Yoxas/statistical_literacy huggingface dataset:
Women have been historically underrepresented in Cardiology and its subspecialties. However, limited research has been done to examine the trends of representation of women in cardiology and its subspecialties over time. Our study aims to examine these trends and compare them to other internal medicine subspecialties. We used data from the Accreditation Council for Graduate Medical Education (ACGME) to conduct a retrospective analysis of the gender trends of cardiology and its subspecialties over a decade from 2013 to 2023. Chi-square statistical testing was used to compare representation percentages across groups. A p-value <0.05 was considered statistically significant. Compared to all internal medicine subspecialties, cardiology and its subspecialties continues to remain the least represented by women. We found a statistically significant increase in women's representation in cardiovascular disease and interventional cardiology. However, there was no statistically significant changes in the representation of women in electrophysiology and advanced heart failure. We have found over the last decade that there was a positive trend in overall women fellows choosing cardiology and its subspecialties, especially since 2018. While strides have been made in increasing the number of female fellows in cardiology, it still lags compared to other internal medicine subspecialties. As we celebrate this minor milestone, it is crucial to emphasize the importance of persistently overcoming obstacles and fostering a supportive environment throughout all training phases to attract, retain, and mentor female trainees.
Women living in high-quality healthcare systems are more likely to use oral contraceptives at some point in their lives. Research findings have sparked controversial discussions about contraception in the scientific community and the media, potentially leading to higher rates of method discontinuation. Understanding the underlying motives for method discontinuation is crucial for reproductive health equity and future programming interventions. To address this question, this study aims to explore women's experiences of oral contraceptive use and discontinuation on YouTube. A concurrent explanatory mixed-methods design was used to conduct content analysis of German YouTube videos. The information from 175 videos of 158 individuals was extracted through quantitative descriptive content analysis. Twenty-one individuals were included in the qualitative content analysis. The body was a recurring theme in the pill biographies. Women described, for example, bodily sensations as reasons for taking and stopping the pill. They also described positive and negative side effects while taking the pill and after stopping. The most common side effects of taking the pill mentioned by YouTubers were mood swings (76/158), weight gain (45/158), headaches (33/158), and depressed mood (45/158). The symptoms after discontinuation reported most were facial skin impurities (108/158), decreased mood swings (47/158), hair loss (42/158), and weight loss (36/158). Overall, women overwhelmingly rated their discontinuation experience as positive (87/91). The study identified key symptoms of oral contraceptive initiation and discontinuation by portraying the experiences of female YouTubers, adding valuable insights to the understanding of method initiation and discontinuation. Further research is needed to explore women's personal experiences with method discontinuation beyond the YouTube platform.
Women living with metastatic breast cancer (MBC) are at risk of significantly impaired quality of life (QOL), symptom burden, distress and fear of progression, and unmet needs, yet they face barriers to accessing evidence-based psychosocial treatments. Our group therefore developed Finding My Way-Advanced (FMW-A), a web-based self-guided psychosocial program for women with MBC. This study aims to assess its efficacy in improving mental and other QOL domains, distress, fear of progression, unmet needs, and health service utilisation. The multi-site randomised controlled trial (RCT) will enrol 370 Australian participants. Eligible participants are adult (18 years +) women diagnosed with MBC, with a life expectancy of 6 months or more, with sufficient English-language literacy to provide informed consent. Participants will be identified, screened and referred from one of 10 Australian sites, or via self-referral in response to advertisements. Participants complete four online questionnaires: prior to accessing their program ('baseline'), 6 weeks later ('post-intervention'), then 3 months and 6 months post-intervention. Consenting participants will be randomised to either FMW-A (intervention), or Breast Cancer Network Australia's (BCNA) online/app resource My Journey (minimal intervention attention-control). This is a single-blind study, with randomisation computer-generated and stratified by site. FMW-A is a 6-module program addressing some of the most common issues experienced by women with MBC, with BCNA control resources integrated within the 'resources' section. All modules are immediately accessible, with an additional booster module released 10 weeks later. The primary outcome is mental QOL; statistical criteria for superiority is defined as a 4-point difference between groups at post-treatment. Secondary outcomes include other QOL domains, distress, fear of progression, health service use, intervention adherence, and user satisfaction. This will be the first adequately powered RCT of a self-directed online intervention for women with MBC. If efficacious, FMW-A will help address two national key priorities for management of MBC - enhancing QOL and reducing symptom burden. FMW-A has the potential to address unmet needs and overcome access barriers for this overlooked population, while reducing health system burden. The study was registered prospectively with the ANZCTR on 29/10/2021. Trial ID ACTRN12621001482853p. https://anzctr.org.au/Trial/Registration/TrialReview.aspx?id=382714&isReview=true.
Women of childbearing age feel great about giving birth, but the pain could be excruciating depending on their pain tolerances. Midwives requires obstetrical knowledge and skills such as pain management during labour and safety. We explored midwives' perspectives on the utilisation of pharmacological pain alleviation interventions during labour in selected hospitals in Matjhabeng Municipality, Free State province, South Africa. A qualitative study was undertaken, involving a sample of ten midwives, using a semi-structured interview guide. The interviews were audio-recorded and transcribed verbatim. Tesch's open coding data analysis method was applied to analyse the data. The midwives were restricted to use Pethidine and Phenergan prescribed by doctors for labour pain relief, which disrupted labour pain management and obliged them either to wait for a physician or follow telephone instructions. According to the midwives, women taking Pethidine and Phenergan encountered adverse effects and discomfort. Midwives identified high workload, inadequate personnel, lack of skill and knowledge, lack of medication availability, and lack of infrastructure as the primary challenges of administering pharmacological methods to women in labour. The lack of standing orders, which delays the administration of medications pending a physician's prescription, constituted an additional difficulty. In the instance that Pethidine and Phenergan were unavailable or ineffective for some women, the midwives recommended that women be administered alternative pharmacological pain relievers. They also advocated for institutionalization of pharmacological guidelines allowing them to use their discretion when treating labour pain. Midwives can only utilise a few standardised and regulated pharmacological medications for labour pain management. The midwives' ability to administer pharmacological pain relief during labour was hampered by a high workload burden, insufficient staff, lack of skill and understanding, drug unavailability, and inadequate infrastructure. Midwives advocated for supported guidelines that would allow them to treat labour pain at their discretion. Intersectoral stakeholders are required to improve midwife skills and attitudes. Health facilities need to train and supply analgesics to midwives. Midwives ought to be familiar with pharmacological pain relievers.
Women undergoing adjuvant therapy for breast cancer have diverse information needs that remain unfulfilled. Extensive research has shown that access to relevant information about their condition can significantly enhance the quality of life for these women, making it an essential part of cancer care. However, various clinical and socioeconomic factors influence the information needs of these women. Hence, the primary aim of this study is to identify predictors of the information needs of women undergoing adjuvant therapy for breast cancer. In addition, this study will also describe the preferred sources of information and the optimal timing for its acquisition. A facility-based cross-sectional study was undertaken at Tikur Anbessa Specialty Hospital, enlisting a cohort comprising 121 women undergoing adjuvant therapy for breast cancer. Trained interviewers administered an Amharic-translated Toronto information needs questionnaire specifically designed for breast cancer to assess the information needs of the study participants Statistical analysis was executed using the sophisticated software SPSS (version 25). Descriptive statistics were employed to summarize the variables of the study. A linear regression analyses was then carried out to identify notable predictors that significantly influenced the information needs of the women. The total mean score for overall information needs in the current study was 194.30 (± 28.01), with a range scale of 142-260 and a standardized mean score of 3.74 (± 0.54). The disease and treatment domains had the highest information needs, with standardized mean scores (standard deviation) of 4.00 (± 0.54) and 3.77 (± 0.59), respectively. 95% of the participants sought information from healthcare professionals, and 67.7% of the women needed the information before beginning the treatments. Predictors of information needs were following a single treatment option (β = 12.68; 95% CI (0.68, 24.68); P = 0.039) and joining higher education and above (β = 17.1; 95% CI (1.47, 34.14); P = 0.033). The women exhibited a substantial demand for information. Healthcare professionals need to consider the women's educational background and treatment status while delivering the needed information.
Women undergoing postmastectomy breast reconstruction face many complex choices. A myriad of online patient education materials exist to assist in decision making. Understanding of these materials, termed health literacy, affects surgical decision making and outcomes. The National Institutes of Health recommends writing patient education materials at a sixth- to seventh-grade reading level. The primary goal of this study was to assess readability of online breast reconstruction materials. Resources were collected from every academic hospital with a plastic surgery residency program, 97 in total. These data were compared with the top nonacademic Web sites ranked by search engine results, 14 in total. Materials were analyzed using 3 validated readability assessment scales: Coleman-Liau Index, SMOG (Simplified Measure of Gobbledygook) Readability Formula, and Flesch-Kincaid Grade Level. Average readability was analyzed, and results were compared using a 1-way analysis of variance to assess for significance between the different tools and a 2-sided t test to assess for significance between academic and nonacademic readability results. The mean readability scores across the academic programs were a Coleman-Liau Index of 13.38 (standard Deviation [SD] 2.81, 13th to 14th grade), Flesch-Kincaid Grade Level of 13.04 (SD = 3.9, 13th grade), and SMOG Readability of 13.64 (SD = 2.99, 13th to 14th grade). For the 14 nonacademic sites, results showed a Coleman-Liau Index of 11.93 (SD = 1.14, 12th grade), Flesch-Kincaid of 11.82 (SD = 2.33, 11th to 12th grade), and SMOG Readability of 10.91 (SD = 1.79, 11th grade). One-way analysis of variance demonstrated no significant differences in mean readability scores across the 3 readability tools used (academic F = 2.7804, P = 0.06; nonacademic F = 1.14, P = 0.33). Two-tailed t test results demonstrated that there was statistical significance between readability of the academic in comparison with nonacademic search engine results (t = 2.04, P = 0.04). Average readability across all Web sites were much higher than the recommended reading level, at a 13th to 14th grade reading level for academic institutions, and an 11th to 12th grade for nonacademic Web sites. Plastic surgeons may contribute to improving patient understanding and perioperative outcomes through revising patient education materials.
Women who fail to initiate contraceptive use within the first year after childbirth face an increased likelihood of experiencing unintended pregnancies in close succession. In regions with limited resources, the use of postpartum contraceptives, particularly long-acting reversible contraceptives, remains notably low. Consequently, this study sought to assess the prevalence and determinants of postpartum long acting reversible contraceptives in the extended postpartum period in the Shashago district, Central Ethiopia. This study employed a community-based cross-sectional design, conducted between March 1, 2021, and April 15, 2021, involving a total of 617 women of reproductive age. The selection of study participants was performed using a multistage stratified sampling technique. Data collection was carried out through the use of a structured interviewer-administered questionnaire. Subsequently, the collected data were entered into Epi-data version 3.1 and exported to SPSS version 25 for further analysis. Bivariate and multivariable logistic regression analyses were conducted, and statistical significance was determined using a P value of 0.05, along with adjusted odds ratios (AORs) and their corresponding 95% confidence interval (CI). A total of 224(36.3%) women used long-acting contraceptives after giving birth. Among these women, 31.1% used Implanon, while 5.2% used an intrauterine device (IUD). Factors significantly associated with the use of long-acting contraceptives after childbirth included age 25-29 years (AOR: 1.8, 95% CI: 1.1-3.0), age ≥ 35 years (AOR = 8.7, 95% CI: 3.6-21.5), primary education (AOR = 3.3, 95% CI: 1.6-6.7), secondary education and above (AOR = 3.5, 95% CI: 1.5-8.3), and history of abortion (AOR = 2.7, 95% CI: 1.3-5.4). Additionally, having good knowledge of long-acting contraceptives after childbirth (AOR: 2.4, 95% CI: 1.5-3.9) was significantly associated with their use. This study revealed that a small number of women opt for long-acting contraceptives after childbirth, with Implanon being more popular than IUDs. Factors such as age, education level, abortion history, pregnancy counseling, and knowledge about long-acting contraceptives were linked to their usage. Integrating contraceptive counseling into routine antenatal and postnatal care is essential for ensuring access to postpartum contraception. Tailored interventions based on age and education level could also help promote long-acting contraceptive use. More research and targeted interventions are needed to overcome these barriers and improve access to these methods for postpartum women.
Women with substance-use issues are overrepresented in prison. Research on women's recidivism often focuses on offending behaviour rather than the health and social circumstances women are experiencing when reimprisonment occurs. This study examines the relationship between social determinants of health (SDOH), mental health, substance-use and recidivism among women exiting prison with histories of substance-use. A retrospective cohort study of women exiting prison who completed the transitional support programme "Connections" between 2008 and 2018. Recidivism was measured up to two years post-release. Women's support needs were measured at baseline (4 weeks pre-release) and follow-up (four weeks post-release). Ongoing needs in relation to well-established SDOH were calculated if: (1) at baseline women were identified as having a re-entry need with housing, employment, finances, education, domestic violence, child-custody and social support and (2) at follow-up women reported still needing help in that area. Women's self-reported substance-use and mental health since release were captured at follow-up. Descriptive statistics were calculated for all measures. Associations between SDOH, mental health, substance-use and recidivism were estimated by multiple logistic regression, adjusting for potential confounders. We also evaluated the mediating effects of mental health on the relationship between SDOH and substance-use. Substance-use was associated with increased odds of recidivism (adjusted odds ratio (AOR) 1.8, 95% confidence interval (CI) 1.1-2.9; p = 0.02). Poor mental health (AOR 2.9, 95% CI 1.9-4.6; p = < 0.01), ongoing social support (AOR 3.0, 95% CI 1.9-5.0; p = < 0.01), child-custody (AOR 1.9, 95% CI 1.0-3.3 p = 0.04), financial (AOR 2.0, 95% CI 1.3-3.2; p = < 0.01) and housing (AOR 1.8, 95% CI 1.1-2.9; p = 0.02) needs were individually associated with increased odds of substance-use. Mediation analysis found mental health fully mediated the effects of ongoing housing (beta efficiency (b) = - 033, standard error (SE) 0.01; p = 0.05), financial (b = 0.15, SE 0.07; p = 0.05), child-custody (b = 0.18, SE 0.01; p = 0.05) and social support (b = 0.36, SE 0.1; p = 0.05) needs onto substance-use, and partially mediated the effects of domestic violence (b = 0.57, SE 0.23; p = 0.05) onto substance-use. This study underscores the critical importance of addressing the interplay between SDOH, mental health, substance-use and recidivism. An approach that targets SDOH holds the potential for reducing mental distress and substance-use, and related recidivism.
Women's empowerment is an important policy agenda that is critical for developing countries like Bangladesh to achieve sustainable development goals (SDGs). The prime objective of this paper was to examine whether community savings groups can truly improve the economic conditions of women which turns into women's empowerment in fishing communities or not. The propensity score matching (PSM) and logistic regression technique were incorporated, and required data were collected from Community Savings Groups (CSG) interventions and non-CSG villages of coastal Bangladesh. Quantitative data were collected from 615 women comprising 306 CSG participants (treatment group) and 309 non-participants (control group). The results affirm CSG group members were economically more solvent and less dependent on borrowed money than non-CSG group members. Improved economic indicators (savings, income and expenditure) of CSG households make the foundation of attaining women's empowerment for the intervened group. The findings revealed that CSG women performed better in various dimensions of leadership capacity than non-CSG women. Econometric analysis confirmed positive impacts of CSG interventions on savings, gross household income, earning from catching fish, alternative income-generating activities (AIGAs), expenditure, and women's empowerment. The initiatives of CSG not only generate economic well-being but also contribute to women's empowerment. Financial access, improved literacy and an enabling environment for the productive engagement of women reduce gender inequality in fishing communities. To sustain the benefits of CSG, establishing institutional linkages (advisory and financial), legality/registration of CSGs from the government authority, and facilitation of alternative IGAs are crucial.
Wooden Cultural Heritage (WCH) represents a significant portion of the world's historical and artistic heritage, consisting of immovable and movable artefacts. Despite the expertise developed since ancient times to enhance its durability, wooden artefacts are inevitably prone to degradation. Fungi play a pivotal role in the deterioration of WCH in terrestrial ecosystems, accelerating its decay and leading to alterations in color and strength. Reviewing the literature of the last 25 years, we aimed to provide a comprehensive overview of fungal diversity affecting WCH, the biochemical processes involved in wood decay, and the diagnostic tools available for fungal identification and damage evaluation. Climatic conditions influence the occurrence of fungal species in threatened WCH, characterized by a prevalence of wood-rot fungi (e.g., Serpula lacrymans, Coniophora puteana) in architectural heritage in temperate and continental climates and Ascomycota in indoor and harsh environments. More efforts are needed to address the knowledge fragmentation concerning biodiversity, the biology of the fungi involved, and succession in the degradative process, which is frequently centered solely on the main actors. Multidisciplinary collaboration among engineers, restorers, and life sciences scientists is vital for tackling the challenges posed by climate change with increased awareness. Traditional microbiology and culture collections are fundamental in laying solid foundations for a more comprehensive interpretation of big data.
Work interruption disturbs nurses' flow of thinking, diminishes work efficiency, induces burnout, and causes errors that can threaten patients' lives. Therefore, it is important to identify the causes and measure the extent of work interruption. This study developed a self-report scale and established its validity and reliability for use in hospital settings. Through literature review and in-depth interviews with nurses, we identified two components and developed 25 preliminary items. These items were reviewed by nursing experts for content validity and pilot tested among 20 hospital nurses; subsequently, a 16-item preliminary instrument was finalized. A total of 359 questionnaires were included in the final analysis, and exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were performed. Two factors and 12 items were derived from two rounds of EFA, with a cumulative percentage of variance of 55.73%. Construct validity was established through CFA. The predictive validity and internal consistency reliability of the developed scale were also established. Thus, the 12-item Work Interruption Measurement Scale for Nurses comprising two domains (human and environmental factors) was developed. This scale can be useful in assessing work interruption experienced by nurses and for developing and assessing the effectiveness of interventions pertaining to nurses' work interruption.