Yoxas/statistical_literacy huggingface dataset:
This study aimed to examine diet tracking from childhood to adolescence, using 4 time-points, and the influence of socioeconomic and individual characteristics in this transition. The sample included 6893 children from the Portuguese birth cohort Generation XXI with complete information on Food Frequency Questionnaire in at least one of the considered follow-ups. A Healthy Eating Index (HEI), previously developed to assess adherence to WHO's dietary recommendations, was applied at all ages (4, 7, 10 and 13y). The intraclass correlation coefficient (ICC) was used to analyse the tracking of diet quality. Linear mixed-effect models were performed to estimate the association of the child's socioeconomic and individual characteristics with the HEI score and respective trajectories over time. The overall diet quality decreased from childhood (22.2 ± 3.6 at 4y) to adolescence (18.2 ± 3.9 at 13y), with moderate tracking (ICC = 0.53), showing that children who start a healthy diet earlier might have a better diet quality as time goes by. Children of older mothers (β = 0.079, 95%CI = 0.061-0.097) and with higher education (β = 0.203, 95%CI = 0.178-0.229) and a higher household monthly income (β = 0.024,95%CI = 0.007-0.041) had a higher diet quality over time. Besides family characteristics, the child's sedentary activities (β = -0.009, 95%CI = -0.014--0.003) negatively influence diet quality throughout life. In contrast, being a girl (β = -0.094, 95%CI = -0.132--0.056) and having higher sleep duration (β = 0.039, 95%CI = 0.015-0.064) are associated with a higher diet quality over time. The presence of dietary tracking from childhood to adolescence implies that promoting healthy eating habits during the first years of life is crucial for a healthier diet quality during late childhood and early adolescence, focusing on maternal and individual child characteristics.
This study aimed to examine levels of mental health literacy (MHL) and associated factors among adolescents. A descriptive, cross-sectional, analytical study was conducted with a total of 650 students aged 11-18 years in three middle and three high schools. Data were collected using the Child and Adolescent Mental Health Literacy Scale and evaluated using descriptive statistics and regression analysis to determine whether age, gender, and grade are predictive factors of MHL. The mean age of the participants in the study was 16.8 ± 1.35 years, 55 % of the students were girls, and the mean MHL score was 3.96 ± 1.2, indicating moderate MHL. Multiple regression analysis indicated that the variables of age, gender, and grade explained 5.5 % of the variance in MHL score. When these variables were examined individually, gender and grade had no significant effect (p > 0.05), while older age was associated with higher MHL score (p < 0.05). The results of this study showed that MHL improved with age. MHL promotion is important in mental health resilience. Collaboration between school nurses, school counselors, and psychiatric nurses to provide mental health educational interventions may help reduce stigma and increase help-seeking behaviors.
This study aimed to examine nursing students' self-esteem levels and attitudes toward the nursing profession. Although it is important to choose a profession that will make the person happy in many aspects such as one's abilities, interests, values, attitudes, personal goals, and social expectations, it has an important place, especially in a profession such as nursing, which involves intense emotional and physical load. The study population was 390 nursing students at a foundation university in Istanbul, while the sample included 202 students. Data were collected between January 16, 2023, and February 15, 2023, with the Demographic Data Collection Tool, Coopersmith Self-Esteem Inventory, and the Attitude Scale for Nursing Profession. The data were analyzed using the SPSS 27.0 program. The STROBE checklist was used to report the study. The mean age of the participants was 20.79 ± 1.72 (years), among which 65.3% were in the 20-22 age range, 76.7% were female, and 29.7% were in the first grade. A positive but very weak relationship was found between the Coopersmith Self-Esteem Inventory and the Attitude Scale for Nursing Profession scores (p < 0.05). The results show that professionalization and socialization processes greatly affect nursing students' self-esteem. Considering the extended period that students spend in academic institutions under the guidance of faculty members, this matter deserves greater attention. While developing the curriculum and education process, factors that support the development of self-esteem in nursing students should be taken into account and initiatives should be planned to increase positive attitudes toward the profession. Nursing students can gain different perspectives by spending more time with nurses in hospitals.
This study aimed to examine provincial differences in patient spending for cancer care and reductions in household spending including decisions to forego care in Canada. Nine-hundred and one patients with cancer, from twenty cancer centers across Canada, completed a self-administered questionnaire (P-SAFE version 7.2.4) (344 breast, 183 colorectal, 158 lung, and 216 prostate) measuring direct and indirect costs and spending changes. Provincial variations showed a high mean out-of-pocket cost (OOPC) of CAD 938 (Alberta) and a low of CAD 280 (Manitoba). Differences were influenced by age and income. Income loss was highest for Alberta (CAD 2399) and lowest for Manitoba (CAD 1126). Travel costs were highest for Alberta (CAD 294) and lowest for British Columbia (CAD 67). Parking costs were highest for Ontario (CAD 103) and lowest for Manitoba (CAD 53). A total of 41% of patients reported reducing spending, but this increased to 52% for families earning <CAD 50,000 per year. The highest national rates of decisions to forego care were in relation to vitamins/supplements, the selection made by 21.3% of those who indicated spending reductions. Reductions for complementary and alternative medicine (CAM) were made by 16.3%, and for drugs, by 12.8%. Most cost categories had higher proportions of individuals who decided to forego care when family income was <CAD 50,000 per year and for patients under 65 years of age. Levels of financial burden for patients with cancer in Canada vary provincially, including for OOPC, travel and parking costs, and lost income. Decisions to forego cancer care are highest in relation to vitamins/supplements, CAM, and drugs. Provincial differences suggest that regional health policies and demographics may impact patients' overall financial burden.
This study aimed to examine safety culture among Japanese medical residents through a comparative analysis of university and community hospitals and an investigation of the factors related to safety culture. This nationwide cross-sectional study used a survey to assess first and second-year medical residents' perception of safety culture. We adapted nine key items from the Safety Awareness Questionnaire to the Japanese training environment and healthcare system. Additionally, we explored specific factors relevant to safety culture, such as gender, year of graduation, age, number of emergency room duties per month, average number of admissions per day, incident experience, incident reporting experience, barriers to incident reporting and safety culture. We analysed the data using descriptive statistics and multivariate logistic regression analysis. We included 5289 residents (88.6%) from community training hospitals and 679 residents (11.4%) from university hospitals. A comparative analysis of safety culture between the two groups on nine representative questions revealed that the percentage of residents who reported a positive atmosphere at their institution was significantly lower at university hospitals (81.7%) than at community hospitals (87.8%) (p<0.001). The other items were also significantly lower for university hospital residents. After adjusting for multivariate logistic analysis, university hospital training remained significantly and negatively associated with all nine safety culture items. Furthermore, we also found that university hospital residents perceived a significantly lower level of safety culture than community hospital residents. Further research and discussion on medical professionals' perception of safety culture in their institutions as well as other healthcare professionals' experiences are necessary to identify possible explanations for our findings and develop strategies for improvement.
This study aimed to examine the effect of an emotion recognition and expression program (EREP) on the alexithymia, emotion expression skills and positive and negative symptoms of patients with schizophrenia. The study had a non-randomized, quasi-experimental design including a pretest, post-test, and follow-up test. It was conducted with 36 patients with schizophrenia (n = 18 intervention group, n = 18 control group) who regularly visited a Community Mental Health Center (CMHC) in Türkiye and participated voluntarily. The EREP was applied to the intervention group for eight weeks. "Personal Information Form", "Emotion Expression Scale (EES)", "Toronto Alexithymia Scale (TAS)", and "Positive Negative Syndrome Scale (PANSS)" were applied to all participants in the pretest, post-test, and follow-up test. The follow-up test was applied one month after the end of the sessions. Number, percentage, chi-square test, and repeated measures analysis of variance were used for data evaluation. In the total alexithymia score, there was a significant difference in the group interaction by time in the intervention group compared to the control group. In terms of total alexithymia score, the post-test and follow-up test mean scores of the intervention group were lower than the control group (p < 0.05; η2 = 0.122). There was a significant time*group interaction in the positive emotion subscale of the EES (p < 0.05; η2 = 0.121). The findings of our study indicated that the EREP had a positive effect on the alexithymia scores of patients with schizophrenia. We found that the EREP used in our study contributed to the reduction of alexithymia levels in patients with schizophrenia.
This study aimed to examine the effects of providing a program that introduced volunteers to make friends with older adults to reduce loneliness and increase loneliness literacy. Eight community development associations in Taiwan participated in the study. In the first stage, older people living alone or with only a spouse, or those with a family, but without substantial interactions, were screened for loneliness. Older adults with a higher risk of loneliness were given priority to be invited to participate in this intervention. This 3-month intervention program was designed by each community development association and delivered at the older adults' homes. A total of 87 older persons completed both waves of the interviews. Loneliness was reduced (UCLA-6 Loneliness Scale scores decreased from 13.5 to 11.6), and loneliness literacy improved (loneliness literacy scores increased from 38.9 to 42.0) compared with what it was before the program. In a generalized linear model, when controlling for covariates, loneliness was reduced, but not significantly (B = -0.934, P > 0.05), whereas loneliness literacy improved significantly for older participants (B = 2.088, P < 0.05). Making friends with older adults who are lonely might improve their loneliness literacy. Geriatr Gerontol Int 2024; 24: 240-245.
This study aimed to examine the feasibility of the 3-level-EQ-5D valuation methods and the impact of literacy, culture, and religion on the preferences of the Pakistani population. Respondents aged 18 to 65 years were recruited using quota sampling. The EuroQol Portable Valuation Technology was used, and data collection was done in Urdu. Graphical presentations were used to elicit responses from illiterate respondents. All interviews were audio recorded and transcribed. Odds ratios associated with the choice impact were assessed. Usual activities showed highest impact on respondents' choice outcomes, followed by self-care and then anxiety/depression and mobility. Compared with "no problem," any problems in mobility had higher odds for a respondent to not to choose otherwise. The impact of health impairment on usual activities imposed the highest influences choices made. Most of the respondents reported that religion had no impact on their responses. Compared with literate respondents, illiterate respondents were more likely to be older, were unemployed, resided in rural, had lower self-reported health, had lower education/income, and had family members living in the same household with lower income. Although not significant, the number of nontraders was slightly higher in illiterate respondents. Literate respondents indicated cultural beliefs did not affects their responses whereas most of the illiterate respondents highlighted the impact of cultural norms on their responses, especially for self-care. Preference elicitation methods used in 3-level-EQ-5D valuation studies, namely, time trade-off and discrete choice experiments, are feasible in the Pakistani population. The use of graphical illustrations for illiterate respondents was successful.
This study aimed to examine the relationship between health literacy and health-related quality of life in older adults. A cross-sectional survey design was used. We used a self-administered questionnaire to assess sociodemographic factors of older adults, the Chinese Citizen Health Literacy Questionnaire (HLQC) and the 36-item Chinese version of the Short Form 36 (SF-36) to measure health literacy and quality of life, respectively, among older adults. Between September 2011 and June 2012, information was collected from 1,396 older adults in 44 nursing homes in four cities through face-to-face interviews. The mean health literacy level of older adults in nursing homes was relatively low (71.74 ± 28.35). Health-related quality of life scores were moderate (104.77 ± 16.92). There were statistically significant differences in the effects of health literacy, education level, former occupation (professional), marital status (widowed) and race on health-related quality of life. Improving health literacy is considered an important intervention to promote health-related quality of life in older adults in nursing homes.
This study aimed to examine what students perceive as the ideal features of virtual patient (VP) design in order to foster learning with a special focus on clinical reasoning. A total of 104 Year 5 medical students worked through at least eight VPs representing four different designs during their paediatric clerkship. The VPs were presented in two modes and differed in terms of the authenticity of the user interface (with or without graphics support), predominant question type (long- versus short-menu questions) and freedom of navigation (relatively free versus predetermined). Each mode was presented in a rich and a poor version with regard to the use of different media and questions and explanations explicitly directed at clinical reasoning. Five groups of between four and nine randomly selected students (n = 27) participated in focus group interviews facilitated by a moderator using a questioning route. The interviews were videotaped, transcribed and analysed. Summary reports were approved by the students. Ten principles of VP design emerged from the analysis. A VP should be relevant, of an appropriate level of difficulty, highly interactive, offer specific feedback, make optimal use of media, help students focus on relevant learning points, offer recapitulation of key learning points, provide an authentic web-based interface and student tasks, and contain questions and explanations tailored to the clinical reasoning process. Students perceived the design principles identified as being conducive to their learning. Many of these principles are supported by the results of other published studies. Future studies should address the effects of these principles using quantitative controlled designs.
This study aimed to explore academics' views on Aboriginal and/or Torres Strait Islander Health and Cultural Safety content in pharmacy school curricula to inform recommendations for future curricula. All 18 Australian pharmacy schools were contacted, and interviews were conducted with consenting heads of school and/or their delegate(s). The interviews covered what the school was doing with respect to the First Nations theme in the revised accreditation standards and further ideas for improvement. Audio recordings of interviews were transcribed verbatim via an online transcription service. Transcripts were thematically analyzed and coded according to the framework approach and mapped to the Aboriginal and Torres Strait Islander Health Curriculum Framework. Coding was facilitated using NVivo software. All 18 schools consented to participate and a total of 22 interviews were conducted. The pharmacy accreditation standards were well known to most educators, however, the dissemination of the Aboriginal and Torres Strait Islander Health Curriculum Framework, introduced in 2014, appeared to be poor. Many interviewees (n = 14) expressed that the current content regarding Aboriginal health and cultural safety/competence was lacking and cited barriers that have led to a lack of development such as a lack of First Nations staff and expertize. While cultural safety/competency was taught in all Australian pharmacy schools, it is apparent that pharmacy schools are at various stages in their development of Aboriginal and Torres Strait Islander Health curriculum design and implementation. Future resources should be developed and made available.
This study aimed to explore chiropractic students' perceptions and attitudes about the appropriateness of peer physical examination as a teaching tool and their willingness and comfort with it. A modified version of a validated questionnaire was used. First- and 2nd-year chiropractic students at Murdoch University were approached during their practical sessions. The responses were analyzed using descriptive statistics reporting frequencies and percentages. Comparison between classes, age, and sex was evaluated by cross-tabulation. A total of 184 questionnaires were completed with a response rate of 76.6%. Our results demonstrated that most students were comfortable with and willing to participate in peer physical examination as well as trusted it as an appropriate part of their training and a valuable learning experience. Nevertheless, a small percentage were uncomfortable with peer physical examination and regarded it as an unprofessional activity. In addition, it was revealed that younger females (≤20 years) reported feeling unnecessarily exposed and therefore significantly less comfortable with peer physical examination. They were also less comfortable when examined in the inguinal area by a student of the opposite sex. Although peer physical examination appears to be a very popular training tool, it still has a few areas of concern that need to be investigated and addressed to improve students' attitude, perception, and comfort with this teaching technique. Further studies could investigate how other factors such as religious beliefs contribute toward students' perception and attitudes regarding peer physical examination.
This study aimed to explore digital literacy among community-dwelling older adults in urban South Korea. A semistructured interview guide was developed using the Digital Competence ( 2.0 framework, which emphasizes the competencies for full digital participation in five categories: information and data literacy, communication and collaboration, content creation, safety, and problem-solving. The data were analyzed using combined inductive and deductive content analysis. Inductive analysis identified three main categories: perceived ability to use digital technology, responses to digital technology, and contextual factors. In the results of deductive analysis, participants reported varying abilities in using digital technologies for information and data literacy, communication or collaboration, and problem-solving. However, their abilities were limited in handling the safety or security of digital technology and lacked in creating digital content. Responses to digital technology contain subcategories of perception (positive or negative) and behavior (trying or avoidance). Regarding contextual factors, aging-related physical and cognitive changes were identified as barriers to digital literacy. The influence of families or peers was viewed as both a facilitator and a barrier. Our participants recognized the importance of using digital devices to keep up with the trend of digitalization, but their digital literacy was mostly limited to relatively simple levels.
This study aimed to explore educational outcomes in individuals diagnosed with lymphoma in childhood concerning school grade year 9 and attendance in high school and post-compulsory education. Whether sex or age at diagnosis affected the assessed variables was also explored. Data from 174 children born 1988-1996 and diagnosed with lymphoma before age 15 were matched with approximately five controls per patient. The mean time since diagnosis to receiving school year 9 grades was 4.88 years for Hodgkin lymphoma (HL) cases (mean age at diagnosis 10.62, 11.76, and 10.05 years for all, girls, and boys, respectively) and 7.79 years for non-Hodgkin lymphoma (NHL) cases (mean age at diagnosis 7.85, 7.87, and 7.84 years for all, girls, and boys, respectively). We observed statistically significant differences between cases and controls in physical education, both for failing (p = 0.041) and the highest grade (p = 0.015). Compared with controls, HL cases were three times more likely to fail mathematics, and significantly fewer individuals in the whole lymphoma (p = 0.011) and NHL (p = 0.035) groups attended the third year of high school. Educational outcomes are impacted for children treated for lymphoma, especially in physical education. Since patients with HL are treated without central nervous system-directed therapy, other factors, such as absence from school, may affect school results. Physical late complications in lymphoma survivors warrant special attention. The problems childhood lymphoma survivors face should be known by schools and parents, to enable their management. Children treated for lymphoma should be closely monitored and included in follow-up programs when needed, for example, to support physical activity.
This study aimed to explore health literacy and factors associated with demand for medical cannabis (MC) use among colorectal cancer (CRC) patients in Northern Thailand as a target group. This cross-sectional analytical study administered multistage random sampling to recruit 439 CRC patients in northern Thailand. Ethical approval and signed written informed consents were obtained from the patients, prior to the study. A standardized, self-administered structured questionnaire was used to obtain the sociodemographic characteristics, clinical characteristics, social support, attitudes toward MC, knowledge about MC, health literacy about MC, and questions on demand for MC use. The scores from all questionnaires were converted to percentages before analysis. A total of 146 (33.26%) of patients with CRC reported demand to use MC. The multivariable analysis revealed that factors associated with demand for MC among CRC patients included: had high levels of health literacy about MC (adj.OR = 7.71; 95% CI: 4.28 to 13.87), aged less than 45 years (adj.OR =5.09; 95% CI: 2.78 to 9.34), positive attitudes toward MC use (adj.OR = 4.66; 95% CI: 2.68 to 8.10), and higher levels of social support (adj.OR =4.14; 95% CI: 2.39 to 7.17) when controlling effect of other covariates. Health literacy is an important factor affecting the demand for MC use of CRC patients. Therefore, improving health literacy, social support, and attitudes about MC especially among younger CRC patients, could help increase demand for MC as a complementary and alternative medicine alongside cancer treatment.