Yoxas/statistical_literacy huggingface dataset:
Self-directed learning (SDL) ability is the basis for cultivating nursing students' ability to find and solve problems, lifelong learning, and providing high-quality nursing talents for healthcare. The O-AMAS (Objective, Activation, Multi-learning, Assessment, Summary) model adheres to the teaching philosophy of student-centered, result-oriented, combines the advantages of online and offline teaching, enriching teaching resources and learning channels, diversifying teaching and evaluation methods, and emphasizing integrating and applying knowledge conducive to improving students' SDL ability and achieving teaching objectives. This study explored the course design, practical, and application effects under the O-AMAS effective teaching model in internal medicine nursing to provide a basis and reference for combining effective teaching models with blended teaching in future nursing courses. This study is a self-controlled before-after trial. The participants were 76 nursing undergraduates from Hunan Normal University. This study utilizes the O-AMAS effective teaching model to design internal medicine nursing courses and implement blended online and offline teaching. Main links: The overall course design and application are student-centered, after clarifying macro and micro multi-dimensional learning objectives, with online and offline blended teaching environments activated students' learning behavior and diversified teachers' teaching activities, then based on instant and dynamic provide effective feedback; finally, students take the initiate to make a brief and potent summary under the teacher guidance. After the course, a unified assessment of the learning effect of nursing students was conducted, including the evaluation of the SDL ability of nursing students, a final comprehensive evaluation grade, and a teaching satisfaction survey. The nursing students' SDL ability scores are higher than before teaching, and the results were statistically significant (P < 0.05). The final average comprehensive evaluation grade of nursing students was 78.38 ± 7.12. More than 96% of the students are satisfied with this course. Applying for internal medicine nursing blended teaching integrated with the O-AMAS effective teaching model is conducive to improving nursing students' SDL ability, academic grades, and teaching satisfaction.
Self-directed learning is important in nursing as it is associated with improved clinical and moral competencies in providing quality and cost-effective care among people. However, unethical professional conduct demonstrated by some graduate nurses is linked with the way they are developed in schools alongside the content and pedagogies prescribed in nursing curricula. Pedagogical transformations appear to be inevitable to develop enthusiastic nursing students who can work independently in delivering quality and cost-effective nursing services to people. This study intended to examine the impact of facilitation in a problem-based pedagogy on self-directed learning readiness among undergraduate nursing students in Tanzania. A controlled quasi-experimental design was conducted in Tanzanian higher training institutions from January to April 2019. A 40-item Self-directed learning Readiness scale for nursing education adopted from previous studies measured self-directed learning and the Student A descriptive analysis via a Statistical Package for Social Sciences software program (version 23) was performed to establish nursing students' socio-demographic characteristics profiles. Independent samples t-test determined mean scores difference of self-directed learning readiness among nursing students between groups while regression analysis was performed to discriminate the effect of an intervention controlled with other co-related factors. The post-test results of self-directed learning readiness showed that nursing students scored significantly higher [(M = 33.01 ± 13.17; t (399) = 2.335; 95%CI: 0.486,5.668)] in the intervention group than their counterparts in the control. Findings of SDL readiness subscales were significantly higher among students in the intervention including self-management [(M = 10.11 ± 4.09; t (399) = 1.354; 95%CI: 0.173,4.026)], interest learning [(M = 9.21 ± 2.39; t (399) = 1.189; 95%CI: 0.166,4.323)] and self-control [(M = 13.63 ± 5.05; t (399) = 2.335; 95%CI: 0.486,5.668)]. The probability of nursing students to demonstrate self-directed learning readiness was 1.291 more times higher when exposed to the intervention (AOR = 1.291, p < 0.05, 95%CI: 0.767, 2.173) than in the control. Facilitation in a problem-based pedagogy promises to change the spectrum of nursing learning habits potentially to their academic and professional achievements. Nurse tutors need to be empowered with it to prepare nursing students to meet their academic and professional potentials.
Self-efficacy beliefs in behavior management (SEBiBM) is a key issue for teachers, while emotional competence is a major contributor to professional success and sustainability in this profession. The investigation of the multifaceted nature of these two constructs may be important in order to take a step toward understanding which emotional competence could foster specific aspects of SEBiBM. To explore this issue, elementary school teachers (N = 121, 1st-4th grades) answered the Profile of Emotional Competence, which comprises 12 scores of emotional competencies, and a four-dimensional self-efficacy scale for behavior management in the classroom. Results indicate that intrapersonal emotional competencies, as compared to interpersonal competencies, play a major role regarding self-efficacy beliefs. In particular, multiple regression analyses revealed that higher identification and understanding of personal emotions were associated with better perceived self-efficacy on two aspects of SEBiBM. In addition, using other's emotions predicted proactive involvement of the pupil's parent or caregiver. Results are discussed in terms of their contribution to research in educational sciences and in teacher education, particularly with respect to teachers' sustainability in the profession.
Self-efficacy is an integral part of personal factors that contributes substantially to students' success in mathematics. This review draws on previous intervention studies to identify, describe, and expose underlying mechanisms of interventions that foster mathematics self-efficacy. The findings show that effective mathematics self-efficacy interventions can be categorized into three categories using their underlying mechanisms: those that directly manipulate sources of self-efficacy to foster the construct, and those that either embed self-efficacy features in teaching methods or in learning strategies. Specific examples of interventions that fall in each of these three categories are described including their features and the underlying mechanisms that improve students' mathematics self-efficacy. I argue for the two "most effective" interventions that foster mathematics self-efficacy and their relevance to either pre-university or university students with implications for teaching and learning of mathematics.
Self-efficacy is task-specific, and Professional self-efficacy has been introduced as a factor affecting providing quality nursing care. This study aimed to determine the effects of training the nursing process using the concept map on the caring self-efficacy of nursing students in pediatric departments. This quasi-experimental study was conducted on 82 undergraduate nursing students in the second semester of 2021-2022 with a design of two groups before and after training. The samples were selected by census and divided into two experimental and control groups by simple random allocation. The data collection tool was Nursing Caring Self-Efficacy Scale in pediatric departments. The students of two groups in the pediatrics course were trained in the nursing process for nine sessions in three weeks using the concept map. Data were analyzed by descriptive statistics (frequency and percentage, mean and standard deviation) and inferential tests (Wilcoxon, Mann-Whitney, exact Fisher's) using SPSS 23. The study results showed no statistical difference between the two groups of students regarding demographic information and pre-test scores. The concept map group's post-test score of caring self-efficacy increased significantly compared to the pre-test (P < 0.001). The comparison of the post-test scores in the groups showed that the caring self-efficacy score in the intervention group of students was significantly higher than the control group (P = 0.014). According to the study results, it is suggested instructors use the concept map as a metacognitive intervention has increased the caring self-efficacy of nursing students in pediatric departments, which will lead to more accurate performance of nursing students in the future.
Self-harm by ligature is common within inpatient mental healthcare settings and is a dangerous method of self-harm. Most fatal and non-fatal suicidal behaviours in inpatient settings are a result of ligature use. There is a lack of research which has explored the experiences of staff members who work within inpatient settings where patients may self-harm by ligature. Key issues related to self-harm by ligature reported by staff included (1) understaffing increasing risk of ligature incidents, (2) spreading of self-harm by ligature within inpatient settings and (3) negative attitudes of staff related to patients who self-harm by ligature. Working with self-harm by ligature can have negative impacts on staff's personal (e.g. fear of blame) and professional lives (e.g. increased cautiousness). Many staff members currently feel underprepared by training related to working with self-harm by ligature, and unsupported after responding to a ligature incident. Training about self-harm by ligature needs to be improved and be accessible for all inpatient mental healthcare staff. Training should be coproduced, and could include practical components, education on potential reasons for self-harm, and acknowledgement of the emotional impact on staff. Support for staff members who respond to ligature incidents should be available for all staff members who respond to self-harm by ligature incidents. Stigma associated with accessing support should be challenged, alongside blame cultures within the workplace. INTRODUCTION: Self-harm by ligature is a common form of self-harm within inpatient mental health services in England, where most suicides within inpatient settings involve hanging or suffocation. However, little research has examined the experiences of staff members working with this method of self-harm. We explored the experiences of clinical staff who work with patients who self-harm by ligature. A staff survey was developed and disseminated to clinical staff working in inpatient settings in England. Quantitative data were analysed using descriptive statistics, and qualitative data using the framework approach. The study was STROBE checklist compliant. 275 staff members participated. Challenges most frequently reported about working with self-harm by ligature included understaffing (210, 76.6%), spreading of ligature incidents (198, 72.8%) and negative attitudes held by clinical staff towards such patients (185, 68.5%). Participants' responses indicated that this work could have significant impacts on their professional and personal lives. Staff often reported inadequate training and lack of preparedness, alongside insufficient support opportunities following ligature incidents. Staff had a diverse range of professional and personal experiences and identified multiple challenges associated with working with patients who have self-harmed by ligature. There is a need to improve accessibility, format and content of training and support for staff working within inpatient settings where patients may self-harm by ligature.
Self-management interventions may enhance health-related quality of life (HRQoL) in epilepsy. However, several barriers often impair their implementation in the real world. Digital interventions may help to overcome some of these barriers. Considering this, the Helpilepsy Plus Prototype was developed as a prototype smartphone-delivered self-care treatment program for adults with epilepsy. The 12-week Helpilepsy Plus Prototype was evaluated through a randomized controlled feasibility trial with a waiting-list control (WLC) group. Outcome measurement at baseline and at 12 weeks assessed adherence to the prototype intervention and changes in epilepsy-related outcomes. The primary endpoint was patient autonomy measured with EASE, and secondary endpoints included HRQoL measured with QOLIE-31, health literacy measured with HLQ, anxiety, and depression symptoms measured with HADS. Semi-structured interviews were conducted with a heterogeneous sample of participants to assess user-friendliness and usefulness. The prototype program was delivered through the Neuroventis Platform (Neuroventis, BV, Overijse, Belgium), a certified medical device (under EU/MDD Class I, and EU/MDR grace period). Ninety-two patients were included (46 in the intervention group, 46 in WLC). Most participants (63%, 58/92 women, median age 30 years) had pharmacoresistant epilepsy (61%, 56/92). Only 22% of participants (10/46) in the intervention group completed at least half of all intervention sessions. No significant differences between the intervention group and WLC were observed. Although there was a larger proportion of patients in the intervention group with meaningful improvements in HRQoL compared to WLC (19/46 versus 11/46), the difference was not significant (p = 0.119). Qualitative feedback showed that participants would appreciate more personalization, such as adaptation of the content to their current epilepsy knowledge level, a more interactive interface, shorter text sections, and interaction through reminders and notifications. Digital interventions should allow sufficient scope for personalization and interaction to increase patient engagement and enable benefits from self-care apps. Feedback loops allow the participatory development of tailored interventions. In this study, we investigated the effectiveness of an app-based self-help intervention. Study participants were either randomly assigned to a group that had access to the app or a group that received access to the app after the end of the study. Although a larger proportion of participants in the intervention group showed a relevant improvement in quality of life, the difference between the two groups was not statistically significant. Less than one-fifth of participants in the intervention group attended at least half of all intervention sessions; patient feedback showed that patients required more personalization and interactive options.
Self-management is essential for patients both before and after kidney transplantation and requires an adequate level of health literacy (HL), that is the ability to comprehend and process health information. Low HL is associated with poor clinical outcome and an increased risk of death. In Europe, HL has been scarcely studied. The aim of this study was to investigate the levels of HL in a Swedish cohort of kidney transplant (KTx) candidates and KTx recipients. A single centre cross-sectional cohort study. Participants; n = 50 KTx candidates and n = 49 KTx recipients. HL was measured with the Newest Vital Sign instrument (NVS). Statistical analysis was made using the chi-square, Mann-Whitney U- or t-test. Study participants; n = 99, 61.6% male, mean age 52 years. Low or possible inadequate HL was seen in 20%. There was no statistical difference in the levels of HL related to sex, educational level, ability to work or between KTx candidates and KTx recipients. In this cohort, one fifth had low or possible inadequate HL measured by the NVS. Screening is needed to identify persons with poor HL. These persons require tailored education and person-centred care to cope with self-management.
Self-management of health requires skills to obtain, process, understand, and use health-related information. Assessment of adolescents' functional health literacy requires valid, reliable, and low-burden tools. The main objective of this study was to adapt and study the psychometric properties of the Newest Vital Sign for the Portuguese adolescents' population (NVS-PTeen). Classic psychometric indicators of reliability and validity were combined with item response theory (IRT) analyses in a cross-sectional survey, complemented with a 3-month test-retest assessment. The NVS-PTeen was self-administered to students enrolled in grades 8 to 12 (12 to 17 years old) in a school setting. Overall, 386 students (191 girls) from 16 classes of the same school participated in the study (mean age = 14.5; SD = 1.5). Internal reliability of the NVS-PTeen was α = 0.60. The NVS-PTeen total score was positively and significantly correlated with Portuguese (r = 0.28) and mathematics scores (r = 0.31), school years (r = 0.31), and age (r = 0.19). Similar to the original scale (for the U.S.), the NVS-PTeen is composed of two dimensions, reading-related literacy and numeracy. Temporal reliability is adequate, though with a learning effect. IRT analyses revealed differences in difficulty and discriminative capacity among items, all with adequate outfit and infit values. Results showed that the NVS-PTeen is valid and reliable, sensible to inter-individual educational differences, and adequate for regular screening of functional health literacy in adolescents.
Self-medication (SM) is the practice of consuming medicines without a prescription. Despite being a potentially dangerous action, SM is practiced globally and has been highlighted during the COVID-19 pandemic. The aim of this study was to evaluate SM for the prevention or treatment of COVID-19 and the factors associated with this practice among undergraduate students in Southern Brazil. A cross-sectional study was conducted between July and November 2020 using an electronic questionnaire to collect information about the practice of SM and the associated sociodemographic characteristics, health perception, and lifestyle. We collected 1,553 responses and identified a prevalence of 14.9% for SM. The risk factors for SM were earning between BRL 2,101 and BRL 5,250, studying at a public university, and studying a distance undergraduate course. The protective factors were age above 30 years, female sex, working or participating in internships, occasionally recommending their own medications to other people, and worsening health during the pandemic. The main drugs or products used were ivermectin, vitamins C and D, tea, azithromycin, zinc, and propolis. Our data could help in the development of health education measures to reduce SM among undergraduate students and guide the population regarding the risks of this practice.
Self-medication is the use of unprescribed drugs to treat a disease. Elderly self-medication can be more dangerous compared to other age groups because of changes in organ functions that occur due to senescence. This study aimed to estimate the prevalence of self-medication in the elderly, its related factors, and common drugs used in this regard. Electronic databases such as PubMed, Scopus, and Web of Science were searched between January 2016 and June 2021. The search strategy was built on two core concepts: "self-medication" and "aged". The search was limited to original articles in the English language. A random effect model was used to estimate the pooled prevalence of self-medication. Heterogeneity among studies was assessed using both the I2 statistic and the χ2 test. Also, a meta-regression model was used to investigate the potential sources of heterogeneity of the studies. Out of 520 non-duplicate studies, 38 were included in the meta-analysis. Self-medication in the elderly ranged from 0.3% to 82%. The pooled proportion of self-medication was 36% (95% CI: 27%-45%). The result of the χ2 test and the I2 index (P < 0.001, I2= 99.90%) revealed notable heterogeneity among the included studies in the meta-analysis. The meta-regression showed a significant association between the sample size (adjusted β = -0.01; P = 0.043) and the pooled proportion of self-medication. The prevalence of self-medication in the elderly is high. Education through mass media to raise awareness about the dangers of self-medication can help solve this problem.
Self-prescribed gender-affirming hormone therapy (GAHT) is common practice among transgender women, especially in resource-limited countries, yet the effectiveness of each GAHT regimen to achieve female range sex hormone concentrations is not known. To describe the use and sex hormone concentrations of various GAHT regimens among transgender women who self prescribe in Thailand. This was a retrospective study in a community-based setting. Five hundred and 27 records of transgender women taking GAHT who were receiving care at a community health center between January 1, 2018, and December 31, 2020 were included for the analysis. Blood total testosterone and estradiol concentration after at least a 6-month period of GAHT. Multiple GAHT regimens were identified including oral estradiol valerate (EV), transdermal 17β-estradiol gel, injectable EV with hydroxyprogesterone caproate, injectable estradiol benzoate with progesterone, oral EV with cyproterone acetate (CPA), and oral contraceptive pills (OCPs). The most common GAHT regimen used by 49.1% of the participants was OCPs that contained 0.035 mg of ethinyl estradiol and 2 mg of CPA. Only 25.2% of this group had female range testosterone concentrations (<50 ng/dL). Oral EV and CPA were used by 23.1% of the participants. Most of them used 12.5 mg of CPA and 47.7% of this group had female range testosterone concentrations. There was no statistical significance between mean testosterone concentrations in CPA 12.5 and 25 mg groups, (P = .086). The inadequate sex hormone levels found in these commonly self-prescribed GAHT regimens provide information regarding the efficacy and safety of GAHT regimens for health care providers working with transgender women in a community-based setting. This study reflected a real-world situation and provided hormonal profiles among transgender women taking self-prescribed GAHT. However, issues in recall, medical literacy, and adherence to the medication may limit the results. Combined hormonal contraceptive pill was a commonly used GAHT regimen in Thai transgender women who self prescribe GAHT. However, this regimen was not effective to decrease testosterone concentrations to the recommended range of less than 50 ng/dL. Overall, self-prescription of GAHT does not appear to be effective in reaching target sex hormone concentrations. Including health care providers in the prescription and monitoring of GAHT may be a more effective approach in the delivery of GAHT. Salakphet T, Mattawanon N, Manojai N, et al. Hormone Concentrations in Transgender Women Who Self-Prescribe Gender Affirming Hormone Therapy: A Retrospective Study. J Sex Med 2022;19:864-871.