: Budget for developing and implementing training programs to educate healthcare providers on identifying and addressing the needs of survivors of sexual violence.
– Support services: Allocate funds for establishing and maintaining support services for survivors, including counseling and legal assistance.
– Awareness campaigns: Budget for raising awareness about sexual violence and its association with eclampsia through various channels, such as media campaigns and community outreach programs.
– Research and evaluation: Allocate resources for further research and evaluation to monitor the effectiveness of interventions and inform future policies and programs.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong, but there are some areas for improvement. The study used data from seven Demographic and Health Surveys (DHS) from low- and middle-income countries, which provides a large sample size and enhances the generalizability of the findings. The study also conducted both unadjusted and adjusted analyses, which strengthens the validity of the results. However, the abstract does not provide specific details about the methods used for data collection and analysis, such as the sampling strategy and statistical tests employed. Additionally, the abstract does not mention any limitations of the study, which is important for assessing the overall strength of the evidence. To improve the strength of the evidence, the authors should provide more information about the study design, data collection methods, and statistical analyses. They should also discuss any limitations of the study, such as potential biases or confounding factors, which would help readers interpret the findings more accurately.

Background Scientific literature has provided clear evidence of the profound impact of sexual violence on women’s health, such as somatic disorders and mental adverse outcomes. However, consequences related to obstetric complications are not yet completely clarified. This study aimed to assess the association of lifetime exposure to intimate partner sexual violence with eclampsia. Methods We considered all the seven Demographic and Health Surveys (DHS) that included data on sexual violence and on signs and symptoms suggestive of eclampsia for women of reproductive age (15-49 years). We computed unadjusted and adjusted odds ratios (OR) to evaluate the risk of suggestive eclampsia by ever subjected to sexual violence. A sensitivity analysis was conducted restricting the study population to women who had their last live birth over the 12 months before the interview. Results Self-reported experience of sexual violence ranged from 3.7% in Mali to 9.2% in India while prevalence of women reporting signs and symptoms compatible with eclampsia ranged from 14.3% in Afghanistan to 0.7% in the Philippines. Reported sexual violence was associated with a 2-fold increased odd of signs and symptoms suggestive of eclampsia in the pooled analysis. The sensitivity analysis confirmed the strength of the association between sexual violence and eclampsia in Afghanistan and in India. Conclusions Women and girls in low-and-middle-income countries are at high risk of sexual violence, which may represent a risk factor for hypertensive obstetric complication. Accurate counseling by health care providers during antenatal care consultations may represent an important opportunity to prevent adverse outcomes during pregnancy.

DHS are nationally representative random household surveys covering several indicators of population, with particular focus on maternal and child health [30]. All or ever-married women of reproductive age (15-49 years) are the target population in most DHS surveys. DHS guidelines are designed to maximize safety and disclosure, including interviewing only one woman per household, and maintaining complete privacy during the interview [31]. Questionnaire are translated into major local languages and data are collected via face-to-face interviews by trained personnel. In order to maximize the information comparability across countries, the core content for every round of DHS is standard and includes a complete birth and death history for the children of each eligible woman. Additional questions related to pregnancy complications may also be adopted by countries from the survey questionnaire on antenatal, childbirth and postnatal care. Several countries comprise a specific questionnaire module on exposure to intimate partner violence (IPV), which is measured by binary indicators of physical, sexual, and emotional violence [32]. Information about IPV is collected with no-one else in the household aware that this was done. The violence module is an abbreviated and modified version of the Conflict Tactics Scale [33], which classifies specific acts like “twisting your arm” as physical, emotional, or sexual violence. Ever having experienced any form of violence by their husband or partner and by their most recent husband or partner is respectively obtained from married/cohabiting and formerly married/cohabiting women [32]. Our analysis included only the most recent surveys in these countries presenting data on both IPV and reported life-threatening obstetric complications during birth of the last infant, thus limiting our analysis to one birth per woman. We pooled all the seven DHS national data sets into one cross-sectional data set containing 247 140 women of reproductive age. We excluded data on girls under the age of 15 and on women not interviewed for domestic violence because of reasons like not meeting eligibility criteria (n = 65 275). For our analysis we only considered the latest pregnancy that occurred within the three years prior to the survey, thus excluding 129 078 women; after excluding records with missing data on convulsions (n = 1429) and on covariates of interest (n = 406) as well as twin pregnancies [34] (n = 204), the final analysis consisted of 50 748 individuals (Figure 1). Study participants flowchart. We used women self-reported occurrence of convulsions not caused by fever as a proxy for the outcome (eclampsia) and women self-reported sexual violence by the partner as the exposure. As indicated by the World Health Organization [35], Intimate Partner Violence (IPV) refers to ongoing or past violence and abuse by an intimate partner or ex-partner – a husband, boyfriend or lover, either current or past. Women may suffer several types of violence by a male partner: physical violence, emotional/psychological abuse, controlling behaviours, and sexual violence. The index pregnancy corresponds with the closest pregnancy to the DHS interview in case of multiple pregnancies women. We explored several covariates. Maternal age was categorized into three groups, from age 15 to age 24, from age 25 to age 36, and from age 37 to age 49; place of residence was split into urban and rural settings; a wealth index based on asset-ownership and household characteristics data (categorized using the quintiles “poorest”, “poorer”, “middle”, “richer”, and “richest”) was considered as a proxy for socio-economic status [36]. As for literature [37], both maternal and partner’s educational attainment were included after classification in “no education”, “primary”, “secondary”, and “higher”. In consideration of the reported strong association with both maternal hypertensive complications and violence, access to antenatal care and institutional birth as well as self-decision for her own health care (proxy for woman empowerment) were explored [38-40]. We did not consider intendedness of pregnancy as it lies on the causal pathway. Finally, maternal employment status (“employed” and “unemployed”) and birth order categorized in “first birth” and “latter birth” [31] were investigated. We considered all these variables as potential confounders and adjusted for them when assessing the association between eclampsia and sexual violence (Figure 2) [38-42]. Directed acyclic graph for a proposed causal framework in the association between sexual violence and eclampsia. We use counts and percentages to describe the prevalence of eclampsia and sexual violence by DHS countries. We also described the distribution of reported sexual violence by each covariate. We evaluated the prevalence of eclampsia and sexual violence across the levels of the covariates in the analysis using crosstabulations and computed the χ2 or Fisher exact and trend P value tests. Then, to evaluate the risk of suggestive eclampsia by ever subjected to sexual violence we computed unadjusted and adjusted odds ratios (OR) for each country and for the pooled sample. We used a logistic regression. For multivariable analysis, we adjusted for (maternal age, residence, wealth, maternal and partner education, access to ANC and institutional birth, decision making on own health, and parity) and explored the interactions between the occurrence of sexual violence and parity. Considering the lack of information on the exact timing of sexual violence, we conducted a sensitivity analysis restricting our study population to women who had their last live birth over the 12 months before the interview. Finally, we explored between and within countries heterogeneity for the pooled association between eclampsia and sexual violence and used a nonlinear mixed logistic random effect model to control for the within-country correlation [43]. Confidence interval were calculated using bootstrap technique, based on person-to-person variability (eg, Neyman-Pearson null hypothesis). We used Stata v13.1 SE (StataCorp LP, College Station, Texas, USA) [44] for statistical analysis. This study used existing data obtained from ORC Macro through formal request mechanisms. No additional ethical review for the secondary analysis was required since each country and the institutional review board of ORC Macro (Calverton, MD, USA) approved the DHS data collection procedures.

Based on the provided description, here are some potential innovations that could be used to improve access to maternal health:

1. Mobile Health (mHealth) Applications: Develop mobile applications that provide accurate and accessible information on maternal health, including information on sexual violence and its impact on obstetric complications. These apps can be easily accessed by women in low-and-middle-income countries, providing them with essential knowledge and resources.

2. Telemedicine: Implement telemedicine services that allow pregnant women to consult with healthcare providers remotely. This can help overcome barriers to accessing healthcare, particularly in rural areas where healthcare facilities may be limited. Telemedicine can provide counseling and support to women who have experienced sexual violence and help prevent adverse outcomes during pregnancy.

3. Community Health Workers: Train and deploy community health workers who can provide education, counseling, and support to pregnant women in their communities. These workers can raise awareness about the impact of sexual violence on maternal health and provide guidance on seeking appropriate care.

4. Strengthening Healthcare Systems: Improve the capacity and resources of healthcare systems in low-and-middle-income countries to address maternal health issues, including sexual violence. This can involve training healthcare providers on identifying and addressing the needs of women who have experienced sexual violence, as well as ensuring the availability of necessary medical and psychological support services.

5. Policy and Advocacy: Advocate for policies and legislation that address sexual violence and its impact on maternal health. This can include promoting comprehensive sexual education, implementing laws to prevent and respond to sexual violence, and ensuring access to quality healthcare services for survivors.

These innovations can help improve access to maternal health by addressing the specific challenges faced by women who have experienced sexual violence. By providing information, support, and resources, these innovations can contribute to preventing adverse outcomes during pregnancy and improving overall maternal health outcomes.
AI Innovations Description
Based on the information provided, the recommendation to improve access to maternal health is to provide accurate counseling by healthcare providers during antenatal care consultations. This counseling should specifically address the risk factors and potential adverse outcomes associated with sexual violence, which has been found to be a risk factor for hypertensive obstetric complications such as eclampsia. By providing comprehensive information and support to women and girls in low- and middle-income countries who are at high risk of sexual violence, healthcare providers can help prevent adverse outcomes during pregnancy.
AI Innovations Methodology
Based on the provided description, here are some potential recommendations to improve access to maternal health:

1. Increase awareness and education: Develop comprehensive educational programs to raise awareness about sexual violence and its impact on maternal health. This can include community outreach programs, workshops, and campaigns to educate women, families, and healthcare providers about the risks and consequences of sexual violence during pregnancy.

2. Strengthen antenatal care services: Enhance antenatal care services to include routine screening for intimate partner violence (IPV) and provide appropriate support and counseling for women who have experienced sexual violence. This can help identify at-risk women and provide them with the necessary resources and referrals for further assistance.

3. Improve healthcare provider training: Provide training for healthcare providers on how to identify and respond to cases of sexual violence during pregnancy. This can include training on trauma-informed care, effective communication, and referral pathways to support services for survivors of sexual violence.

4. Enhance collaboration between healthcare and support services: Foster collaboration between healthcare providers, social workers, and support services to ensure a coordinated and holistic approach to addressing the needs of women who have experienced sexual violence during pregnancy. This can involve establishing referral networks and protocols for seamless care and support.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Baseline data collection: Collect data on the current state of access to maternal health services, including rates of sexual violence during pregnancy, utilization of antenatal care, and maternal health outcomes.

2. Intervention implementation: Implement the recommended interventions in selected communities or healthcare facilities. This can involve training healthcare providers, conducting awareness campaigns, and strengthening support services.

3. Monitoring and evaluation: Monitor the implementation of the interventions and collect data on key indicators, such as changes in rates of sexual violence, utilization of antenatal care, and maternal health outcomes. This can be done through surveys, interviews, and medical record reviews.

4. Data analysis: Analyze the collected data to assess the impact of the interventions on improving access to maternal health. This can involve comparing pre- and post-intervention data, conducting statistical analyses, and identifying trends and patterns.

5. Interpretation and dissemination: Interpret the findings of the data analysis and disseminate the results to relevant stakeholders, including healthcare providers, policymakers, and community members. This can help inform future decision-making and guide further efforts to improve access to maternal health.

6. Continuous improvement: Use the findings from the evaluation to refine and improve the interventions. This can involve making adjustments to the implementation strategies, addressing any identified challenges or gaps, and scaling up successful interventions to reach a wider population.

By following this methodology, it is possible to simulate the impact of the recommended interventions on improving access to maternal health and inform evidence-based decision-making for future interventions.

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