Yoxas/statistical_literacy huggingface dataset:
Mild respiratory infections are a common reason for consultation in paediatrics, both in the emergency department and in primary care clinics. These conditions, mostly viral and self-limiting, have a significant impact on the healthcare system, school and work absenteeism, and family routines. Despite being common and banal illnesses from a medical perspective, they involve a significant concern in families. The main objective of the contrast study was to compare the perceptions of parents and paediatricians regarding mild respiratory infections in childhood and their impact on family conciliation. Two online, cross-sectional surveys were conducted among Spanish paediatricians and parents with children aged 6 months to 12 years, involving 504 paediatricians and 1,447 families, with questions on attitudes towards visits to the paediatric consultation, care burden of minor pathologies, work, and family conciliation, and treatment and prevention of these illnesses. Results showed significant differences in paediatricians' and parents' perceptions in many aspects. According to 34.5% of paediatricians and 27% of parents, families regularly go to the paediatrician without a scheduled visit. Only 4% of parents report having self-medicated their child, while paediatricians raise this percentage significantly to 48%. Regarding the question: "it is normal for a child to have an average of 4 colds a year," only 25.5% of the surveyed families "strongly agree" unlike to 70.2% of paediatricians. 72.8% of paediatricians "strongly agree" with: "in my opinion, it is good for children to get sick to improve their immune system" reduced to 45.9% of parents. Consultations for minor pathologies represent a "high workload" for 60.9% of paediatricians, while this opinion is agreed by only 18.9% of the parents. Mild respiratory infections in childhood are perceived differently by paediatricians and parents. While paediatricians perceive them as a common and manageable phenomenon, parents tend to show higher concern and demand for medical attention. This study underlines the need to improve communication between paediatricians and parents to align perceptions, optimise the use of the health system resources, and improve the efficiency in the management of these common paediatric illnesses.
Military physicians must be prepared to lead health care teams across complex landscapes of war during future small- and large-scale combat operations. This preparation optimally begins in medical school so that early career physicians are fully ready for their first deployment. Past qualitative research has suggested that military physicians who attended civilian medical school are not as well prepared for the operational environment as physicians who attended the Uniformed Services University (USU), our nation's military medical school. However, there is a lack of larger-scale quantitative research comparing the readiness differences between the two medical school pathways. The purpose of this study, therefore, was to quantify any differences in first deployment preparation between students attending USU and civilian medical schools through the Health Professions Scholarship Program (HPSP). We compared USU and HPSP graduates' first deployment experiences by distributing a 14-item Likert survey to active duty military physicians in the U.S. Army, U.S. Navy, and U.S. Air Force who graduated within the past 10 years from medical school (USU or civilian). The USU graduates rated themselves significantly higher than the HPSP graduates on their readiness for deployment (3.83 vs. 3.24; P < .001); ability to navigate the operational environment (3.59 vs. 2.99; P < .001); confidence in communicating with their commanding officer (3.59 vs. 2.99; P = .002); navigating the combined role as physician and officer (3.33 vs. 2.84; P = .004); leading a health care team (3.94 vs. 3.43; P = .001); preparation by a medical school (3.78 vs. 2.52; P < .001); and overall readiness compared to peers (4.20 vs. 3.49; P < .001). There was no significant difference between the two pathways regarding their stress level at the beginning of deployment (2.74 vs. 2.68; P = .683); clinical preparation (3.94 vs. 3.76; P = .202); and success of first deployment (3.87 vs. 3.91; P = .792). The largest effect size of the difference between the two pathways was noted on the question "How well did medical school prepare you for your first deployment" (Cohen's d = 1.02). While both groups believed that they were prepared for their first deployment, USU graduates consistently reported being more prepared by medical school for their first deployment than HPSP graduates. To close this readiness gap, supplemental military unique curricula may help to optimize HPSP students' readiness.
Millions of Indonesian migrant workers have sought employment in Malaysia during the last three decades. Many of them are skilled and unskilled laborers, and their incorporation into the host society's labor market has the potential to improve their own quality of life while also contributing significantly to the country's economy. However, Indonesian migrant workers encounter numerous problems in their professional and personal lives. Therefore, this study aims to investigate the intercultural communicative competence (ICC) factors as one of the Indonesian migrant workers' strategies. This is qualitative exploratory research on the factors of ICC in the integration of Indonesian migrant workers into the Malaysian labor market. Focus groups were used to obtain data from 16 Indonesian migrant workers who had already successfully integrated into the Malaysian workforce as well as newcomers who were in the process of integrating into the local culture. In addition, interviews have been conducted with the 13 employers to complement the data from the migrant workers. The data was analyzed using rounds of deductive and inductive coding and analysis based on the five components of Byram's model. The findings suggest that practicing intercultural communication skills can help migrant employees overcome cultural difficulties in the Malaysian labor market. The Indonesian migrant workers and their employers also indicated that they have an advantage in cultural integration due to the cultural similarities. The paper discusses the implications of the findings in terms of ICC training offered to migrant workers themselves (culture and language) and to professionals who work with them, with the goal of facilitating and promoting Indonesian migrant workers' labor market integration.
Millions of workers experience work-related ill health every year. The loss of working days often accounts for poor well-being because of discomfort and stress caused by the workplace. The ongoing pandemic and postpandemic shift in socioeconomic and work culture can continue to contribute to adverse work-related sentiments. Critically investigating state-of-the-art technologies, this study identifies the research gaps in recognizing workers' need for well-being support, and we aspire to understand how such evidence can be collected to transform the workforce and workplace. Building on recent advances in sentiment analysis, this study aims to closely examine the potential of social media as a tool to assess workers' emotions toward the workplace. This study collected a large Twitter data set comprising both pandemic and prepandemic tweets facilitated through a human-in-the-loop approach in combination with unsupervised learning and meta-heuristic optimization algorithms. The raw data preprocessed through natural language processing techniques were assessed using a generative statistical model and a lexicon-assisted rule-based model, mapping lexical features to emotion intensities. This study also assigned human annotations and performed work-related sentiment analysis. A mixed methods approach, including topic modeling using latent Dirichlet allocation, identified the top topics from the corpus to understand how Twitter users engage with discussions on work-related sentiments. The sorted aspects were portrayed through overlapped clusters and low intertopic distances. However, further analysis comprising the Valence Aware Dictionary for Sentiment Reasoner suggested a smaller number of negative polarities among diverse subjects. By contrast, the human-annotated data set created for this study contained more negative sentiments. In this study, sentimental juxtaposition revealed through the labeled data set was supported by the n-gram analysis as well. The developed data set demonstrates that work-related sentiments are projected onto social media, which offers an opportunity to better support workers. The infrastructure of the workplace, the nature of the work, the culture within the industry and the particular organization, employers, colleagues, person-specific habits, and upbringing all play a part in the health and well-being of any working adult who contributes to the productivity of the organization. Therefore, understanding the origin and influence of the complex underlying factors both qualitatively and quantitatively can inform the next generation of workplaces to drive positive change by relying on empirically grounded evidence. Therefore, this study outlines a comprehensive approach to capture deeper insights into work-related health.
Mind Space is an experiential mental health exhibition in Hong Kong, aiming to raise public awareness and provide education regarding mental health. This prepost study aimed to 1) examine the relationships between visitors' characteristics and their mental health stigma at baseline, and 2) provide a preliminary evaluation of the effectiveness of Mind Space in reducing stigma and promoting help-seeking attitudes toward mental health conditions. We analyzed data from all consenting visitors who attended Mind Space between September 2019 and December 2021. Visitors' attitudes toward mental health conditions and their willingness to seek professional psychological help were measured through online questionnaires before and after visits. Multiple linear regression was used to identify the demographic predictors of outcome variables at baseline. Changes in outcome variables after attending Mind Space were assessed using paired sample t-tests. A total of 382 visitors completed the baseline questionnaires, among which 146 also completed the post-test. At baseline, higher socioeconomic levels and personal contact with people with mental health conditions predicted more positive attitudes and understanding toward mental disorders. Tentatively, the results also showed that after attending Mind Space, a significant reduction in negative attitudes about mental illness (t=4.36, p=<.001; d=.361) and improvements in the propensity to seek professional help (t=-5.20, p<.001; d=-.430) were observed, along with decreases in negative attitudes toward stereotypes (t=4.71, p=<.001; d=.421) and restrictions (t=2.29, p=.024; d=.205) among healthcare professionals. Our findings highlight the need for mental health education for people with lower socioeconomic status and the importance of direct contact in public mental health education initiatives. The present study also suggests that Mind Space may be a useful model for public mental health education, but the exhibition requires further evaluation to ascertain if any reductions in stigma are maintained over time.
Mind wandering is generally considered an endogenous mental state that arises spontaneously, which is one of the most common experiences of consciousness and typically occurs at a significant cost to mental health and behavioral performance. Previous studies have shown that mind wandering appears to be a stable trait and can be assessed reliably in adults. Surprisingly little, however, is known about how to measure the frequency of mind wandering in children, given that children can accurately introspect their experiences. The present studies aimed to develop the Frequency of Children's Mind Wandering Scale (CMWS-F) and the Context of Children's Mind Wandering Scale (CMWS-C) to assess the frequency of mind wandering and contexts in which mind wandering occurs for children aged 8 to 11 years. The exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to develop the CMWS-F and CMWS-C. To further assess the validity of the scales, we compared the scores in CMWS-F/CMWS-C and the frequencies of probe-caught mind wandering in the typical tasks. In study 1a, the EFA (n = 292) and CFA (n = 346) showed that attentional failure and spontaneous thinking were the two main dimensions of CMWS-F. In study 1b, contexts about mind wandering in children could be divided into high-demand and low-demand contexts using EFA (n = 258) and CFA (n = 347). Study 2 showed moderate positive correlations between the frequencies of probe-caught mind wandering in the tasks and the scores in the scales. The results showed that scores on the two scales could predict the performance on the experimental tasks and further demonstrated empirical validity of the CMWS-F and CMWS-C scales. Taken together, the results of the current studies provided preliminary evidence for the validity and reliability of CMWS-F and CMWS-C in children, which can be used as a reference to balance its downsides and productive aspects of mind wandering.
Mindfulness training is effective in recovery from substance use disorders; however, adoption can be difficult due to environmental and personal distractions. Virtual reality (VR) may help overcome these challenges by providing an immersive environment for practicing mindfulness, but there is currently limited knowledge regarding patient and provider perceptions of VR-based tools. The present study investigated the feasibility and acceptability of VR mindfulness training for veterans in residential substance use treatment as well as potential benefits of VR mindfulness interventions in this population. We conducted a pilot feasibility/acceptability study as a first step toward conducting a larger randomized controlled trial (RCT). The study recruited participants (N = 32) from a 30-day residential substance use program and collected both qualitative and quantitative feedback on the VR mindfulness intervention using a mixed-methods approach. Patients (n = 20) and providers (n = 12) rated the acceptability, usability, and satisfaction of the intervention. Using a within-subjects design, patients provided pre-post emotion ratings and reported on state mindfulness and VR presence after completing a single-session self-guided VR mindfulness intervention. Patients provided qualitative interview data on their overall impressions, while providers gave the same information via survey. Both patients and providers reported high satisfaction and confidence in the intervention. Moreover, within subjects t-tests showed that patients experienced significant reductions in negative affect and significant increases in positive affect from pre-post, along with high levels of state mindfulness and presence. Results of thematic analysis revealed that the intervention facilitated focused attention on the present moment, induced a state of calm and relaxation, and reduced negative thoughts and emotions. Participants requested improvements such as better integration of audiovisual elements, a more personalized and longer intervention, and more comfortable fitting headset. Finally, the intervention presented with several advantages compared to other mindfulness experiences including reduced distractions and a sense of safety and privacy. Self-guided VR mindfulness intervention is feasible and acceptable to patients and providers. VR mindfulness training provides an immersive experience that uplifts mood and reduces distractions. VR may provide a scaffolding tool to set the stage for deepening mindfulness skills. Results of the present study could inform further development and tailoring for future interventions.
Mindfulness-based interventions (MBIs) have the potential to improve students' mood, behavior and cognitive functioning; yet, little is known about the feasibility and acceptability of adapting such programs for rural middle schools. An exploratory qualitative evaluation was conducted to examine the feasibility and acceptability of an initial trial delivery of AttuneEd®, a trauma-informed, mindfulness-based mental health curriculum. In this single-group design study, 10 weekly lessons were taught in a middle school located in a rural town in the pacific northwest during 6th grade students' P.E. classes. Three P.E. teachers, 26 6th grade teachers, and one school counselor attended trainings before and mid-curriculum implementation, where they provided qualitative feedback. A total of 160 students completed acceptability surveys before and after curriculum delivery. Three themes were identified from qualitative data: cultural considerations, teacher self-efficacy, and barriers and facilitators to student acceptability. Student acceptability ratings were high. Students reported, on average, that the classes helped them better understand themselves and others. Some identified needs for future MBIs include (1) the need for culturally sensitive, trauma-informed delivery strategies; (2) teachers' desire for more support in content delivery; and (3) students' desire to have their own teachers deliver the curriculum. Findings elucidate the nuances associated with implementing an MBI in a rural middle school and have notable implications for development, scalability, and sustainability.
Mindfulness-based interventions (MBIs) in the school context are increasingly widespread worldwide. The present study evaluates the effectiveness of a school-MBI (GrowingUp Breathing program) on children's socio-emotional and academic development. Three hundred thirteen elementary students from 7 to 12 years old from two schools in Madrid (Spain) participated. A cluster-randomized control trial was designed, assigning eight classrooms to the MBI-group (N = 155) and eight classrooms to the waiting-list control group (N = 158). Measures were evaluated at pre- and post-intervention in both groups and a 3-month follow-up was collected in the MBI-group. Children self-reported their mindfulness skills (i.e., dispositional mindfulness and psychological inflexibility) and well-being (i.e., anxiety and life satisfaction) and teachers evaluated children's social-emotional competence (i.e., emotion regulation, peer-relationship problems, and prosociality), well-being (i.e., emotional symptoms), and academic competence (i.e., student engagement and academic achievement). Mindfulness skills and emotional regulation were examined as potential mediators. Results revealed that children who received the MBI, compared to children in the WLC-group, improved their mindfulness skills, emotion regulation, prosociality, and emotional and behavioral engagement and decreased anxiety and peer-relationship problems. Positive changes in dispositional mindfulness led to reductions in children's anxiety and psychological inflexibility. Positive changes in emotional regulation led to improvements in prosociality and student engagement and decreased peer-relationships problems and emotional symptoms. Therefore, the results showed that a brief-MBI integrated in the Spanish regular school curriculum enhanced children's socio-emotional and academic development. Dispositional mindfulness and emotion regulation work as processes of change that underlie the intervention's impact.
Mindset interventions, which shift students' beliefs about classroom experiences, have shown promise for promoting diversity in science, technology, engineering, and mathematics (STEM). Psychologists have emphasized the importance of customizing these interventions to specific courses, but there is not yet a protocol for doing so. We developed a protocol for creating customized "peer-modeled" mindset interventions that elicit advice from former students in videotaped interviews. In intervention activities, clips from these interviews, in which the former students' stories model the changes in thinking about challenge and struggle that helped them succeed in a specific course, are provided to incoming life sciences students. Using this protocol, we developed a customized intervention for three sections of Introductory Biology I at a large university and tested it in a randomized controlled trial (N = 917). The intervention shifted students' attributions for struggle in the class away from a lack of potential to succeed and toward the need to develop a better approach to studying. The intervention also improved students' approaches to studying and sense of belonging and had promising effects on performance and persistence in biology. Effects were pronounced among first-generation college students and underrepresented racial/ethnic minority students, who have been historically underrepresented in the STEM fields.
Miners working underground face some risk factors that affect the nervous system-such as high noise, dark environment, chronic stress, and exposure to toxic gases. However, it is not known whether these risk factors affect the cognition of miners. In this study, the cognitive changes of miners were examined through event-related oscillations via electroencephalogram (EEG). Twenty underground miners and control groups, equal to each other in age, education level, and working duration, participated in this study. Neuropsychological tests were applied to all participants to examine their cognitive characteristics. Then, 20-channel EEG was recorded for electrophysiological changes during visual oddball paradigm. Event-related power spectrum and phase locking were analyzed in delta (0.5-3.5), theta (4-7), and alpha (8-13 Hz) frequency bands. It was determined that the delta responses that emerged during the target stimulus differed between the two groups in terms of phase locking (p < 0.05). Considering event-related alpha responses, a statistical difference was found regarding power spectrum and phase locking (p < 0.05). Moreover, the alpha power spectrum in the miners was found to be negatively statistically correlated with working duration (p < 0.05). This study determined that the event-related electrophysiological responses of the miners were negatively affected depending on the working conditions. In addition, neuropsychological assessment determined miners had deficiencies in learning and memory skills and many other cognitive functions such as attention, behavioral inhibition, and visual perception.
Mini Clinical Evaluation Exercise (mini-CEX) is one of the assessment tools in medical education. It includes three steps: overview of clinical situation, observation and feedback. To evaluate the feasibility of mini-CEX as a formative assessment tool for medical trainees in 5th year of medicine in a teaching intensive care unit (ICU). Single-center qualitative research conducted in ICU during the 2nd semester of the academic year 2022-2023. Seven core clinical skill assessments were done, and the performance was rated on a 9-point scale. An assessment of the method was conducted with both trainees and clinical educators. We conducted six mini-CEX recorded sessions. All medical students had marks under the average of 4.5. In the first period, the highest mark was obtained for counselling skills (4.5). The best score was obtained for clinical judgement (4) in the second period and for management plan (4) in the third period. Most of medical trainees (11 sur 12) were satisfied with the method and feedback was according to them the most useful step. Ten students agreed fully to introduce this assessment tool in medical educational programs. Two medical educators out of three did not practice this method before. They agreed to include mini-CEX in the program of medical education of the faculty of medicine of Tunis. However, they did not agree to use it as a summative assessment tool. Our study demonstrates that we can use the mini-CEX in medical teaching. Both trainees and educators were satisfied with the method.