Yoxas/statistical_literacy huggingface dataset:
As the nursing organization environment evolves into one in which several generations work together, there are concerns about generational differences leading to conflicts. A synthesis of qualitative studies was used to gain insight into the experiences and perceptions of new nurses working in South Korean hospitals and identify generational differences between nurses of Generations X and Y. Eight databases were searched systematically for qualitative studies published up to June 2020. The Critical Appraisal Skills Programme Checklist for Qualitative Research was used to evaluate the quality of the retrieved studies, and the data were synthesized thematically using the Thomas and Harden method. Of the 2,482 studies retrieved, 19 were included in this meta-synthesis. The experience of new nurses were presented in the three analytical themes of work experience, interpersonal relationships, and adaptation, from which eight descriptive themes were derived: (a) dissatisfied with own work performance, (b) negative feedback on work outcomes, (c) irregular daily life, (d) colleagues who help adapt to work life or make work life harder, (e) feelings of sympathy toward peers, (f) disrespectful patients or caregivers, (g) effective reactions, and (h) ineffective reactions. Although the new nurses from Generations X and Y reported similar experiences during their first year of nursing, differences were found in their values and tendencies regarding work and interpersonal relationships. Compared with new Generation X nurses, new Generation Y nurses placed more value on the meaning of individual work contributions, intimacy with colleagues, and appropriate feedback. The findings of this study support nursing administrators implementing strategies that both acknowledge and reduce the impact of generational category on nursing teams. Furthermore, emphasizing communication and acknowledging ongoing change as generations progress may strengthen bonds that lead nurses to value each other and their work.
As the popularity and demonstrated effectiveness of Health and Wellness Coaching (HWC) continue to grow to address chronic disease prevalence worldwide, delivery of this approach in a group format is gaining traction, particularly in healthcare. Nonetheless, very little empirical work exists on group coaching and there are currently no published competencies for Group Health and Wellness Coaching (GHWC). We used a well-established two-phase (Development and Judgment) process to create and validate GHWC competencies with strong content validity. Seven highly qualified Subject Matter Experts systematically identified and proposed the GHWC competencies, which were then validated by 78 National Board Certified Health and Wellness Coaches (NBC-HWCs) currently practicing GHWC who rated the importance and use frequency of each one. The validation study led to 72 competencies which are organized into the structure and process of GHWC. GHWC requires not only coaching skills, but significant group facilitation skills to guide the group process to best support members in maximizing health and well-being through self-directed behavioral change. As the presence of HWC continues to grow, it is imperative that GHWC skill standards be accepted and implemented for the safety of the public, the effectiveness of the intervention, and the value analysis of the field. Such standards will guide curriculum development, allow for a more robust research agenda, and give practical guidance for health and wellness coaches to responsibly run groups. High quality standards for GHWC are particularly needed in health care, where a Level III Current Procedural Terminology (CPT®) code for GHWC has been approved in the United States since 2019 and reimbursement of such has been approved by the Centers for Medicare and Medicaid for 2024.
As the wave of industrial intelligence (AI) swept, the demographic dividend era in the Chinese labor market continued to decrease. This study aimed to explore how AI reshaped the labor employment structure of the floating population. Additionally, it clarified the internal mechanism of AI on the employment structure of the floating population based on the existing AI model and the theoretical model of AI technology. At the same time, the workforce was divided into high-, medium-, and low-skilled groups according to education level. Empirical analysis was conducted using relevant data from 31 Chinese provinces spanning from 2012 to 2018. The aim was to test the impact of AI technology on the employment of different types of floating populations. The results indicated that: (1) industrial robots impacted heterogeneous skilled floating population labor by bipolar promotion and central substitution. (2) The application of industrial robots had a promotion effect on unfinished school and primary school groups, a substitution effect on middle school, high school/technical secondary school, and college specialties, and a promotion effect on college undergraduate and graduate students. (3) Distinguish employment status, industrial robot application had a significant negative impact on low-skilled employees and significant positive effects on high-skilled employers. Hence, it was recommended to put forward corresponding policy suggestions to address this issue.
As the world's first oral nuclear export inhibitor, selinexor is increasingly being used in clinical applications for malignant tumors. However, there is no extensive exploration on selinexor's adverse events (ADEs), necessitating a real-word assessment of its clinical medication safety. FAERS data (July 2019-June 2023) were searched for selinexor ADE reports across all indications. Use the system organ class (SOC) and preferred terms (PT) from the medical dictionary for regulatory activities (MedDRA) to describe, categorize, and statistic ADEs. Disproportionality analysis was employed through calculation of reporting odds ratio (ROR) and proportional reporting ratio (PRR). Based on total of 4392 selinexor related ADE reports as the primary suspect (PS), of which 2595 instances were severe outcomes. The predominant ADEs included gastrointestinal disorders, myelosuppression symptoms, and various nonspecific manifestations. 124 signals associated with selinexor ADE were detected, and 10 of these top 15 signals were not included into the instructions. Our study provides real-world evidence regarding the drug safety of selinexor, which is crucial for clinicians to safeguard patients' health.
As trainees rotate through thoracic subspecialties within their curricula, a crucial portion of their robotic training consists of actual console operating time. The more time spent on the surgeon console, the greater the development will be through the course of their training. Implementing a physician assistant at the bedside may increase the operative console time for the trainee and develop robotic skills in a more expeditious rate. The objective was to evaluate the impact a designated robotic physician assistant can have on trainee console learning opportunity. Operating room data collected consisted of all robotic general thoracic surgical cases that trainees participated in with and without a physician assistant present. Metrics regarding case efficiency included anesthesia ready-to-incision, incision-to-console, and raw resident console times. By using PRISM software, a nonparametric t test was used to analyze each averaged data group compared between when a physician assistant was present and not present. The mean resident console time without and with a physician assistant assist was 45.8 minutes and 80.9 minutes, respectively (P < .0001). The average portion of a case performed by a trainee similarly without and with a physician assistant present was 28.0% and 77.1%, respectively (P < .0001). Case efficiency metrics between physician assistant presence cohorts showed no difference. Thoracic surgical trainees have increased opportunity for robotic skill development within a fellowship or resident program curriculum when a designated robotic physician assistant is present in the operating room. These findings are significant for the improvement of residency and fellowship robotic training models moving forward by incorporating robotic-specialized physician assistants in academic institutions.
As uncertainty visualizations for general audiences become increasingly common, designers must understand the full impact of uncertainty communication techniques on viewers' decision processes. Prior work demonstrates mixed performance outcomes with respect to how individuals make decisions using various visual and textual depictions of uncertainty. Part of the inconsistency across findings may be due to an over-reliance on task accuracy, which cannot, on its own, provide a comprehensive understanding of how uncertainty visualization techniques support reasoning processes. In this work, we advance the debate surrounding the efficacy of modern 1D uncertainty visualizations by conducting converging quantitative and qualitative analyses of both the effort and strategies used by individuals when provided with quantile dotplots, density plots, interval plots, mean plots, and textual descriptions of uncertainty. We utilize two approaches for examining effort across uncertainty communication techniques: a measure of individual differences in working-memory capacity known as an operation span (OSPAN) task and self-reports of perceived workload via the NASA-TLX. The results reveal that both visualization methods and working-memory capacity impact participants' decisions. Specifically, quantile dotplots and density plots (i.e., distributional annotations) result in more accurate judgments than interval plots, textual descriptions of uncertainty, and mean plots (i.e., summary annotations). Additionally, participants' open-ended responses suggest that individuals viewing distributional annotations are more likely to employ a strategy that explicitly incorporates uncertainty into their judgments than those viewing summary annotations. When comparing quantile dotplots to density plots, this work finds that both methods are equally effective for low-working-memory individuals. However, for individuals with high-working-memory capacity, quantile dotplots evoke more accurate responses with less perceived effort. Given these results, we advocate for the inclusion of converging behavioral and subjective workload metrics in addition to accuracy performance to further disambiguate meaningful differences among visualization techniques.
As with a quantitative study, critical analysis of a qualitative study involves an in-depth review of how each step of the research was undertaken. Qualitative and quantitative studies are, however, fundamentally different approaches to research and therefore need to be considered differently with regard to critiquing. The different philosophical underpinnings of the various qualitative research methods generate discrete ways of reasoning and distinct terminology; however, there are also many similarities within these methods. Because of this and its subjective nature, qualitative research it is often regarded as more difficult to critique. Nevertheless, an evidenced-based profession such as nursing cannot accept research at face value, and nurses need to be able to determine the strengths and limitations of qualitative as well as quantitative research studies when reviewing the available literature on a topic.
As with other chronic diseases, the course of chronic obstructive pulmonary disease (COPD) can be expected to be positively influenced if patients are well informed about their disease and undertake appropriate self-management. Assessments of the level of knowledge and management that are comparable should benefit from structured, systematically developed questionnaires. These, however, have not been published in Germany. A total of 310 patients with COPD were recruited from three pneumological practices and one hospital to develop the questionnaires. Based on statistical criteria and content assessments by medical specialists, two questionnaires on knowledge (17 questions) and self-management (25 questions) were developed by selecting and modifying questions from published studies and training programs. In addition, two short versions with 5 and 3 questions were created to enable a quick assessment of the patients' knowledge and self-management. All questionnaires also included a visual analogue scale for self-assessment of knowledge and self-management. The statistical procedures for systematically guided selection comprised correlation and regression analyses. The questionnaires revealed considerable knowledge deficits in many patients and remarkably unsystematic, incoherent knowledge. The extent of this knowledge was negatively correlated with higher age and positively correlated with participation in training programs; this also applied to self-management. Correlations between the answers to the knowledge questions were higher in patients who had participated in training programs. The visual analogue scales for self-assessment of knowledge and management always correlated with the total number of correct answers. The questionnaires on knowledge and self-management in patients with COPD could be used in outpatient settings, including by non-medical staff, in order to quickly identify and correct deficits or as a reason to recommend training programs. The short versions and the analogue scales for self-assessment can give at least first hints. Potentially, training programs should focus more on promoting the coherence of knowledge through better understanding, as this presumably favors long-term knowledge. Older patients and those with a low level of education appear to be particularly in need of specially adapted training programs.
Ascertaining the similarity amongst molecules is a fundamental problem in biology and drug discovery. Since similar molecules tend to have similar biological properties, the notion of molecular similarity plays an important role in exploration of molecular structural space, query-retrieval in molecular databases, and in structure-activity modeling. This problem is related to the issue of molecular representation. Currently, approaches with high descriptive power like 3D surface-based representations are available. However, most techniques tend to focus on 2D graph-based molecular similarity due to the complexity that accompanies reasoning with more elaborate representations. This paper addresses the problem of determining similarity when molecules are described using complex surface-based representations. It proposes an intrinsic, spherical representation that systematically maps points on a molecular surface to points on a standard coordinate system (a sphere). Molecular geometry, molecular fields, and effects due to field super-positioning can then be captured as distributions on the surface of the sphere. Molecular similarity is obtained by computing the similarity of the corresponding property distributions using a novel formulation of histogram-intersection. This method is robust to noise, obviates molecular pose-optimization, can incorporate conformational variations, and facilitates highly efficient determination of similarity. Retrieval performance, applications in structure-activity modeling of complex biological properties, and comparisons with existing research and commercial methods demonstrate the validity and effectiveness of the approach.
Asia has a marked shortage of neurosurgical care, with approximately 2.5 million critical cases left untreated. The Young Neurosurgeons Forum of the World Federation of Neurosurgical Societies surveyed Asian neurosurgeons to identify research, education, and practice. A cross-sectional study using a pilot-tested e-survey was circulated to the Asian neurosurgical community from April to November 2018. Descriptive statistics were used to summarize variables pertaining to demographics and neurosurgical practices. The chi-square test was used to explore the relationship between World Bank income level and variables on neurosurgical practices. A total of 242 responses were analyzed. Respondents were mostly from the low- and middle-income countries (70%). Most represented institutions were teaching hospitals (53%). More than 50% of the hospitals had between 25and 50 neurosurgical beds. Access to an operating microscope (P = 0.038) or image guidance system (P = 0.001) appeared to increase in correlation to a higher World Bank income level. Limited opportunities for conducting research (56%) and hands-on operating opportunities (45%) were leading challenges in daily academic practice. The leading challenges were limited numbers of intensive care unit beds (51%), inadequate or absent insurance coverage (45%), and lack of organized perihospital care (43%). Inadequate insurance coverage decreased with increasing World Bank income levels (P < 0.001). Organized perihospital care (P = 0.001), regular magnetic resonance imaging access (P = 0.032), and equipment necessary for microsurgery (P = 0.007) increased with higher World Bank income levels. Improving neurosurgical care hinges on regional and international collaboration and national policies to ensure universal access to essential neurosurgical care.
Aspergillus fumigatus (A. fumigatus) has emerged as a significant pathogen in patients with cystic fibrosis (CF) and currently is within the top five isolated organisms reported in several international CF patient registries. A. fumigatus has been attributed to disease progression, although its role remains controversial. There is a paucity of reports on its infection dynamics, it was the aim of this study to examine time to first laboratory reports of A. fumigatus acquisition and to correlate this with patient gender and cystic fibrosis transmembrane conductance regulator (CFTR) mutation type. One hundred adult (≥ 18 years) CF patients were examined (50 females, 50 males; mean age 24.6 years ± 6.25 (SD), median age 24 years; maximum age 76 years). CFTR mutation groups consisted (i) F508del/F508del homozygous (n = 45), (ii) F508del/other heterozygous (n = 45) and (iii) others (n = 10). CFTR mutation type, patient gender, presence/absence of A. fumigatus and time (months) to first isolation of A. fumigatus were examined. Microbiological data was examined from 100 patients from birth to present (31/12/2021), equating to 2455 patient years. A. fumigatus was isolated from 66/100 (66%) adult CF patients; (i) F508del/F508del homozygous (82%; 37/45), (ii) F508del/other heterozygous (56%; 25/45) and (iii) others (40%; 4/10). Within the F508del/other heterozygous group, 14 mutations were noted on the second allele, with R560T and R117H collectively accounting for 36% of the second mutations. Four unique allele/allele mutations were noted in the Other Mutations category. There was a trend to a higher A. fumigatus acquisition in F508del/F508del homozygous patients than with F508del/other patients (p = 0.0529). Of the 66 patients who were positive for A. fumigatus, 35(53%) were male and 31(47%) were female. The median and mean time to first isolation of A. fumigatus in all A. fumigatus-positive patients was 119.5 months and 128 months, respectively, shortest time was 12 months, longest time 288 months. There was a statistical significance in time-to-first isolation in relation to CFTR mutation group (p = 0.0272), whereby F508del homozygous individuals had their first isolation of A. fumigatus at 116.8 ± 7.9 months (mean ± standard error of the mean (SEM)) and F508del heterozygous patients had their first isolate of A. fumigatus at 150.4 months ± 13.7 months (mean ± SEM), approximately 2.75 years after their F508del homozygous peers. There was no significant difference (p = 0.12) in time to first acquisiton between males and females, whereby males had their first A. fumigatus isolate at 118 ± 9.4 months, whereas females had their first A. fumigatus isolate at 140 ± 10.8 months. The highest rate of first A. fumigatus isolation was from 4 years until 16 years and by the age of 16 years, approximately 85% of A. fumigatus-positive patients had recorded their first A. fumigatus isolate. To minimise the risk of first acquisition of A. fumigatus, it is important that infection prevention educational messaging is delivered in the paediatric clinic, to enhance health literacy around A. fumigatus acquisition.
Assess knowledge, attitudes and practices of paediatric dentists towards dentomaxillofacial imaging and correlate findings with practitioner and practice-specific characteristics. An online questionnaire was sent to all paediatric dentists who attended a scientific seminar organized by the European Academy of Paediatric Dentistry (EAPD) regarding dental radiology. Data regarding available equipment, number, type and reason for performing radiographs, frequency and reasoning for retakes were collected. Data analysis was performed according to practitioner- and practice-specific characteristics and factors directly associated with the type and frequency of radiographs taken, and reason and frequency of repeats were determined. Significant differences were tested using Chi-square and Fisher's exact test. Statistical significance was set at p < 0.05. More than half of the participants (58%) reported having digital radiographic equipment and almost 1/4 (23%) conventional. A panoramic equipment was available in 39% working places and a CBCT scanner in 41%. Two thirds of the participants reported taking up to 10 intra-oral radiographs per week, mainly for trauma (75%) and caries diagnosis (47%). Extra-oral radiographs were prescribed to monitor development (75%) and for orthodontic evaluation, (63%) with a frequency of less than 5 weekly (45%). Participants reported that they repeat radiographs in a frequency of < 5 per week (70%) mainly due to patient's movement (55%). The majority of paediatric dentists within Europe use digital imaging equipment for both intra- and extra-oral radiographs. Nevertheless, great variation in practices exists and, therefore, continuous education in oral imaging is crucial to maintain high quality standards for the radiographic examination of patients.
Assess the periodontal health literacy of German adolescents, adults and senior residents. The prevalence of periodontitis is high. One explanation for this may be that people lack periodontal health literacy (PHL). This was a cross-sectional descriptive study. Former participants of the 5th German Oral Health Study (n = 333 16-year-olds, n = 307 39-48-year-olds, n = 332 69-78-year-olds) participated in a computer-assisted telephone interview. Open-ended questions (OEQs) were used to assess the participants' current knowledge. Corresponding single- and multiple-choice questions (SCQs and MCQs) supplemented the OEQs to allow detailed analyses of the nature of the knowledge gaps. Less than 10% of the participants in the three age groups could explain the term 'periodontitis' or select the correct answer in an SCQ. Responding to the OEQs, 89% of 16-year olds, 64% of 39-48-year-olds, and 59% of 69-78-year-olds, could not name any consequence of periodontitis, and 83%, 51%, and 60%, respectively, could not name any risk factors. The OEQs regarding proper oral hygiene behaviour revealed that participants lacked awareness regarding important aspects of oral hygiene (e.g., systematics) or areas to which they should pay attention to (e.g., interdental spaces and gingival margins). The survey revealed PHL deficits in German adolescents, adults, and seniors and a need for community-based measures to improve PHL in all age groups. Dental teams should be aware that their patients might lack the PHL necessary for understanding and adherence to professional dental advice, and that they might even lack PHL regarding the proper use of oral hygiene devices.