Yoxas/statistical_literacy huggingface dataset:
All learners have a contribution to make to the development of the Chemical Sciences, be that in novel ways to teach, and their perspectives and contexts, but also in research, both in chemical education and the wider Chemical Sciences. Through four case studies, this paper explores interactions with diverse groups and how this has altered perspectives on both teaching and research. The case studies include work with visually impaired adults, a project bringing together First Peoples in Australia with academics to explore old ways (traditional science) and new ways (modern approaches), primary (elementary) school perspectives on teaching science, and a project in South Africa to connect university and township communities. Not only do these case studies demonstrate the immense value these diverse groups bring to our understanding about how to learn, but they also bring new perspectives on how to view and solve chemical problems.
All military surgeons must maintain trauma capabilities for expeditionary care contexts, yet most are not trauma specialists. Maintaining clinical readiness for trauma and mass casualty care is a significant challenge for military and civilian surgeons. We examined the effect of a prescribed clinical readiness program for expeditionary trauma care on the surgical performance of 12 surgeons during a 60-patient MASCAL event. The sample included orthopaedic (4) and general surgeons (8) who cared for MASCAL victims at Hamad Karzai International Airport, Kabul, Afghanistan on 26 August 2021. One orthopaedic and two general surgeons had prior deployment experience. The prescribed program included three primary measures of clinical readiness: 1. expeditionary knowledge (exam score), 2. procedural skills competencies (performance assessment score), 3. clinical activity (operative practice profile metric). Data were attained from program records for each surgeon in the sample. Each of the 60 patient cases were reviewed and rated (performance score) by The Joint Trauma System's Performance Improvement Branch; a military-wide performance improvement organization. All scores were normalized to facilitate direct comparisons using effect size calculations between each pre-deployment measure and MASCAL surgical care. Pre-deployment knowledge and clinical activity measures met program benchmarks. Baseline pre-deployment procedural skills competency scores did not meet program benchmarks, however those gaps were closed through re-training, ensuring all surgeons met or exceeded the program benchmarks pre-deployment. There were very large effect sizes (Cohen's d) between all program measures and surgical care score, confirming the relationship between the program measures and MASCAL trauma care provided by the 12 surgeons. The prescribed program measures ensured all surgeons achieved pre-deployment performance benchmarks and provided high quality trauma care to our nation's servicemembers. Prognostic, Level III/IV.
All over the world, the level of special air pollutants that have the potential to cause diseases is increasing. Although the relationship between exposure to air pollutants and mortality has been proven, the health risk assessment and prediction of these pollutants have a therapeutic role in protecting public health, and need more research. The purpose of this research is to evaluate the ill-health caused by PM2.5 pollution using AirQ + software and to evaluate the different effects on PM2.5 with time series linear modeling by R software version 4.1.3 in the cities of Arak, Esfahan, Ahvaz, Tabriz, Shiraz, Karaj and Mashhad during 2019-2020. The pollutant hours, meteorology, population and mortality information were calculated by the Environmental Protection Organization, Meteorological Organization, Statistics Organization and Statistics and Information Technology Center of the Ministry of Health, Treatment and Medical Education for 24 h of PM2.5 pollution with Excel software. In addition, having 24 h of PM2.5 pollutants and meteorology is used to the effect of variables on PM2.5 concentration. The results showed that the highest and lowest number of deaths due to natural deaths, ischemic heart disease (IHD), lung cancer (LC), chronic obstructive pulmonary disease (COPD), acute lower respiratory infection (ALRI) and stroke in The effect of disease with PM2.5 pollutant in Ahvaz and Arak cities was 7.39-12.32%, 14.6-17.29%, 16.48-8.39%, 10.43-18.91%, 12.21-22.79% and 14.6-18.54 % respectively. Another result of this research was the high mortality of the disease compared to the mortality of the nose. The analysis of the results showed that by reducing the pollutants in the cities of Karaj and Shiraz, there is a significant reduction in mortality and linear modeling provides a suitable method for air management planning.
Allergic conjunctivitis (AC) is a prevalent ocular condition with a substantial impact on individuals' quality of life. This study aimed to explore the demographic patterns, prevalence, symptoms, awareness, and attitudes associated with AC, while also examining potential associations with gender, age, and region of residence in Saudi Arabia. A cross-sectional study was conducted involving 487 participants. Data was collected through a self-administered questionnaire that included demographic information about AC prevalence, symptoms, attitudes, and awareness levels. Statistical analyses, including chi-square tests, were employed to examine associations between variables. The study revealed a prevalence of AC (89, 18.3%) with common symptoms being eye redness (73, 82%) and itching (73, 82%). Participants displayed diverse awareness levels, with (376, 77.2%) correctly defining AC. The majority demonstrated either a good (230, 47.2%) or insufficient (196, 40.2%) attitude, while 54 (11.1%) had a sufficient attitude, and 7 (1.4%) exhibited an excellent attitude and awareness. Significant regional disparities were observed, impacting both prevalence and attitudes. While no gender differences were noted, the age group of 31-40 displayed a higher prevalence. In this study, among 487 participants, the prevalence of AC was found to be 89 (18.3%). Meanwhile, attitude levels varied, with the majority demonstrating either a good or insufficient attitude. This provides valuable insights into the prevalence, symptoms, and awareness of AC in our population. The regional disparities underscore the need for tailored interventions addressing specific geographical contexts. The findings contribute to the broader understanding of AC, emphasizing the importance of targeted education and regional considerations in managing and preventing this condition.
Allergic rhinitis (AR) has substantially negative impacts on patients' quality of life. Besides conventional medicines, many patients use alternative approaches, which sometimes were misconception. This study aims to explore and compare the beliefs about AR and its treatment options between 2 different groups; control and AR patient groups. A cross-sectional study of 518 respondents residing in the central region of Thailand has been conducted using a self-reported questionnaire which consists of 3 parts; personal profile, the International Study of Asthma and Allergies in Childhood (ISAAC) questions, and the beliefs. ISAAC is applied for identifying respondents as the control or the AR group. From a total of 518 respondents, 311 (60.0%) were identified as the AR group. The demographic data between the control and the AR group has no statistical difference (p > 0.05). Regarding the beliefs about AR characteristics, 56.1% of the AR group believe that low immunity causes AR while the number of the control group reaches 56%. Thirty-nine point two percent for the AR group and 38.6% for the control group believe that AR is a fatal disease. The belief that AR can be spread by droplet/airborne transmission is 22.8% and 28.5% for the AR and the control group, respectively. About AR treatment options, 60.1% of the AR group and 43% of the control group believe that taking vitamin C can relieve AR symptoms, which has a statistical difference (p < 0.05) between the 2 groups. The belief that prolonged use of antihistamine drugs can cause drug resistance is 29.9% and 24.6% for AR and control groups, respectively. Both groups of respondents mostly share common beliefs about AR characteristics and treatment options in which the AR group has higher percentage in some beliefs. Therefore, health literacy should be promoted in order to improve patient's care.
Allergies have a significant impact on health and quality of life worldwide, yet there is limited research on the awareness and knowledge of allergies. This study aimed to explore the level of awareness and knowledge of allergies among visitors in Syrian hospitals. A cross-sectional study was conducted between May and September 2022, and a standardized international questionnaire was administered to 504 visitors in three hospitals in Syria. Data analysis was performed using the Statistical Package for Social Sciences (SPSS Inc., Chicago, IL, USA) version 23. The final sample comprised 504 questionnaires with 61.7% of participants achieving an average score. Statistical analysis revealed a significant difference in knowledge of allergy scores between the group with only elementary education (M = 3.76, SD = 1.67, p = 0.011), the group with no education (M = 3.65, SD = 1.65, p = 0.006), and the group with a university education (M = 4.44, SD = 1.25). Notably, no significant differences were found between the other educational groups. A one-way ANOVA was employed to assess the effect of place of living on knowledge of allergy, but no significant differences were observed between the groups (p = 0.462). Lastly, a significant negative correlation was detected between participant age and knowledge of allergy scores (r(502) = - 0.102, p = 0.022). Allergies represent a substantial global health concern that demands attention from healthcare providers, policymakers, and the public. This study emphasizes the importance of investing in health education and awareness campaigns to enhance knowledge and comprehension of allergies, particularly individuals with lower levels of education levels. By equipping individuals with the requisite information to effectively manage their allergies, their overall health and wellbeing can be improved.
Allogeneic hematopoietic cell transplant (alloHCT) offers many patients with blood cancers a chance of cure but carries risks. We characterized how hematologists discuss the high-risk, high-reward concept of alloHCT. Qualitative analysis of video-recorded virtual encounters of hematologists who routinely perform alloHCT with actors portraying an older man recently diagnosed with high-risk myelodysplastic syndrome. Hematologists (n = 37) were a median age of 44 years, 65% male, and 68% white. They frequently used "teeter-totter" language that juxtaposed alloHCT's risks and rewards in a dynamic, quickly alternating fashion and communicated uncertainty in transplant outcomes. This dialogue oscillated between encouragement about alloHCT's potential for cure and caution about its risks and occurred within single speech turns and in exchanges between hematologist and patient. Fewer hematologists outlined their big-picture stance on transplant's risks and benefits early in the conversation. Meanwhile, hematologists varied in how they counseled patients to manage transplant-related uncertainty and consider treatment decision making. Hematologists use "teeter-totter" language to express hope and concern, confidence and uncertainty, and encouragement and caution about the high-risk, high-reward nature of alloHCT. Teeter-totter language may help frame big-picture content about alloHCT's risks and benefits that is essential for patient education and decision making.
Allogeneic hematopoietic stem cell transplantation (HSCT) can have a long-term impact on patients' sexual functioning and consequently, their relationship satisfaction. This study aimed to examine the feasibility and acceptability of a 5-session psychosexual intervention for HSCT survivors and their partners. To be eligible patients were required to be more than 3 months post-allogeneic HSCT. The intervention comprised 2 components: (1) A psychosexual education session exploring medical/behavioral treatment options for sexual dysfunction, delivered by a specialist nurse; (2) A 4-session Emotionally-Focused Therapy-based relationship education program for couples delivered by a clinical psychologist. Measures assessing relationship quality, sexual functioning, anxiety, and depression were administered pre- and post-intervention. Feasibility was measured via participation rate, adherence and compliance with completing main measures. Acceptability of the intervention was assessed via patient/partner satisfaction surveys. Eight of 85 (9.4%) eligible patients and their partners participated in the study. Reasons for declining participation included: feeling uncomfortable due to sensitive nature of intervention; did not have any relationship/sexual function issues; and experiencing ongoing medical issues. Six of 8 couples (75%) attended at least 4 intervention sessions and 5 of 8 (62.5%) completed the main study measures post-intervention. Four couples reported that sexual satisfaction and relationship satisfaction was somewhat or much better post-intervention; 1 reported no change. Feasibility criteria were not met, with low enrolment rate, however the intervention was deemed acceptable. Couples who participated adhered to the intervention and considered it beneficial. Further strategies to identify and manage sexual concerns are required.
Allogeneic hematopoietic stem cell transplantation stands as a vital treatment for leukemia, yet its implementation poses considerable challenges and complications. A comprehensive understanding of these challenges is crucial for appreciating the significance of enhanced nursing care. To explore and summarise the nursing experience of allogeneic haematopoietic stem cell transplantation for acute lymphoblastic leukaemia. The significance of this objective lies in the potential transformative impact that enhanced nursing care can have on overall patient outcomes within the context of allogeneic hematopoietic stem cell transplantation. Patients with acute lymphoblastic leukaemia treated with allogeneic haematopoietic stem cell transplantation in our hospital between August 2020 and January 2022 were recruited for this study. A total of 50 patients who met the complete inclusion criteria were enrolled and included in this study. Patients in the traditional group were given traditional nursing interventions, while patients in the exploration group were offered individualized interventions according to their personalized plans. In the traditional group, standard nursing care involved routine health education, vital signs monitoring, and sterile care in a laminar flow ward. Post-transplantation changes were observed, and patients were encouraged to engage in suitable exercises. The exploration group received enhanced infection control measures, including regular disinfection and cleaning of patient wards. Individualized care plans, collaborative chemotherapy consultations, and extensive patient and family education were implemented. Clinical data of all patients were collected, and their nursing experience was summarized and analyzed by comparing the incidence of adverse reactions and evaluating nursing satisfaction. The analysis group demonstrated a significantly lower incidence of adverse reactions compared to the traditional group. Specifically, the total adverse reaction rate in the analysis group was 8.00%, markedly lower than the traditional group's 48.00% (P < .05). Moreover, patient satisfaction in the exploration group was significantly higher than that observed in the traditional group (P < .05). In detail, the satisfaction level in the exploration group reached 92.67%, while the traditional group reported a satisfaction level of 77.56%. For patients with acute lymphoblastic leukaemia who received allogeneic haematopoietic stem cell transplantation, a personalized care intervention plan involving careful primary nursing, full protection and enhanced psychological care can It can effectively improve the adverse effects of sleep, thus increasing their satisfaction with nursing.
Almost three quarters of mental illnesses start by the age of 25, yet youth (18-25-year-olds) are often underrepresented in U.K. services. This is particularly true for those of ethnic minorities. In this study, we aimed to understand how young Pakistani women and their parents make decisions to seek help for severe mental health problems, and the barriers and facilitators to accessing professional help. Young Pakistani women with experience of severe mental health problems and their parents were recruited from a community sample. Semi-structured interviews were conducted with six young people and two parents. Data were analyzed using reflexive thematic analysis. Pakistani culture and its interplay with British culture strongly influenced the decisions and ability of young Pakistani women and their parents to help-seek, largely through the role of stigma. Low mental health literacy, stigma, and a lack of culturally informed services were identified as the most common barriers to accessing care. These barriers fed into the internalized stigma these young women experienced which, through fear of damaged reputation and personal prejudices, posed further barriers to seeking help. Participants highlighted recommendations for both individual-level (e.g., increased education and awareness) and service-level (e.g., greater choice over care) change to facilitate accessibility of professional help. Young Pakistani women face multiple culturally related challenges to accessing care for severe mental health problems at both the individual- and service-level. Novel suggestions to address these challenges, such as including youth peer support workers in services, may facilitate more inclusive and accessible services.
Alpha-gal syndrome is an emerging allergy characterized by an immune reaction to the carbohydrate molecule alpha-gal found in red meat. This unique food allergy is likely triggered by a tick bite. Cases of the allergy are on the rise, but prevalence estimates do not currently exist. Furthermore, varying symptoms and limited awareness of the allergy among health care providers contribute to delayed diagnosis, leading individuals to seek out their own information and potentially self-diagnose. The study aimed to (1) describe the volume and patterns of information-seeking related to alpha-gal, (2) explore correlations between alpha-gal and lone star ticks, and (3) identify specific areas of interest that individuals are searching for in relation to alpha-gal. Google Trends Supercharged-Glimpse, a new extension of Google Trends, provides estimates of the absolute volume of searches and related search queries. This extension was used to assess trends in searches for alpha-gal and lone star ticks (lone star tick, alpha gal, and meat allergy, as well as food allergy for comparison) in the United States. Time series analyses were used to examine search volume trends over time, and Spearman correlation matrices and choropleth maps were used to explore geographic and temporal correlations between alpha-gal and lone star tick searches. Content analysis was performed on related search queries to identify themes and subcategories that are of interest to information seekers. Time series analysis revealed a rapidly increasing trend in search volumes for alpha-gal beginning in 2015. After adjusting for long-term trends, seasonal trends, and media coverage, from 2015 to 2022, the predicted adjusted average annual percent change in search volume for alpha-gal was 33.78%. The estimated overall change in average search volume was 627%. In comparison, the average annual percent change was 9.23% for lone star tick, 7.34% for meat allergy, and 2.45% for food allergy during this time. Geographic analysis showed strong significant correlations between alpha-gal and lone star tick searches especially in recent years (ρ=0.80; P<.001), with primary overlap and highest search rates found in the southeastern region of the United States. Content analysis identified 10 themes of primary interest: diet, diagnosis or testing, treatment, medications or contraindications of medications, symptoms, tick related, specific sources of information and locations, general education information, alternative words for alpha-gal, and unrelated or other. The study provides insights into the changing information-seeking patterns for alpha-gal, indicating growing awareness and interest. Alpha-gal search volume is increasing at a rapid rate. Understanding specific questions and concerns can help health care providers and public health educators to tailor communication strategies. The Google Trends Supercharged-Glimpse tool offers enhanced features for analyzing information-seeking behavior and can be valuable for infodemiology research. Further research is needed to explore the evolving prevalence and impact of alpha-gal syndrome.
Alteplase (tPA) is the initial treatment for acute ischemic stroke. Current tPA guidelines exclude patients who took direct oral anticoagulants (DOAC) within the prior 48 hours. In this propensity-matched retrospective study we compared acute ischemic stroke patients treated with tPA who had received DOACs within 48 hours of thrombolysis to those not previously treated with DOACs, regarding three outcomes: mortality; intracranial hemorrhage (ICH); and need for acute blood transfusions (as a marker of significant blood loss). Using the United States cohort of 54 healthcare organizations in the TriNetx database, we identified 8,582 stroke patients treated with tPA on DOACs within 48 hours of thrombolysis and 46,703 stroke patients treated with tPA not on DOACs since January 1, 2012. We performed propensity score matching on demographic information and seven prior clinical diagnostic groups, resulting in a total of 17,164 acute stroke patients evenly matched between groups. We recorded mortality rates, frequency of ICH, and need for blood transfusions for each group over the ensuing 7- and 30-day periods. Patients treated with tPA on DOACs had reduced mortality (3.3% vs 7.3%; risk ratio [RR] 0.456; P < 0.001), fewer ICHs (6.8% vs 10.1%; RR 0.678; P < 0.001), and less risk of major bleeding as measured by frequency of blood transfusions (0.5% vs 1.5%; RR 0.317; p < 0.001) at 7 days post thrombolytic, than the tPA patients not on DOACS. Findings for 30 days post-thrombolytics were similar/statistically significant with lower mortality rate (7.2% vs 13.1%; RR 0.550; P < 0.001), fewer ICHs (7.6% vs 10.8%; RR 0.705; P < 0.001), and fewer blood transfusions (0.9% vs 2.0%; RR 0.448; P < 0.001). Acute ischemic stroke patients treated with tPA who received DOACs within 48 hours of thrombolysis had lower mortality rates, reduced incidence of ICH, and less blood loss than those not on DOACs. Our study suggests that prior use of DOACs should not be a contraindication to thrombolysis for ischemic stroke.