Yoxas/statistical_literacy huggingface dataset:
This review provides an account of the Study of Mathematically Precocious Youth (SMPY) after 35 years of longitudinal research. Findings from recent 20-year follow-ups from three cohorts, plus 5- or 10-year findings from all five SMPY cohorts (totaling more than 5,000 participants), are presented. SMPY has devoted particular attention to uncovering personal antecedents necessary for the development of exceptional math-science careers and to developing educational interventions to facilitate learning among intellectually precocious youth. Along with mathematical gifts, high levels of spatial ability, investigative interests, and theoretical values form a particularly promising aptitude complex indicative of potential for developing scientific expertise and of sustained commitment to scientific pursuits. Special educational opportunities, however, can markedly enhance the development of talent. Moreover, extraordinary scientific accomplishments require extraordinary commitment both in and outside of school. The theory of work adjustment (TWA) is useful in conceptualizing talent identification and development and bridging interconnections among educational, counseling, and industrial psychology. The lens of TWA can clarify how some sex differences emerge in educational settings and the world of work. For example, in the SMPY cohorts, although more mathematically precocious males than females entered math-science careers, this does not necessarily imply a loss of talent because the women secured similar proportions of advanced degrees and high-level careers in areas more correspondent with the multidimensionality of their ability-preference pattern (e.g., administration, law, medicine, and the social sciences). By their mid-30s, the men and women appeared to be happy with their life choices and viewed themselves as equally successful (and objective measures support these subjective impressions). Given the ever-increasing importance of quantitative and scientific reasoning skills in modern cultures, when mathematically gifted individuals choose to pursue careers outside engineering and the physical sciences, it should be seen as a contribution to society, not a loss of talent.
This scoping review aimed to explore nursing students experience as simulation observers and their level of engagement in learning through use of clinical decision-making models and learning scaffolds. A gap continues to exist between the published empirical literature, the role and experiences of the simulation observer and teaching scaffolds that enhance learning outcomes, despite the increased understanding of simulation and its role in preparing nursing students for practice. Further, little is known about the nursing student's experience of clinical reasoning whilst observing simulation and the impact of scaffolding observations using clinical decision-making models. This scoping review was conducted using the methodological framework of Arksey and O'Malley (2005) and the PRISMA checklist for systematic reviews (Page et al., 2020). A comprehensive search of the literature published in Medline and CINAHL databases between 1999 and 2020 was undertaken in May 2019. The studies selected for this review (n = 18) were analyzed thematically. The validated Mixed-Methods Appraisal Tool assessed quality of the quantitative, qualitative and mixed methods studies. The role of the observer in simulation was explored and included observation to transform practice in self and observation to transform practice in others, namely peers in the nurse role in simulation. Application of the MMAT indicated that of the 18 studies included only 6 (33.3%) had a clear research question. Research aims or objectives were found in another six studies (33.3%). In this review 13 studies (72%) included answers to the research question or aim, three (17%) did not and in two (11%) it was impossible to tell. Results of this review indicate the paucity of research relating to nursing student's experience of clinical reasoning while observing simulation. Further, it highlights the value of nurse educators optimizing the observer role and maximizing learning by scaffolding observer activities within the simulation experience.
This scoping review aimed to identify manualised programs and practice suggestions to support children's health literacy, behaviors and emotions after a parental acquired brain injury. A systematic search of five scientific databases (PsychINFO, MEDLINE, ProQuest, Scopus, Cochrane) and gray literature occurred. Inclusion criteria included: studies and gray literature published 1989 to 2023, in English, child populations with relationship to parental acquired brain injury, identifying manualised programs or practice suggestions via content analysis approach. No data were collected from human participants. All included studies, where relevant, demonstrated consent and/or ethical processes. Sixteen relevant studies and three gray literature resources (n = 19) were identified, including two studies that detailed manualised programs, and fifteen studies and two resource packs that included practice suggestions. Five common domains within practice suggestions were identified: systemic commitment (n = 17); family-centered approaches (n = 16); child-centered practices (n = 15); structured programs (n = 9); and peer support (n = 8). More rigorous evaluation is required to test the potential benefits of manualised programs and practice suggestions. A systemic commitment at clinical and organizational levels to provide child and family-centered practices, structured programs, and access to peer support, early and throughout adult-health care settings, may help to meet the support needs of children.
This scoping review sought to identify and characterize measurement of self-regulation in preschool and elementary aged children. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses-Scoping Review (ScR) guidelines were applied. Databases from the fields of allied health, education, medicine, and social sciences were searched including: CINAHL, Education Database (ProQuest), Education Research Complete, EMBASE, ERIC, iNFORMIT Combined, Medline, PsychINFO, Social Sciences (ProQuest), Teacher Reference Center, and Web of Science. Articles published between 2015 and 2020 were included. Dual review was utilized at all stages and a third reviewer resolved any conflicts. Sixty-seven studies were included in this review. A range of observational, self-report, teacher report, caregiver report, and observational measures of self-regulation were identified. Included studies were primarily published in education and psychology disciplines, with no studies by occupational therapists identified. Although a range of measures were identified in this scoping review, the results highlight the lack of consensus regarding self-regulation measurement that occupational therapists use to design and implement therapy programs to address child emotional and behavioral needs.
This scoping review summarises health literacy and disease knowledge in patients with abdominal aortic aneurysm (AAA) or peripheral arterial disease (PAD) and the influencing factors. A systematic search was conducted in PubMed, Embase, PsychINFO, and CINAHL covering the period January 2012 to October 2022. This scoping review was undertaken in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR). Inclusion criteria encompassed studies addressing health literacy, knowledge, perception, or awareness in patients with AAA or PAD. Two authors independently reviewed abstracts and full texts, resolving any discrepancies through discussion or by consulting a third author for consensus. All article types were included except letters, editorials, study protocols, reviews, and guidelines. No language restrictions were applied. Primary outcomes were health literacy and disease knowledge. Secondary outcomes were factors that could influence this. Quality assessment was done using the Mixed Methods Appraisal Tool (MMAT). The review included 32 articles involving a total of 5 268 patients. Four articles reported health literacy and the rest disease knowledge. Ten studies (31%) met all quality criteria. Twenty studies were quantitative, eight were qualitative, and four were mixed methods studies. The review revealed inadequate health literacy in the majority of patients, and disease knowledge was relatively low among patients with AAA and PAD, with disparities in measures and assessment tools across studies. Factors influencing health literacy and disease knowledge included socioeconomic status, education, income, and employment. This scoping review revealed low health literacy and low disease knowledge in patients with AAA and PAD. Standardised health literacy assessment may contribute to improve communication strategies and decision aids to enhance patients' understanding and engagement in healthcare decisions, however further research is needed to prove its merits.
This single case study concerns an 11-year-old girl, Agata, who recently moved to a rural community in the United States from the Philippines. Agata is profoundly deaf, has had no access to amplification, and has had very limited access to language and formal school. The journey through the next year, including the COVID-19 pandemic, saw Agata's language and literacy skills blossom at an unexpected rate. The study examines the how and why of Agata's progress by using multiple sources of both quantitative and qualitative data. A conceptual framework of both direct instruction theory (Engelmann &amp; Carnine, 1982) and resilience theory (Garmezy, 1993) was used to systematically analyze the factors that contributed to Agata's growth and offer a more thorough understanding of the complex challenges and potential successes in supporting students from Asian communities who are d/Deaf or hard of hearing (d/DHH).
This study addressed a COVID-19 outbreak in a nursing home, where the residents were vaccinated with two doses of Comirnaty® and thirty of them had previously had the infection. Outbreaks in closed communities are opportunities to study the entire clinical spectrum of the disease and, as in this case, the effect of hybrid immunity on transmission, infection progression and viral load. A descriptive and retrospective cohort study in the resident population was carried out. Attack rates were calculated for one of four stages of the disease: infection, symptomatic infection, hospitalization, and death. Relative risks (RR) were then estimated using simple and multivariate Poisson regression for each of these stages. The attack rate was 59% (56/95). The clinical spectrum was the same in both sexes. There was a notable protective effect of hybrid immunity against transmission (67%). In terms of progression, those with hybrid immunity had a lower risk of symptomatic infection. Nasopharyngeal viral load was significantly lower in individuals with hybrid immunity and asymptomatic individuals, supporting the idea of lower transmissibility in this group. Age was identified as a risk factor for disease progression. Molecular analysis identified the Delta B.1.617.2 variant in the patients and an air sample, supporting aerosol transmission in closed, poorly ventilated environments. This study provides a comprehensive view of an outbreak in a vaccinated nursing home, highlighting the importance of hybrid immunity. The results support the individual consideration of previous infection history when assessing the risk of COVID-19, contributing to the understanding of the evolution of the pandemic in the future.
This study addresses a critical knowledge gap by exploring the intricate relationship between low birth weight (LBW) and the heightened risk of suboptimal academic achievement during adolescence through a comprehensive retrospective cohort design. In this registry-based cohort study, meticulously linked health and curriculum-based test data for individuals born in New South Wales (NSW), Australia, between 2003 and 2005 were employed. Birth weight data were carefully sourced from the NSW perinatal data collection (PDC). The educational performance of offspring was thoroughly evaluated using the National Assessment Program for Literacy and Numeracy (NAPLAN) during grade 9, approximately at 14 years of age. After rigorous adjustments for potential confounders, findings revealed a compelling narrative: LBW adolescents demonstrated an elevated susceptibility to not meeting national minimum standards across all domains, encompassing spelling [OR, 1.59 (95%CI 1.48-1.69)], writing [OR, 1.51 (95%CI 1.41-1.61)], reading [OR, 1.38 (95%CI 1.29-1.48)], and numeracy [OR, 1.52 (95%CI 1.40-1.63)]. Notably, LBW boys exhibited a more pronounced inclination towards diminished academic performance compared to their female counterparts. This comprehensive retrospective cohort study, based on linked data, unequivocally establishes LBW as significantly associated with an increased vulnerability to substandard educational achievement during adolescence. Particularly robust effects were observed in females across all outcomes. Aimed at investigating whether LBW serves as a predictive factor for later academic difficulties, this study underscores the imperative for the adoption and fortification of preventative and early intervention strategies to curtail the prevalence of LBW-associated academic underachievement in later adolescence.
This study addresses the critical challenge of detecting brain tumors using MRI images, a pivotal task in medical diagnostics that demands high accuracy and interpretability. While deep learning has shown remarkable success in medical image analysis, there remains a substantial need for models that are not only accurate but also interpretable to healthcare professionals. The existing methodologies, predominantly deep learning-based, often act as black boxes, providing little insight into their decision-making process. This research introduces an integrated approach using ResNet50, a deep learning model, combined with Gradient-weighted Class Activation Mapping (Grad-CAM) to offer a transparent and explainable framework for brain tumor detection. We employed a dataset of MRI images, enhanced through data augmentation, to train and validate our model. The results demonstrate a significant improvement in model performance, with a testing accuracy of 98.52% and precision-recall metrics exceeding 98%, showcasing the model's effectiveness in distinguishing tumor presence. The application of Grad-CAM provides insightful visual explanations, illustrating the model's focus areas in making predictions. This fusion of high accuracy and explainability holds profound implications for medical diagnostics, offering a pathway towards more reliable and interpretable brain tumor detection tools.
This study addresses the issue of shared decision-making (SDM) in a Norwegian home-based palliative care setting. The significance of patient involvement in SDM is widely acknowledged, and many patients want to participate in decisions about care and treatment. Yet, it remains a need for more knowledge regarding the initiators and approaches of SDM in the context of home-based palliative care, particularly from the patients' perspective. The aim of this study is to understand patients' experiences and preferences for SDM in home-based palliative care, seeking to enhance the quality of care and direct the planning of healthcare services. We used a qualitative explorative design. A hermeneutic approach was employed, and data was collected through in-dept interviews with 13 patients. The study uncovered an overarching theme of "Navigating to reach own decisions," comprising three sub-themes: "To be trapped in life without decisions to act on"; "To surrender to others and let others deal with decisions"; "To continue to be oneself without focusing on disease and decision-making". The findings underscore the need for flexible, person-centered approaches in SDM, tailored to the fluctuating health literacy and changing preferences of patients in palliative care settings. Our study contributes to the understanding of SDM in palliative care by highlighting how patients navigate the balance between autonomy and reliance on HCPs. Future research should explore how healthcare systems, including HCPs' roles in the system, can adapt to the patients' dynamic needs, to ensuring that SDM will remain a supportive and empowering process for patients at all stages of their disease.
This study addresses the need to reinforce the reading learning of students with intellectual and developmental disabilities (IDD) in general education classrooms. A standardized way of assessing support needs in reading (SNr) from the teachers' perspective is proposed. The objectives were (i) to develop an instrument and evaluate its properties and (ii) to preliminarily assess the support needs in reading of students with IDD. Participants were 86 Chilean elementary school teachers who responded about the support needs of their own students. The instrument assesses three dimensions (i.e., representation, engagement, and action and expression). Analyses showed excellent preliminary evidence of validity and reliability. Preliminarily identified support needs suggest that students need more support in representation. Practical and research implications are discussed.
This study adopted an empirical approach to examine the effectiveness of integrating intergenerational education with food and agricultural education to increase students' affection for their learning environment. The intergenerational food and agricultural education program in this study consisted of various courses promoting educational dialogue between students and their parents and grandparents at home. The bidirectional learning process allowed the three generations to better understand each other's dietary and life experiences and pass on the relevant knowledge and culture. The 51 participants in this quantitative study were rural elementary schoolchildren who were divided into an experimental group and a control group. Place attachment was evaluated through the two sub-dimensions of place identity and place dependence. The results revealed that food and agricultural education implemented as intergenerational education strengthens learners' affective attachment to their school environment.
This study aimed at evaluating the clinico-etiological profile of altered mental status (AMS) among elderly patients and making recommendations regarding management based on etiologies, thereby improving both morbidity and mortality outcomes. This retrospective observational study was conducted in a teaching cum tertiary care hospital. Two years data (from July 2017 to June 2019) were extracted from the medical records section, and 172 eligible participants were analyzed using descriptive statistics for clinical outcomes, demographic profiles, and various etiological factors. A total of 1784 elderly inpatients (age >60 years) were screened from the records, and 172 eligible elderly AMS patients were found eligible for the study. The male elderly population consisted of 110 (63.95%), and the female elderly was 62 (36.04%). The mean age of the study population was 67.82 years. The etiological factors of AMS in the study population were neurological - 47.09% (n = 81), infection - 30.23% (n = 52), metabolic/endocrine - 16.27% (n = 28), pulmonary - 2.32% (n = 4), fall - 1.74% (n = 3), toxic cause - 1.16% (n = 2), and psychiatric illness - 1.16% (n = 2). The total mortality rate was 9.30% (n = 16). The main etiological factors of AMS in the elderly population were predominantly of neurological, septic, and metabolic causes. These factors were preventable and treatable by training physicians, staff (as most of the physicians in the developing countries are not trained in managing this fragile group of population with multiple comorbidities), and by decentralizing geriatrics health-care setups.
This study aimed at exploring the impact of post-epidemic era on teachers' behavioral intention of distance education. In this study, purposive sampling method was used to enroll 390 teachers in colleges and universities, high schools and vocational schools, and junior high and elementary schools to be the research subjects for the questionnaire survey. A total of 360 questionnaires were collected for statistics, and AMOS 23.0 statistical software was used to analyze the correlation between variables. Meanwhile, a structural equation model was used to analyze and verify the impact of the technology acceptance model, information system success model, and diffusion of innovations theory. According to the results, the system quality of distance teaching platforms certainly affected perceived usefulness, and perceived usefulness affected teachers' attitudes toward using distance teaching systems. In addition, perceived ease of use had an impact on perceived usefulness, and trialability had an impact on teachers' attitudes toward using distance teaching systems. Finally, teachers' attitude toward using a distance teaching system also affected their behavioral intention. According to the results, suggestions were made in this study to teachers and students for distance teaching. Additionally, the main contribution of this study lies in providing specific strategies for further distance teaching through empirical results in combination with on-site teaching.
This study aimed to (1) assess layperson preferences for how surgical information is presented; (2) evaluate how the format of visual information relates to layperson comfort with undergoing surgery, perceptions of surgeon character traits, and beliefs about artistic skill impacting plastic surgery practice; and (3) identify sociodemographic characteristics associated with these outcomes. A survey was developed in which one of five standardized sets of information depicting a unilateral cleft lip repair was presented as (1) text alone, (2) quick sketches, (3) simple drawings, (4) detailed illustrations, or (5) photographs. Online crowdsourcing platform. Raters aged 18 years and older from the United States. None. After viewing the surgical information, participants answered three sets of Likert scale questions. Ratings were averaged to produce three composite scores assessing (1) comfort with undergoing surgery (2) perceptions of surgeon character traits, and (3) beliefs about plastic surgery and artistry. Four hundred seventy-nine participants were included. Surgeon character traits score was highest among participants who viewed detailed illustrations at 4.46 ± 0.59, followed by photographs at 4.43 ± 0.54, text alone at 4.28 ± 0.59, simple drawings at 4.17 ± 0.67, and quick sketches at 4.17 ± 0.71 (p = 0.0014). Participants who viewed detailed illustrations rated surgical comfort score and plastic surgery and artistry score highest, although differences did not achieve statistical significance. Viewing detailed cleft lip repair illustrations was significantly associated with positive perceptions of surgeon character traits. Our data help to contextualize methods of communication and education valued by the public when seeking cleft care.