Prevalence and management of ectopic and molar pregnancies in 17 countries in Africa and Latin America and the Caribbean: a secondary analysis of the WHO multi-country cross-sectional survey on abortion.

INTRODUCTION: There are limited global data on ectopic pregnancy (EP) and molar pregnancy (MP), making it important to understand their epidemiology and management across different regions. Our study aimed to describe their prevalence for both conditions, severity of their complications and management among women in selected health facilities across 17 countries in Africa and Latin America and the Caribbean (LAC). METHODS: This is a secondary analysis of the WHO multi-country survey on abortion. Data were collected from 280 healthcare facilities across 11 countries in Africa and 6 in LAC. Sociodemographic information, signs and symptoms, management and clinical outcomes were extracted from medical records. Facility-level data on post-abortion care (PAC) capabilities were also collected, and facilities were classified accordingly. χ2 or Fisher's exact tests were used to compare categorical data. RESULTS: The total number of women with EP and MP across both regions was 9.9% (2 415/24 424) where EP accounted for 7.8% (1 904/24 424) and MP for 2.1% (511/24 424). EP presented a higher severity of complications than MP. At admission, 49.8% of EP had signs of peritoneal irritation. The most common surgical management for EP was laparotomy (87.2%) and for MP, uterine evacuation (89.8%). Facilities with higher scores in infrastructure and capability to provide PAC more frequently provided minimal invasive management using methotrexate/other medical treatment (34.9%) and laparoscopy (5.1%). CONCLUSION: In Africa and LAC, EP and MP cause significant maternal morbidity and mortality. The disparity in the provision of good quality care highlights the need to strengthen the implementation of evidence-based recommendations in the clinical and surgical management of EP and MP.

Socioeconomic inequalities of pregnancy termination among reproductive age women in Bangladesh: a decomposition analysis using demographic and health survey.

OBJECTIVES: Undergoing women of pregnancy termination (PT) significantly faces the problem of physical and mental health. This study aims to assess the prevalence and socioeconomic disparity factors of PT in Bangladesh. This study analyzed data from the 2017-18 Bangladesh Demographic and Health Survey. Researchers employed chi-square tests to identify relationships between categorical variables and logistic regression to pinpoint factors associated with PT. To assess the socioeconomic variation of PT, the analysis utilized concentration curves, concentration indices, and decomposition techniques. RESULTS: The study found that 21.0% of reproductive-aged women in Bangladesh had ever terminated a pregnancy. Our study revealed that women from Chittagong and Sylhet regions, with wealthier backgrounds, aged 30 or older, employed in business, taking short birth intervals, and whose husband/partner was 35 or older, were more likely to have had a pregnancy termination with statistical significance (p < 0.05). Besides, concentration curves showed a higher prevalence of PT among wealthier women (CCI = 0.029, p < 0.001). Decomposition of this inequality revealed that a woman's wealth status was the largest contributor (74.98%) to the observed disparities, followed by exposure to mass media (41.82%), place of residence (34.35%), occupation (24.81%), and preceding birth interval (6.53%). Our study recommended that, in mitigating the above disparities, we should foster open discussions about underlying factors contributing to PT in Bangladesh.

Association of different types of abortions with neonatal outcomes in subsequent pregnancy.

Background: Abortion is an important issue that concerns all women. It holds great significance to investigate the correlation between various types of abortion histories and the neonatal outcomes of subsequent pregnancies. Methods: This retrospective cohort study included pregnant women who gave birth to singleton live-born in Shanghai First Maternity and Infant Hospital from 2016 to 2020 (n = 75 773). Women with a history of abortion, including spontaneous abortion (SAB) and induced abortion (IA), were included in the exposed group, and the remaining were included in the unexposed group. The main outcomes were birthweight and preterm birth in the subsequent pregnancy. Logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (95% CIs) for the association of maternal abortion history with birthweight and risk of preterm birth in subsequent pregnancy. Results: Women who have experienced SAB history had an increased risk of delivering very low birth weight (VLBW) and preterm birth children, with (OR = 1.63, 95% CI = 1.15-2.32; OR = 1.38, 95% CI = 1.07-1.79). However, women with a history of IA were at greater risk of macrosomia (OR = 1.16; 95% CI = 1.06-1.27). We also observed that the likelihood of delivering a VLBW baby was heightened by the number of SAB occurrences (OR = 0.87, 95% CI = 0.54-1.38; OR = 1.84, 95% CI = 1.01-3.36, OR = 5.71, 95% CI = 3.21-10.15). Conclusions: Our study indicates that pregnant women with a history of SAB are at an increased risk of delivering VLBW infants and experiencing preterm labour. The risk is positively associated with the number of SABs. Conversely, women with a history of IA are more likely to deliver macrosomic infants.

Online Medication Abortion Direct-to-Patient Fulfillment Before and After the Dobbs v Jackson Decision.

Importance: Online pharmacies have emerged as stakeholders in abortion care since the US Food and Drug Administration (FDA) relaxed in-person dispensing requirements in 2020. The role of online pharmacies in dispensing abortion medications following the Dobbs v Jackson Women's Health Organization decision on June 24, 2022, is understudied. Objective: To describe medication abortion prescription fulfillment patterns for 1 online pharmacy 1 year before and after the Dobbs v Jackson decision, considering patient, prescriber, and state policy characteristics. Design, Setting, and Participants: This cross-sectional study assesses deidentified medication abortion prescription fulfilment data from 1 online pharmacy. Prescribers sent prescription requests to the online pharmacy, which dispensed abortion medications to patients by mail. The study sample included prescription requests fulfilled by the online pharmacy between June 20, 2021, and June 24, 2023, for patients aged at least 18 years who received the combined medication abortion regimen. Data were analyzed from July 2023 to July 2024. Exposures: The US Supreme Court Dobbs v Jackson decision on June 24, 2022. Main Outcomes and Measures: Patient and prescriber characteristics are described, including patient age, state to which the prescription was sent, medications prescribed, and prescribing prescriber's clinic care modality (in-person only, hybrid [in-person and virtual], and virtual only). States were grouped according to the Guttmacher Institute classification of policy support for abortion (most or very supportive, somewhat supportive, and somewhat restrictive). Fulfillment trends were disaggregated by prescriber modality and state policy environment; 2 states with similar telehealth but differing coverage policies (Illinois and Colorado) were compared. Results: The dataset included 87 942 observations. Most prescriptions were sent to individuals younger than 30 years (57.1%), with a mean (SD) age of 28.7 (6.4) years. Throughout the study period, the greatest volume of prescription requests came from states with most or very supportive policies and from prescribers at virtual-only platforms. More prescriptions were sent in the year after Dobbs v Jackson (daily mean [SD], 88.5 [47.2] prescriptions in March 2022 vs 201.5 [97.5] prescriptions in March 2023) with fulfillment spikes following the Dobbs v Jackson leak on May 2, 2022, and decision on June 24, 2022. State policy contexts mirrored the overall trends, while prescriber modality trends were unique, with a big spike in fulfillment at 12 weeks after the Dobbs v Jackson decision for hybrid clinics compared with in-person-only clinics and telehealth-only platforms, which saw their largest spikes in mean daily prescription fulfillment the week immediately after Dobbs v Jackson. Illinois and Colorado had similar fulfillment trends, with spikes immediately following the Dobbs v Jackson decision and overall higher fulfillment after Dobbs v Jackson, with a daily mean (SD) of 10.5 (7.0) prescriptions in Illinois and 8.8 (5.7) prescriptions in Colorado in March 2022 versus 26.6 (13.6) prescriptions in Illinois and 16.7 (10.1) prescriptions in Colorado in March 2023. Conclusions and Relevance: These findings illustrate the increasingly critical role online pharmacies play in direct-to-patient abortion care provision in the US and the strong linkages between virtual-only prescribers and online pharmacies. These findings suggest that barriers to accessing online pharmacies for abortion care should be removed.

Detecting and Dating Early Non-live Pregnancy Outcomes: Generation of a Novel Pregnancy Algorithm From Norwegian Linked Health Registries.

PURPOSE: Pregnancies ending before gestational week 12 are common but not notified to the Medical Birth Registry of Norway. Our goal was to develop an algorithm that more completely detects and dates all possible pregnancy outcomes (i.e., miscarriages, elective terminations, ectopic pregnancies, molar pregnancies, stillbirths, and live births) by using diagnostic codes from primary and secondary care registries to complement information from the birth registry. METHODS: We used nationwide linked registry data between 2008 and 2018 in a hierarchical manner: We developed the UiO pregnancy algorithm to arrive at unique pregnancy outcomes, considering codes within 56 days as the same event. To estimate the gestational age of pregnancy outcomes identified in the primary and secondary care registries, we inferred the median gestational age of pregnancy markers (45 ICD-10 codes and 9 ICPC-2 codes) from pregnancies registered in the medical birth registry. When no pregnancy markers were available, we assigned outcome-specific gestational age estimates. The performance of the algorithm was assessed by blinded clinicians. RESULTS: Using only the medical birth registry, we identified 649 703 pregnancies, including 1369 (0.2%) miscarriages and 3058 (0.5%) elective terminations. With the new algorithm, we detected 859 449 pregnancies, including 642 712 live-births (74.8%), 112 257 miscarriages (13.1%), 94 664 elective terminations (11.0%), 6429 ectopic pregnancies (0.7%), 2564 stillbirths (0.3%), and 823 molar pregnancies (0.1%). The median gestational age was 10+1 weeks (IQR 10+0-12+2) for miscarriages and 8+0 weeks (IQR 8+0-9+6) for elective terminations. Gestational age could be inferred using pregnancy markers for 66.3% of miscarriages and 47.2% of elective terminations. CONCLUSION: The UiO pregnancy algorithm improved the detection and dating of early non-live pregnancy outcomes that would have gone unnoticed if relying solely on the medical birth registry information.

Longitudinal Impact of Dobbs v Jackson Women's Health Organization on Abortion Service Delivery in Ohio, 2022‒2023.

Objectives. To assess the impact of Ohio's abortion policy changes on abortion provision following Dobbs v Jackson Women's Health Organization. Methods. We analyzed quantitative and write-in responses from an ongoing survey of 6 abortion facilities in Ohio for 3 time periods: January‒June 2022 (pre-Dobbs), July‒September 2022 (6-week ban in effect), and October 2022‒June 2023 (post-Dobbs, ban blocked). We disaggregated counts by method, gestation, and state of residence. Results. Following Dobbs, Ohio banned abortions after detection of embryonic cardiac activity, and monthly abortion provision decreased 56%. Several months after the ban was lifted, monthly abortion means exceeded pre-Dobbs means. The percentage of patients from out of state increased over time. Conclusions. The post-Dobbs enactment of a restrictive abortion ban drastically reduced availability of reproductive health care in Ohio. Nevertheless, Ohio remained an important destination for patients from surrounding states with abortion restrictions. Public Health Implications. Gestational bans decrease access to necessary health care; instead, states like Ohio should work to eliminate barriers to abortion care to support the health and well-being of people in their own and surrounding states. (Am J Public Health. 2024;114(10):1034-1042. https://doi.org/10.2105/AJPH.2024.307775).

Prevalence of pregnancy termination and associated factors among married women in Papua New Guinea: A nationally representative cross-sectional survey.

BACKGROUND: Pregnancy termination or induced abortion is not decriminalized, and access to safe abortion services is largely unavailable in Papua New Guinea (PNG). However, the practice is common throughout the country. This study aimed to estimate the prevalence and determine factors associated with pregnancy termination among married women aged 15-49 years in PNG. METHODS: Secondary data from the 2016-2018 PNG Demographic and Health Survey (PNGDHS) was used. A total weighted sample of 6,288 married women were included. The Complex Sample Analysis method was used to account for the cluster design and sample weight of the study. Chi-square tests and multivariable logistic regression were used to assess factors associated with pregnancy termination. Adjusted odds ratios (aORs) with 95% Confidence Intervals (CIs) were reported. RESULTS: The prevalence of pregnancy termination was 5.3%. Nearly half (45.2%) of all pregnancy terminations occurred in the Highlands region. Women aged 35-44 years (aOR = 8.54; 95% CI: 1.61-45.26), not working (aOR = 6.17; 95% CI: 2.26-16.85), owned a mobile phone (aOR = 3.77; 95% CI: 1.60-8.84), and lived in urban areas (aOR = 5.66; 95% CI: 1.91-16.81) were more likely to terminate a pregnancy. Women who experienced intimate partner violence (IPV) were 2.27 times (aOR = 2.27; 95% CI: 1.17-4.41) more likely to terminate a pregnancy compared to those who did not experience IPV. Women with unplanned pregnancies were 6.23 times (aOR = 6.23; 95% CI: 2.61-14.87) more likely to terminate a pregnancy. Women who knew about modern contraceptive methods and made independent decisions for contraceptive use were 3.38 and 2.54 times (aOR = 3.38; 95% CI: 1.39-8.18 and aOR = 2.54; 95% CI: 1.18-5.45, respectively) more likely to terminate a pregnancy. CONCLUSION: The findings highlight the role of sociodemographic and maternal factors in pregnancy termination among married women in PNG. Efforts aimed at reducing unplanned pregnancies and terminations should focus on comprehensive sexual and reproductive health education and improving easy access to contraceptives for married couples. Post-abortion care should also be integrated into the country's legal framework and added as an important component of existing sexual and reproductive health services.

Pregnancy termination and determinant factors among women of reproductive age in Kenya, evidence from Kenyan Demographic and Health Survey 2022: Multilevel analysis.

BACKGROUND: Pregnancy termination is one of the common causes of maternal mortality, particularly in developing countries, and remains a global public health concern despite the efforts made to enhance maternal healthcare services. Maternal mortality is still the highest in sub-Saharan Africa, including Kenya, due to pregnancy termination. OBJECTIVES: This study aimed to investigate the current burden of pregnancy termination and its determinants among reproductive-age women in Kenya. DESIGN: A cross-sectional study design with multilevel analysis. METHODS: The total weighted samples of 19,530 women of reproductive age were included in this study. The data were taken from the Kenyan Demographic and Health Survey 2022. A multilevel multivariable logistic regression model was used to identify the determinant factors of pregnancy termination. In the multivariable multilevel analysis, the adjusted odds ratio (AOR) with a 95% confidence interval (CI) was used to declare significant determinants of pregnancy termination among women of reproductive age. RESULTS: The overall prevalence of pregnancy termination among women of reproductive age in Kenya was 14.19%. The determinant factors associated with pregnancy termination were the age of the women; as age increased, the risk of pregnancy termination increased, 25-29 years (AOR = 2.23; 95 CI (1.08-4.60)), 30-34 years (AOR = 2.98; 95% CI (1.43-6.18)), 35-39 years (AOR = 3.24; 95% CI (1.55-6.76)), 40-44 years (AOR = 4.57; 95% CI (2.16-9.68)), 45- 49 years (AOR = 5.16; 95% CI (2.33-9.98)); marital status: married (AOR = 5.63; 95% CI (3.08-10.29)), ever married (AOR = 5.05; 95% CI (2.74-9.33)); wealth index: richest (AOR = 1.32; 95% CI (1.05-1.63)); employment status: employed (AOR = 1.23; 95% CI (1.09-1.38)); preceding birth interval: greater than 24 months (AOR = 1.21; 95% CI (1.06-1.38)); urban residence (AOR = 1.25; 95% CI (1.06-1.46)); and Islamic followers (AOR = 1.64; 95% CI (1.31-2.06)). CONCLUSION: Pregnancy termination among women of reproductive age in Kenya has become an important public health concern. Policymakers and other stakeholders should focus on maternal healthcare service programs to prevent the termination of pregnancy. The determinant factors are an important input to developing strategies to improve the accessibility of maternal healthcare services in the country.

Health care providers`attitude and associated factors to safe abortion in Ethiopia, 2023: A systematic review and meta-analysis.

BACKGROUND: In sub-Saharan Africa, the number of maternal deaths due to unsafe abortions has been gradually rising. In Ethiopia, unplanned pregnancies contribute to 25% of births, accounting for 6%-9% of the maternal deaths resulting from unsafe abortions. Despite several disjointed cross-sectional studies that have been carried out in the past, there is no comprehensive data on the attitudes of healthcare practitioners and other related aspects regarding safe abortion in Ethiopia. This study attempted to measure pooled health care providers' attitudes and determinants of safe abortion in Ethiopia. METHODS: African Journals Online, Medline/PubMed, EMBASE, Science Direct, Hinari, and Google Scholar were the databases that were accessed. The studies were evaluated critically by using the Joanna Briggs Critical Appraisal methods. The study followed the recommendations set forth by Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA). Data were extracted in an Excel spreadsheet and imported to STATA versions 17 software for meta-analysis. The random- effects model was used to pooled the health care providers' attitudes toward safe abortion. Heterogeneity between studies was evaluated using the Cochrane Q-test and I2 statistics (I squared statistics). To evaluate publication bias, egger's tests and funnel plots were employed. Forest plot was used to present the odds ratio (OR) with a 95% confidence interval. RESULTS: In this review and meta-analysis, a total of eight papers with a 2,826 sample size were considered. Overall, 65.49% of Ethiopian health care professionals had a positive attitude towards safe abortion (95%CI: 49.64, 81.34; I2 = 99.20%, P = 0.000). Knowledge of the abortion law (OR = 2.25, 95% CI: 1.06, 3.43), being a male provider (OR = 1.89, 95% CI: 1.23, 2.54), receiving training on abortion (OR = 2.91, 95% CI: 1.17, 4.65), working as a midwife (OR = 3.029, 95% CI: 1.605, 4.453) and practicing abortion procedures (OR = 2.55, 95% CI: 1.32, 3.78) were positively associated with the attitudes of the providers regarding safe abortion in Ethiopia. CONCLUSION: In Ethiopia, there was a low pooled prevalence of positive attitude towards safe abortion. Safe abortion services in Ethiopia are more likely to be viewed favorably by health care professionals who have received abortion service training and are familiar with abortion laws. As a result, it is imperative that all healthcare facilities and other relevant parties ensure that health professionals receive training on safe abortion services and are aware of Ethiopia's abortion laws.

Induced abortion incidence and associated factors in a cohort of women living with HIV in Rio De Janeiro, Brazil, 1996-2016.

BACKGROUND: Abortion is a public health problem in Latin America and is more common among women living with HIV. OBJECTIVE: to verify the incidence and factors associated with induced abortion in a cohort of women living with HIV assisted in a reference service for care for individuals with HIV/AIDS in Rio de Janeiro/Brazil. METHODS: Prospective cohort during the period 1996-2016. We estimated the incidence of induced abortions during follow-up in the cohort by calculating person-time incidence rates [per 100 persons-years (PY)] and investigated the factors associated with the outcome "induced abortion" using a generalized linear mixed model. RESULTS: 753 women and 210 pregnancies were included in the present analysis. We estimated an induced abortion incidence rate of 0.68/100 persons-years (95% confidence interval [CI]: 0.47; 0.94) in the study period, with a significant reduction after 2006. The main factors associated with an induced abortion were currently living with a partner (adjusted OR [AdjOR] 0.32 95% CI: 0.10-0.98), number of children (2 children AdjOR 0.12, 95% CI: 0.02-0.95) and the type of antiretroviral treatment used (regimen without Efavirenz: AdjOR: 0.11, 95% CI 0.02-0.70). CONCLUSIONS: We showed a significant reduction in the incidence of induced abortions in a cohort of women living with HIV in Rio de Janeiro, Brazil, probably due to a decrease in the incidence of pregnancies observed in the same period. The factors associated with a lower occurrence of induced abortion suggest a good integration between the clinical and reproductive assistance offered to those women.

Contraceptive risk events among family planning specialists: a cross sectional study.

BACKGROUND: Proponents of abortion restriction cite advancements in contraceptive technology as a reason against the need for abortion care today, most recently through oral arguments in the Supreme Court of the United States case, Dobbs v. Jackson Women's Health. However, consistent and correct use of contraception requires reproductive health literacy. Our objectives were to quantify contraceptive risk events and assess contraceptive history and preferences among a population well-equipped to evade contraceptive risks, family planning specialists following initiation of their medical training. "Risk events" are defined as reported episodes of contraceptive failure, emergency contraception use and/or unprotected or underprotected intercourse. METHODS: This was a cross-sectional study among current members of a professional organization of family planning specialists. Inclusion criteria included: status as a current or retired clinician, consensual penile-vaginal intercourse and personal or partner capacity to become pregnant since the start of medical training. Descriptive statistics were performed. This study was IRB exempt. RESULTS: Among 229 respondents, 157 (69%) reported experiencing a contraceptive risk event since training. Twenty-nine (13%) respondents reported an occurrence within the last year. By category, 47% (108/229; 3 reported unknown) reported under- or unprotected intercourse, 35% (81/229) reported emergency contraception use, and 52% of participants (117/227; 2 unknown) reported known or suspected contraceptive failure. The mean number of contraceptive methods used was 3.7 (SD 1.7) out of the 13 methods listed. Almost all (97%) participants reported at least one method was not an acceptable option, with a mean of 5.6 (SD 2.7) of the 13 listed methods. CONCLUSIONS: The majority of family planning specialists have experienced contraceptive risk events during times of active pregnancy prevention since their medical training. Contraceptive method change is common and most respondents were limited in the number of methods that were personally acceptable to them. Dialogue idealizing the role of contraception in minimizing or eliminating abortion need is simplistic and inaccurately represents the lived realities of pregnancy-capable individuals and their partners, including among those with exceptional contraceptive literacy and access.

ANTECEDENTES: Los que apoyan la restricción del aborto citan los avances en la tecnología anticonceptiva como una razón en contra de la necesidad de la atención del aborto hoy en día, más recientemente a través de los argumentos orales en el caso de la Corte Suprema de los Estados Unidos, Dobbs v. Jackson Women's Health. Sin embargo, el uso sistemático y indicado de los anticonceptivos requiere unos conocimientos sobre salud reproductive. Nuestros objetivos eran cuantificar los eventos de riesgo anticonceptivo y evaluar los antecedentes y las preferencias entre una población bien equipada para eludir los riesgos anticonceptivos, los especialistas en planificación familiar tras el inicio de su formación médica. Los "eventos de riesgo" se definen como episodios reportados de fallo anticonceptivo, uso de anticoncepción de emergencia y/o relaciones sexuales sin protección o con protección insuficiente. MéTODOS: Este fue un estudio transversal entre miembros actuales de una organización profesional de especialistas en planificación familiar. Los criterios de inclusión incluyeron: condición de clínico/a en activo/a o jubilado/a, relaciones sexuales consentidas pene-vagina desde el inicio de la formación médica y capacidad personal o de la pareja para quedarse embarazada. Se realizaron estadísticas descriptivas. Este estudio estaba exento de IRB. RESULTADOS: De las 229 encuestadas, 157 (69%) declararon haber sufrido un evento de riesgo anticonceptivo desde la formación. Veintinueve (13%) encuestadas declararon haberlo sufrido un incidente en el último año. Por categoría, el 47% (108/229; 3 informaron de forma desconocida) informaron de relaciones sexuales sin protección o con poca protección, el 35% (81/229) informaron del uso de anticonceptivos de emergencia y el 52% de los participantes (117/227; 2 informaron de forma desconocida) informaron de un fallo anticonceptivo conocido o sospechado. El promedio de métodos anticonceptivos utilizados fue 3,7 (DE 1,7) de los 13 métodos enumerados. Casi todas las participantes (97%) informaron de que al menos un método no era una opción aceptable, con un promedio de 5,6 (DE 2,7) de los 13 métodos enumerados. CONCLUSIONES: La mayoría de los especialistas en planificación familiar han experimentado eventos de riesgo anticonceptivo en momentos de prevención activa del embarazo desde su formación médica. El cambio de método anticonceptivo es frecuente y la mayoría de los encuestados tenían un número limitado de métodos que les resultaban personalmente aceptables. El diálogo que idealiza el papel de la planificación familiar a la hora de minimizar o eliminar la necesidad de abortar es simplista y representa de forma inexacta las realidades vividas por las personas con capacidad de embarazo y sus parejas, incluso entre aquellas con conocimientos y acceso excepcionales a la anticoncepción.

Explainable artificial intelligence models for predicting pregnancy termination among reproductive-aged women in six east African countries: machine learning approach.

Pregnancy termination remains a complex and sensitive issue with approximately 45% of abortions worldwide being unsafe, and 97% of abortions occurring in developing countries. Unsafe pregnancy terminations have implications for women's reproductive health. This research aims to compare black box models in their prediction of pregnancy termination among reproductive-aged women and identify factors associated with pregnancy termination using explainable artificial intelligence (XAI) methods. We used comprehensive secondary data on reproductive-aged women's demographic and socioeconomic data from the Demographic Health Survey (DHS) from six countries in East Africa in the analysis. This study implemented five black box ML models, Bagging classifier, Random Forest, Extreme Gradient Boosting (XGB) Classifier, CatBoost Classifier, and Extra Trees Classifier on a dataset with 338,904 instances and 18 features. Additionally, SHAP, Eli5, and LIME XAI techniques were used to determine features associated with pregnancy termination and Statistical analysis were employed to understand the distribution of pregnancy termination. The results demonstrated that machine learning algorithms were able to predict pregnancy termination on DHS data with an overall accuracy ranging from 79.4 to 85.6%. The ML classifier random forest achieved the highest result, with an accuracy of 85.6%. Based on the results of the XAI tool, the most contributing factors for pregnancy termination are wealth index, current working experience, and source of drinking water, sex of household, education level, and marital status. The outcomes of this study using random forest is expected to significantly contribute to the field of reproductive healthcare in East Africa and can assist healthcare providers in identifying individuals' countries at greater risk of pregnancy termination, allowing for targeted interventions and support.

New evidence on adolescent sexual and reproductive health and rights from the West and Central African region.

The African Journal of Reproductive Health is pleased to publish these compendiums of original research in this special edition that document new findings in adolescent sexual and reproductive health and rights from the West and Central African region (WCA). While sub-Saharan Africa has some of the worst indicators of sexual and reproductive health and rights (SRHR) in the world, the indicators are more daunting in the WCA region. To date, the WCA is recognized to have the highest rates of unwanted pregnancy, unsafe abortion, and human immunodeficiency virus (HIV) and other sexually transmissible infections, as well as the lowest contraceptive prevalence rates among adolescents worldwide.1 Despite the high rate of adverse adolescent reproductive health outcomes in WCA, there has been limited documentations of the socio-cultural and economic circumstances that perpetuate these adverse consequences. There have also been no purposefully designed interventions that provide strong scientific evidence for developing strategies to reverse the trend.

Le Journal africain de la santé reproductive est heureux de publier ces recueils de recherches originales dans cette édition spéciale qui documentent les nouvelles découvertes sur la santé et les droits sexuels et reproductifs des adolescents de la région de l'Afrique de l'Ouest et du Centre (WCA). Alors que l'Afrique subsaharienne possède certains des pires indicateurs au monde en matière de santé et de droits sexuels et reproductifs (SDSR), les indicateurs sont plus intimidants dans la région AOC. À ce jour, l'AOC est reconnue pour avoir les taux les plus élevés de grossesses non désirées, d'avortements à risque, de virus de l'immunodéficience humaine (VIH) et d'autres infections sexuellement transmissibles, ainsi que les taux de prévalence contraceptive les plus faibles parmi les adolescents dans le monde.1 Malgré le taux élevé de En dépit des résultats négatifs en matière de santé reproductive des adolescents en AOC, il existe peu de documentation sur les circonstances socioculturelles et économiques qui perpétuent ces conséquences néfastes. Il n'y a pas non plus d'interventions spécialement conçues qui fournissent des preuves scientifiques solides pour élaborer des stratégies visant à inverser la tendance.

Exploring women's knowledge of abortion legality and association with source of abortion care using population-based survey data in Côte d'Ivoire and Ghana.

BACKGROUND: Knowledge of the conditions under which abortion is legal is important so that people can advocate for their right to abortion care. Yet minimal research has explored the association between women's knowledge of abortion legality and the induced abortion care they receive, particularly using population-based survey data. METHODS: Using national survey data collected by Performance Monitoring for Action (PMA) in Côte d'Ivoire and Ghana, we aimed to compare the prevalence of accurate knowledge of abortion legality, factors associated with knowledge of the law, and the association between knowledge of abortion legality and the source of women's induced abortion care in these two settings. We ran bivariate and multivariable logistic regressions to assess the relationships of interest. RESULTS: We found that awareness and knowledge of the abortion law were low in both Côte d'Ivoire and Ghana. In Cote d'Ivoire, women who were older, more educated, and with past abortion experience were more likely to be aware of the law. In Ghana, knowledge of the law did not vary significantly by demographic characteristics. However, in Ghana, knowledge of the law was correlated with women's use of the formal healthcare system for abortion care, with greater use of clinical sources in rural areas. CONCLUSIONS: It is possible that for populations with reduced access to abortion services, such as those in rural areas, knowledge of the law is advantageous for those seeking facility-based abortion care, particularly in settings where abortion is legal for a range of indications. Interventions seeking to improve access to facility-based abortion care in settings where abortion is legal on various grounds should incorporate education on the legal grounds for abortion.

Knowledge of the conditions under which abortion is legal is important for people to advocate for their right to abortion care, yet minimal research has explored the association between women's knowledge of abortion legality and the abortion care they receive, particularly using population-based survey data. Using national survey data collected by Performance Monitoring for Action (PMA) in Côte d'Ivoire and Ghana, we aimed to compare the prevalence of accurate knowledge of abortion legality, factors associated with knowledge of the law, and the association between knowledge of abortion legality and the source of women's abortion care in these two settings. We ran bivariate and multivariable logistic regressions to assess the relationships of interest. We found that awareness and knowledge of the abortion law were low in both Côte d'Ivoire and Ghana. In Côte d'Ivoire, knowledge was unequally distributed according to sociodemographic factors, while such inequities did not exist in Ghana. However, in Ghana, knowledge of the law was correlated with women's use of the formal healthcare system for abortion care, with greater use of clinical sources in rural areas. It is possible that for populations with reduced access to abortion services, such as those in rural areas, knowledge of the law is advantageous for those seeking facility-based abortion care, particularly in settings where abortion is legal for a range of indications. Interventions seeking to improve access to facility-based abortion care in settings where abortion is legal on various grounds should incorporate education on the legal grounds for abortion.

Abortion Return Rates and Wait Times Before and After Texas' Executive Order Banning Abortion During COVID-19.

Objectives. To assess the associations between the executive order that Texas governor Greg Abbott issued on March 22, 2020, postponing procedures deemed not immediately medically necessary, and patients' access to abortion care in Texas. Methods. We used 17 515 individual-level patient records from 13 Texas abortion facilities for matched periods in 2019 and 2020 to examine differences in return rates for abortion after completion of a state-mandated ultrasound and median wait times between ultrasound and abortion visits for those who returned. Results. Patients were less likely to return for an abortion if they had an ultrasound while the executive order was under effect (82.8%) than in the same period in 2019 (90.4%; adjusted odds ratio = 2.06; 95% confidence interval = 1.12, 3.81). Compared with patients at or before 10.0 weeks' gestation at ultrasound, patients at more than 10 weeks' gestation had higher odds of not returning for an abortion or, if they returned, experienced greater wait times between ultrasound and abortion visits. Conclusions. Texas' executive order prohibiting abortion during the COVID-19 pandemic disrupted patients' access to care and disproportionately affected patients who were past 10 weeks' gestation. (Am J Public Health. 2024;114(10):1013-1023. https://doi.org/10.2105/AJPH.2024.307747).

Sexual and reproductive health outcomes of women who experienced violence in Germany: Analysis of the German health interview and examination survey for adults (DEGS1).

OBJECTIVES: Violence against women is a widespread public health concern with severe effects to women's sexual and reproductive health, including higher risks for miscarriage or stillbirth, unintended pregnancy and induced abortion. This study examined the association between women exposure to physical violence, psychological violence and sexual and reproductive health outcomes (contraceptive use, miscarriage or stillbirth and abortion) in Germany. METHODS: This study used a cross-sectional research design to analyze data on violence against women and sexual and reproductive health (SRH) outcomes collected through the German Health Interview and Examination Survey for Adults, Wave 1, between 2008 and 2011 (n = 3149 women, aged 18-64 years). Multivariable logistic regression models were used to assess the association between experiences of violence among women and the presence of sexual and reproductive health outcomes, considering the influence of socio-demographic and health-related factors (age, marital status, socioeconomic status, social support, number of children, alcohol consumption, health status, chronic conditions). RESULTS: Three associations remained significant (p<0.05) in fully-adjusted models: (i) exposure to physical violence by a parent or caregiver and birth control pill utilization (aOR, adjusted Odds Ratio, 95% CI: 1.36, 1.02-1.81) (ii) exposure to physical violence since the age of 16 and miscarriage or stillbirth (aOR, 95%CI: 1.89, 1.17-3.04); and (iii) exposure to psychological violence by a parent or caregiver and abortion (aOR, 95%CI: 1.87, 1.30-2.70). CONCLUSIONS: The results suggest that adult German women who experienced physical or psychological violence since the age of 16, including violence perpetrated by a parent or caregiver, were more likely to report miscarriage or stillbirth and abortion. Direct assessment of violence experiences against women should be conducted by healthcare professionals in clinical encounters, particularly by obstetrics and gynaecological specialists, for the prevention of women´s adverse sexual and reproductive health outcomes. Furthermore, violence should be treated as a major public health concern and addressed through a multisectoral approach, involving the healthcare and educational sectors, researchers and relevant policymakers.

Abortion Incidence among Young Women in Urban Slums and Non-Slums in Kinshasa, DR Congo.

BACKGROUND: Worldwide, around 73 million induced abortions take place every year. Of these, 45% are unsafe and can lead to complications. The evolution of the legal and practical landscape of abortion in the Democratic Republic of the Congo (DRC) over the last few years necessitates a re-examination of the experience of induced abortion, leading this study to measure the incidence of abortion among young women (15 to 29 years of age), as well as the heterogeneity of this problem according to the residence of these young women (slum vs. non-slum areas). METHODOLOGY: We used representative survey data on women aged 15-49 in Kinshasa, collected from December 2021 to April 2022. The survey included questions about the respondents' and their closest confidants' experience of induced abortion, including the methods and sources used. We estimated abortion incidence and heterogeneity over one year based on residence in the city of Kinshasa according to sociodemographic characteristics. RESULTS: The fully adjusted one-year friend abortion rate in 2021 was 131.5 per 1000 (95% CI: IQR 99.4-163.6). These rates were significantly higher than the corresponding estimates of respondents. The incidence of induced abortion for respondents was 24.4 per 1000 (95% CI: 15.8-32.9) abortions per 1000 women. The incidence rates of induced abortion were much higher among the respondents residing in slums than among those residing in non-slums (29.2 vs. 13.0 per 1000; p < 0.001). Slum respondents indicated higher use of non-recommended methods than non-slum respondents. CONCLUSIONS: More precise estimates of the incidence of abortion indicate that the incidence rate of abortion was higher among young women residing in slums who were unmarried and had no children. These incidences were higher among confidants than among respondents. There is still a lot of work to be done to fulfill the obligations outlined in the Maputo Protocol. The aim is to decrease the occurrence of unsafe abortions and their associated effects.

Contraception Initiation after Early Abortion in a Family Medicine Setting: A Retrospective Chart Review.

OBJECTIVES: Early abortion increasingly is provided in the primary care setting, allowing improved access, continuity of care, and contraception, if desired. We aimed in this retrospective chart review to describe postabortion contraception provision in a family medicine office. METHODS: Participants were those patients who obtained an induced abortion during an 11-year period at a family medicine office. We documented contraception provision within 30 days of abortion and used simple proportions, Fisher exact tests, and χ2 tests to describe differences in contraceptive provision by type of abortion and continuity status. RESULTS: Most of the patients who underwent abortions (254/353, 72%) had documentation of a contraceptive method within 30 days of abortion, which was similar for patients who had either a medication (124/166, 75%) or an aspiration abortion (130/187, 70%, P = 0.71). The most common contraceptives were contraceptive pills (104/353, 29%) or intrauterine devices (68/353, 19%). Patients who chose a tier 1 method were more likely to have a procedure abortion (50/87, 57%), whereas patients who chose a tier 2 method were likely to have a medication abortion (83/160, 52%). Fewer than half (45%, 158/353, P = 0.0002) were continuity patients and established patients in the primary care office. Most tier 1 contraceptive users were continuity patients (49/87, 60%), whereas most patients without a contraceptive method were noncontinuity patients (72/99, 73%). CONCLUSIONS: The primary care setting is uniquely equipped for providing early abortion and postabortion contraception. Although the providers offered all contraceptive options to eligible patients, continuity patients were more likely to receive more effective contraception in their primary care office.