RESUMO
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.
Assuntos
Saúde Reprodutiva , Direitos Sexuais e Reprodutivos , Saúde Sexual , Humanos , Adolescente , Feminino , Gravidez , África Central/epidemiologia , Gravidez na Adolescência/estatística & dados numéricos , Infecções por HIV/epidemiologia , Comportamento Sexual , Saúde do Adolescente , África Ocidental/epidemiologia , Masculino , Infecções Sexualmente Transmissíveis/epidemiologia , Infecções Sexualmente Transmissíveis/prevenção & controle , Aborto Induzido/legislação & jurisprudência , Aborto Induzido/estatística & dados numéricos , Gravidez não DesejadaRESUMO
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.
Assuntos
Aborto Induzido , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Feminino , Côte d'Ivoire , Gana , Adulto , Aborto Induzido/legislação & jurisprudência , Aborto Induzido/estatística & dados numéricos , Gravidez , Adulto Jovem , Adolescente , Pessoa de Meia-Idade , Aborto Legal/legislação & jurisprudência , Aborto Legal/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde , Inquéritos e QuestionáriosRESUMO
Providers are essential to the delivery of abortion care. Yet, they often occupy an ambiguous space in political discourse around abortion. The introduction of a new abortion service in Ireland invites us to look afresh at providers. Since the Health (Regulation of Termination of Pregnancy) Act 2018 came into force, by far the most common form of abortion care has been early medical abortion (EMA). This is typically provided by General Practitioners (GPs), with approximately 10% of GPs having chosen to provide EMA. This article draws on an empirical study of providers to investigate their motivations for, and experiences of, provision and their views on colleagues who have not chosen to provide. The study shows that for many providers, the choice to provide was grounded in a moral commitment to protecting women's rights to autonomy and health and ensuring that the harms of the past were not repeated. The article argues that notwithstanding increased normalisation of EMA in Ireland, conscience still has a role to play in abortion care provision and it is important to reflect on the various aspects of this role.
Assuntos
Aborto Induzido , Consciência , Humanos , Irlanda , Aborto Induzido/ética , Aborto Induzido/legislação & jurisprudência , Feminino , Gravidez , Clínicos Gerais/psicologia , Atitude do Pessoal de SaúdeRESUMO
BACKGROUND: Telemedicine represents an important strategy to facilitate access to medication abortion (MAB) procedures, reduces distance barriers and expands coverage to underserved communities. The aim is evaluating the self-managed MAB (provided through telemedicine as the sole intervention or in comparison to in-person care) in pregnant people at up to 12 weeks of pregnancy. METHODS: A literature search was conducted using electronic databases: MEDLINE, Embase, Cochrane (Central Register of Controlled Trials and Database of Systematic Reviews), LILACS, SciELO, and Google Scholar. The search was based on the Population, Intervention, Comparison, Outcome, and Study Design (PICOS) framework, and was not restricted to any years of publication, and studies could be published in English or Spanish. Study screening and selection, risk of bias assessment, and data extraction were performed by peer reviewers. Risk of bias was evaluated with RoB 2.0 and ROBIS-I. A narrative and descriptive synthesis of the results was conducted. Meta-analyses with random-effects models were performed using Review Manager version 5.4 to calculate pooled risk differences, along with their individual 95% confidence intervals. The rate of evidence certainty was based on GRADE recommendations. RESULTS: 21 articles published between 2011 and 2022 met the inclusion criteria. Among them, 20 were observational studies, and 1 was a randomized clinical trial. Regarding the risk of bias, 5 studies had a serious risk, 15 had a moderate risk, and 1 had an undetermined risk. In terms of the type of intervention, 7 compared telemedicine to standard care. The meta-analysis of effectiveness revealed no statistically significant differences between the two modalities of care (RD = 0.01; 95%CI 0.00, 0.02). Our meta-analyses show that there were no significant differences in the occurrence of adverse events or in patient satisfaction when comparing the two methods of healthcare delivery. CONCLUSION: Telemedicine is an effective and viable alternative for MAB, similar to standard care. The occurrence of complications was low in both forms of healthcare delivery. Telemedicine services are an opportunity to expand access to safe abortion services.
Assuntos
Aborto Induzido , Telemedicina , Humanos , Gravidez , Feminino , Aborto Induzido/métodos , Acessibilidade aos Serviços de Saúde , Abortivos/uso terapêutico , Abortivos/administração & dosagemRESUMO
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.
Assuntos
Serviços de Planejamento Familiar , Humanos , Feminino , Estudos Transversais , Adulto , Anticoncepção/estatística & dados numéricos , Anticoncepção/métodos , Masculino , Pessoa de Meia-Idade , Gravidez , Comportamento Contraceptivo/estatística & dados numéricos , Aborto Induzido/estatística & dados numéricos , Anticoncepção Pós-Coito/estatística & dados numéricosRESUMO
OBJECTIVES: Transgender, nonbinary, and gender expansive (TGE) persons experience pregnancies and have abortions, yet abortion care remains rooted in a gender binary, often centering the needs, experiences, and challenges of cisgender women. Despite guidance supporting gender-affirming sexual and reproductive healthcare (SRH), barriers for TGE people seeking abortions persist. We conducted an exploratory case study with key informants to understand their perception of TGE abortion seekers' needs with specific considerations for those in restrictive abortion settings. METHODS: Qualitative interviews focused on gender-affirming care and abortion provision were conducted with U.S.-based key informant clinicians (n = 4) who could provide powerful insights into gaps and experiences faced by TGE individuals. Participants were eligible if they currently or previously provided abortions and had experience practicing gender-affirming care. Interviews focused on informants' perceptions of TGE patients' needs when seeking abortions. RESULTS: Findings highlight the unique barriers TGE patients face when seeking abortions, including lack of provider knowledge, in-clinic stigmatization, and gender marginalization. It is notable that key informants who practiced in abortion-protective political environments have greater access to resources to implement gender-affirming care than those in restrictive contexts. Results are summarized in a clinical recommendations document which provides an accessible starting point for clinicians to begin building gender-inclusive abortion spaces. CONCLUSIONS: It is necessary to further understand barriers facing TGE abortion seekers and integrate recommendations and emerging evidence into abortion practice. This study contributes to a growing knowledge base which emphasizes the need for inclusive abortion spaces and highlights key considerations for improving access and quality for TGE abortions seekers.
Assuntos
Aborto Induzido , Pessoas Transgênero , Humanos , Feminino , Aborto Induzido/psicologia , Pessoas Transgênero/psicologia , Masculino , Gravidez , Acessibilidade aos Serviços de Saúde , Pesquisa Qualitativa , Adulto , Estigma Social , Necessidades e Demandas de Serviços de SaúdeRESUMO
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.
Assuntos
Aborto Induzido , Inquéritos Epidemiológicos , Análise Multinível , Humanos , Feminino , Quênia/epidemiologia , Adulto , Gravidez , Estudos Transversais , Pessoa de Meia-Idade , Adulto Jovem , Aborto Induzido/estatística & dados numéricos , Adolescente , Fatores Socioeconômicos , Mortalidade Materna , Modelos LogísticosRESUMO
BACKGROUND: This study aimed to evaluate the safety and efficacy of emergency and prophylactic uterine artery embolization (UAE) in our clinical practice, including technical success, clinical success, and associated complications. PATIENTS AND METHODS: In this retrospective study, we analyzed 64 women who underwent emergency (n =18) and prophylactic (n = 46) UAE. Indications for emergency UAE included postpartum hemorrhage or severe hemorrhage during pregnancy termination, while prophylactic UAE was performed prior to surgical removal of retained products of conception (RPOC), delivery with abnormal placental implantation, or pregnancy termination (cervical pregnancy or fetal anomalies accompanied by abnormal placental implantation). Technical success of UAE was defined as complete exclusion of the vascular lesion and contrast stasis on the final angiogram, while clinical success was defined as cessation of bleeding after UAE Termination without a hysterectomy. RESULTS: The overall clinical success of UAE in our study was 97% (62/64). All embolization procedures were technically and clinically successful in the prophylactic group without life-threatening hemorrhages or hysterectomies (100% success rate, 46/46). However, while 100% technical success was similarly attained in the emergency group, bleeding was successfully controlled in 89% of cases (16/18). In two patients with significant blood loss (over 2000 mL), embolization failed to achieve hemostasis, resulting in persistent bleeding and subsequent hysterectomy. CONCLUSIONS: UAE is a safe and effective procedure for managing primary postpartum hemorrhage or severe hemorrhage during pregnancy termination and for decreasing the risk of severe hemorrhage during surgical removal of RPOC, delivery with abnormal placental implantation, or pregnancy.
Assuntos
Hemorragia Pós-Parto , Embolização da Artéria Uterina , Humanos , Feminino , Embolização da Artéria Uterina/métodos , Estudos Retrospectivos , Adulto , Gravidez , Hemorragia Pós-Parto/prevenção & controle , Hemorragia Pós-Parto/terapia , Resultado do Tratamento , Aborto Induzido/métodos , Aborto Induzido/efeitos adversos , Hemorragia Uterina/prevenção & controle , Hemorragia Uterina/etiologia , Hemorragia Uterina/terapiaRESUMO
The June 24, 2022 US Supreme Court decision in Dobbs v Jackson Women's Health Organization resulted in an expansive restriction on abortion access that had been constitutionally guaranteed for nearly half a century. Currently, 14 states have implemented complete bans on abortion with very limited exceptions, and an additional 7 states have implemented abortion bans at 6 to 18 weeks' gestation. It has been well demonstrated that restrictive policies disproportionately limit abortion access for minoritized people and people of low socioeconomic status; the financial and geographic barriers of these post-Dobbs restrictions will only exacerbate this disparity. Proponents of abortion restrictions, who identify as pro-life, assert that these policies are essential to protect children, women, and families. We examine whether the protection of these groups extends past conception by evaluating the association between state abortion legislation and state-based policies and programs designed to provide medical and social support for children, women, and families. We found that states with the most restrictive post-Dobbs abortion policies in fact have the least comprehensive and inclusive public infrastructure to support these groups. We suggest further opportunities for advocacy. (Am J Public Health. 2024;114(10):1043-1050. https://doi.org/10.2105/AJPH.2024.307792).
Assuntos
Decisões da Suprema Corte , Humanos , Feminino , Estados Unidos , Gravidez , Aborto Induzido/legislação & jurisprudência , Acessibilidade aos Serviços de Saúde/legislação & jurisprudência , Aborto Legal/legislação & jurisprudência , Governo EstadualAssuntos
Aborto Induzido , Acessibilidade aos Serviços de Saúde , Direitos do Paciente , Papel do Médico , Feminino , Humanos , Gravidez , Aborto Induzido/ética , Aborto Induzido/legislação & jurisprudência , Comissão de Ética/organização & administração , Acessibilidade aos Serviços de Saúde/ética , Acessibilidade aos Serviços de Saúde/legislação & jurisprudência , Direitos do Paciente/ética , Direitos do Paciente/legislação & jurisprudência , Estados Unidos , Decisões da Suprema CorteAssuntos
Aborto Induzido , Ginecologia , Internato e Residência , Obstetrícia , Humanos , Ginecologia/educação , Ginecologia/legislação & jurisprudência , Internato e Residência/legislação & jurisprudência , Internato e Residência/métodos , Obstetrícia/educação , Obstetrícia/legislação & jurisprudência , Estados Unidos , Decisões da Suprema Corte , Aborto Induzido/educação , Aborto Induzido/legislação & jurisprudência , Feminino , GravidezRESUMO
BACKGROUND: Abortion and its complications have always been associated with challenges such as the lack of awareness, high cost of receiving in-person services, lack of access to the skilled healthcare workers, distance from healthcare centers in remote areas, and cultural sensitivities. Therefore, the use of mobile health technology in post-abortion care has been suggested. This study aimed to investigate factors influencing the acceptance and use of mhealth technology in post-abortion care. METHOD: A mixed-methods study was completed in 2023. Initially, a literature review was conducted. Then, a five-point Likert-scale questionnaire was designed based on the results of the literature review. The research participants were gynecologists (n = 24), midwives (n = 38), and women who had experience of abortion (n = 183). Data were analyzed using descriptive and inferential statistics. RESULTS: The findings revealed that the participants had different opinions about the importance of motivating and inhibiting factors which included individual, technical, economic, organizational, and ethico-legal aspects. It seems that the individual, organizational, economic, and ethico-legal motivating factors as well as the ethico-legal inhibiting factors were more important than other factors and had higher mean values. In addition, there was a statistically significant difference between the mean values of gynecologists and patients regarding the individual motivating (P = 0.014) and technical inhibiting factors (P = 0.016). The gynecologists' opinions regarding the technical motivating factors were also significantly different from midwives (P = 0.044) and patients (P = 0.010). CONCLUSION: Multiple factors may influence the acceptance and use of mhealth technology in post-abortion care. Therefore, mhealth service developers must consider these factors to improve the quality of services and increase technology adoption. This will lead to saving costs, improving health, reducing abortion complications, and ultimately improving quality of life for women. However, further research in patient engagement and health interventions tailored to diverse cultural contexts are recommended.
Assuntos
Aborto Induzido , Telemedicina , Humanos , Feminino , Adulto , Gravidez , Inquéritos e Questionários , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Pessoa de Meia-Idade , Tocologia , Atitude do Pessoal de Saúde , GinecologiaRESUMO
Miscarriage and abortion require similar clinical management. Restrictions placed on abortion threaten the quality of miscarriage care, a policy spillover that affects many Americans. We combined vital statistics with life-table parameters to estimate that 1,034,000 miscarriages occur annually, including nearly 400,000 in US states with abortion bans. Attempts to restrict mifepristone access further threaten miscarriage management.
Assuntos
Aborto Induzido , Aborto Espontâneo , Mifepristona , Humanos , Estados Unidos , Feminino , Gravidez , Mifepristona/uso terapêutico , Adulto , Acessibilidade aos Serviços de Saúde , Abortivos Esteroides/uso terapêutico , Aborto LegalRESUMO
ABSTRACT: Methotrexate is one of the most frequently used medications for the treatment of rheumatic diseases. Although initially developed for use as chemotherapy for both solid and hematologic malignancies, it was used as early as the 1960s with success for rheumatoid arthritis (RA) and psoriatic arthritis, ultimately being approved by the US Food and Drug Administration for the treatment of RA in 1988. Beyond RA and psoriatic arthritis, methotrexate is used in the treatment of systemic lupus erythematosus, idiopathic inflammatory myopathies, and other inflammatory conditions. Methotrexate is cytotoxic to the trophoblast and has been used to treat both ectopic pregnancy and gestational trophoblastic neoplasia, leading to studies in the early 1990s that showed it was effective and safe for early abortion in combination with prostaglandin E1 analog misoprostol. Methotrexate is also a teratogen, causing serious birth defects in 6%-10% of patients taking it while pregnant. Additionally, women are more likely to be affected by both RA at SLE, as compared with males, thus worsening the burden of these adverse effects. Both methotrexate's history of use as an abortifacient and its teratogenic properties make its use more complicated in the current era of abortion policy in the United States following the Dobbs v. Jackson Women's Health Organization ruling. Recently published data suggest that this ruling has affected both provider perspectives and patient experiences as it relates to methotrexate use. In the post-Dobbs era, the role of the rheumatologist as it relates to patients' sexual and reproductive health is likely to expand.
Assuntos
Metotrexato , Humanos , Metotrexato/efeitos adversos , Metotrexato/administração & dosagem , Feminino , Gravidez , Estados Unidos , Doenças Reumáticas/tratamento farmacológico , Antirreumáticos/efeitos adversos , Antirreumáticos/administração & dosagem , Antirreumáticos/história , Abortivos não Esteroides/administração & dosagem , Abortivos não Esteroides/efeitos adversos , Aborto Induzido/métodos , História do Século XXRESUMO
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.