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1.
Can J Urol ; 31(4): 11950-11954, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39217519

RESUMO

INTRODUCTION: In May 2022, lawmakers in Oklahoma passed House Bill 4327, which outlawed abortion after fertilization. The governor signed the bill on May 25, 2022. It is uncertain whether these changes will motivate more men in Oklahoma to undergo vasectomy. MATERIALS AND METHODS: Males seeking vasectomy were informed of the study and asked to participate. Participants filled out a survey regarding their marital status, number of children, fertility treatment history, and their influences in making the decision to pursue vasectomy. We removed the identifying information from the survey. After collection, the data was imported to a database. Medical records were investigated to confirm patients underwent the procedure. RESULTS: Of the 126 participants, 116 underwent vasectomy. Patients who did not undergo vasectomy tended to be older (38.4 vs. 34.2, p = 0.03). Participants who underwent vasectomy and were concerned about abortion laws tended to be married (69.7 vs. 30.3%, p = 0.04) with fewer children (1.2 vs. 2.3, p < 0.0001). When correlating specifically "concern about abortion laws" and going through with vasectomy, the risk ratio of 1.12 (95% CI 1.04, 1.20) indicates that patients concerned about abortion laws were slightly more likely to undergo vasectomy. CONCLUSIONS: Over 26% of men said that their decisions were somewhat impacted by abortion law changes. The concern about abortion law changes seemed to be predictive of patients undergoing vasectomy. Continued data collection will help determine whether there is a time-sensitive nature regarding the impact of abortion law changes on motivation to vasectomy.


Assuntos
Motivação , Vasectomia , Humanos , Vasectomia/legislação & jurisprudência , Vasectomia/psicologia , Oklahoma , Masculino , Adulto , Aborto Induzido/legislação & jurisprudência , Aborto Induzido/psicologia , Pessoa de Meia-Idade
2.
Afr J Reprod Health ; 28(8): 10-13, 2024 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-39225239

RESUMO

The prospect of a Biden-Trump rematch had raised concerns. The argument of Trump on the older age of Biden led to a boomerang effect when the latter was replaced by the much younger Kamala Harris whose mixed African and Asian ancestry should lead to her support on international issues. Swing voters might be attracted by her potential as the first female president. Assertive on the politically controversial issue of abortion, Kamala Harris already spent a substantial part of her vice-presidency on women issues. Her promotion of sexual and reproductive rights during the presidential campaign augurs well for restoring those priorities on the American political agenda.


La perspective d'une revanche Biden-Trump avait suscité des inquiétudes. L'argument de Trump sur l'âge avancé de Biden a provoqué un effet boomerang lorsque ce dernier a été remplacé par la bien plus jeune Kamala Harris dont l'ascendance mixte africaine et asiatique devrait lui valoir son soutien sur les questions internationales. Les électeurs swing pourraient être attirés par son potentiel en tant que première femme présidente. Affirmée sur la question politiquement controversée de l'avortement, Kamala Harris a déjà consacré une partie substantielle de sa vice-présidence aux questions féminines. Sa promotion des droits sexuels et reproductifs pendant la campagne présidentielle augure bien du rétablissement de ces priorités sur l'agenda politique américain.


Assuntos
Política , Humanos , Estados Unidos , Feminino , Direitos Sexuais e Reprodutivos , Aborto Induzido/legislação & jurisprudência , Gravidez , Saúde da Mulher , Saúde Reprodutiva
3.
Health Aff (Millwood) ; 43(9): 1219-1224, 2024 09.
Artigo em Inglês | MEDLINE | ID: mdl-39226500

RESUMO

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 Legal
5.
HIV Res Clin Pract ; 25(1): 2401268, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-39253752

RESUMO

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.


Assuntos
Aborto Induzido , Infecções por HIV , Humanos , Feminino , Brasil/epidemiologia , Adulto , Incidência , Aborto Induzido/estatística & dados numéricos , Gravidez , Infecções por HIV/epidemiologia , Infecções por HIV/tratamento farmacológico , Estudos Prospectivos , Adulto Jovem , Fatores de Risco , Complicações Infecciosas na Gravidez/epidemiologia , Complicações Infecciosas na Gravidez/virologia , Complicações Infecciosas na Gravidez/tratamento farmacológico , Adolescente , Fármacos Anti-HIV/uso terapêutico
7.
Am J Public Health ; 114(10): 1034-1042, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39231404

RESUMO

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).


Assuntos
Aborto Induzido , Humanos , Ohio , Feminino , Gravidez , Aborto Induzido/legislação & jurisprudência , Aborto Induzido/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde , Estudos Longitudinais , Adulto
8.
PLoS One ; 19(9): e0309913, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39236064

RESUMO

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.


Assuntos
Aborto Induzido , Casamento , Humanos , Feminino , Adulto , Adolescente , Papua Nova Guiné/epidemiologia , Gravidez , Estudos Transversais , Pessoa de Meia-Idade , Adulto Jovem , Aborto Induzido/estatística & dados numéricos , Prevalência , Casamento/estatística & dados numéricos
9.
Reprod Health ; 21(1): 132, 2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39267133

RESUMO

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 Questionários
10.
Health Care Anal ; 32(3): 165-183, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39218816

RESUMO

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 Saúde
11.
Pharmacoepidemiol Drug Saf ; 33(9): e70002, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39238438

RESUMO

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.


Assuntos
Aborto Espontâneo , Algoritmos , Idade Gestacional , Resultado da Gravidez , Sistema de Registros , Humanos , Feminino , Gravidez , Sistema de Registros/estatística & dados numéricos , Noruega/epidemiologia , Resultado da Gravidez/epidemiologia , Aborto Espontâneo/epidemiologia , Adulto , Aborto Induzido/estatística & dados numéricos , Natimorto/epidemiologia , Nascido Vivo/epidemiologia
12.
BMC Pregnancy Childbirth ; 24(1): 521, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-39245736

RESUMO

BACKGROUND: Recently, the incidence of missed miscarriage has gradually increased, and medical abortion is a common method to terminate a pregnancy. In the process of medical abortion, massive vaginal bleeding takes place, leading to emergency surgical haemostasis. Emergency surgery may produce infection and organ damage. Our study aimed to investigate the high-risk factors for massive haemorrhage during a medical abortion. METHODS: A total of 1062 missed miscarriage patients who underwent medical abortion participated in this retrospective study. According to the amount of bleeding, the patients were divided into a massive haemorrhage group and a control group. By comparing the general conditions of the two groups, such as fertility history, uterine surgery history, uterine fibroids, etc., the high-risk factors for massive haemorrhage during medical abortion were identified. RESULTS: Relative to the control group, the massive haemorrhage group exhibited a higher proportion of patients with a previous artificial abortion (51.9% vs. 38.1%, P = 0.001). Additionally, the massive haemorrhage group had a lower percentage of first-time pregnant women (32.1% vs. 40.4%) and a higher proportion of women with shorter pregnancy intervals (44.9% vs. 33.1%, P = 0.03). Furthermore, there were notable differences between the two groups regarding maximum fibroid size, the duration of amenorrhea, and gestational week (P < 0.05). CONCLUSION: In this study, we determined that a history of artificial abortion and an amenorrhea duration of > 11 weeks represented high-risk factors for massive vaginal bleeding during medical abortion in missed miscarriage patients.


Assuntos
Aborto Induzido , Aborto Retido , Hemorragia Uterina , Humanos , Feminino , Estudos Retrospectivos , Adulto , Fatores de Risco , Gravidez , Aborto Induzido/efeitos adversos , Hemorragia Uterina/etiologia , Hemorragia Uterina/epidemiologia , Leiomioma/complicações , Leiomioma/cirurgia , Estudos de Casos e Controles
15.
Reprod Health ; 21(1): 133, 2024 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-39272100

RESUMO

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 numéricos
16.
BMC Pregnancy Childbirth ; 24(1): 600, 2024 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-39285277

RESUMO

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.


Assuntos
Aborto Induzido , Inteligência Artificial , Aprendizado de Máquina , Humanos , Feminino , Gravidez , Adulto , África Oriental , Aborto Induzido/estatística & dados numéricos , Adulto Jovem , Adolescente , Pessoa de Meia-Idade , Fatores Socioeconômicos , População da África Oriental
17.
PLoS One ; 19(9): e0308419, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39288144

RESUMO

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.


Assuntos
Aborto Induzido , Atitude do Pessoal de Saúde , Pessoal de Saúde , Humanos , Etiópia/epidemiologia , Feminino , Gravidez , Aborto Induzido/estatística & dados numéricos , Pessoal de Saúde/psicologia , Conhecimentos, Atitudes e Prática em Saúde
19.
Am J Public Health ; 114(10): 1043-1050, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39231409

RESUMO

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 Estadual
20.
BMC Health Serv Res ; 24(1): 1130, 2024 Sep 27.
Artigo em Inglês | MEDLINE | ID: mdl-39334105

RESUMO

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 , Ginecologia
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