Yoxas/statistical_literacy huggingface dataset:
In this review, we discuss the role of sensor analytics point solutions (SNAPS), a reduced complexity machine-assisted decision support tool. We summarize the approaches used for mobile phone-based chemical/biological sensors, including general hardware and software requirements for signal transduction and acquisition. We introduce SNAPS, part of a platform approach to converge sensor data and analytics. The platform is designed to consist of a portfolio of modular tools which may lend itself to dynamic composability by enabling context-specific selection of relevant units, resulting in case-based working modules. SNAPS is an element of this platform where data analytics, statistical characterization and algorithms may be delivered to the data either via embedded systems in devices, or sourced, in near real-time, from mist, fog or cloud computing resources. Convergence of the physical systems with the cyber components paves the path for SNAPS to progress to higher levels of artificial reasoning tools (ART) and emerge as data-informed decision support, as a service for general societal needs. Proof of concept examples of SNAPS are demonstrated both for quantitative data and qualitative data, each operated using a mobile device (smartphone or tablet) for data acquisition and analytics. We discuss the challenges and opportunities for SNAPS, centered around the value to users/stakeholders and the key performance indicators users may find helpful, for these types of machine-assisted tools.
In this study the spelling errors of the 'Dyslexic Sight Words - DSW' list are analyzed according to the semiological classification. The spelling errors were made by schoolchildren with and without dyslexia. The high number of inaccuracies observed in the writing of the Group with dyslexia (GD) was often related to the complexity of syllabic structures and orthographic irregularity. The syllabic structures, in addition to the consonant-vowel (CV) pattern, often pose challenges for all students as they move through the alphabetic writing phase, early in literacy. This classification provides an understanding of the characteristics of Natural Spelling and Arbitrary Spelling, providing support for the teaching-learning of words by dyslexic students and is also relevant for the design of Portuguese language teacher training policies. In the teaching of the orthographic norm, the success and error when writing words should be followed by a reflection (metaorthographic skill) and monitoring of learning, both on the part of the teacher and on the part of the learner, reinforcing the knowledge of spelling patterns that will be triggered as the student is exposed to the explicit formal teaching of spelling.
In this study, aimed to determine the status of hope and treatment adherence in psychiatric patients and the relationship between the two. The sample of the study consisted of participants (n = 103) in a university hospital psychiatric clinic. Research data were collected using personal information form, Morisky treatment adherence scale and Herth Hope Index (HHI). Statistical analysis of the data was carried out with SPSS 22.0 program using descriptive tests, student t-test, one-way variance analysis, chi-square test and Spearman correlation analysis. The average score of the patients' hope scale is 34.23 ± 9.59 and is above the intermediate level. 43.7 % of patients have low adherence with treatment. It was found that as patients' hope scores increased (r = -0.417) non-adherence with treatment decreased; as annual hospitalization increased non-adherence increased (r = 0.274); as the duration of disease increased score of hope (r = -0.271), non-adherence with therapy (r = 0.353) and annual hospitalization increased (r = 0.211) (p < .05). Among the patients who took part in the study, 36.9 % were diagnosed with bipolar disorder, 33.0 % with schizophrenia and other psychotic disorders, 20.4 % with depression. Patients with bipolar disorder had higher treatment non-adherence scores. It was determined that 29.1 % of the patients stopped taking medication thinking they had recovered and 28.2 % did not adhere to the treatment due to drug side effects. The findings underscore the crucial role of hope in influencing treatment adherence among psychiatric patients. Clinicians should consider strategies to bolster hope as a potential avenue for improving adherence rates.
In this study, Event-Related Potential (ERP) analyzes were performed to detect cognitive impairments in PD with Deep Brain Stimulation (DBS). A total of 85 volunteers underwent ERP analysis and neuropsychological testing (NPT) to determine cognitive level. In ERP analyses, prolonged latencies were observed in PD groups. However, patients implanted with DBS showed a decrease in latencies, a decrease in symptoms and statistical improvements in both cognitive and attention skills. Considering all these data, ERP results are promising as a noninvasive method that can be used in both disease status and diagnosis of PD.
In this study, it is demonstrated that the radiative rate constant of phosphorescent metal complexes can be substantially enhanced using monodentate ancillary ligands containing heavy donor atoms. Thus, the chlorido coligand from a Pt(II) complex bearing a monoanionic tridentate C^N*N luminophore ([PtLCl]) was replaced by triphenylphosphane (PPh3) and its heavier pnictogen congeners (i.e., PnPh3 to yield [PtL(PnPh3)]). Due to the high tridentate-ligand-centered character of the excited states, the P-related radiative rate is rather low while showing a significant boost upon replacement of the P donor by heavier As- and Sb-based units. The syntheses of the three complexes containing PPh3, AsPh3, and SbPh3 were completed by unambiguous characterization of the clean products using exact mass spectrometry, X-ray diffractometry, bidimensional NMR, and 121Sb-Mössbauer spectroscopy (for [PtL(SbPh3)]) as well as steady state and time-resolved photoluminescence spectroscopies. Hence, it was shown that the hybridization defects of the Vth main-group atoms can be overcome by complexation with the Pt center. Notably, the enhancement of the radiative rate constants mediated by heavier coligands was achieved without significantly influencing the character of the excited states. A rationalization of the results was achieved by TD-DFT. Even though the Bi-based homologue was not accessible due to phenylation side reactions, the experimental data allowed a reasonable extrapolation of the structural features whereas the hybridization defects and the excited state properties related to the Bi-species and its phosphorescence rate can be predicted by theory. The three complexes showed an interesting antiprotozoal activity, which was unexpectedly notorious for the P-containing complex. This work could pave the road toward new efficient materials for optoelectronics and novel antiparasitic drugs.
In this study, it was aimed to retrospectively compare the effect of greater occipital nerve (GON) block performed with ultrasonography using low (0.3%) and high (0.5%) concentrations of bupivacaine on pain scores and patient satisfaction in chronic migraine (CM). The mean number of days with pain, the mean duration of pain in the attacks, and the highest numerical rating scale (NRS) scores recorded in the 1 month preblock and 1 and 3 months postblock of 80 patients (40 for Group 1, 0.3% bupivacaine; 40 for Group 2, 0.5% bupivacaine) who underwent ultrasonography-guided GON block were recorded from the patient file data. According to the protocol applied by our clinic, GON block was applied to each patient 6 times with the same procedures, in total. While there was a statistically significant difference between the groups in terms of the number of days with pain and the maximum NRS score in the 1-month preblock evaluation (p = 0.01, p < 0.001), at 3 months postblock, no statistical difference was observed in terms of the number of days with pain, duration of pain, or NRS score (p = 0.961, p = 0.108, and p = 0.567). In the intragroup evaluations, at 3 months postblock, the number of days with pain decreased from 17.5 days to 7 days in Group 1 and from 24.0 days to 8.0 days in Group 2. The duration of pain and maximum NRS values were statistically significantly decreased in the intragroup evaluation in both groups pre and postblock. Complications arising from the procedure and the local anesthetic used are essential points to consider in applying GON block. In CM treatment using GON block application, a similar effect to the standard local anesthetic application (0.5%) can be achieved by administering local anesthetic at a lower dose (0.3%).
In this study, the author investigated the epistemological beliefs of 864 bilingual Filipino preservice teachers using Filipino and English versions of the Schommer Epistemological Questionnaire (M. Schommer, 1998). The author conducted confirmatory factor analyses to determine the dimensions and structure of the epistemological beliefs. The results revealed two factors: Simple Learning and Structured Learning. The same factors were found using the Filipino and English versions of the questionnaire. The author discusses the results in terms of how they contribute to the growing evidence regarding the possible problems with particular multidimensional theories and quantitative measures of epistemological beliefs. The results also indicate how the specific epistemological beliefs of the Filipino preservice teachers may reflect features of the Philippine educational system and its tensions regarding pedagogy.
In this study, we aim to describe the demographic, clinical and imaging characteristics, treatment course and subsequent outcomes of the first 116 cases presenting to a tertiary Dublin hospital with COVID-19 infection and to compare whether ethnic minority background was a risk factor for poorer disease outcomes in this cohort. Of 116 cases analysed, 100 (86%) patients presented from the community, 6 (5%) from care homes and 10 (9%) were existing inpatients. Fifty-four (46%) patients identified as being from an ethnic minority group. One hundred fourteen (98%) patients reported two or more symptoms at time of diagnosis with 81 (70%) patients having confirmed radiological findings of COVID-19 infection. Median duration of symptoms prior to hospital presentation was 6 days (IQR 3-10 days). The median age at presentation was 52 years (IQR 43-65). Co-morbidities recorded included hypertension, hyperlipidaemia, type 2 diabetes mellitus, underlying respiratory disease, previous or current malignancy and current smoker. Twenty-six patients (22%) required ICU admission, 20 (76.9%) of these were from all other ethnic groups combined and 6 (10%) from White Irish group. Adjusting for variables of age, ethnicity and gender, all other ethnic groups combined were five times more likely to require ICU admission than White Irish group (Table 5). Patients from all other ethnic groups combined admitted to ICU were significantly younger than patients from White Irish group (OR 50.85 vs 62.83, P = 0.012). Our hospital's catchment area serves a wide-ranging and diverse population with many ethnic minority groups represented. Our data demonstrated that there was a significant overrepresentation of a younger cohort of patients from ethnic minority groups admitted to ICU with COVID-19 infection with less co-morbidities than that of the White Irish group.
In this study, we aimed to analyze the possible change in Time In Range (TIR) in subjects with type 1 diabetes (T1D) using the Ambulatory Glucose Profile (AGP) and to identify the main socio-demographic and clinical predictors of sustained use. 143 youths wearing instant-scanning CGM received structured counseling on the AGP report interpretation, and who were able to use AGP at least every 14 days were enrolled in group A (n = 100), whereas no users were considered as group B (n = 43). Socio-demographic data at the enrollment, clinical data, and glucose metrics were collected at baseline and during quarterly consultations. Metabolic outcomes were evaluated during follow-up, and a comparison between groups A and B was performed. In group A compared to group B, at 12 months, the percentage of sensor usage and TIR were higher (p = 0.04 and p = 0.02), and Time Above Range and HbA1c were lower (p = 0.0004, p < 0.0001, respectively). Multiple logistic regression analysis did not show a significant relationship between sustained AGP software usage and the variables analyzed. Systematic use of the AGP software was feasible and showed improved metabolic control in youths with T1D. This may be related to increased sensor usage and more informed decisions.
In this study, we aimed to characterize practice patterns of neurologists and obstetricians in breastfeeding (BF) counseling in women with epilepsy (WWE) and explore factors that may influence physician counseling behaviors. We conducted a cross-sectional study of neurologists and obstetricians via an anonymous survey from September 2021 until November 2021. A survey was developed to explore the following areas in WWE: current physicians' BF counseling patterns, physician-specific factors affecting BF counseling, and patient-specific factors and their impact on BF counseling. Descriptive statistics were generated for each survey question. Responses from neurologists and obstetricians were compared. Odds ratios (OR) and confidence intervals (CI) were calculated to assess factors that influence BF counseling in WWE. A total of 185 physicians participated in the study and consisted of 91 (49.2 %) neurologists, 83 (44.8 %) obstetricians, and 11 (6 %) participants from other specialties. Ninety-four percent (94 %) of neurologists and 92 % of obstetricians indicated that they provide BF safety counseling to WWE primarily during preconception and occasionally during pregnancy. Fifty-six percent of obstetricians reported being very comfortable with BF counseling in WWE, compared to 68 % of neurologists. Both groups rated research and clinical practice guidelines as two factors that have major impact on BF counseling; however, less than half (45 %) of neurologists are very familiar with the current literature and only a quarter (24 %) of obstetricians are very familiar with current literature regarding safety of BF in WWE. Regarding barriers to BF counseling, relative to neurologists, obstetricians believe that delivery of conflicting opinions among medical specialists about BF safety is a barrier that may impede effective BF counseling in WWE [OR = 2.78 (95 % CI: 1.30,5.95), adjusted p value (P = 0.008)]. Variable knowledge of current literature in BF in WWE and low comfort levels in BF counseling among various specialists, as well as perceived inadequate data and clinical practice guidelines, may contribute to suboptimal BF counseling and impact health outcomes in WWE and their children.
In this study, we aimed to develop a comprehensive health literacy (HL) scale for Japanese workers (CHLS-J) and to investigate the relationship between HL and health-related behaviors. We conducted a cross-sectional study by a questionnaire survey of Japanese workers aged 18 years and older (N=313). The HL scale we previously developed was slightly modified on the basis of the pre-examination and used for developing CHLS-J. Self-reported data on demographic variables, socioeconomic status, health-related behaviors, present illness, past illness, and HL were collected. To determine the factor structure of the HL scale, an exploratory factor analysis was conducted, and the internal consistency of the scale was assessed using Cronbach's coefficient alpha. The criterion-related validity was evaluated using the Pearson product-moment correlation coefficient. From the results of factor analysis, 30 HL items were extracted and the structure was based on three factors (the knowledge and competencies for collecting health information, decision-making and communication, and the motivation for utilizing health information). High CHLS-J scores were significantly associated with food purchasing behaviors based on food labeling and maintaining a well-balanced diet. Furthermore, patients with present or past illness were more likely to have high CHLS-J scores. The results show that CHLS-J is mostly a validated and reliable scale, and that the high-HL group had a healthy eating lifestyle. This study suggests that CHLS-J can be used to measure HL and educate Japanese workers on the necessity of health behavioral changes.
In this study, we aimed to identify the reasons for and perceived challenges associated with the use of digital health technologies (DHT) in cardiology. We distributed an online survey to Turkish Society of Cardiology member cardiologists (n = 2789) between January 10 and March 3, 2022. A total of 308 subjects responded (27.6% females, 62.0% aged 30-44 years). Of these, 42.5% worked at university hospitals, and 44.8% at state hospitals. Smart devices were used by 44.2% (136/308) for personal health monitoring. Additionally, 40.3% (117/290) used social media to provide medical information to patients, while 64.6% (193/299) did so for communication with other physicians. The self-reported recommendation frequencies of wearables, cardiac implantable electronic device telemonitorization, mobile health applications, and teleconsultation/televisit technologies were lower than the proportion of respondents who found DHT beneficial for both patients and physicians. The most frequently mentioned barriers for physicians were increased work burden and responsibilities (78.8%, 193/245), lack of financial compensation (66.9%, 164/245), and lack of relevant training (66.5%, 163/245). For patients, low technological adaptability (81.6%, 200/245), low health literacy (80.4%, 197/245), and low affordability (79.6%, 195/245) were the most frequently mentioned barriers. Additionally, the cost of technologies (69.4%, 170/245), concerns regarding data privacy and security (57.6%, 141/245), and data storage challenges (48.2%, 118/245) were the most significant technical impediments. The findings suggest that although the majority of physicians believe DHT to be beneficial for both themselves and their patients, the frequency of recommendations to patients remains low. A large-scale joint effort is required to address these issues and facilitate the integration of DHT into clinical practice.
In this study, we aimed to understand adolescents' perspectives on oral health care and promotion. Our research was conducted in the context of Norway's oral health care system, where societal factors like income and education influence health disparities. Despite free public dental care for all residents younger than 19 years, challenges persist in promoting oral health among adolescents, a group whose oral health behavior and literacy remain largely unexplored. A thematic analysis of an anonymized dataset from 80 adolescents aged 12-20 years was conducted. Five central themes were recognized: (1) Feeling fresh vs. feeling indifferent: A broad spectrum of attitudes; (2) Bridging gaps, building habits: Collaborative efforts in oral care; (3) "Create good experiences at the dentist so people come back again"; (4) Requested qualities in oral health promoting solutions; (5) Reminder tools for everyday use. Taken together, these themes highlight adolescents' oral health practices and resources, recommendations for dental clinics, and visions for future oral health promotion. Based on the results, the discussion highlights a need for tailored oral health promotion and ideas to reach adolescents in meaningful and effective ways. Reflections on the theme of social inequalities are provided.
In this study, we created a city-wide database of pharynlaryngeal diseases and voice disorders among basic education teachers to analyze the incidence, distribution, and risk factors of pharynlaryngeal diseases and voice disorders. A total of 47,823 teachers in primary and secondary schools and kindergartens of Tianjin were enrolled in this study and underwent questionnaires and throat examinations. In addition, the data were subjected to descriptive statistics, chi-square analysis, and univariate and multivariate logistic regression analyses. Pharynlaryngeal diseases and voice disorders had an overall prevalence of 69.42% among basic education teachers in Tianjin, wherein the prevalence of chronic pharyngitis, chronic hyperplastic laryngitis, and chronic simple laryngitis were the highest at 39.45%, 19.80%, and 15.59%, respectively. The results of multivariate logistic regression analysis suggest that pharynlaryngeal diseases and voice disorders were statistically correlated with gender (P < 0.001), years of teaching (P < 0.001), school district (P < 0.001), class size (P < 0.001), subjective assessment of teachers on vocal loudness (P < 0.001), neck and shoulder discomfort (P < 0.001), smoking (P < 0.001), psychological stress (P = 0.002), and frequent habitual throat clearing (P < 0.001). Furthermore, the risk factors for pharynlaryngeal diseases and voice disorders were age (P = 0.002), school district (P < 0.001), class size (P = 0.008), neck and shoulder discomfort (P = 0.038), smoking (P < 0.001), water intake habits during class (P = 0.023), and frequent habitual throat clearing (P = 0.001) for male teachers, and for female teachers, it was age (P < 0.001), school district (P < 0.001), daily teaching hours (P = 0.005), class size (P < 0.001), subjective assessment of teachers on vocal loudness (P < 0.001), neck and shoulder discomfort (P < 0.001), smoking (P = 0.033), psychological stress (P = 0.003), and frequent habitual throat clearing (P < 0.001). Due to the high prevalence of pharynlaryngeal diseases and voice disorders among basic education teachers, throat and voice health education-related activities should be conducted for teachers to intervene in the occurrence of pharynlaryngeal diseases and voice disorders at an early stage.
In this study, we evaluated readability and understandability of nine French-language Patient-Reported Outcome Measures (PROMs) that are currently used in a contemporary longitudinal cohort of breast cancer survivors as part of an effort to improve equity in cancer care and research. Readability of PROMs was assessed using the Flesh Reading Ease Score (FRES), the Gunning's Fog Index (FOG), and the FRY graphics. Readability was considered ideal if mean score ≤ 6th-grade level and acceptable if between 6th and 8th grade. Understandability was evaluated using the Patient Education Materials Assessment Tool and defined as ideal if PEMAT ≥ 80%. The Evaluative Linguistic Framework for Questionnaires (ELF-Q) provided additional qualitative elements to assess understandability. Plain-language best practice was met if both readability and understandability were ideal. None of the 9 PROMs evaluated had ideal readability scores and only 1 had an acceptable score. Understandability ranged from 55% to 91%, and only 3 PROMs had ideal scores. ELF-Q identified points for improvement in several understandability dimensions of the PROMs. None of the instruments met the definition of plain-language best practice. None of the studied PROMs met the standards of readability and understandability. Future development and translation of PROMs should follow comprehensive linguistic and cultural frameworks to ensure plain-language standards and enhance equitable patient-centered care and research.