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Menstrual hygiene management practices among rural females: findings from a rural health demographic environmental surveillance system (HDESS) cohort in Odisha, Eastern India. 农村女性月经卫生管理实践:来自印度东部奥里萨邦农村卫生人口环境监测系统(hess)队列的调查结果
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-13 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1617970
Swetalina Nayak, Mamata Nayak, Soumya Ranjan Nayak, Debasini Parida, Bijaya Kumar Mishra, Abhinav Sinha, Sanghamitra Pati, Gayathri Delanerolle, Peter Phiri, Ashish Shetty, Sohier Elneil, Biswabara Rout, Jyotirmayee Turuk, Subrata Kumar Palo

Introduction: Menstrual hygiene management is an important public health component to promote reproductive health, especially in rural areas of low-and middle-income countries (LMICs). Present study assessed the menstrual hygiene practices, the disposal methods and associated health effects among school students, college students, and community women in rural setting of a Health Demographic Environmental Surveillance System (HDESS) in Odisha, India.

Methods: A cross-sectional survey was carried out in March-May 2023 using three cohorts of participants, namely school students, college students, and community women aged between 14 and 49 years and currently experiencing cycles of menstruation. The study used a multi-stage random sampling method with a descriptive analysis comparing patterns of sanitary pad use, its disposal practice and complications linked to the use of pads. Continuous variables such as age and cost incurred on menstrual products were reported using mean and standard deviation. The chi-squared value was used to determine possible associations and affirm the statistical significance, p-value (<0.05).

Results: Among 622 participants, 541 (86.9%) reported using sanitary pads. Cloth users rated their experience as "excellent" (48.7%), while dissatisfaction was highest among government-provided pad users (29.7%). Self-procured pad users reported the highest "manageable" experience (44.9%). The most common method of disposing the sanitary materials was by burying (40.2%). Approximately 68.32% of participants reported menstruation related health issues whilst 23.9% reported sanitary pad-related issues. About 16.8% of the participants reported of menstrual irregularities, school students being the most (44.8%).

Discussion: The use of disposable sanitary pads appear to be the most common menstrual hygiene management practice in rural areas. Awareness, shame, and costs could be barriers to accessing sanitary pads along with poor environmental impact when disposing of these using improper methods. Reform the policy by introducing awareness of overall health implications linked to menstrual hygiene and access to low-cost menstrual management products could promote reproductive health. Also, government partnerships with NGOs to implement village-level menstrual waste management systems, subsidies for eco-friendly pad production, and mandatory disposal education in school health programs could mitigate the problem.

引言:经期卫生管理是促进生殖健康的一个重要公共卫生组成部分,特别是在低收入和中等收入国家的农村地区。本研究评估了印度奥里萨邦健康人口环境监测系统(hess)农村地区中小学生、大学生和社区妇女的经期卫生习惯、处理方法及其相关健康影响。方法:于2023年3月至5月进行横断面调查,参与者分为三组,分别是在校学生、大学生和社区女性,年龄在14岁至49岁之间,目前正在经历月经周期。该研究采用了多阶段随机抽样方法,并对卫生巾的使用模式、处理方法和与卫生巾使用有关的并发症进行了描述性分析。使用平均值和标准差报告年龄和月经产品成本等连续变量。使用卡方值来确定可能的关联并确认p值(结果:在622名参与者中,541名(86.9%)报告使用卫生巾。布使用者认为他们的体验“非常好”(48.7%),而政府提供的垫子使用者的满意度最高(29.7%)。自购pad用户报告的“可管理”体验最高(44.9%)。卫生用品处置方式以掩埋为主(40.2%)。大约68.32%的参与者报告了与月经有关的健康问题,而23.9%的参与者报告了与卫生巾有关的问题。约16.8%的参与者报告月经不规律,其中以在校学生最多(44.8%)。讨论:使用一次性卫生巾似乎是农村地区最常见的经期卫生管理做法。意识、羞耻感和成本都可能成为获取卫生巾的障碍,同时使用不当的处理方法会对环境造成不良影响。改革这一政策,使人们认识到与经期卫生有关的全面健康问题,并使人们能够获得低成本的经期管理产品,从而促进生殖健康。此外,政府与非政府组织合作,在村庄层面实施经期废物管理系统,为环保卫生巾生产提供补贴,并在学校卫生项目中开展强制性的处理教育,都可以缓解这一问题。
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引用次数: 0
Reproductive politics and women's empowerment; how does geopolitics control women? 生殖政治和赋予妇女权力;地缘政治如何控制女性?
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-10 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1666773
Gayathri Delanerolle, Sohier Elneil, Abirame Sivakumar, Om Kurmi, Vindya Pathiraja, David Ikwuka, Nhan Thi Nguyen, Nirmala Rathnayake, Peter Phiri, George Uchenna Eleje

Reproductive politics lie at the intersection of gender, power, and governance, shaping women's autonomy through laws, policies, and cultural norms. Historically, colonialism and population control initiatives marginalized women, particularly in the Global South, fostering distrust in healthcare systems. Feminist movements advocate for reproductive justice, yet economic and nationalistic interests continue to influence access to care. Governments regulate reproduction to control demographics, labor markets, and national power. Pronatalist and antinatalist policies, such as China's One-Child Policy, have led to coercive interventions, disproportionately affecting marginalized communities. Reproductive politics also shape masculinity, fatherhood, and state-controlled family structures. Global reproductive policies reflect ideological struggles, from restrictive abortion laws in Poland and the U.S. to progressive approaches in Nepal and Vietnam. Socioeconomic barriers further limit access to contraception, maternal healthcare, and fertility treatments. Achieving reproductive justice requires inclusive policies, healthcare reform, and recognition of reproductive rights as fundamental to gender equality.

生殖政治处于性别、权力和治理的交叉点,通过法律、政策和文化规范塑造女性的自主权。从历史上看,殖民主义和人口控制举措使妇女边缘化,特别是在全球南方,导致对医疗保健系统的不信任。女权主义运动倡导生殖正义,但经济和民族主义利益继续影响获得护理的机会。政府通过调控生育来控制人口、劳动力市场和国力。生育主义和反生育主义政策,如中国的独生子女政策,导致了强制性干预,对边缘化社区造成了不成比例的影响。生殖政治也塑造了男子气概、父亲身份和国家控制的家庭结构。全球的生育政策反映了意识形态的斗争,从波兰和美国的限制性堕胎法到尼泊尔和越南的进步方法。社会经济障碍进一步限制了获得避孕、孕产妇保健和生育治疗的机会。实现生殖正义需要包容性政策、医疗改革和承认生殖权利是性别平等的基础。
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引用次数: 0
Auricular acupuncture as stress-relieving intervention for parents of infants in the neonatal intensive care unit: insights gained from a pilot study. 耳针作为新生儿重症监护病房婴儿父母的压力缓解干预:从一项试点研究中获得的见解。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-08 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1597105
Helle Haslund-Thomsen, Bettina Svelle, Christina Skoda, Malene Horskjær, Marie Germund Nielsen

Background and aim: This pilot study aimed to explore the feasibility and effects of auricular acupuncture called NADA, according to the principles of the National Acupuncture Detoxification Association. Previous studies have reported the effects of NADA on stress, anxiety, and sleep. Given the high levels of stress, anxiety, and psychological distress commonly experienced by parents of infants admitted to the Neonatal Intensive Care Unit (NICU), the study sought to determine whether NADA could serve as a stress-relieving intervention.

Method: The pilot study was conducted as an observational cross-sectional study for 6 months from October 2019. The "Nada in NICU" pilot project involved 41 parents (33 women and 8 men) who received between 3 and 16 NADA interventions during their child's NICU hospitalization. Data were collected through a questionnaire assessing sleep, stress/restlessness, and physical well-being. Participants were also given the option to add free-text comments in the questionnaire regarding their experiences with the NADA treatment. Quantitative data were analyzed using mixed regression, while qualitative data were thematically analyzed to identify recurring themes.

Findings: The results indicated a statistically significant reduction in stress, sleep disturbances, and physical discomfort post-NADA intervention, with a mean difference in sleep scores of -1.951. Qualitative feedback generated an overall theme, "An increased feeling of calmness," and two themes, "A psychological booster," reflecting parents' experiences of enhanced mental clarity and emotional regulation and "Bodily calmness," highlighting improved physical relaxation and sleep quality. Parents universally regarded NADA as a relevant and beneficial intervention during their NICU stay.

背景与目的:根据美国针灸解毒协会的原则,探讨耳针NADA的可行性和效果。之前的研究报告了NADA对压力、焦虑和睡眠的影响。考虑到新生儿重症监护病房(NICU)婴儿的父母通常会经历高水平的压力、焦虑和心理困扰,本研究试图确定NADA是否可以作为一种缓解压力的干预措施。方法:自2019年10月起进行为期6个月的观察性横断面研究。“新生儿重症监护病房中的Nada”试点项目涉及41名父母(33名女性和8名男性),他们在孩子的新生儿重症监护病房住院期间接受了3至16次Nada干预。数据是通过评估睡眠、压力/不安和身体健康的问卷收集的。参与者还可以选择在问卷中添加关于他们在NADA治疗中的经历的自由文本评论。定量数据使用混合回归分析,而定性数据进行主题分析,以确定反复出现的主题。研究发现:结果显示,在nada干预后,压力、睡眠障碍和身体不适有统计学上显著的减少,睡眠评分的平均差异为-1.951。定性反馈产生了一个总体主题,“增加平静感”,以及两个主题,“心理助推器”,反映了父母的精神清晰度和情绪调节能力增强的经历,以及“身体平静”,强调了身体放松和睡眠质量的改善。家长普遍认为NADA是新生儿重症监护病房期间相关且有益的干预措施。
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引用次数: 0
Age-related cognitive complaints and emotional difficulties associated with symptoms of ADHD: a study of gender differences. 与ADHD症状相关的年龄相关的认知抱怨和情绪困难:一项性别差异的研究
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-07 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1607464
Brandy L Callahan, Emma A Climie, Hawra Al-Khaz'Aly, Kate T McKay

Background: Recent research suggests that attention-deficit/hyperactivity disorder (ADHD) is a risk factor for suboptimal cognitive and emotional aging. Due to menopause, women may be more vulnerable to these outcomes than men. This study quantifies age-related changes in the association between self-reported ADHD symptoms and cognitive and emotional complaints, comparing men and women.

Methods: Participants were 118 community adults aged 19-79 years (78.0% women). Most had a self-reported ADHD diagnosis (71.2%) or clinically significant ADHD symptoms (78.0%). All completed the self-report Connors Adult ADHD Rating Scale, the Cognitive Failures Questionnaire, the Barkley Deficits in Executive Functioning Scales and the Difficulties in Emotion Regulation Scale. Gender-stratified general linear models predicted cognitive and emotional difficulties from ADHD symptoms, testing age as a moderator.

Results: ADHD symptoms showed moderate to strong correlations with all cognitive (.39 < r < .68) and emotional outcomes (.21 < r < .64). In men, the association between ADHD symptoms and cognitive (B = -0.009, p = .021, η p 2 = .23) and emotional impulsivity (B = -0.017, p = .012, η p 2 = .28) was less pronounced in older than younger participants. Theses patterns were not observed in women. In older women, the association between ADHD symptoms and self-reported cognitive failures was slightly weaker than in younger women (B = -0.017, p = .030, η p 2 = .05). Although this interaction was not statistically significant in men, the effect was of similar medium-sized magnitude (η p 2 = .08). All associations survived adjustments for depression and anxiety symptoms.

Conclusion: Some cognitive and emotional difficulties associated with ADHD symptoms were worse in younger than in older men, but age moderation was not observed in women. The cross-sectional design precludes any conclusions about causality, and it is possible that these results may be explained by greater self-disclosure in women than in men. Results are also interpreted cautiously in the context of relatively small sample size. Altogether, results support the need for a gender-specific lens when considering the lifespan impacts of ADHD symptoms and point to women as a potentially vulnerable segment of the ADHD population regarding cognitive and emotional aging.

背景:最近的研究表明,注意力缺陷/多动障碍(ADHD)是认知和情绪次优老化的一个危险因素。由于更年期,女性可能比男性更容易受到这些结果的影响。这项研究量化了自我报告的ADHD症状与认知和情绪抱怨之间的年龄相关变化,并对男性和女性进行了比较。方法:118名19-79岁的社区成年人(78.0%为女性)。大多数有自我报告的ADHD诊断(71.2%)或临床显著的ADHD症状(78.0%)。所有被试均完成Connors成人ADHD自述评定量表、认知失败问卷、Barkley执行功能缺陷量表和情绪调节困难量表。性别分层的一般线性模型预测ADHD症状的认知和情感困难,测试年龄作为调节因素。结果:ADHD症状与所有认知相关(0.39 rr B = -0.009, p =。021, η p 2 =。23)和情绪冲动(B = -0.017, p =。012, η p 2 =。28)在年龄较大的参与者中比年轻的参与者更不明显。这些模式在女性中没有观察到。在老年妇女中,ADHD症状与自我报告的认知失败之间的关联略弱于年轻妇女(B = -0.017, p =)。030, η p 2 = 0.05)。虽然这种相互作用在男性中没有统计学意义,但其影响是相似的中等量级(η p 2 = .08)。所有的关联都在抑郁和焦虑症状的调整中幸存下来。结论:与ADHD症状相关的一些认知和情绪困难在年轻男性中比老年男性更严重,但在女性中没有观察到年龄调节。横断面设计排除了任何关于因果关系的结论,这些结果可能可以用女性比男性更大的自我表露来解释。在样本量相对较小的情况下,结果也被谨慎地解释。总的来说,研究结果支持在考虑ADHD症状对寿命的影响时需要一个性别特异性的视角,并指出女性是ADHD人群中认知和情感衰老的潜在弱势群体。
{"title":"Age-related cognitive complaints and emotional difficulties associated with symptoms of ADHD: a study of gender differences.","authors":"Brandy L Callahan, Emma A Climie, Hawra Al-Khaz'Aly, Kate T McKay","doi":"10.3389/fgwh.2025.1607464","DOIUrl":"10.3389/fgwh.2025.1607464","url":null,"abstract":"<p><strong>Background: </strong>Recent research suggests that attention-deficit/hyperactivity disorder (ADHD) is a risk factor for suboptimal cognitive and emotional aging. Due to menopause, women may be more vulnerable to these outcomes than men. This study quantifies age-related changes in the association between self-reported ADHD symptoms and cognitive and emotional complaints, comparing men and women.</p><p><strong>Methods: </strong>Participants were 118 community adults aged 19-79 years (78.0% women). Most had a self-reported ADHD diagnosis (71.2%) or clinically significant ADHD symptoms (78.0%). All completed the self-report Connors Adult ADHD Rating Scale, the Cognitive Failures Questionnaire, the Barkley Deficits in Executive Functioning Scales and the Difficulties in Emotion Regulation Scale. Gender-stratified general linear models predicted cognitive and emotional difficulties from ADHD symptoms, testing age as a moderator.</p><p><strong>Results: </strong>ADHD symptoms showed moderate to strong correlations with all cognitive (.39 < <i>r</i> < .68) and emotional outcomes (.21 < <i>r</i> < .64). In men, the association between ADHD symptoms and cognitive (<i>B</i> = -0.009, <i>p</i> = .021, <i>η</i> <sub>p</sub> <sup>2</sup> = .23) and emotional impulsivity (<i>B</i> = -0.017, <i>p</i> = .012, <i>η</i> <sub>p</sub> <sup>2</sup> = .28) was less pronounced in older than younger participants. Theses patterns were not observed in women. In older women, the association between ADHD symptoms and self-reported cognitive failures was slightly weaker than in younger women (<i>B</i> = -0.017, <i>p</i> = .030, <i>η</i> <sub>p</sub> <sup>2</sup> = .05). Although this interaction was not statistically significant in men, the effect was of similar medium-sized magnitude (<i>η</i> <sub>p</sub> <sup>2</sup> = .08). All associations survived adjustments for depression and anxiety symptoms.</p><p><strong>Conclusion: </strong>Some cognitive and emotional difficulties associated with ADHD symptoms were worse in younger than in older men, but age moderation was not observed in women. The cross-sectional design precludes any conclusions about causality, and it is possible that these results may be explained by greater self-disclosure in women than in men. Results are also interpreted cautiously in the context of relatively small sample size. Altogether, results support the need for a gender-specific lens when considering the lifespan impacts of ADHD symptoms and point to women as a potentially vulnerable segment of the ADHD population regarding cognitive and emotional aging.</p>","PeriodicalId":73087,"journal":{"name":"Frontiers in global women's health","volume":"6 ","pages":"1607464"},"PeriodicalIF":2.4,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12537888/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145350361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of individual and community factors on institutional delivery in Somaliland: a study based on the 2020 Somaliland demographic health survey. 个人和社区因素对索马里兰机构服务的作用:基于2020年索马里兰人口健康调查的研究。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-07 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1574471
Hamze G Dahir, Hodo Abdikarim, Hibo Abdirashid, Hafsa Mohamed, Abdisalam Hassan Muse, Abdirashid M Yousuf, Mohamed A Hussein

Background: Maternal mortality remains a critical concern in low-income countries, where low utilization of institutional delivery services is a contributing factor. This study investigates the influence of individual and community-level factors on institutional delivery among women in Somaliland, a region with a high maternal mortality rate.

Methods: This cross-sectional study used data from the 2020 Somaliland Demographic and Health Survey (SDHS), a nationally representative survey of 3804 women aged 15-49. We employed descriptive statistics and Chi-square tests to examine bivariate associations and multi-level binary logistic regression to assess the impact of individual and community-level factors on the place of delivery.

Results: Only 30.8% of deliveries occurred in health institutions. Bivariate analyses showed significant associations between institutional delivery and maternal age, education (χ² = 328.534, p < 0.001), husband's education (χ² = 362.669, p < 0.001), wealth (χ² = 787.937, p < 0.001), region (χ² = 50.760, p < 0.001), and parity (χ² = 65.227, p < 0.001). Multilevel analysis revealed that 50% of the variance in place of delivery was attributable to community level factors (Model I). Higher maternal education was significantly associated with increased odds of institutional delivery (AOR = 8.87, p < 0.05), while nomadic residence (AOR = 0.28, p < 0.05), residing in Sanaag region (AOR = 0.36, p < 0.05), high parity (five or more children) (AOR = 0.52, p < 0.05), not intending to use contraceptives (AOR = 0.62, p < 0.05), and wanting the pregnancy later (AOR = 0.79, p < 0.05) were significantly associated with decreased odds of institutional delivery. Women in the highest wealth quintile were significantly more likely to deliver in a health facility (AOR = 18.71, p < 0.05).

Conclusion: The study highlights the complex interplay of individual and community-level factors influencing the utilization of institutional delivery in Somaliland. Interventions to promote health facility deliveries must address socioeconomic disparities, improve women's education, ensure accessibility of healthcare for nomadic communities, reduce regional variations, promote family planning and reproductive health services, and take into consideration the impact of parity on health seeking behaviors.

背景:产妇死亡率仍然是低收入国家的一个严重问题,在这些国家,机构分娩服务的利用率低是一个促成因素。本研究调查了索马里兰这个孕产妇死亡率高的地区的个人和社区因素对妇女在机构分娩的影响。方法:本横断面研究使用了2020年索马里兰人口与健康调查(SDHS)的数据,这是一项对3804名15-49岁女性的全国代表性调查。我们采用描述性统计和卡方检验来检验双变量关联和多级二元逻辑回归来评估个人和社区层面因素对分娩地点的影响。结果:只有30.8%的分娩发生在卫生机构。双变量分析显示,机构分娩与产妇年龄、受教育程度存在显著相关性(χ²= 328.534,p χ²= 362.669,p χ²= 787.937,p χ²= 50.760,p χ²= 65.227,p p p p p p p p p p p p p p)。结论:该研究突出了影响索马里兰机构分娩利用的个人和社区因素的复杂相互作用。促进保健设施分娩的干预措施必须解决社会经济差异,改善妇女教育,确保游牧社区获得保健服务,减少地区差异,促进计划生育和生殖健康服务,并考虑到平等对求医行为的影响。
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引用次数: 0
Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms. 预测东非孕妇产前护理延迟启动:使用机器学习算法。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-03 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1488391
Nebebe Demis Baykemagn, Eliyas Addisu Taye, Mequannent Sharew Melaku, Tirualem Zeleke Yehuala, Makda Fekadie Tewelgne, Fetlework Gubena Arage, Adem Tsegaw Zegeye

Background: Sub-Saharan Africa has the highest rate of maternal death due to pregnancy-related complications. The delayed onset of Antenatal care (ANC) is a major underlying factor for maternal mortality. The overall well-being and health of pregnant women and their fetuses greatly depend on the timely initiation of ANC care. This study aims to identify the top predictors of delayed antenatal care initiation in East Africa, including Ethiopia, to provide input for policymakers.

Methodology: We employed secondary data from the Demographic Health Surveys conducted across ten East African countries between 2016 and 2023. After preprocessing the data, which included cleaning and feature selection through Recursive Feature Elimination, we addressed class imbalance using Synthetic Minority Over-sampling Technique (SMOTE). We then applied seven supervised learning algorithms to develop a robust machine learning model. The LGBM Classifier emerged as the top performer for predicting delayed antenatal care initiation, achieving accuracy of 75%, an AUC score of 81%, an F1 score of 78%, a recall of 79%, and a precision of 77%. Additionally, we employed association rule mining to further analyze.

Result: Home delivery, low household income, a large number of household members, unemployment, being a younger woman, not using family planning methods, low educational level, and rural residence are predictors of delayed antenatal care initiation.

Conclusion: The prevalence of late antenatal care (ANC) initiation is high (65%). Promote family planning utilization, targeted health literacy campaigns, youth-friendly programs, expand mobile clinics, and promote skilled birth attendance to increase timely ANC initiation are recommended.

背景:撒哈拉以南非洲因妊娠相关并发症造成的孕产妇死亡率最高。产前护理的延迟开始是孕产妇死亡的一个主要潜在因素。孕妇及其胎儿的整体福祉和健康在很大程度上取决于能否及时开始产前护理。本研究旨在确定东非(包括埃塞俄比亚)延迟产前保健启动的主要预测因素,为政策制定者提供投入。方法:我们采用了2016年至2023年在十个东非国家进行的人口健康调查的二手数据。在对数据进行预处理(包括通过递归特征消除进行清洗和特征选择)之后,我们使用合成少数派过采样技术(SMOTE)来解决类不平衡问题。然后,我们应用了七种监督学习算法来开发一个鲁棒的机器学习模型。LGBM分类器在预测延迟产前护理开始方面表现最佳,准确率为75%,AUC评分为81%,F1评分为78%,召回率为79%,精度为77%。此外,我们使用关联规则挖掘来进一步分析。结果:家庭分娩、家庭收入低、家庭成员多、失业、女性年龄偏小、未采取计划生育措施、文化程度低、居住在农村是延迟产前保健启动的预测因素。结论:晚期产前护理(ANC)开始率高(65%)。建议促进计划生育的利用,开展有针对性的卫生扫盲运动,开展对青年友好的方案,扩大流动诊所,并促进熟练助产,以增加及时启动非计划生育。
{"title":"Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms.","authors":"Nebebe Demis Baykemagn, Eliyas Addisu Taye, Mequannent Sharew Melaku, Tirualem Zeleke Yehuala, Makda Fekadie Tewelgne, Fetlework Gubena Arage, Adem Tsegaw Zegeye","doi":"10.3389/fgwh.2025.1488391","DOIUrl":"10.3389/fgwh.2025.1488391","url":null,"abstract":"<p><strong>Background: </strong>Sub-Saharan Africa has the highest rate of maternal death due to pregnancy-related complications. The delayed onset of Antenatal care (ANC) is a major underlying factor for maternal mortality. The overall well-being and health of pregnant women and their fetuses greatly depend on the timely initiation of ANC care. This study aims to identify the top predictors of delayed antenatal care initiation in East Africa, including Ethiopia, to provide input for policymakers.</p><p><strong>Methodology: </strong>We employed secondary data from the Demographic Health Surveys conducted across ten East African countries between 2016 and 2023. After preprocessing the data, which included cleaning and feature selection through Recursive Feature Elimination, we addressed class imbalance using Synthetic Minority Over-sampling Technique (SMOTE). We then applied seven supervised learning algorithms to develop a robust machine learning model. The LGBM Classifier emerged as the top performer for predicting delayed antenatal care initiation, achieving accuracy of 75%, an AUC score of 81%, an F1 score of 78%, a recall of 79%, and a precision of 77%. Additionally, we employed association rule mining to further analyze.</p><p><strong>Result: </strong>Home delivery, low household income, a large number of household members, unemployment, being a younger woman, not using family planning methods, low educational level, and rural residence are predictors of delayed antenatal care initiation.</p><p><strong>Conclusion: </strong>The prevalence of late antenatal care (ANC) initiation is high (65%). Promote family planning utilization, targeted health literacy campaigns, youth-friendly programs, expand mobile clinics, and promote skilled birth attendance to increase timely ANC initiation are recommended.</p>","PeriodicalId":73087,"journal":{"name":"Frontiers in global women's health","volume":"6 ","pages":"1488391"},"PeriodicalIF":2.4,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12531232/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145330869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of self-stigma on personal recovery: sex differences in people with psychotic spectrum disorders. 自我耻感对个人康复的影响:精神病谱系障碍患者的性别差异。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-10-03 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1655885
Daniela Leon-Morales, Jose-Blas Navarro, Maria Lamarca, Fermín González-Higueras, Pedro Torres, Jordi Cid, Eva Frigola-Capell, Irene Birulés, Susana Ochoa, Carme Vidal, Gemma Garrido, Josep Maria Crosas, Ana Aznar, Carolina Palma-Sevillano, Aina Sastre-Buades, Julia Sevilla-Llewellyn-Jones, Oscar Vallina-Fernández, Enrique Gutiérrez, Ana Calvo, Ana Barajas

Introduction: Recently, there has been growing evidence on self-stigma and personal recovery in people with psychotic spectrum disorders. However, despite the influence of sex on mental health and the social component of self-stigma and recovery, the evidence regarding self-stigma, personal recovery, and sex is limited and inconsistent. This research aims to study the role of sex in the effect that self-stigma has on the personal recovery of people with psychotic spectrum disorders.

Methods: A sample of 118 patients with a psychosis diagnose participated in the study (55.9% men). They were recruited from 9 clinical centers in Spain. Data were collected through the Internalized Stigma of Mental Illness and the Recovery Assessment Scale.

Results: The effect of self-stigma on personal recovery differed according to the sex of the person. Specifically, in women, personal recovery decreased as self-stigma and alienation increased. Also, a higher self-stigma was associated with a lower personal confidence, hope and symptom control. In contrast, in men, a higher alienation was associated with higher personal confidence, hope and success orientation. These results were adjusted for educational level, comorbidity, number of psychotic episodes, and the time between symptom onset and treatment initiation.

Discussion: These findings highlight the urgent need to explore further the role of sex on recovery and to have a sex-sensitive approach in policies and interventions in this population. This would benefit their recovery and, in consequence, their quality of life. Future studies should expand the sample and explore other factors that could be influencing the process of recovery and self-stigma.

近年来,越来越多的证据表明,精神病谱系障碍患者的自我耻辱和个人康复。然而,尽管性对心理健康和自我耻辱感和康复的社会成分有影响,但关于自我耻辱感、个人康复和性的证据有限且不一致。本研究旨在研究性别在自我耻辱感对精神病谱系障碍患者个人康复的影响中的作用。方法:118例确诊为精神病的患者参与研究,其中男性占55.9%。他们是从西班牙的9个临床中心招募的。通过心理疾病内化污名和康复评估量表收集数据。结果:自我耻辱感对个体康复的影响因性别而异。具体来说,在女性中,随着自我耻辱感和疏离感的增加,个人的恢复也在减少。此外,较高的自我耻辱感与较低的个人信心、希望和症状控制有关。相反,在男性中,更高的疏离感与更高的个人信心、希望和成功取向相关。这些结果根据受教育程度、合并症、精神病发作次数以及症状出现和治疗开始之间的时间进行了调整。讨论:这些发现强调了进一步探索性别在康复中的作用的迫切需要,以及在这一人群的政策和干预中采取性别敏感的方法。这将有利于他们的康复,从而提高他们的生活质量。未来的研究应扩大样本,并探索可能影响康复过程和自我污名的其他因素。
{"title":"Effect of self-stigma on personal recovery: sex differences in people with psychotic spectrum disorders.","authors":"Daniela Leon-Morales, Jose-Blas Navarro, Maria Lamarca, Fermín González-Higueras, Pedro Torres, Jordi Cid, Eva Frigola-Capell, Irene Birulés, Susana Ochoa, Carme Vidal, Gemma Garrido, Josep Maria Crosas, Ana Aznar, Carolina Palma-Sevillano, Aina Sastre-Buades, Julia Sevilla-Llewellyn-Jones, Oscar Vallina-Fernández, Enrique Gutiérrez, Ana Calvo, Ana Barajas","doi":"10.3389/fgwh.2025.1655885","DOIUrl":"10.3389/fgwh.2025.1655885","url":null,"abstract":"<p><strong>Introduction: </strong>Recently, there has been growing evidence on self-stigma and personal recovery in people with psychotic spectrum disorders. However, despite the influence of sex on mental health and the social component of self-stigma and recovery, the evidence regarding self-stigma, personal recovery, and sex is limited and inconsistent. This research aims to study the role of sex in the effect that self-stigma has on the personal recovery of people with psychotic spectrum disorders.</p><p><strong>Methods: </strong>A sample of 118 patients with a psychosis diagnose participated in the study (55.9% men). They were recruited from 9 clinical centers in Spain. Data were collected through the Internalized Stigma of Mental Illness and the Recovery Assessment Scale.</p><p><strong>Results: </strong>The effect of self-stigma on personal recovery differed according to the sex of the person. Specifically, in women, personal recovery decreased as self-stigma and alienation increased. Also, a higher self-stigma was associated with a lower personal confidence, hope and symptom control. In contrast, in men, a higher alienation was associated with higher personal confidence, hope and success orientation. These results were adjusted for educational level, comorbidity, number of psychotic episodes, and the time between symptom onset and treatment initiation.</p><p><strong>Discussion: </strong>These findings highlight the urgent need to explore further the role of sex on recovery and to have a sex-sensitive approach in policies and interventions in this population. This would benefit their recovery and, in consequence, their quality of life. Future studies should expand the sample and explore other factors that could be influencing the process of recovery and self-stigma.</p>","PeriodicalId":73087,"journal":{"name":"Frontiers in global women's health","volume":"6 ","pages":"1655885"},"PeriodicalIF":2.4,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12598782/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145497631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Depression and anxiety in Chinese pregnant women in the mid-phase of the COVID-19 pandemic: a cross-sectional study. COVID-19大流行中期中国孕妇的抑郁和焦虑:一项横断面研究
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1641022
Su-Fen Qi, Wei-Hong Zhang, Li-Yan Du, Jie Hu

Background: This study aimed to evaluate the prevalence and associated factors of depressive and anxiety symptoms among Chinese pregnant women during the middle period of COVID-19.

Methods: From May to August 2021, a cross-sectional online survey was conducted among pregnant women in Shijiazhuang, Hebei Province. The data collected included demographic characteristics (age, occupation, region, parity, number of fetuses, pregnancy-related disorders, education level, awareness of common symptoms, attention to the epidemic, and frequency of temperature measurement). We recruited participants using a convenience sampling approach. Depression and anxiety were assessed using self-depression rating scale (SDS) and a self-rating anxiety scale (SAS). A univariate and multivariable binomial logistic regression model was applied to identify risk factors for depression and anxiety.

Results: Cronbach's α coefficients for SDS and SAS were 0.837 and 0.826, respectively. Among 1,036 participants, the prevalence of depressive and anxiety symptoms was 59.8% (620 cases) and 6.7% (69 cases), respectively. Factors associated with depression included the number of fetuses (OR = 2.98, 95% CI 1.22-7.31), education level (OR = 0.58, 95% CI 0.45-0.75), attention to the epidemic (OR = 0.65, 95% CI 0.42-0.91), and frequency of temperature measurement (OR = 0.62, 95% CI 0.41-0.93). Factors associated with anxiety included parity (OR = 0.51, 95% CI 0.31-0.83), attention to the epidemic (OR = 2.14, 95% CI 1.18-3.89), and frequency of temperature measurement (OR = 2.86, 95% CI 1.08-7.52). Multivariate binomial logistic regression analysis indicated that a higher education level was an associated factor for depression (adjusted OR = 0.52, 95% CI 0.38-0.70). However, the parity (adjusted OR = 0.46, 95% CI 0.26-0.82) and pregnancy-related disorders (adjusted OR = 2.55, 95% CI 1.46-4.45) were independent associated factors for anxiety.

Conclusion: Pregnant women with lower education levels, primipara status, and pregnancy-related disorders were association with higher levels of depression and anxiety during the middle period of COVID-19. These findings suggest the need for targeted interventions to support the mental health of pregnant women during pandemics.

背景:本研究旨在评估新冠肺炎中期中国孕妇抑郁和焦虑症状的患病率及相关因素。方法:于2021年5 - 8月对河北省石家庄市孕妇进行横断面在线调查。收集的数据包括人口统计学特征(年龄、职业、地区、胎次、胎儿数量、妊娠相关疾病、教育水平、对常见症状的认识、对流行病的关注以及测温频率)。我们使用方便的抽样方法招募参与者。采用抑郁自评量表(SDS)和焦虑自评量表(SAS)对抑郁和焦虑进行评估。采用单变量和多变量二项logistic回归模型确定抑郁和焦虑的危险因素。结果:SDS和SAS的Cronbach's α系数分别为0.837和0.826。在1036名参与者中,抑郁和焦虑症状的患病率分别为59.8%(620例)和6.7%(69例)。与抑郁相关的因素包括胎数(OR = 2.98, 95% CI 1.22-7.31)、受教育程度(OR = 0.58, 95% CI 0.45-0.75)、对流行病的关注(OR = 0.65, 95% CI 0.42-0.91)和测温频率(OR = 0.62, 95% CI 0.41-0.93)。与焦虑相关的因素包括胎次(OR = 0.51, 95% CI 0.31-0.83)、对疫情的关注(OR = 2.14, 95% CI 1.18-3.89)和测温频率(OR = 2.86, 95% CI 1.08-7.52)。多因素二项logistic回归分析显示,高等教育程度是抑郁症的相关因素(调整后OR = 0.52, 95% CI 0.38 ~ 0.70)。然而,胎次(调整后OR = 0.46, 95% CI 0.26-0.82)和妊娠相关疾病(调整后OR = 2.55, 95% CI 1.46-4.45)是焦虑的独立相关因素。结论:低文化程度、初产妇状态、妊娠相关疾病的孕妇在COVID-19中期抑郁和焦虑水平较高。这些发现表明,需要采取有针对性的干预措施,以支持大流行期间孕妇的心理健康。
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引用次数: 0
Women's lived experience of incarceration in Kobo Prison Center, Ethiopia: implications for social work practice. 埃塞俄比亚Kobo监狱中心妇女监禁的生活经验:对社会工作实践的启示。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1561108
Sindew Asmare, Tesfa Anmut, Siyoum Mekonnen

Introduction: Ethiopian women in prison face unique and exacerbated issues that are not adequately addressed by the criminal justice system, especially when it comes to gender responsive social work services. This study uses a qualitative phenomenological design to investigate the lived experiences of women who are incarcerated in the Amhara region at Kobo Prison. The study focuses on the ways in which social work interventions affect the psychosocial well-being and empowerment of these women.

Methods: Seven participants were specifically chosen from among the roughly 70 female inmates housed at Kobo Prison to offer a range of viewpoints on the experiences of incarceration. Owing to COVID-19 limitations, open-ended written questionnaire that participants filled out in private were used to collect data, guaranteeing confidentiality. An inductive thematic approach was used to manually analyze the responses.

Results: Findings indicate that incarcerated women face significant barriers including inadequate mental health support, lack of childcare provisions, and insufficient protection from gender based violence, and limited access to vocational and educational opportunities. The informal, underfunded, and frequently gender-insensitive social work services provided in prisons increase women's vulnerabilities and impede their rehabilitation. Notwithstanding these obstacles, counseling services and skill building exercises turned out to be crucial facilitators of empowerment and resilience.

Discussion: The study emphasizes how important it is to establish gender responsive social work programs that are specifically designed to meet the needs of Ethiopian women who are incarcerated. By putting women's voices front and center, the study adds important knowledge to the little studied field of correctional social work in low-income settings and offers data to support program development and policy changes. In the end, the results support comprehensive, gender-sensitive strategies to enhance the wellbeing and social reintegration of women who are incarcerated.

简介:埃塞俄比亚监狱中的妇女面临着刑事司法系统没有充分解决的独特和加剧的问题,特别是在涉及性别敏感的社会工作服务时。本研究采用定性现象学设计来调查在阿姆哈拉地区Kobo监狱被监禁的妇女的生活经历。这项研究的重点是社会工作干预影响这些妇女的心理健康和赋权的方式。方法:从Kobo监狱大约70名女囚犯中挑选了7名参与者,让他们就监禁经历提供一系列观点。由于COVID-19的限制,使用参与者私下填写的开放式书面问卷来收集数据,以保证保密性。采用归纳主题法对回答进行人工分析。结果:调查结果表明,被监禁妇女面临重大障碍,包括心理健康支持不足、缺乏托儿服务、不受基于性别的暴力侵害的保护不足,以及获得职业和教育机会的机会有限。监狱中提供的非正规、资金不足且往往对性别问题不敏感的社会工作服务增加了妇女的脆弱性,阻碍了她们的康复。尽管存在这些障碍,但咨询服务和技能培养练习被证明是赋权和恢复力的关键促进者。讨论:该研究强调了建立性别敏感的社会工作项目的重要性,这些项目是专门为满足埃塞俄比亚被监禁妇女的需求而设计的。通过将女性的声音放在首位和中心位置,该研究为低收入环境下的惩教社会工作这个很少被研究的领域增加了重要的知识,并为支持项目发展和政策变化提供了数据。最后,研究结果支持全面的、对性别问题敏感的战略,以提高被监禁妇女的福祉和重返社会。
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引用次数: 0
Advancing and scaling up sexual and reproductive health services for climate adaptation and resilience in Uganda. 在乌干达推进和扩大性健康和生殖健康服务,以促进气候适应和抵御能力。
IF 2.4 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.3389/fgwh.2025.1623785
Niona Nakuya Kasekende, Charles Kabiswa, Joshua Zake, Monica K Kansiime

Background: Climate change significantly affects Uganda's economy and human well-being, with disproportionate impacts on the sexual and reproductive health (SRH) services of women and girls. However, SRH remains largely absent from climate change policy frameworks. This study examines the extent to which SRH is integrated into Uganda's climate policy frameworks and explores stakeholder perceptions of the impacts of climate change on SRH to provide insights for more inclusive and integrated policies.

Methods: The study used a mixed-methods approach, combining policy document analysis with primary qualitative data. Key documents reviewed included climate change and health policies, strategies, plans, and national medium- and long-term development frameworks. Forty purposively selected key informants and 24 focus group discussions with 321 participants in Buikwe District were conducted. Qualitative data were analyzed using content analysis to identify key themes and gaps.

Results: Uganda's climate policy frameworks acknowledge the gender-differentiated impacts of climate change and highlight the importance of SRH services but fall short of outlining concrete actions to address SRH within climate adaptation and mitigation strategies. Key informants highlighted limited stakeholder awareness and weak institutional coordination as major barriers to integrating SRH into climate action. Community respondents noted that climate extremes degrade critical infrastructure, disrupt access to SRH services and increase vulnerabilities, including a heightened risk of gender-based violence.

Conclusions: The impact of the climate crisis on SRH is increasingly evident, particularly for women and girls, yet Uganda's key climate policies still exhibit lack of concrete actions to address SRH vulnerabilities. Prioritizing SRH within climate adaptation efforts, especially through resilient health systems and livelihood support such as climate resilient agricultural training and vocational programs for women and girls is key to advancing both gender and health equity, and climate resilience in Uganda. This should be supported by robust gender disaggregated data, stronger institutional coordination, and inclusive, community-led planning.

背景:气候变化严重影响乌干达的经济和人类福祉,对妇女和女孩的性健康和生殖健康服务产生不成比例的影响。然而,在气候变化政策框架中,性健康和健康在很大程度上仍然缺席。本研究考察了SRH融入乌干达气候政策框架的程度,并探讨了利益相关者对气候变化对SRH影响的看法,为更具包容性和综合性的政策提供见解。方法:采用政策文件分析与原始定性资料相结合的混合方法。审查的主要文件包括气候变化和卫生政策、战略、计划以及国家中长期发展框架。在Buikwe区,有目的地选择了40名关键线人,并与321名参与者进行了24次焦点小组讨论。定性数据分析使用内容分析,以确定关键主题和差距。结果:乌干达的气候政策框架承认气候变化的性别差异影响,并强调性健康和生殖健康服务的重要性,但没有概述在气候适应和缓解战略范围内解决性健康和生殖健康问题的具体行动。关键信息提供者强调,利益相关者意识有限和机构协调薄弱是将SRH纳入气候行动的主要障碍。社区受访者指出,极端气候破坏了关键基础设施,扰乱了对性健康和生殖健康服务的获取,并增加了脆弱性,包括性别暴力的风险增加。结论:气候危机对性健康和生殖健康的影响日益明显,尤其是对妇女和女孩而言,然而乌干达的主要气候政策仍然缺乏解决性健康和生殖健康脆弱性的具体行动。在气候适应工作中优先考虑性健康和生殖健康问题,特别是通过具有复原力的卫生系统和生计支持,如针对妇女和女童的具有气候复原力的农业培训和职业规划,是促进乌干达性别平等和健康平等以及气候复原力的关键。这应得到强有力的按性别分列的数据、更强有力的机构协调和包容性的、社区主导的规划的支持。
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引用次数: 0
期刊
Frontiers in global women's health
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