Yoxas/statistical_literacy huggingface dataset:
Noise is a kind of perceived public nuisance that is closely related to people's subjective feelings and lives. This study explores the clinical application effect of comprehensive noise reduction technology in outpatients with vitiligo. A total of 76 patients with vitiligo were selected in the Department of Dermatology at Baoding No. 2 Central Hospital from January 2020 to January 2021, as the control group (CG), receiving 5S management mode, and 80 patients with vitiligo from February 2021 to October 2022 were selected as the study group (SG), receiving comprehensive noise reduction technology combined with the 5S management mode for this retrospective study. The effects of different management modes on these patients were observed. SG had higher nursing quality scores in service attitude, service initiative, communication skills, environmental management and item management and overtly a lower noise level than CG (all P < 0.001). The Hamilton Anxiety Scale (HAMA) scores of the two groups at the end of treatment were significantly lower than those on admission (P < 0.05), with SG showing a lower score than CG (P < 0.001). Correlation analysis showed that noise levels and HAMA scores had a positive correlation (r = 0.423, P < 0.001). Patients with negative feelings about medical treatment caused by various noise sources in SG were obviously less than those in CG (P < 0.05). Both the groups had a statistical difference in overall satisfaction (P < 0.05). The investigation and data analysis demonstrated that comprehensive noise reduction in outpatients with vitiligo had a considerable effect. This technology can standardise the behaviour of medical staff, enhance nursing quality, reduce noise levels and alleviate patients' anxiety and improve their satisfaction. It has great benefits for the outpatient environment and patients.
Nomegestrol acetate (NOMAC) is a synthetic potent progestogen. This study aimed to assess the risk of intracranial meningioma associated with the prolonged use of NOMAC. Observational cohort study using SNDS data (France). Women included had ≥ one dispensing of NOMAC between 2007 and 2017 (no dispensing in 2006). Exposure was defined as a cumulative dose >150 mg NOMAC within six months after first dispensing. A control group of women (cumulative dose ≤150 mg) was assembled. The outcome was surgery (resection or decompression) or radiotherapy for one or more intracranial meningioma(s). Poisson models assessed the relative risk (RR) of meningioma. In total, 1,060,779 women were included in the cohort (535,115 in the exposed group and 525,664 in the control group). The incidence of meningioma in the two groups was 19.3 and 7.0 per 100,000 person-years, respectively (age-adjusted RRa = 2.9 [2.4-3.7]). The RRa for a cumulative dose of more than 6 g NOMAC was 12.0 [9.9-16.0]. In the event of treatment discontinuation for at least one year, the risk of meningioma was identical to that in the control group (RRa = 1.0 [0.8-1.3]). The location of meningiomas in the anterior and middle part of the skull base was more frequent with exposure to NOMAC. We observed a strong dose-dependent association between prolonged use of NOMAC and the risk of intracranial meningiomas. These results are comparable to those obtained for cyproterone acetate, although the magnitude of the risk is lower. It is now recommended to stop using NOMAC if a meningioma is diagnosed. The French National Health Insurance Fund (Cnam) and the French National Agency for Medicines and Health Products Safety (ANSM) via the Health Product Epidemiology Scientific Interest Group EPI-PHARE.
Nomophobia can be defined as a disorder in which people fear being away from their smartphone. Studies on the determinants of nomophobia in young adults seem to be limited. This study aims to determine the levels of nomophobia, social appearance anxiety and loneliness in young adults and to examine the effects of social appearance anxiety and the level of social and emotional loneliness on nomophobia levels. This is a descriptive and correlational study. Data were collected from 687 young adults. Data were collected using the Information Form, the Nomophobia Scale, the Social Appearance Anxiety Scale, and the Social and Emotional Loneliness Scale for Adults. Descriptive and multiple linear regression statistics were used. The mean Nomophobia Scale score of the participants was 73.76 ± 27.46, which points to moderate nomophobia levels. The findings revealed those with a high level of social appearance anxiety have higher nomophobia levels. It was revealed that social appearance anxiety, social and emotional loneliness explain 8 % (Adjusted R2 = 0.082) of the variance in the nomophobia. A sample of 687 participants showed that young adults were relatively moderately nomophobic. In this study, social appearance anxiety, social and emotional loneliness was determined as predictor of nomophobia.
Nomophobia, or no mobile phone phobia, is a term used to describe psychological conditions when people fear being without a mobile phone. This study aimed to measure the prevalence of nomophobia, its associated factors, and its impact on the academic performance of medical undergraduates at Umm Al-Qura University (UQU), Makkah City, Saudi Arabia. A descriptive cross-sectional study included a simple random sample of 595 medical undergraduates. The study administered the Nomophobia Questionnaire, which had been validated in previous articles, using an interview-based model. The collected data were reviewed and entered into the IBM SPSS Statistics for Windows, Version 26 (Released 2019; IBM Corp., Armonk, New York) for analysis. A total of 595 medical students were included in this study. Most of them (99%, n = 589) had different degrees of nomophobia, while only a small percentage (1%, n = 6) did not exhibit it. The younger medical students (18-19 years old) showed significantly higher percentages of moderate to severe nomophobia in comparison to older students (P = 0.028), while there was no significant relationship between nomophobia and academic performance, despite the fact that 128 (77.1%) of students with severe nomophobia had grade point averages (GPAs) of 3.5-4.0, compared to 244 (69.1%) of students with moderate nomophobia (P = 0.150). This study concludes that the prevalence rate of nomophobia is generally high among medical undergraduates at UQU in Makkah City, Saudi Arabia. This disorder was detected more among younger medical undergraduates, with no significant effects on their academic performance. It is mandatory to conduct more studies with larger sample sizes of different university students (medical and non-medical) to identify factors that lead to the development of nomophobia. Qualitative research among groups of university students will add more deep information about this disorder. Health education programs should be designed and targeted at university students, focusing on the harmful health effects of excessive use of mobile phones and measures to prevent this disorder.
Non-alcoholic fatty liver disease (NAFLD) and urinary incontinence (UI) are both highly prevalent and age-related diseases. Nevertheless, the link between NAFLD and UI is unclear. Hence, the study was designed to evaluate the association between the NAFLD and UI (including UI types) in a nationally representative sample of United States (US) female adults. We conducted this study used data from U.S. female adults in the National Health and Nutrition Examination Survey (NHANES) 2017-March 2020 (pre-pandemic) cycles. The diagnosis of NAFLD is based on Vibration controlled transient elastography (VCTE) and absence of know liver diseases and significant alcohol consumption. The diagnosis and types of UI were assessment using a self-report questionnaire. Multivariable logistic regression models were used to analyze the association between NALFD and UI. Stratified analyses based on age, obesity, race, educational level, married status, PIR, and smoking status were conducted. Of the 2149 participants, the mean (95% CI) age was 53.9 (52.7-55.0), 686 (61.1%) were Non-Hispanic White. UI was significantly more common in participants with NAFLD [490 (64.7%)] than those without NAFLD [552 (44.9%)]. Adjusted for age, race/ethnicity, marital status, educational level, family poverty income ratio (PIR) status, alanine aminotransferase (ALT), aspartate aminotransferase (AST), smoking status, obesity, type 2 diabetes mellitus (T2DM), hypertension and insulin resistance (IR) in a multivariable logistic regression model, NALFD were associated with UI [OR: 1.93, 95%CI 1.23-3.02, P = 0.01] and urge UI [OR: 1.55, 95%CI 1.03-2.33, P = 0.03], while patients with NAFLD did not show an increased odds in stress UI and mixed UI when compared with those without NAFLD subject (P > 0.05). In the subgroup analyses, NAFLD remained significantly associated with UI, particularly among those participants without obesity (OR: 2.69, 95% CI 1.84-4.00) and aged ≥ 60 years (OR: 2.20, 95% CI 1.38-3.51). Among US female adults, NAFLD has a strong positive correlation with UI. Given that NAFLD is a modifiable disease, these results may help clinicians to target female patients with NAFLD for treatments and interventions that may help prevent the occurrence of UI and reduce the symptoms of UI.
Non-alcoholic fatty liver disease (NAFLD) is currently the most prevalent chronic liver disease worldwide. At the same time, the relationship between air pollution and the likelihood of developing NAFLD has been a subject of debate due to conflicting findings in previous observational research. Our objective was to examine the potential correlation between air pollutant levels and the risk of NAFLD in the European population by employing a two-sample Mendelian randomization (MR) analysis. The UK Biobank Consortium provided the summary statistics for various air pollution indicators (PM2.5, PM2.5 absorbance, PM2.5-10, PM10, NO2, and NOx). Additionally, information on NAFLD was obtained from three studies, including one derivation set and two validation sets. Heterogeneity, pleiotropy, and sensitivity analyses were performed under different MR frameworks, and instrumental variables associated with confounders (such as education, smoking, alcohol, and BMI) were detected by tools. In the derivation set, causal relationships between PM2.5, NO2, and NAFLD were observed in univariable Mendelian randomization (UVMR) (Odds Ratio (OR) = 1.99, 95% confidence interval (95% CI) = [1.22-3.22], p = 0.005; OR = 2.08, 95% CI = [1.27-3.40], p = 0.004, respectively). After adjustment for air pollutants or alcohol intake frequency in multivariable Mendelian randomization (MVMR), the above genetic correlations disappeared. In validation sets, the null associations remained in UVMR. Our findings from MR analysis using genetic data did not provide evidence for a causal association between air pollution and NAFLD in the European population. The associations observed in epidemiological studies could be partly attributed to confounders.
Non-attendance to outpatient mental health appointments is associated with adverse clinical and financial outcomes. The aim of this study was to investigate the rates of non-attendance to outpatient Consultation-Liaison Psychiatry (CLP) appointments and the factors associated with non-attendance. Retrospective cohort study, including two groups of data: 950 initial and 3503 follow-up appointments between 01/01/2015 and 31/12/2019. We employed descriptive statistics, parametric/non-parametric tests and logistic regression analysis. We used a range of environmental, socio-demographic and service-related characteristics as independent parameters and non-attendance as the dependent parameter. Initial and follow-up non-attendance rates were 27.5% and 18.8% respectively. Opting-out text message reminders was associated with both initial and follow-up non-attendance. Higher education was associated with initial non-attendance, whereas lower education with follow-up non-attendance. Other factors associated with non-attendance to initial appointments were: English being the participant's primary communication language, having an appointment with a psychiatrist as opposed to a trained nurse or Cognitive Behavioural Therapist, and longer waiting time. Follow-up non-attendance was also associated with younger age, shorter driving distance and higher income/employment. We suggest that improving opt-in rates through a combination of staff and patient education and promotion, improving waiting lists, reducing the stigma associated with seeing a psychiatrist, but also perhaps targeting different socio-economic groups of patients with different strategies should be the focus of policy making to tackle non-attendance. Further research into patient-related and environmental factors, such as day of the week, driving distance, language of primary communication, education, income and employment is warranted in order to design more effective policies and improve engagement with CLP, but also psychiatric services in general.
Non-communicable diseases (NCDs) are high on the priority list of the Kerala government, and exploring the extent to which transgender and gender diverse (TGD) community members benefit from the services of national programmes for NCDs can provide valuable insights on improving the inclusivity of the health system as it moves towards Universal Health Coverage. This study was conducted to explore the prevalence of NCD risk factors as well as facilitators and barriers to NCD management among the TGD population in Kerala. A multiple methods study, including a cross-sectional survey of 120 self-identifying TGD people that included an adaptation of the WHO STEPS questionnaire, as well as in-depth interviews with thirteen individuals, was conducted in three districts of Kerala to explore the barriers and facilitators to NCD prevention and management. The results are presented using the key dimensions emerging out of the Diederichsen framework. A range of discrimination faced by TGD people in Kerala traps them in situations of low educational outcomes with consequent disadvantages in the job market when they search for livelihoods. This results in a large proportion of our sample living away from families (69 percent), and finding themselves in precarious jobs including sex work (only 33 percent had a regular job), with all these aforementioned factors converging to marginalise their social position. This social position leads to differential risk exposures such as increased exposure to modifiable risk factors like alcohol (40 percent were current alcohol users) and tobacco use (40.8 percent currently used tobacco) and ultimately metabolic risk factors too (30 and 18 percent were hypertensive and diabetic respectively). Due to their differential vulnerabilities such as the discrimination that TGD people are subjected to (41.7 percent had faced discrimination at a healthcare centre in the past one year), those with higher exposure to risk factors often find it hard to bring about behavioural modifications and are often not able to access the services they require. The disadvantaged social position of TGD people and associated structural issues result in exacerbated biological risks, including those for NCDs. Ignoring these social determinants while designing health programmes is likely to lead to sub-optimal outcomes.
Non-communicable diseases (NCDs) pose special challenges in developing countries In Ethiopia, the growing NCD burden has raised a public health concern with significant social, economic, and developmental effects. Thus, the study sought to examine health communication practices in addressing the NCDs in Bahir Dar City of the Amhara Region of Ethiopia. A qualitative case study was conducted from January to April 2023. The study employed in-depth interviews, focus group discussions, and observations to gather data from health extension workers, NCD experts, and NCD focal persons about their experiences and perspectives regarding NCD prevention and control. The participants were purposively selected, and a thematic analysis technique was employed to analyze the data. The study found that several health communication strategies, such as health promotion, training and creating model households, screening, referrals, follow-ups, rehabilitation services, and activities reporting were employed. Nevertheless, there was a lack of consistent, reliable, and long-lasting and professional health communication regarding NCD prevention and management. Some of the challenges contributing to such deficient practices were overloading HEWs with various tasks, allocating many households to a single HEW, shortage of screening tools, shortage of financial and human resources, weak interdisciplinary collaboration, COVID-19, and recurrent conflicts in the city and the region. Above all, lack of health communication skills affected the health interventions. Concerning communication methods, one-to-one communication was frequently employed, while mass media and social media were rare. Generally, NCD communication, in particular, and health communication, in general, did not receive priority as other health-related activities in the city. The study found that there were poor health communication practices in preventing and controlling NCDs. Thus, professional practice of health communication about NCDs must be prioritized, and emphasis should be given to inter-sectoral collaborations. Prioritizing financial and human resources is also essential for effective NCD communication.
Non-communicable diseases (NCDs), the leading cause of death globally, are estimated to overtake communicable diseases in sub-Sahara Africa, where healthcare workers (HCWs) play a crucial role in prevention and treatment, but are in extreme shortage, thereby increasing the burden of NCDs among this specific population. To provide evidence for policy-making, we assessed the NCD burden, associated factors and treatment among HCWs in four sub-Saharan African countries. We conducted a cross-sectional study across four sub-Saharan African countries [Côte d'Ivoire (CIV), Democratic Republic of the Congo (DRC), Madagascar (MDG), and Nigeria (NIG)] between February and December 2022. In a standardized questionnaire, sociodemographic, chronic disease and treatment data were self-reported. We estimated the prevalence of (1) at least one chronic disease, (2) hypertension, and used backward elimination logistic regression model to identify risk factors. We recruited a total of 6,848 HCWs. The prevalence of at least one chronic disease ranged between 9.7% in NIG and 20.6% in MDG, the prevalence of hypertension between 5.4% in CIV and 11.3% in MDG. At most, reported treatment rates reached 36.5%. The odds of each of both outcomes increased with age (at least one chronic disease adjusted odds ratio: CIV: 1.04; DRC: 1.09; MDG: 1.06; NIG: 1.10; hypertension: CIV: 1.10; DRC: 1.31; MDG: 1.11; NIG: 1.11) and with BMI (at least one chronic disease: CIV: 1.10; DRC: 1.07; MDG: 1.06; NIG: 1.08; hypertension: CIV: 1.10; DRC: 1.66; MDG: 1.13; NIG: 1.07). Odds of both outcomes were lower among males, except in CIV. In NIG, the odds of both outcomes were higher among medical doctors and odds of hypertension were higher among those working in secondary care. In MDG, working in secondary care increased and working as auxiliary staff decreased the odds of at least one chronic disease. The prevalence of self-reported chronic disease varied across the four sub-Saharan countries with potentially very low treatment rates. We identified several individual (age, sex, and BMI) and occupational (profession, level of healthcare) factors that influence the odds of NCDs. These factors should be taken into account when developing interventions addressing the burden and management of NCDs among HCWs.
Non-linear trend detection in Earth observation time series has become a standard method to characterize changes in terrestrial ecosystems. However, results are largely dependent on the quality and consistency of the input data, and only few studies have addressed the impact of data artifacts on the interpretation of detected abrupt changes. Here we study non-linear dynamics and turning points (TPs) of temperate grasslands in East Eurasia using two independent state-of-the-art satellite NDVI datasets (CGLS v3 and MODIS C6) and explore the impact of water availability on observed vegetation changes during 2001-2019. By applying the Break For Additive Season and Trend (BFAST01) method, we conducted a classification typology based on vegetation dynamics which was spatially consistent between the datasets for 41 % (459,669 km2) of the study area. When considering also the timing of the TPs, 27 % of the pixels showed consistent results between datasets, suggesting that careful interpretation is needed for >2/3 of the areas of detected vegetation dynamics when applying BFAST to a single dataset. Notably, for these areas showing identical typology we found that interrupted decreases in vegetation productivity were dominant in the transition zone between desert and steppes. Here, a strong link with changes in water availability was found for >80 % of the area, indicating that increasing drought stress has regulated vegetation productivity in recent years. This study shows the necessity of a cautious interpretation of the results when conducting advanced characterization of vegetation response to climate variability, but at the same time also the opportunities of going beyond the use of single datasets in advanced time-series approaches to better understand dryland vegetation dynamics for improved anthropogenic interventions to combat vegetation productivity decrease.
Non-medical professionals in the United Kingdom (UK) have been granted prescribing rights to improve patient care quality and cost-effectiveness. There is limited evidence on how therapeutic radiographer prescribers have impacted medicine management or patient services. An online survey was conducted amongst non-medical prescribing therapeutic radiographers in the UK between 2019 and 2022. The study teams initially analysed the individual data sets, subsequently combined, and secondary analysis was performed to provide a UK perspective, to understand the services provided and identify areas for improvement. Data was analysed using descriptive statistics from Microsoft Excel® and SPSS®. 74 non-medical prescribing therapeutic radiographers who were predominantly over 40 years old and in full-time work participated. The main job categories were consultant radiographers (n = 23, 31.1%) and advanced practice practitioners (n = 18, 24.3%). Many use their prescribing qualifications (87.5%, n = 62), issuing a mean of 15 independent and seven items by supplementary and prescribing per week. Most received assessment and diagnostic skills training before prescribing courses (91.6%, n = 67). Respondents prescribed from a median of six areas, with the highest being in GI (82%), skin (68%), infections (58%), urinary tract disorders (55%) and ear, nose, and oropharynx conditions (54%). This study presents the first report on therapeutic radiographers prescribing in the UK, offering insights into current practices and highlighting the success of non-medical prescribing. Therapeutic radiographers' roles continue to expand into advanced practice and medicine-prescribing responsibilities, contributing to holistic and patient-centred care. The results are relevant for nations grappling with oncology workforce shortages and contemplating similar roles for therapeutic radiographers. The study can be a valuable resource for policymakers and healthcare organisations worldwide.