Yoxas/statistical_literacy huggingface dataset:
Inadequate clinical preparation for palliative care is often reflected in inadequate education about death. Nursing students as nurses of the future, it is necessary to make them aware of death and overcome fear of it so that they can cope with their future careers and provide qualified and warmly care service. To determine the effect of death education course using constructivist learning theory on first grade undergraduate nursing student attitudes and coping abilities towards death. This study was designed using a mixed-methods design. Two campuses of a university school of nursing in China. First grade Bachelor of Nursing Science students (n = 191). Data collection includes questionnaires and reflective writing as after class task. Quantitative data were analyzed using descriptive statistics, the Wilcoxon Signed Rank test, and the Mann-Whitney U test. As for reflective writing, content analysis was hired to analysis. The intervention group's attitude towards death tended to be neutral acceptance. The intervention group's ability to deal with death (Z = -5.354, p < 0.001) and expression of thoughts about death (Z = -3.89 b, p < 0.001) greater than that of the control group. Four themes (Awareness of death before class, Knowledge, The meaning of palliative care, New cognition) were identified from reflecting writing. Compared with the conventional teaching, death education course utilizing constructivist learning theory was found to be a more effective method for developing students' death coping skills and reducing fear of death.
Inadequate comprehension of healthcare information contributes to poor health outcomes. Ethnic minorities are one of the populations most affected by low health and oral health literacy (OHL). The hypothesis of the current study was that an oral health education program (OHEP) can improve the OHL, oral health awareness and behaviors of refugees. We also hypothesized that there will be a difference between OHL in English and native language in the Pre-intervention phase. Fifty-two adult refugees participated in an educational program that included a comprehensive and culturally sensitive PowerPoint presentation and hands-on learning activities on oral health topics. The study used a cross-sectional pre-post study design. Before the program (Pre-intervention group), participants completed 2 surveys: Sociodemographic Survey and Oral Health Perceptions of Refugees in a bilingual format, and the Estimate of Oral Health Literacy-Bilingual40 (EOHL-BL40) in English, and in the participants' native language. Immediately after an OHEP (Post-intervention group), participants completed the EOHL-BL40 survey in English only. Two weeks after OHEP (Follow-up intervention), participants completed again the Sociodemographic Survey and Oral Health Perceptions of Refugees and the Estimate of Oral Health Literacy-Bilingual40 (EOHL-BL40) in English only. The mean percentage of words understood on Pre-intervention EOHL-BL40 survey were significantly higher in native languages (47.3% ±3.7%) compared with survey in English (15.3% ±1.2%, P < 0.001). Post-intervention scores, immediately after educational program, were higher (28.6% ±2.4%), P < 0.001) for survey in English compared with the Pre-intervention (15.3% ±1.2%). The follow-up (2 weeks later) scores (25.5% ±2.4) were slightly lower than Post-intervention but still significantly higher (P < 0.001) than Pre-intervention. Results for both Sociodemographic Survey and Oral Health Perceptions of Refugees surveys were similar: the OHEP positively affected oral health awareness and oral health behaviors. Results of the study suggested that OHEP may improve oral health literacy, oral health awareness, and personal oral hygiene practices of refugees.
Inadequate education regarding disease manifestations in diverse skin colors hinders diagnosis and exacerbates health disparities. All levels of medical trainees report low confidence in accurately identifying disease in skin of color (SOC). To help further elucidate these concerns, our research aims to assess medical student confidence in recognizing cutaneous diseases in SOC and their viewpoints regarding SOC education within their institution. An eight-question, open-ended survey was provided to medical students before and after a SOC presentation. The survey assessed participants' confidence in their diagnostic ability and perspectives on educational material. Among the 70 attendees, 58 (82.8%) and 64 (91.4%) completed the pre- and post-seminar surveys, respectively. There was a significant discrepancy in confidence levels when assessing cutaneous manifestations of internal pathology in light (Monk Skin Colors 1-5) versus dark (Monk Skin Colors 6-10) skin (p < 0.009). Notably, 78.7% (37/47) perceived the institutional learning materials as insufficient for SOC. Post-seminar reflections indicated that 87.2% (40/46) of students lacked confidence in diagnosing SOC, with 78.7% (32/46) citing inadequate curriculum coverage as the cause. An additional 8.5% (6/46) identified the predominance of white-centric medical descriptions as a hindrance. Students collectively called for improved educational approaches, including better visual representation of diseases in darker skin. Medical education must continue to strive for increased SOC representation to train competent physicians in treating a diverse patient population and reduce disparities in SOC patients.
Inadequate health literacy increases medical costs and leads to poor health outcomes. However, there is a paucity of empirical evidence of such associations in sub-Saharan Africa. This study investigates how the household cost of malaria in children under five in Ghana varies based on different levels of health literacy. A cross-sectional survey involving 1270 caregivers of children under five was conducted. The survey included health literacy questionnaire and several pieces of sociodemographic and behavioural variables. We created seven caregiver health literacy profiles by scoring nine dimensions. The mean total cost for managing malaria among respondents was US$20.29 per episode. The total household cost for caregivers with high health literacy (Profile 1) (US$24.77) was higher than all other profiles, with the lowest cost (US$17.93) among the low health literacy profile (Profile 6). Compared with Profile 4, caregivers with high health literacy (Profile 1) spent more on managing malaria in children, while those with the lowest health literacy (Profile 7) spent less. The current study presents a snapshot of malaria treatment costs, and argues that low health literacy may lead to increased costs due to possible reinfections from delayed healthcare use. There is a need for longitudinal studies to understand causal relationship between health literacy and household expenses on malaria treatment to inform policy development and interventions. This study explores the impact of caregiver health literacy levels on the cost of managing malaria incidents in children under five in Ghana. High health-literate caregivers incurred the highest total household cost at US$24.77, with US$17.93 incurred by lower health-literate caregivers per malaria episode.
Inadequate health literacy is a risk factor for poor health outcomes and health-related quality of life (HRQoL). So far, the impact of health literacy on HRQoL has been examined for only a few chronic conditions. In this contribution, the relationship between health literacy and HRQoL in Korean adults with chronic conditions is examined using data of the cross-sectional Korea Health Panel Survey from 2021. Health literacy was measured with the 16-item European Health Literacy Survey Questionnaire (HLS-EU-Q16) and HRQoL with the European Quality of Life-5 Dimensions (EQ-5D). Multiple linear regression model was run for the EQ-5D index as the dependent variable. Multiple logistic regression models were implemented for responses to the individual EQ-5D items. 30.8%, 24.6%, and 44.6% of participants had inadequate, marginal, and adequate levels of health literacy, respectively. The EQ-5D index increases with marginal (B = 0.018, p<0.001) and adequate literacy (B = 0.017, p<0.001) compared to inadequate literacy. People with adequate or marginal literacy were more likely to report no problem with mobility (odds ration [OR] = 1.5; p<0.001), self-care (OR = 1.6; p<0.05), and usual activities (OR = 1.6 for adequate; OR = 1.4 for marginal; p<0.01) than those with inadequate literacy. Adequate health literacy was associated with an increased likelihood of having no problem with anxiety and depression (OR = 1.4; p<0.05). In conclusion, inadequate health literacy is prevalent among Korean adults with chronic diseases. Adequate health literacy is associated with better HRQoL and a protective factor for four dimensions of EQ-5D (mobility, self-care, usual activities, and anxiety/depression).
Inadequate health literacy is common among adults with HF. The disease management process in HF closely depends on health literacy. No questionnaire is used to assess health literacy among Turkish patients with heart failure. This study aimed to determine the validity and reliability of the Turkish form of the 'Heart Failure-Specific Health Literacy Scale'. The research is a methodological study design. The study was conducted at the cardiology clinic between May and July 2021, located in the eastern part of Türkiye. The study sample consisted of 121 patients with HF. Data were collected using the Personal Information Form and the Heart Failure-Specific Health Literacy Scale. The patients' mean age was 62.88 ± 12.55 and 66.9% were men. Based on the factor analysis, three factors with eigenvalue above 1 have been identified. These model has been determined as x2 = 80.209, sd = 49 and p = 0.003. The fit indices were as follows: x2/SD = 1.637; RMSEA = 0.073, GFI = 0.90, CFI = 0.94, IFI = 0.95, TLI = 0.92 and NFI = 0.87. The scale has a total Cronbach's alpha of 0.66. With test-retest analysis, it was determined that it had a good, positive and significant correlation in terms of both the scale and its sub-dimensions. The Turkish form of the form is a valid and reliable tool.
Inadequate health literacy poses a significant public health challenge, influencing patient treatment adherence and outcomes. This study explores outcomes in the setting of language congruence at the time of discharge for pediatric patients following laparoscopic gastrostomy tube insertion. We conducted a retrospective chart review from 2019 to 2022 at a community children's hospital, including 168 patients categorized based on language congruence. Although trends did suggest increased ER visits among Spanish-speaking patients, there were no statistically significant differences in health care utilization or patient outcomes identified. Further larger studies are needed for a comprehensive analysis of the relationship of language congruence at discharge on outcomes following surgical procedures as this may enable delivery of culturally competent medical care.
Inadequate numeracy is a barrier to patients' understanding of their health. No measure of numeracy related to antibiotic use is available. to develop and validate a measure of numeracy of antibiotic use, and to make this measure available in the Arabic language and context. Best practices for developing, translating and validating scales were consulted to develop an anonymous survey administered on SurveyMonkey. Ten open-ended questions for which participants provided an answer assessed basic numeracy covering fractions, percentages, proportionality, measurement, and estimation, contextualized to real life situations. A panel of five experts, and 10 cognitive debriefings provided face and content validity for the tool. Individuals ≥18 years, who had mastery of Arabic or English were included. Exploratory factor analysis was performed to characterize the psychometric properties of the items, using principal-component analysis. Convergent validity was established by comparing numeracy scores with the antibiotic knowledge scale scores. Differences in numeracy scores according to sociodemographic variables were tested using multivariate analyses of variance. Two hundred fifty-four responses were obtained, giving a response rate of 63.5%. A two-factor structure which explained 44.2% of the variance evolved: "Mathematical knowledge and problem-solving skills" and "Numeracy-related practices and experience". An acceptable reliability of Cronbach's alpha coefficient = 0.713. Higher numeracy scores were significantly correlated with the scores of the antibiotic knowledge (r = 0.205, p < 0.01) and factor one within the tool: "side effects and resistance" (r = 0.162, p = 0.05). Participants with University/College education presented higher levels of numeracy-related practices and experience than those with high-school education. Likewise, participants with medical insurance presented with higher numeracy scores than those without. A valid and reliable measure of antibiotic numeracy in English and Arabic was created. The tool could identify patients with low numeracy who are candidates for targeted interventions and intensive education on appropriate antibiotic use.
Inadequate training on how to care for haemodialysis and peritoneal dialysis catheters can lead to mechanical issues with the catheters and infectious complications (such as peritonitis) that could endanger patient safety, reduce the effectiveness of the dialysis treatment, and have a negative impact on patient morbidity and mortality. Such incidents can be prevented as they are mostly dependant on controllable factors - proper dialysis catheter care, which can be addressed through effective patient education. Effective patient education is crucial in ensuring that patients are equipped with the knowledge and skills necessary for both peritoneal and haemodialysis catheter care. To synthesise evidence on the: (1) patient educational interventions on haemodialysis and peritoneal dialysis catheter care; and (2) reported learning and clinical outcomes of the educational interventions provided for patients with haemodialysis and peritoneal dialysis catheter. Integrative review. This review followed the framework by Whittemore and Knafl. The literature search was performed using four electronic databases: PubMed, CINAHL, Cochrane Library and ProQuest Nursing and Allied Health. The Joanna Briggs Institute Critical Appraisal Tool was used to appraise the articles that fit the inclusion and exclusion criteria. Studies published in the English language were retrieved. A total of 14 studies were included. All the studies focused on educating patients who were on either tunnelled (permanent) haemodialysis catheters or peritoneal dialysis catheters. The findings identified: (1) teaching strategies used for educating patients on haemodialysis catheter care (2) teaching strategies for educating peritoneal dialysis patients on peritoneal dialysis catheter care and (3) outcomes of patient education on both haemodialysis and peritoneal dialysis catheters. Written materials and educational videos were used to instruct patients on haemodialysis catheters care. Different educational strategies for educating patients on peritoneal dialysis catheter care were also reported. They varied in terms of the composition and experience of the implementation care team members, educational approach, training duration, training location, timing relative to catheter placement, assessment method and follow-up support. The various teaching strategies were assessed and compared based on the patients' knowledge levels, catheter-related mechanical issues, and catheter-related infectious consequences (such as peritonitis). This review highlighted various education materials and compared different educational practices on tunnelled (permanent) haemodialysis catheter and peritoneal dialysis catheter care that healthcare providers used to increase knowledge and reduce catheter-related blood stream infections and peritonitis rates.
Inappropriate medication prescribing and dispensing by physicians and pharmacists is a preventable cause of morbidity and mortality in the elderly. Signifying the importance of healthcare professionals' knowledge of potentially inappropriate prescribing tools/ guidelines which would improve overall health outcomes. Beers Criteria is one of the most used guidelines that list specific potentially inappropriate medications (PIMs). This study aimed to investigate physicians' and hospital pharmacists' awareness, knowledge, practice, confidence, and barriers to the use of Beers criteria. A cross-sectional survey was carried out among 66 hospital pharmacists and 31 family medicine physicians working in a teaching hospital in Nigeria, between May and September 2021 using a self-administered questionnaire. Knowledge of PIMs was assessed using 11 clinical vignettes based on the 2019 Beers Criteria. Practice behavior towards elderly patients was assessed using a 5-item statement with a 5-point Likert scale. Perceived barriers to the appropriate use of Beers Criteria were assessed using a 15-item statement. Descriptive and inferential statistics were used to analyze the data. A total of 66 hospital pharmacists and 31 family medicine physicians participated in the study. Only (24; 36.4%) pharmacists and (4; 12.9%) physicians knew guidelines that listed specific PIMs. In all (21; 31.8%) pharmacists and (11; 35.4%) physicians demonstrated good knowledge of Beers Criteria, while most pharmacists (55; 83.3%) and physicians (29; 93.5%) reported good practice when dealing with elderly patients in terms of asking relevant questions and considering their ages while dispensing medications. Knowledge scores were not significantly associated with hospital pharmacists' socio-demographics. Most of the physicians and pharmacists were confident in the care provided for geriatric patients. The majority (66; 100.0%) pharmacists and (28; 93.5%) physicians suggested training through seminar presentations as a measure to improve the use of Beers' criteria. Lack of time to counsel patients was a major barrier recounted by both physicians and pharmacists. Healthcare professionals that participated in this study had satisfactory practice, although a gap in the knowledge of hospital pharmacists and family medicine physicians was noted. In addition to creating awareness among healthcare professionals and training on PIMs and Beers' criteria, a multidisciplinary approach to reduce potentially inappropriate prescribing and dispensing would greatly help reduce the incidence of potentially inappropriate medication use among elderly patients.
Including pharmacists in collaborative mental healthcare models has yielded positive results. Establishing processes to enhance pharmacists' mental health care capabilities is crucial for addressing the increasing burden and improving access to mental health services. This study evaluated community pharmacists' mental health competencies and analyzed associated factors using a rigorous international framework. Additionally, it sought to identify pharmacists' training needs and support requirements as the first stop in creating a roadmap for enhancing mental healthcare through community pharmacies. A large-scale national study employing a mixed-methods approach was conducted with community pharmacists in United Arab Emirates. Semi-structured individual interviews and a cross-sectional survey were conducted. Pharmacists' core competencies were assessed using the Core Mental Health Competencies Framework for all Pharmacy Professionals. Generalized linear models were utilized to identify predictors of pharmacists' competency levels. Thematic analysis was used to analyze qualitative data. In total 650 community pharmacists completed the survey (93.7% response rate). Eight pharmacists participated in semi-structured interviews. Nearly two-thirds (63.7%) received general communication skills training, while training in motivational interviewing (44.7%), shared decision-making (37.2%), and mental illness stereotyping/stigma (23.9%) were less common. Pharmacists reported lower perceived competence in their relationship with multidisciplinary teams (M = 3.02, SD = 0.89), stigma recognition (M = 3.02, SD = 1.04), and identifying mental health crises and aiding in the person's safety (M = 3.01, SD = 1.05). Poor communication skills (p < 0.001) and working in pharmacies that do not stock psychotropic medications (p = 0.023) were associated with lower perceived competence. Qualitative analysis identified training needs in various domains, including attitudes, values, and beliefs about mental health; relationships with multidisciplinary teams; communication skills; pharmaceutical knowledge; and personal and service development. Mental health-related training is needed for community pharmacists. Addressing these needs through an intentional roadmap approach will enable pharmacists to better engage with patients with mental illness and increase access to care.
Inclusion of advanced practice providers (APPs) in hospital-based pediatric otolaryngology has been growing rapidly, aligning with a 70% increase in physician assistants in all surgical subspecialties in recent years. A post-graduate training program is developed to reflect these growing and changing responsibilities. Curriculum development took place at one institution over eight years for 16 APPs following a standard Six Step Approach to medical curriculum: 1) Problem Identification and General Needs Assessment, 2) Targeted Needs Assessment, 3) Goals & Objectives, 4) Education Strategies, 5) Implementation, and 6) Evaluation and Feedback. This was integrated into an onboarding process for new hires and a continuing education plan for established providers. Gaps were identified throughout the process to improve education, skills required for competency, and readiness for independent practice. The curriculum incorporated a subset of goals and objectives from the familiar resident curriculum with significant differences in orientation and onboarding. A Clinical Competency Checklist was used initially for feedback and later to support credentialing after completion of the curriculum. A Procedure Rating Form was used for feedback and documentation of the number of performances required for credentialing. Self-Assessment was utilized to further identify readiness for independence and tailor additional education to meet practice needs. The curriculum and onboarding process presented can be used for any advanced practice provider joining an individual or team of pediatric otolaryngology providers. A standardized curriculum is helpful to the supervisors and trainees. Further collaboration between institutions and development of benchmarks will help ensure excellence in education and in care of pediatric otolaryngology patients.