Yoxas/statistical_literacy huggingface dataset:
Awareness of rights is a precondition to establishing rule of law in society. Sexual and Reproductive Health and Rights (SRHR) are closely knitted in the human rights framework as they overlap with other human rights such as the right to health and life. However, awareness about these rights remains a challenge. Considering the importance of these rights this study has measured the awareness of adolescents about SRHR in Bahawalpur (Division) of Pakistan. We conducted a cross-sectional study in the Divison of Bahawalpur, Pakistan from October 2019 to December 2019. The study included a sample size of 500 respondents which included 250 young females of age 15-19 and 250 their parents (mother). The reasoning behind including only females in this study was the increased vulnerability and greater impact of SRHR in their life compared to males. The age range 15-19 was primarily selected as females this age will better understand and respond to the questionnaire compared to females in their early adolescent years. The quantitative research was conducted using two-stage cluster sampling. Detailed structured questionnaires were distributed among the respondents to obtain their points of view on the awareness of SRHR. The population was divided into multi-clusters with 25 households comprising 250 households for the division of Bahawalpur. The information was also gathered from the doctors and the teachers through interviews. The data were analyzed using SPSS version 21. The study explored the knowledge and understanding of adolescent SRHR thereby highlighting the key restrictions in Bahawalpur, Pakistan, which prohibit adolescents from gaining access to SRHR and exercising it. There is a significant portion of adolescents who strongly agreed with the importance and awareness level and think they should be more aware of information regarding SRHR. However, they are of the view that they are less independent in practicing them. The study found a low level of awareness about SRHR among young female and their parents in Bahawalpur, Pakistan. It is a need of time and responsibility of the local government of the Bahawalpur region to devise clear and proper policies which give access to these rights. This can be done by including the information on these rights in the course curriculum and teachers keeping in view the cultural and regional restrictions that guide the young female about SRHR.
Axillary lymph node dissection (ALND) in breast cancer management, necessitates a nuanced understanding of complications that may impede treatment progression. This study scrutinize the impact of Haemoblock hemostatic solution, evaluation it's potential in reducing seroma complication by controlling lymph flow and obliterating axillary dead space. A prospective, randomized, double-blinded controlled trial was conducted with 58 patients undergoing breast conserving surgery (BCS) and ALND, stratified into two groups: Group A (ALND + Haemoblock, n = 29) and Group B (ALND + placebo, n = 29). Postoperative drainage charts were monitored, with the primary endpoint being the time to drain removal, Additionally, patients were observed for surgical site infection (SSI). Group A exhibited a marginally higher mean total drain output (398 +/- 205 vs. 326 +/- 198) compared to Group B, this difference did not attain statistical significance (p = 0.176). Equally, the mean time to drain removal demonstrated no discernible distinction between the two groups (6 +/- 3.0 vs. 6 +/- 3.0, Group A vs. Group B, p = 0.526). During follow up, nine patients in Group A required seroma aspiration (mean aspiration 31 +/- 73) as compared to Group B, 6 patients required aspiration (mean aspiration 12 +/- 36), p = 0.222). No notable disparity in SSI rates between the groups was identified. In conclusion, the administration of Haemoblock did not manifest a discernible effect in mitigating seroma production, hastening drain removal, or influencing SSI rates following ALND. The study underscores the intricate and multifactorial nature of seroma formation, suggesting avenues for future research to explore combined interventions and protracted follow-up periods for a more comprehensive understanding.
B A rapid review was conducted to describe pesticide exposure assessment methodologies in Agricultural Work Contexts (AWC)s in Latin America and the Caribbean (LAC), in order to provide elements to reduce vulnerabilities within the agricultural population. A final number of 79 articles were selected from Medline via Pubmed, LILACS, and SciELO. In the region, family agriculture is the predominant form of agricultural production (72%) in informal agricultural work contexts (AWCs), which are characterized by small-scale diversified agricultural production, lower educational attainment, limited income, and a lack of social and healthcare security for the families. Indirect exposure assessment methods were the most commonly reported (58%), and its use was associated with informal AWCs (p = 0.011). Understanding AWCs and employing appropriate assessment methods can contribute to addressing vulnerabilities in the agricultural sector.
Baccalaureate nursing students are at increased risk for anxiety and related mood disorders. We conducted a cross-sectional study to explore the relationships among anxiety symptoms measured by the Generalized Anxiety Disorder (GAD-7) questionnaire and lifestyle behaviors including habitual diet, sleep quality (Pittsburg Sleep Quality Index [PSQI]), and physical activity. Descriptive statistics were obtained for sample characteristics, and Pearson correlations and backward stepwise linear regression explored relationships between the GAD-7 scores, the Multidimensional Assessment of Interoceptive Awareness, version 2 (MAIA-2) subscales, and other variables. Sixty-eight students completed the survey, with 38% having moderate-to-severe anxiety. On average, respondents had moderate diet quality (Healthy Eating Index median 60/100 [range 51-75]), had high sleep quality (PSQI median 7/21 [range 4-10]), and were highly active, with a median of 43 (range 24-78) weekly metabolic equivalent (MET) hours. Sixty-seven out of 68 respondents indicated a willingness to change lifestyle behaviors; the most prevalent time-related factors were school and social commitments, with stress and financial constraints being reported among half or more of respondents. Regression analysis determined that PSQI (β = 0.446) and the MAIA-2 Not-Worrying subscale (β = -0.366) were significant (p < 0.001 for both) predictors of anxiety severity. These results indicate that mindfulness and sleep hygiene may be the most actionable foci for interventions to reduce anxiety in baccalaureate nursing students. This study was not registered as a clinical trial.
Back-of-the-envelope or rule-of-thumb calculations involving rough estimates of quantities play a central scientific role in developing intuition about the structure and behavior of physical systems, for example in so-called Fermi problems in the physical sciences. Such calculations can be used to powerfully and quantitatively reason about biological systems, particularly at the interface between physics and biology. However, substantial uncertainties are often associated with values in cell biology, and performing calculations without taking this uncertainty into account may limit the extent to which results can be interpreted for a given problem. We present a means to facilitate such calculations where uncertainties are explicitly tracked through the line of reasoning, and introduce a probabilistic calculator called CALADIS, a free web tool, designed to perform this tracking. This approach allows users to perform more statistically robust calculations in cell biology despite having uncertain values, and to identify which quantities need to be measured more precisely to make confident statements, facilitating efficient experimental design. We illustrate the use of our tool for tracking uncertainty in several example biological calculations, showing that the results yield powerful and interpretable statistics on the quantities of interest. We also demonstrate that the outcomes of calculations may differ from point estimates when uncertainty is accurately tracked. An integral link between CALADIS and the BioNumbers repository of biological quantities further facilitates the straightforward location, selection, and use of a wealth of experimental data in cell biological calculations.
Background . The General Medical Council's publication Tomorrow's Doctors recommends that medical students should attain professional awareness at an early stage of their education. Accordingly, in the University of Nottingham, basic science teaching is integrated with clinical practice, by attaching medical students to hospital specialty teams and general practices in the community, as regular timetabled 'hospital visits' from the beginning of their medical education. We evaluated the feedback forms of the preclinical (1st and 2nd years) medical students retrospectively based on their experience of the hospital-based clinical teaching programme over 2 years. The hospital visit programme was modified based on the student feedback following which the effectiveness of the modified programme was revaluated post-test. Methods . This study was based on a quasi-experimental design in which comparisons of pre-test and post-test feedbacks with 337 feedback forms in each group were analysed in the study period. Quantitative response questions in the feedback were statistically analysed using independent t-test, and free text questions were qualitatively analysed and grouped into themes. Results . Data analyses showed significant difference (p<0.001) between the pre- and post-test groups. The main feedback themes identified were number of the patients examined, organization of the visit, patient selection, introductory talk, and briefing and debriefing before and after the visit. Conclusion . The structure of the hospital visit programme was influenced by the available infrastructure, flexibility of access and delivery of clinical teaching. The programme helped build professional attitudes in both staff and students and encouraged independent learning.
Background A medical teacher has a very complex job profile, wherein they are expected to train a cohort of newly joined medical aspirants to competent health care professionals. The current study was conducted to identify the challenges faced by the faculty members in medical teaching and to assess the perception of teachers on the role of medical education workshops in addressing these challenges. Methods It was a Mixed Methods study conducted over a period of 9 months from January to September 2021 in a tertiary teaching medical college and hospital of Chengalpet District of Tamil Nadu amongst the faculty members of the teaching medical college and hospital. In the first phase, universal sampling method was employed, wherein all faculty members were asked to fill the online semi-structured questionnaire. In the second phase, purposive sampling was employed, wherein all teachers who have a minimum teaching experience of 3 years and have attended any medical education workshop were included and interviewed using a focus group discussion guide. The quantitative date was analyzed using descriptive statistics, while the qualitative data was analyzed using manual content analysis. Results In the quantitative phase, 149 faculty members filled the online questionnaire, of which majority were females (52.3%) and were from the clinical departments (63.1%). The manual thematic content analysis of the FGD resulted in the identification of two themes (challenges and utility of workshops). The challenges theme consisted of three categories of Faculty, Students, and Administration, while Utility of workshops theme included two categories of refinement of skills, and suggestions for future Conclusion In conclusion, lack of teamwork in the department, multiple responsibilities assigned to a single person, and shortage of clinical material during COVID-19 were identified as the main challenges in teaching-learning. The medical education workshops play a significant role in improving the knowledge of various domains of teaching and assessment, introduction of innovations, and ensure better performance of the faculty members.
Background A person's nutritional knowledge has a great influence on their eating habits and nutritional status. Identifying knowledge gaps can lead to educational efforts to reduce the probability of malnutrition and encourage healthy aging. This study aimed to assess older people's knowledge of healthy eating and identify associated factors in the Geriatric Center in Kirkuk City. Methods This was a cross-sectional study conducted from November 5, 2023, to February 25, 2024, at the Geriatric Center in Kirkuk City on 25 older adults who were targeted at the only specialist center in Kirkuk City. All center residents were included (≥60 years old and without severe cognitive impairment). A non-probability, purposive sample was employed in the study. Data were collected using an interview-structured questionnaire. The structured questionnaire consisted of two parts. The first part focused on socio-demographic variables such as age, gender, marital status, education level, and type of work before admission to the center, as well as smoking status, walking, and medical history. The second part related to assessing older people's knowledge of healthy eating using 17 items. Data entry and analysis were performed using SPSS (v 26; IBM Corp., Armonk, NY, US). Data are reported as frequency and percentage and the chi-square test/Fisher exact test was used for categorical variables. The significance level for statistical analysis was set at p<0.05. Results Of the 25 participants included in the study, 20 (80%) were men and 5 (20%) were women. Approximately two-thirds of the 17 (68%) were between 60 and 69 years old, with a mean age of 69.44 ± 5.71 years. Of the 25 older people surveyed, 16 (64%) had low knowledge of healthy eating while 9 (36%) had high knowledge. Knowledge level was significantly associated with age (p = 0.001), gender (p = 0.040), education level (p = 0.006), and smoking status (p = 0.037). Conclusions In the geriatric center in Kirkuk City, the level of knowledge of healthy eating was low. The knowledge level of people tends to be related to factors like age, gender, education level, and smoking status. This, in turn, requires implementing educational programs by healthcare providers at the center to promote knowledge and understanding of healthy diets and practices.
Background Accurate characterization of suspicious small renal masses is crucial for optimized management. Deep learning (DL) algorithms may assist with this effort. Purpose To develop and validate a DL algorithm for identifying benign small renal masses at contrast-enhanced multiphase CT. Materials and Methods Surgically resected renal masses measuring 3 cm or less in diameter at contrast-enhanced CT were included. The DL algorithm was developed by using retrospective data from one hospital between 2009 and 2021, with patients randomly allocated in a training and internal test set ratio of 8:2. Between 2013 and 2021, external testing was performed on data from five independent hospitals. A prospective test set was obtained between 2021 and 2022 from one hospital. Algorithm performance was evaluated by using the area under the receiver operating characteristic curve (AUC) and compared with the results of seven clinicians using the DeLong test. Results A total of 1703 patients (mean age, 56 years ± 12 [SD]; 619 female) with a single renal mass per patient were evaluated. The retrospective data set included 1063 lesions (874 in training set, 189 internal test set); the multicenter external test set included 537 lesions (12.3%, 66 benign) with 89 subcentimeter (≤1 cm) lesions (16.6%); and the prospective test set included 103 lesions (13.6%, 14 benign) with 20 (19.4%) subcentimeter lesions. The DL algorithm performance was comparable with that of urological radiologists: for the external test set, AUC was 0.80 (95% CI: 0.75, 0.85) versus 0.84 (95% CI: 0.78, 0.88) (P = .61); for the prospective test set, AUC was 0.87 (95% CI: 0.79, 0.93) versus 0.92 (95% CI: 0.86, 0.96) (P = .70). For subcentimeter lesions in the external test set, the algorithm and urological radiologists had similar AUC of 0.74 (95% CI: 0.63, 0.83) and 0.81 (95% CI: 0.68, 0.92) (P = .78), respectively. Conclusion The multiphase CT-based DL algorithm showed comparable performance with that of radiologists for identifying benign small renal masses, including lesions of 1 cm or less. Published under a CC BY 4.0 license. Supplemental material is available for this article.
Background Adults living with HIV (ALHIV) are at increased risk of developing metabolic syndrome (MetS). Several factors are associated with an increase in MetS in these individuals, including certain antiretroviral therapies (ART). There is limited data on the prevalence of MetS among ALHIV in sub-Saharan Africa following scale up of newer integrase inhibitor-containing ART regimens. Objective We assessed the prevalence and correlates of MetS among ALHIV patients receiving tenofovir, lamivudine, and dolutegravir (TLD) in Tanzania. Methods We conducted a retrospective cross-sectional analysis of ALHIV aged > 18 enrolled in a cardiovascular health study at six HIV Care and Treatment Clinics from 11/2020-1/2021 in Dar es Salaam, Tanzania. MetS was defined according to the National Cholesterol Education Program Adult Treatment Panel III (NCEP ATP III). Descriptive statistics were used to summarize the results, and logistic regression was used to assess demographic, behavioral, and HIV-related risk factors associated with MetS. Covariates with a p-value <0.2 at the univariate level were included in the multivariate model. Results Three hundred and eighty nine participants were included in the analysis. The mean age (SD) was 43 years (±11) years, and 286 (73.5%) were female. The prevalence of MetS in this population was 21%. In univariate analysis, MetS components that were significantly higher among women vs. men included abdominal obesity (27.3% vs. 4.9%), reduced HDL (77.9% vs. 53.4% ), and elevated glucose (18.5% vs. 14.6%), all p< 0.05. Age > 50 yrs [AOR 3.25; (95% CI 1.80-5.84), p < 0.01] and BMI [AOR 0.16; (95% CI 0.09-0.30), P < 0.01] were both associated with an increased odds of MetS in multivariate analyses. Conclusion MetS. is prevalent among Tanzanian ALHIV on TLD. Routine screening for MetS and healthy lifestyle promotion, particularly among women and those aging, should be a priority to prevent against cardiovascular disease. Further studies are needed to monitor the long-term impact of these newer ART regimens on MetS and CVD.
Background Alcohol use disorder (AUD) is one of the most common substance use disorders globally. It is a chronic mental illness characterized by frequent relapses. Hence, preventing relapse is one of the most important aspects of the management of patients with AUD. Aims This study aimed to compare the role of acamprosate and baclofen as anti-craving agents in patients diagnosed with AUD. Settings and design This was a 12-week interventional follow-up study conducted in the Department of Psychiatry of S N Medical College, a tertiary care teaching hospital in Agra, Uttar Pradesh, India. Methods and materials Patients with AUD were enrolled in the study. Following medical management of alcohol withdrawal symptoms, patients were alternately assigned to receive either acamprosate or baclofen and were then followed up for 12 weeks. Measures to compare the effectiveness of the two medications were craving as measured using the Penn Alcohol Craving Scale (PACS), days to first alcohol consumption, days to relapse, number of drinks consumed at one occasion, number of patients who completed the study, and number of patients who remained abstinent throughout the duration of the study. Descriptive statistics were used to present the data while unpaired t-test and Fisher's exact test were used to compare the two groups. Results A total of 63 patients were enrolled in the study. Following medical management of alcohol withdrawal symptoms for one week, 50 (79.37%) patients were retained in the study. Hence, these 50 patients were assigned to treatment with either acamprosate or baclofen alternately in a 1:1 ratio. Only 32 (64%) of the patients who were started on these medications completed the study and were available for analysis at the end of 12 weeks. Acamprosate-treated patients were found to have less severe cravings (p < 0.01) for alcohol at the end of the study and also had consumed less number of drinks on a single occasion (p < 0.05). For other variables being considered in the study, namely, days to first alcohol consumption, days to relapse to previous drinking pattern, number of patients who dropped from the study versus those who completed the study, and those who were abstinent versus those who relapsed, no statistically significant difference was noted. Conclusion Acamprosate-treated patients had significantly lesser cravings for alcohol and consumed a lesser number of drinks on one occasion compared to baclofen-treated patients in this 12-week study.
Background Although much is known about behavioural indicators of pubic hair removal, current research lacks deeper cognitive reasoning and understanding through utilising quantitative and qualitative methodologies. The purpose of this study was to: (1) describe and understand pubic hair removal behaviours using a quantitative survey; and (2) examine the relationship between pubic hair removal, sexual behaviours and genital self-image using in-depth interviews. Data were collected from women aged 18-24 years living in the United States. Overall, 663 participants completed an online survey and 53 completed in-depth interviews. Questions asked related to pubic hair removal and sexual history. Participants removed hair for hygiene, comfort and sensation purposes, which was a personal decision influenced by family, friends and the media. Race, pubic hair removal initiation age, genital image and sexual behaviours were significantly related to pubic hair removal. Data from this study prove that further education regarding safe pubic hair removal methods is needed, especially for those who initiate pubic hair removal and sexual behaviours concurrently.
Background Although White individuals have higher incidence of melanoma, clinical outcomes are worse among patients with skin of color. This disparity arises from delayed diagnoses and treatment that are largely due to clinical and sociodemographic factors. Investigating this discrepancy is crucial to decrease melanoma-related mortality rates in minority communities. A survey was used to investigate the presence of racial disparities in perceived sun exposure risks and behaviors. Methods A survey consisting of 16 questions was deployed via social media to assess skin health knowledge. Over 350 responses were recorded, and the extracted data were analyzed using statistical software. Results Of the respondents, White patients were significantly more likely to have higher perceived risk of developing skin cancer, highest levels of sunscreen usage, and higher reported frequency of skin checks performed by primary care providers (PCPs). There was no difference between racial groups in the amount of education provided by PCPs related to sun exposure risks. Conclusion The survey findings suggest inadequate dermatologic health literacy as a result of other factors such as public health and sunscreen product marketing rather than as a consequence of inadequate dermatologic education provided in healthcare settings. Factors such as racial stereotypes in communities, implicit biases in marketing companies, and public health campaigns should be considered. Further studies should be conducted to determine these biases and improve education in communities of color.