Yoxas/statistical_literacy huggingface dataset:
Despite national policy changes, perspective changes on pregnancy and parenting in training are often lacking. We evaluated current viewpoints regarding pregnancy, parenthood, leave needs, and perceptions of support across trainees at our institution. A cross-sectional survey was sent to all residents and fellows at a tertiary care academic center with >700 trainees. Demographic information, opinions on maternity and paternity leave, and opinions on institutional support and career goals were collected. The survey was sent via the Graduate Medical Education Office listserv -- 66 Accreditation Council for Graduate Medical Education (ACGME) programs and 40 non-ACGME programs. Seven hundred and forty-seven house officers received the survey with a response rate of 21.9% (n = 164). Of respondents, 81% were residents and 99 respondents were female (representing 31% of female trainees at our institution). Thirty-seven point two percent of respondents reported being parents. Twenty-five point three percent of respondents had been pregnant while a trainee with no statistical difference by specialty type (P = 0.0817). Statistically significant difference was noted in having children based on sex with men becoming parents at twice the rate of women (56% vs 26%, P < 0.001). No difference was noted between specialties on perceived support while pregnant and peripartum. Thirty percent of parent respondents reported thinking about leaving medical training after having children given family stressors. Statistical difference in thoughts of leaving medicine overall between females (46%) and males (17.6%; P = 0.0238). Men and women need support as they navigate becoming parents at a naturally stressful transition period. Females consider leaving medicine at twice the rate of males after becoming parents. Our institution and other ACGME programs need greater transparency and consistent leave practices that reflect changing times.
Despite nearly a quarter of Venezuelans remaining unvaccinated against coronavirus disease 2019 (COVID-19), the factors contributing to vaccine hesitancy in the country have not been thoroughly investigated. A cross-sectional study was conducted from October 15th to 30th, 2022, using a knowledge, attitudes, and practices (KAP) survey to identify factors associated with COVID-19 vaccine hesitancy. The study analyzed data from 1,930 participants from all 24 states of Venezuela. The majority (93.4%) were vaccinated. The mean age was 40 years, predominantly female (67.3%), and held a university degree (70.6%). The mean KAP score was significantly higher among vaccinated individuals compared to unvaccinated ones (7.79 vs. 3.94 points for knowledge, 40 vs. 24 points for attitudes, and 16 vs. 10 points for practices, all p < 0.001). Increases in the scores for KAP were associated with increased odds of being vaccinated (84.6%, 25.6%, and 33% respectively for each one-point increase, all p < 0.001). Certain demographic factors such as marital status, occupation, religious beliefs, monthly income, and location influence COVID-19 vaccine knowledge. Higher income and certain occupations decrease the odds of low knowledge, while residing in specific states increases it. Attitudes towards the COVID-19 vaccine are influenced by age, health status, vaccination status, and location. Higher income and absence of certain health conditions decrease the odds of negative attitudes. Lastly, age, occupation, monthly income, and location affect vaccine practices. Advanced age and higher income decrease the odds of inappropriate practices, while residing in La Guaira state increases them. Factors such as age, education level, occupation, monthly income, and location were found to be associated with knowledge and attitudes towards COVID-19 vaccine among the surveyed Venezuelans.
Despite new anticoagulants' developments, warfarin is still one of the most commonly used medicines, particularly in the cardiovascular system. One of the significant challenges with warfarin is the prevalence of dangerous side effects such as bleeding and drug and food interactions, which can negatively affect patients if not adequately controlled. As health-care team members, nurses have a crucial role in prescribing this medicine and educating patients. In this regard, this study was conducted to determine the knowledge and practice of nurses working in the cardiovascular wards regarding warfarin. In this cross-sectional, descriptive study, knowledge and practice of 239 nurses working in the cardiovascular wards of teaching hospitals affiliated to Iran University of Medical Sciences have been investigated using European Cardiovascular Nurses Knowledge questionnaire on anticoagulants and the checklist for high-risk drugs safety instructions. The sampling was performed through the stratified sampling method with proportional allocation. Data were analyzed using the SPSS software version 16 through descriptive and inferential statistics (independent t-test, one-way analysis of variance, and Pearson correlation coefficient) (Inc., Chicago, IL, USA). The mean scores of knowledge (18.51 ± 3.87) and practice (10.53 ± 2.12) were slightly higher than the median, and the lowest mean score was related to knowledge on drug interactions (7.62). The practice had a statistically significant relationship with knowledge (P < 0.001). Regarding demographic variables, there was a statistically significant relationship between nurses' knowledge and the education level (P = 0.009) and nurses' practice and age (P = 0.022), work experience (P = 0.032), and work experience in cardiovascular wards (P = 0.036). Based on the findings of this study, the knowledge of nurses working in the cardiovascular wards about warfarin was not sufficient, and their practice was of poor quality. Nurses' lack of knowledge and improper practice can jeopardize drug safety in patients and cause serious side effects such as bleeding. Proper training of nursing students and nurses about warfarin as a high-risk drug, its side effects, and drug-food interactions, and the emphasis on patient education in patients receiving this medicine can effectively reduce the incidence of side effects.
Despite not being frequently recognized, malnutrition, a consequence of chronic kidney disease, negatively affects morbidity, mortality, functional activity, and patient's quality of life. Management of this condition is made more difficult by the dearth of knowledge regarding the symptom burden brought on by inadequate nutritional status. Additionally, there are multiple tools to evaluate nutritional status in CKD; but, Pt-Global web tool/PG-SGA used in oncology, has not been investigated in chronic kidney disease patients. This study aimed to explore the nutritional status, symptom burden and also investigate the predictive validity of Pt-Global web tool/PG-SGA among pre-dialysis diabetic and non-diabetic chronic kidney disease patients. This cross-sectional study was carried out at a renal clinic of a tertiary care public teaching hospital. Nutritional status and symptom burden was evaluated by employing a 'Pt-Global web tool/PG-SGA' which is considered as a preeminent interdisciplinary tool in oncology and other chronic catabolic conditions. The predictive validity of the Pt-Global web tool/PG-SGA, referred as overall score for malnutrition was ascertained using Receiver Operating Curves (ROC). The conclusions were drawn using descriptive statistics, correlation, and regression analysis. In a sample of 450 pre-dialysis CKD patients, the malnutrition was present in 292(64.9%) patients. Diabetic CKD patients exhibit higher proportion of malnutrition 159(35.3%). The prevalence of malnutrition was exacerbated by eGFR reduction. The overall Pt-Global web tool/PGA-SGA score was significantly influenced by the symptoms of fatigue (81.5%), appetite loss (54.8%), physical pain (45.3%), constipation (31.78%), dry mouth (26.2%), and feeling full quickly (25.8%). The ROC analysis showed that the AUC for the total PG-SGA score was 0.988 (95% CI: 0.976-1.000), indicating that it is a reliable indicator of malnutrition. The sensitivity (84.2%) for identifying malnutrition was low when using the conventional tool cut off score of ≥9. Instead, it was discovered that a score of ≥3 had a greater sensitivity (99.3%) and specificity (44.3%) and was therefore recommended. This study not only presents empirical evidence of poor nutritional status in CKD patients but also reveals that it is worse in patients with diabetes, hypoalbuminemia, and poorer kidney function (well recognized risk factors for cardiovascular disease). Early diagnosis and management of symptoms contributing malnutrition will reduce mortality and CKD progression. The Pt-Global web tool/PG-SGA total score of 3 or more appears to be the ideal cut off score for identifying malnutrition, which can be utilized by dietician for improving malnutrition.
Despite nurses representing the largest healthcare professional group, the number is not enough for global health coverage. Understanding Generation Z students' intrinsic and extrinsic motivations, internal and external influences, and beliefs in choosing nursing education is crucial. This knowledge empowers universities to enhance nursing program enrollment through targeted promotion and recruitment strategies. The aim was to understand why Italian students of Generation Z choose the Nursing Degree Course. In this pilot study, a cross-sectional design was used. A survey with closed and open answers analyzing demographics, opinions, and motivations among new enrolled nursing students was administered on the first day of the Bachelor of Nursing Degree course. Descriptive statistics were used. Quantitative data were analyzed with Chi-square and ANOVA tests and qualitative data underwent content analysis and coding. Correlation analysis explored relationships between qualitative and quantitative results. Forty first-year students (85% female, average age 22) completed the questionnaire. The choice of the degree pathway, as the first or second option, is influenced by intrinsic and extrinsic motivations, the student's opinions, and family and social influences. Significant positive and negative associations were evidenced. Negative factors affecting choice included location and the responsibility for nursing care, while positive factors included role models, family advice, passion, curiosity for healthcare, the desire to help others, and family influences on decision-making. Among Italian generation Z students, the choice of the nursing degree pathway is influenced by social models, family advice, passion, the desire to help others, and curiosity. Universities should be more proactive in their recruitment and promotion efforts, transforming these events into vibrant meeting points for professionals from diverse nursing specialties. They should also implement robust information policies that highlight career possibilities spanning clinical practice, management, education, and research areas within the field.
Despite overwhelming evidence in favour of a relaxed fasting protocol, the traditional practice of keeping patients nil per oral from midnight before the day of surgery for all elective operations still appears to hold sway in many practices. A prospective study to evaluate the pattern of preoperative fasting among patients undergoing elective general surgical operations in the Department of Surgery, Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria, was conducted between June and December 2020. Data obtained was analysed using the IBM SPSS Statistics for Windows, version 24, and presented as descriptive statistics in the form of frequencies and percentages. The mean prescribed fasting duration was 11.2 ± 2.4 hours. The mean actual fasting duration of 17.6 ± 13.1 hours was significantly longer than the mean prescribed fasting duration (p= <0.001). Eighty-nine percent of patients fasted for >12 hours before their surgical operations. Bowel surgeries had the longest actual fasting duration of 34.9 ± 27.5 hours, while ventral hernia repairs and superficial mass excisions had the shortest duration of 13.5 ± 0.7 hours. Surgeries performed after noon had the longest actual fasting duration compared to those performed before noon (21.5 ± 18.7 hours vs. 15.6 ± 8.6 hours). Ninety percent of respondents reported hunger score of>4 while fasting. Preoperative fasting duration in our surgical unit remains long and conventional. The potential implications of this practice on patients' physiological status and surgical outcomes are strong enough to motivate a change.
Despite policy relevance, longer-term evaluations of educational interventions are relatively rare. A common approach to this problem has been to rely on longitudinal research to determine targets for intervention by looking at the correlation between children's early skills (e.g., preschool numeracy) and medium-term outcomes (e.g., first-grade math achievement). However, this approach has sometimes over-or under-predicted the long-term effects (e.g., 5th-grade math achievement) of successfully improving early math skills. Using a within-study comparison design, we assess various approaches to forecasting medium-term impacts of early math skill-building interventions. The most accurate forecasts were obtained when including comprehensive baseline controls and using a combination of conceptually proximal and distal short-term outcomes (in the nonexperimental longitudinal data). Researchers can use our approach to establish a set of designs and analyses to predict the impacts of their interventions up to two years post-treatment. The approach can also be applied to power analyses, model checking, and theory revisions to understand mechanisms contributing to medium-term outcomes.
Despite potential exposure to soil-transmitted helminths, especially when stray dogs and cats are present, toxocariasis in inmate populations remains to be established. Accordingly, the present study assessed the seroprevalence and associated risk factors of toxocariasis at the Women's State Penitentiary of Parana, Brazil. A total of 234/370 (63.2%; 95% CI 58.2-68.0) women inmates and 28/87 (32.2%; 95% CI 23.3-42.6) correctional officers were seropositive for anti-Toxocara spp. IgG by ELISA, with inmates 2.62-fold more likely positive (p = 0.00000026). The univariate model has identified that non-white (OR = 1.58, p = 0.047) and older than 39 years (OR = 1.28, p = 0.032) inmates were associated with mild but significant odds for seropositivity. Elementary or higher educational level was considered a protective factor for seropositivity. The presence of Toxocara spp. eggs was observed in 10/15 (66.7%) collected soil samples by centrifuge-flotation in Zinc Sulfate, and molecular analysis by PCR identified only Toxocara cati in these eggs. An intervention program was established with regular trap-neuter-release, with gradual removal for adoption (donation campaigns), treatment, and euthanasia when necessary (particularly due to advanced sporotrichosis). In addition, an educational awareness agenda was proposed, aiming to reduce soil contamination and accidental intake by the incarcerated population. A total of 40 feral cats were trapped, 20 males and 20 females, mostly adults. After trapping, 36 cats were neutered, treated, and microchipped in the Veterinary Teaching Hospital (VTH) at the Federal University of Paraná. Five trapped feral cats were euthanized, four diagnosed with advanced sporotrichosis, and one already neutered cat (not herein) with complications due to feline immunodeficiency virus (FIV). Female inmates presented higher seroprevalence for Toxocara spp. antibodies when compared to correctional officers, significantly associated with age, self-declared ethnicity (non-white), and lack of formal education. Despite the non-natural scenario of a state penitentiary, the One Health approach of Toxocara spp. has highlighted the interdisciplinary nature of the study and its relevance in understanding the complex interactions between human, animal, and environmental factors, particularly impacting female inmates. Further studies should establish the rate of inmate infection over time while deprived of liberty.
Despite progress in managing cancer in children, adolescents, and young adults (CAYAs), persistent complications may impact their quality of life. This study covers the morbidity and mortality, among CAYAs, with the aim to investigate the influence of socioeconomic factors on outcomes. This retrospective matched cohort study included the entire Swedish population of individuals under 25 with cancer 1958-2021. The population was identified from the Cancer Register, and controls were paired 1:5 based on age, sex, and residence. Multiple registers provided data on morbidity, mortality, and demographics. This survey covering 63 years, identified 65,173 CAYAs and matched controls, a total of 378,108 individuals (74% females). CAYAs exhibited a 3.04-times higher risk for subsequent cancer (Odds ratio (OR) 95% confidence interval (CI) 2.92-3.17, p < 0.0001), a 1.23-times higher risk for cardiovascular disease (OR 95% CI 1.20-1.26, p < 0.0001), and a 1.41-times higher risk for external affliction (OR 95% CI 1.34-1.49, p < 0.0001). CAYAs had a higher mortality hazard, and after adjusting for socioeconomic factors, males, individuals born outside Europe, and those with greater sick-leave had a higher association with mortality, while education and marriage showed a beneficial association. The Rebuc study, showed an increased risk for serious complications among young cancer patients in Sweden. Patient-specific variables, demographics, and socioeconomic factors influenced mortality. These results underscore the impact of cancer on the health and lifespan of young individuals and the necessity for further research to address socioeconomic disparities in cancer care. Grants from the Medical Research Council of Southeast Sweden (FORSS), ALF Grants, Region Ostergotland, and The Swedish Childhood Cancer Fund.
Despite recent advances in medicine, the incidence of pre-term birth is increasing globally. Approximately 70% of neonatal deaths, 36% of infant deaths, and 25-50% of cases of neurological impairment in children can be attributed to pre-term births. Identification of risk factors in women, supervised obstetric care during pregnancy, female empowerment, and patient education are strategies to minimize the burden of preterm deliveries. A prospective cross-sectional study was conducted over a 1-year period among 658 women in the Department of Obstetrics and Gynecology, Pramukhswami Medical College, Anand, Gujarat. Detailed history, general, and obstetrical examinations were carried out. Maternal and foetal outcomes were noted. Statistical software STATA 14.2 was used for data analysis. The incidence of pre-term birth in our study was 34.95%. The incidence of late pre-term, very term, and extremely pre-term was 28.42%, 4.71%, and 1.82%, respectively. Pre-mature rupture of the membrane was observed among 20.34% of patients with late pre-term labour. IUGR was identified in 9.52% and 15.94% of the very and late pre-term births, respectively. A statistically significant difference was found in the 1 minute and 5 minute Apgar scores between pre-term babies and term babies. Pre-maturity is a huge health and financial burden in rural and semi-urban central Gujarat. Pre-mature rupture of membranes, previous MTP, extreme physical activity, and maternal anaemia were the major risk factors linked with pre-term labour. Poor neonatal outcomes like LBW, IUGR, and a low Apgar score were significantly associated with the babies delivered pre-mature in our study.
Despite recent advances in modern machine learning algorithms, the opaqueness of their underlying mechanisms continues to be an obstacle in adoption. To instill confidence and trust in artificial intelligence (AI) systems, explainable AI (XAI) has emerged as a response to improve modern machine learning algorithms' explainability. Inductive logic programming (ILP), a subfield of symbolic AI, plays a promising role in generating interpretable explanations because of its intuitive logic-driven framework. ILP effectively leverages abductive reasoning to generate explainable first-order clausal theories from examples and background knowledge. However, several challenges in developing methods inspired by ILP need to be addressed for their successful application in practice. For example, the existing ILP systems often have a vast solution space, and the induced solutions are very sensitive to noises and disturbances. This survey paper summarizes the recent advances in ILP and a discussion of statistical relational learning (SRL) and neural-symbolic algorithms, which offer synergistic views to ILP. Following a critical review of the recent advances, we delineate observed challenges and highlight potential avenues of further ILP-motivated research toward developing self-explanatory AI systems.
Despite South Africa having a progressive and liberal sexual and reproductive health (SRH) policy framework, adolescents and young people with disabilities (AYPWDs) are less likely to receive sexual and reproductive healthcare, being consequently predisposed to a long-term detrimental impact on their health. Our study explored the barriers to accessing sexual and reproductive health services (SRHSs) in clinics among AYPWDs in Mpumalanga, South Africa. We conducted a descriptive qualitative study with twenty-seven AYPWDs in four focus group discussions using semi-structured interviews, audiotaped and transcribed verbatim, and then applied a thematic analysis of the data. Employing a socio-ecological model, the findings show a poor socioeconomic status, lack of information on SRH, and the attitudes of AYPWDs as barriers at the individual level, hindering AYPWDs from accessing SRHSs in clinics. AYPWDs also faced difficulties to talk about SRH with parents, a lack of support to seek SRHSs, improper care from family/parents, and negative attitudes of friends, at the interpersonal level. They further expressed barriers at the community/societal level as negative attitudes of non-disabled community members and poor infrastructure for wheelchair use. At the organization level, their access to SRHSs was negatively affected by HCWs' maltreatment, described in the forms of negative attitudes, being judgmental using verbal abuse, discrimination, and bullying. Furthermore, AYPWDs described difficulties in communication with HCWs, as well as violating their confidentiality and misconceived ideas on their sexuality. Intensified efforts to strengthen public health strategies are needed to improve access to SRHSs by AYPWDs in South Africa, as well as enhancing the proficiency and communication skills of HCWs and educating AYPWDs, parents, and non-disabled community members on SRH.
Despite still being seen as a relatively 'new' specialty, Acute Internal Medicine (AIM) has reached full adulthood, with its 23rd birthday being celebrated in 2023, and as a new specialty it is somewhat apt that it's the same age as the new millennium. Arguably, the coming of age of the specialty has been its role in helping deal with the increased pressures on the urgent and emergency care system, not least with Covid pandemic. However, AIM still faces challenges in its implementation in certain areas. The specialty continues to innovate with regards to service development including Same Day Emergency Care (SDEC), a new Higher Specialty Training curriculum including innovations such as mandatory Point of Care Ultrasound (POCUS) as well as the guidance for Enhanced Care Units (ECUs) allowing centralised care for those patients needing closer monitoring and specialized care.