Characteristics Of Subjects Research Articles

Effect of giving rosella flower extract (hibiscus sabdariffa) after physical exercise on uric acid levels in healthy men

The aim of this study was to test whether rosella flower extract can reduce uric acid levels after physical activity. Pre- and post-control groups were used in this experimental investigation. Purposive sampling was used to select the individuals, and once they were chosen, they were split into two groups: the treatment group (P) received 500 mg of rosella flower extract, and the control group (K) received a placebo. A total of 20 healthy men aged 19-25 years participated in this study. Data collection was carried out for 1 day starting with collecting data on subject characteristics. After that, the subjects were asked to warm up. Physical activity was carried out afterwards. The activity included running 2400 meters with moderate intensity. Then the baseline data was taken by checking uric acid levels. Then the samples were given a placebo and rosella flower extract to drink directly. 60 minutes later the post-test uric acid level data was taken. The results of this study showed that there was a decrease in uric acid levels in both the control and treatment groups. However, a significant decrease occurred in the group with 500 mg of rosella flower extract intervention. Given its high antioxidant content, we recommend consuming roselle flower extract as an additional supplement after exercise.

ВЛИЯНИЕ ЭКОНОМИЧЕСКИХ ФАКТОРОВ (ДЕТЕРМИНАНТ) НА СУБЪЕКТИВНЫЕ ОЦЕНКИ УРОВНЯ ФИЗИЧЕСКОЙ АКТИВНОСТИ НАСЕЛЕНИЯ ТРУДОСПОСОБНОГО ВОЗРАСТА

Despite the importance of physical activity indicators and their decisive influence on public health indicators, no studies have been conducted on the impact of health determinants, including economic ones, on physical activity indicators. The purpose of the study is to analyze the fact and degree of influence of economic factors as a component of lifestyle on physical activity indicators. Materials and methods of research. The individual economic characteristics of patients were considered as the object of the study. Since the normality of the distribution for quantitative features, as a rule, was not observed, a nonparametric criterion was used to assess the differences 2 and the nonparametric analogue of the correlation coefficient is the association coefficient. Approaches to the identification and measurement of the economic determinant of public health were described in detail earlier [24, 25]. The size of the real random sample was 1400 respondents. The average age of respondents of working age in the general sample was 39.7 years. As criteria of physical activity, subjective characteristics of physical activity given by the respondents themselves, the fact of performing physical exercises, and attitude to active recreation were used. Results. The use of complex (composite) features characterizing a person's financial situation and economic well-being makes it possible to identify differences in behavioral patterns regarding subjective perceptions of the level of physical activity among the working-age population. The influence of economic factors (determinants) is manifested in a decrease in the level of physical activity and a greater proportion of those who have low and very low levels of physical activity according to their own ideas, a more frequent negative attitude towards physical exercise among respondents with a low level of material security. However, the subjective attitude towards active recreation was positive for the majority of respondents, regardless of their level of material well-being.

Zoographics in the Journal of the Experimental Analysis of Behavior: Increasing inclusion of female animals.

We examined the zoographics, or the characteristics of nonhuman animal subjects, reported for the entirety of the Journal of the Experimental Analysis of Behavior (JEAB) through the most recent complete year (1958-2023). Animal sex in particular was evaluated to determine whether the lack of inclusion of female subjects in other disciplines extends to JEAB. Through systematic coding of all nonhuman empirical articles, we found consistent underreporting of most zoographics and a disproportionate use of male subjects relative to female subjects. Additionally, animal sex was commonly unreported and the inclusion of both male and female subjects was sparse. Recent years show some improvement, but greater inclusion is required. Lack of female subjects in research as well as underreporting of zoographics can generate unrepresentative results and hamper replication, generalization, and translation. We provide resources to guide future research and reporting suggestions such as equal inclusion and disaggregation of data by sex. We also clarify misunderstandings about the use of both sexes in research such as beliefs that it necessarily increases the cost of research.

Explaining wine scores through stochastic frontier analysis. An intent to measure sensory non-observable attributes

ABSTRACT Experts give scores to wines, which are quality proxies for marketers and buyers. The production of scores proxying wine quality is explained by a set of observable objective attributes, plus another set of unobservable and subjective (sensory) features, and randomness. Is it possible to use a Stochastic Frontier Approach (SFA) to understand whether objective and subjective (sensory) characteristics of wines explain the differences in ‘producing’ wine scores? We estimate a wine quality stochastic frontier production function, using a database of 1800 top-scored wines, in 18 years-window encompassing objective determinants that largely explain the scores (price, production, year, grape, country, etcetera), being aware that sensory aspects related to wine grading are unobservable. We find that the observable variables explain part of the ‘efficiency’ in attaining scores and suggest that ‘inefficiency’ in score generation can be attributed to unobservable (sensory) variables.

Study on the balance and gait characteristics of subjects with generalized joint hypermobility residing in high-altitude using wearable devices: a cross-sectional study

PurposeTo investigate the characteristics of balance and gait functions in Generalized Joint Hypermobility (GJH) subjects residing in high-altitude areas.MethodsThis study included 61 university students (28 with GJH and 33 healthy controls) all from the high-altitude region of Linzhi, Tibet Autonomous Region. The Riablo™ wearable intelligent rehabilitation assessment and training system was used to assess static balance (with eyes open and closed) and gait function (during flat walking) in both groups.ResultsCompared to healthy subjects, GJH subjects exhibited significantly impaired balance, indicated by an increased distance of the center of pressure position from the ideal center of gravity(EO: P = 0.007, EC: P = 0.031) and greater amplitude of center of pressure displacements (EO: P = 0.043, EC: P = 0.032). Gait velocity(P = 0.007), stride length(P = 0.012), and swing stance phase of the gait cycle(P = 0.046) were significantly reduced in GJH subjects compared to healthy subjects. A significant increase in the flat-foot phase of the gait cycle(P = 0.022) was observed in GJH subjects compared to healthy subjects.ConclusionThe current study demonstrated that GJH subjects residing in high-altitude areas exhibit impairments in balance and gait, providing a basis for training and prevention strategies tailored for this population. And this study used the wearable intelligent rehabilitation evaluation and training system in high-altitude areas, providing methodological references for scientific research on balance and gait function under non laboratory conditions.Trial registrationControlled Trials No.102772023RT133, Registered 13 October 2023.

Features Associated With the Presence of Specific Bacterial Strains in Pediatric Tracheostomy.

Tracheostomy bypasses physical barriers that decrease microbial access to the lower airway, which can lead to changes to the lung microbiota. Patients often become chronically colonized with potential pathogens. This study described the incidence and prevalence of specific organisms in a 5-y cohort of children with tracheostomy. This retrospective cohort of children aged 0-18 y with tracheostomy identified associations between microbial species and subject characteristics including reason for tracheostomy, gastrostomy tube (G-tube), fundoplication, and ventilator use using chi-square test or Fisher exact test. Of 113 eligible patients, 79 (57% male) met study inclusion criteria. Reasons for tracheostomy included airway obstruction secondary to craniofacial anomalies in 16 children (20%), upper-airway obstruction in 14 subjects (17.3%), neuromuscular disorder in 19 subjects (24%), bronchopulmonary dysplasia with or without pulmonary hypertension in 17 subjects (21%), and congenital heart disease in 13 subjects (16%). Most (69%) used a ventilator for at least 6 h/d; 63% had a G-tube; 41% also had a Nissen fundoplication. Of the 20% with upper-airway obstruction, one third were ventilator dependent, unlike other diagnoses where 57% used a ventilator. Staphylococcus aureus (52/113), Pseudomonas aeruginosa (43/113), and Stenotrophomonas species (39/113) were the most frequently identified bacterial species. Most microbes identified were not associated with subjects underlying diagnoses, ventilator use, or feeding type. However, there was a significant association between upper-airway obstruction and group B Streptococcus species and G-tube with P. aeruginosa. This retrospective single-site descriptive cohort analysis of pediatric subjects with long-term tracheostomy identified trends in microbial prevalence. The presence of specific bacterial strains was more likely to follow individual subject trajectories than sequential appearance of species. P. aeruginosa was associated with G-tube and Streptococcus species with upper-airway obstruction. Ventilator dependence was not associated with specific microbial profiles.

Community Preferences for Agrarian Reform in Kampung Reforma Agraria: A Case Study of Mekarsari Village, Banten

Abstract: An agrarian reform program encompassing asset and access arrangement was implemented to address the inequality in land ownership. Furthermore, asset management and access management models are integrated in the same location to increase the effectiveness of the agrarian reform program. As a pilot project, the first Kampung Reforma Agraria (KRA) was implemented in Mekarsari Village, Panimbang District, Pandeglang Regency, by distributing land to 225 subjects. However, after five years of implementing agrarian reform, some subjects still have not occupied KRA locations. This condition indicates that some subjects are reluctant to live in the designated location. Therefore, this research aims to analyze the profile and characteristics of TORA subjects’ residences who have yet to occupy the land granted in the KRA and the influence of these two factors on their spatial preferences regarding agrarian reform policies. By interviewing 23 TORA subjects who had yet to occupy the Tanah Objek Reforma Agraria (TORA) location and transfer their land rights, the results show that 52.5% wanted to move to KRA. In contrast, 47.5% did not want to occupy their land in KRA. Based on the analysis of the physical characteristics of the TORA subjects’ residences, the relationship between the physical distance from the subject’s current residence to KRA and the subject’s preference to move to KRA was not very significant. The factors most influencing the subject’s preferences are the residence’s non-physical characteristics, the land’s current legal status, and the socio-economic profile. Based on these findings, policymakers responsible for setting the criteria for land recipients should enhance the supervision system for subject selection from the outset. Furthermore, when designing access provision programs, it is essential to account for the diverse preferences and needs of each subject group. Keywords: Agrarian Reform; Access Arrangement; Asset Arrangement; Kampung Reforma Agraria; Spatial Preferences.

Predictive value of triglyceride glucose index in acute kidney injury in patients with severe traumatic brain injury

Background At present, the relationship between the Triglyceride-glucose index (TyG index) and Acute kidney injury (AKI) in traumatic brain injury patients in the Intensive Care Unit (ICU) is still unclear. Currently, the relationship between TyG index and AKI occurred within 7 days in the ICU is a highly researched and trending topic. Objective In this study, we conducted in-depth exploration of the relationship between the development of AKI in traumatic brain injury (TBI) patients in the ICU and changes in TyG index, as well as its relevance. Methods A cross-sectional study was conducted with a total of 492 individuals enrolled in the Medical Information Mart for Intensive Care IV(MIMIC-IV) database. Multivariate model logistic regression, smoothed curve fitting and forest plots were utilized to confirm the study objectives. The predictive power of the TyG index for outcome indicators was assessed using subject work characteristics (ROC) curves. As well as comparing the Integrated Discriminant Improvement Index and the Net Reclassification Index of the traditional forecasting model with the addition of the TyG index. Results Of all eligible subjects, 55.9% were male and the incidence of AKI was 59.3%. There was a statistically significant difference in the incidence of AKI within 7 days in the ICU between the different TyG index groups. The difference between TyG index and the risk of AKI within 7 days in the ICU remained significant after adjustment for logistic multifactorial modeling (OR = 2.07, 95% CI = 1.41–3.05, P < 0.001). A similar pattern of associations was observed in subgroup analyses (P values for all interactions were greater than 0.05). The addition of TyG index to the traditional risk factor model improved the predictive power of the risk of AKI within 7 days in ICU (P < 0.05). Conclusion The findings of this study demonstrate a strong association between the TyG index and the occurrence of AKI within 7 days in ICU patients. The TyG index can potentially be used as a risk stratification tool for early identification and prevention of AKI. Implementing preventive strategies targeting patients with a high TyG index may help reduce the burden of AKI in the ICU. Further prospective studies are warranted to validate these findings and explore the clinical utility of the TyG index in AKI prevention.

Do morphometric data improve phylogenetic reconstruction? A systematic review and assessment

BackgroundIsolating phylogenetic signal from morphological data is crucial for accurately merging fossils into the tree of life and for calibrating molecular dating. However, subjective character definition is a major limitation which can introduce biases that mislead phylogenetic inferences and divergence time estimation. The use of quantitative data, e.g., geometric morphometric (GMM; shape) data can allow for more objective integration of morphological data into phylogenetic inference. This systematic review describes the current state of the field in using continuous morphometric data (e.g., GMM data) for phylogenetic reconstruction and assesses the efficacy of these data compared to discrete characters using the PRISMA-EcoEvo v1.0. reporting guideline, and offers some pathways for approaching this task with GMM data. A comprehensive search string yielded 11,123 phylogenetic studies published in English up to Oct 2023 in the Web of Science database. Title and abstract screening removed 10,975 articles, and full-text screening was performed for 132 articles. Of these, a total of twelve articles met final inclusion criteria and were used for downstream analyses.ResultsPhylogenetic performance was compared between approaches that employed continuous morphometric and discrete morphological data. Overall, the reconstructed phylogenies did not show increased resolution or accuracy (i.e., benchmarked against molecular phylogenies) as continuous data alone or combined with discrete morphological datasets.ConclusionsAn exhaustive search of the literature for existing empirical continuous data resulted in a total of twelve articles for final inclusion following title/abstract, and full-text screening. Our study was performed under a rigorous framework for systematic reviews, which showed that the lack of available comparisons between discrete and continuous data hinders our understanding of the performance of continuous data. Our study demonstrates the problem surrounding the efficacy of continuous data as remaining relatively intractable despite an exhaustive search, due in part to the difficulty in obtaining relevant comparisons from the literature. Thus, we implore researchers to address this issue with studies that collect discrete and continuous data sets with directly comparable properties (i.e., describing shape, or size).

Comparison of different iterative reconstruction algorithms with contrast-enhancement boost technique on the image quality of CT pulmonary angiography for obese patients

ObjectiveTo evaluate the effect of the contrast-enhancement-boost (CE-boost) postprocessing technique on improving the image quality of obese patients in computed tomography pulmonary angiography (CTPA) compared to hybrid iterative reconstruction (HIR) and model-based iterative reconstruction (MBIR) algorithms.MethodsThis prospective study was conducted on 100 patients who underwent CTPA for suspected pulmonary embolism. Non-obese patients with a body mass index (BMI) under 25 were designated as group 1, while obese patients (group 2) had a BMI exceeding 25. The CE-boost images were generated by subtracting non-contrast HIR images from contrast-enhanced HIR images to improve the visibility of pulmonary arteries further. The CT value, image noise, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were quantitatively assessed. Two chest radiologists independently reviewed the CT images (5, best; 1, worst) across three subjective characteristics including diagnostic confidence, subjective image noise, and vascular contrast. The Friedman test and Dunn-Bonferroni correction were used for statistical analysis.ResultsThe CE-boost had significantly higher CT values than HIR and MBIR in both groups (all p < 0.001). The MBIR yielded the lowest image noise compared with HIR and CE-boost (all p < 0.001). The SNR and CNR of main pulmonary artery (MPA) were significantly higher in CE-boost than in MBIR (all p < 0.05), with HIR showing the lowest values (all p < 0.001). Group 2 MBIR received significantly better subjective image noise scores, while the diagnostic confidence and vascular contrast scored highest with the group 2 CE-boost (all p < 0.05).ConclusionCompared to the HIR algorithm, both the CE-boost technique and the MBIR algorithm can improve the image quality of CTPA in obese patients. CE-boost had the greatest potential in increasing the visualization of pulmonary artery and its branches.

Survival and clinical characteristics of patients with disorders of consciousness in a developing country between 2002 and 2018

ABSTRACT Objective Describe the survival, sociodemographic and clinical characteristics of subjects with disorders of consciousness in a reference rehabilitation center, in a developing country. Methods Patients with disorders of consciousness (DoC) caused by acquired neurological injuries, admitted between the years 2002–2018 in a neurorehabilitation center. Extracted data covered demographics, clinical details, survival time, and discharge information. Cox proportional hazard model and Kaplan-Meier analysis were used to reveal, associations with survival. Result Out of 5064 neurological cases, 159 patients were diagnosed with DoC. The demographic data showed a male dominance (65%), with an average injury age of 42 years. The most common causes were traumatic (41%), anoxic (36%), and vascular (10%), with traffic accidents accounting for 71% of traumatic injuries. The study found that 75% of patients remained in a vegetative state (VS), and 25% in a minimally conscious state (MCS), with an average survival of 2110 days. Conclusion There were no significant differences in survival days between patients in MCS and VS. Patients with traumatic injuries showed a higher survival rate than those with non-traumatic injuries. Age and etiology were identified as factors associated with a higher risk of death.

Objective and Subjective Sleep Characteristics of Japanese University Students: Analysis Using Questionnaires and Wearable Trackers

AbstractThe transition from high school to university is characterized by changes in students' social and learning environments, potentially impacting sleep and learning behaviors. To examine the sleep characteristics of university students, this study aimed to (a) measure sleep in a living environment using a wearable tracker; (b) use a self‐administered questionnaire to examine the relationship between objective and subjective sleep; and (c) examine how psychological aspects are related to objective and subjective sleep. Fifty undergraduate and graduate students participated, with 310 sleep records obtained. The objective means total sleep time showed a moderately positive correlation with sleep quantity in the 3‐Dimensional Sleep Scale. Furthermore, we found that mental health, trait anxiety, and quality of life do not correlate with objective total sleep time but are significantly moderately correlated with subjective sleep quantity. The combination of wearable trackers and subjective reports may provide a more precise understanding of university students' actual sleep patterns and how different aspects of sleep behavior are associated with health outcomes.

Concept of economic crimes in legal doctrine and legislation, their differentiation

Ukraine’s transition to a market economy, the development of entrepreneurship, the promotion of competition, and the expansion of foreign trade contributed to the creation of new opportunities for criminal activity in the economic sphere. At the same time, the low probability of detection and the high profits associated with economic crime make the economic sphere very attractive to criminals. In turn, the huge losses associated with economic crime undermine social protection systems and destabilize economic systems, thus clearly indicating a failure of self-regulation. The legislator, having in mind economic crimes, operates with the concept of “CRIMINAL OFFENSES IN THE SPHERE OF ECONOMIC ACTIVITY” (Chapter VII of the Criminal Code of Ukraine) and is limited only to their list. According to the legislative approach, an economic crime can be defined only as a socially dangerous culpable act (action or inaction) committed by the subject of the criminal offense provided for by the Criminal Code of Ukraine and provided for by the provisions of Chapter VII of the Special Part of the Criminal Code. At the same time, on the basis of the generalized data of the legislative and doctrinal approach, it is proposed to define an economic crime as a socially dangerous culpable act (action or inaction) committed by the subject of a criminal offense, which consists in the implementation of illegal economic activity (economic processes, relations, operations) or violation of requirements for legal economic activity to satisfy the selfish interests of a person or a group of persons, encroaches on the sphere of economic relations and poses a threat to the economic security of the state, leads to an imbalance of the state’s economic system. At the same time, the so-called economic crimes (Chapter VII of the Criminal Code of Ukraine - criminal offenses in the sphere of economic activity) should be separated from crimes due to which law enforcement agencies can interfere in the sphere of economic relations. Economic crimes can be differentiated according to various criteria: according to the spheres of social relations that regulate one or another type of economic activity; according to the content of the committed crime; by immediate main and additional objects; by subject characteristics; by criminal law characteristics.

Bakteri Penyebab Gingivitis dan Sensitivitas Antibiotik Pada Pasien Diabetes Melitus

Gingivitis is an inflammation of the gingiva caused by plaque and poor oral hygiene, including in patients with long-term diabetes mellitus and uncontrolled blood glucose. Gingivitis is caused by various bacteria such as Streptococcus sp, Staphylococcus aureus, Enterococcus faecalis, Streptococcus pneumoniae, Streptococcus pyogenes, Neisseria meningitidis and also the Enterobacteriaceae family, Haemophilus influenzae and Actinomycetes. Management of infection with antibiotics, especially beta-lactam class. The study aimed to determine the characteristics of the research subjects, the type of bacteria, and their sensitivity to the bacteria that cause gingivitis in diabetes mellitus (DM) patients. The research was a cross-sectional descriptive study at the internal medicine polyclinic at Arifin Achmad Hospital, Riau Province, and the Microbiology Laboratory of Medical Faculty, Universitas Riau. The research sample was a gingivitis plaque swab in DM patients who signed an informed consent. Samples were cultured, identified, and tested for antibiotic sensitivity. The results of the study obtained 34 samples with characteristics aged 33-67 years, most of them were women, high school education/equivalent, civil servants/army/police/retired. Most aerobic bacteria Klebsiella sp. The highest sensitivity to levofloxacin, amikacin, ciprofloxacin, trimethoprim-sulfamethoxazole, and meropenem, the lowest sensitivity to amoxicillin, ceftazidim, and amoxicillin-clavulanic acid.

Female Subjectivity in Flightplan by Robert Schwentke

The historical underrepresentation and misrepresentation of women in the media have the potential to perpetuate gender inequalities and prejudices. This study aims to demonstrate how the film Flightplan by Robert Schwentke depicts female subjectivity and how masculine dominance is shown to affect the female main character's subjectivity, named Kyle Pratt. The researchers use the five C's of cinematographic theory to explore the portrayal of female subjectivity and feminism theory to analyze how the masculine manipulates the main character until her subjectivity arises. The study's findings indicate that although the movie places the female character in a field and situation traditionally dominated by men, it empowers her by portraying her as a character who, with her layered identity as a newly widowed woman, a single mother with one daughter, and a woman herself, who shows her capacity as an independent subject capable of performing qualities and traits normatively constructed as male.

Factors influencing educators’ implementation of quality teaching practices in Australian engineering education

ABSTRACT Improving teaching quality within engineering education is a long-standing challenge, made more difficult by the complex economic, political, and social environment in which educators operate. Understanding the enablers and barriers to implementing quality educational practices from a holistic perspective is thus critical for developing evidence-based actions for improving practice. This study addresses the research question: ‘what key factors influence engineering educators’ implementation of quality educational practices, and how?’. Using Bourdieu’s Theory of Practice as the theoretical lens, interviews were conducted with 21 engineering educators from 11 distinct Australian universities. Conceptualising the field as the engineering departments of Australian universities, data were thematically analysed to identify key themes relating to capital (what is valued within the field) and habitus (characteristics influencing individuals’ perceptions). Five factors emerged relating to capital: knowledge of engineering subject matter, knowledge of quality educational practices, recognition of teaching quality, resource allocation for teaching, and collegial network. These interacted with four factors relating to educators’ habitus: role context, personal motivation towards teaching, subject and student characteristics, and institutional context. Recommendations for educational leaders include increasing the value of educational and industry acquired engineering knowledge, developing enhanced impact evaluation approaches aligned to recognition processes, and supporting engagement between educators.

Generative adversarial networks to create synthetic motion capture datasets including subject and gait characteristics

Resource-intensive motion capture (mocap) systems challenge predictive deep learning applications, requiring large and diverse datasets. We tackled this by modifying generative adversarial networks (GANs) into conditional GANs (cGANs) that can generate diverse mocap data, including 15 marker trajectories, lower limb joint angles, and 3D ground reaction forces (GRFs), based on specified subject and gait characteristics. The cGAN comprised 1) an encoder compressing mocap data to a latent vector, 2) a decoder reconstructing the mocap data from the latent vector with specific conditions and 3) a discriminator distinguishing random vectors with conditions from encoded latent vectors with conditions. Single-conditional models were trained separately for age, sex, leg length, mass, and walking speed, while an additional model (Multi-cGAN) combined all conditions simultaneously to generate synthetic data. All models closely replicated the training dataset (<8.1 % of the gait cycle different between experimental and synthetic kinematics and GRFs), while a subset with narrow condition ranges was best replicated by the Multi-cGAN, producing similar kinematics (<1°) and GRFs (<0.02 body-weight) averaged by walking speeds. Multi-cGAN also generated synthetic datasets for three previous studies using reported mean and standard deviation of subject and gait characteristics. Additionally, unseen test data was best predicted by the walking speed-conditional, showcasing synthetic data diversity. The same model also matched the dynamical consistency of the experimental data (32 % average difference throughout the gait cycle), meaning that transforming the gait cycle data to the original time domain yielded accurate derivative calculations. Importantly, synthetic data poses no privacy concerns, potentially facilitating data sharing.

Identification of perceived sentences using deep neural networks in EEG

Objetive. Decoding speech from brain activity can enable communication for individuals with speech disorders. Deep neural networks (DNNs) have shown great potential for speech decoding applications. However, the limited availability of large datasets containing neural recordings from speech-impaired subjects poses a challenge. Leveraging data from healthy participants can mitigate this limitation and expedite the development of speech neuroprostheses while minimizing the need for patient-specific training data.Approach. In this study, we collected a substantial dataset consisting of recordings from 56 healthy participants using 64 EEG channels. Multiple neural networks were trained to classify perceived sentences in the Spanish language using subject-independent, mixed-subjects, and fine-tuning approaches. The dataset has been made publicly available to foster further research in this area.Main results. Our results demonstrate a remarkable level of accuracy in distinguishing sentence identity across 30 classes, showcasing the feasibility of training DNNs to decode sentence identity from perceived speech using EEG. Notably, the subject-independent approach rendered accuracy comparable to the mixed-subjects approach, although with higher variability among subjects. Additionally, our fine-tuning approach yielded even higher accuracy, indicating an improved capability to adapt to individual subject characteristics, which enhances performance. This suggests that DNNs have effectively learned to decode universal features of brain activity across individuals while also being adaptable to specific participant data. Furthermore, our analyses indicate that EEGNet and DeepConvNet exhibit comparable performance, outperforming ShallowConvNet for sentence identity decoding. Finally, our Grad-CAM visualization analysis identifies key areas influencing the network's predictions, offering valuable insights into the neural processes underlying language perception and comprehension.Significance. These findings advance our understanding of EEG-based speech perception decoding and hold promise for the development of speech neuroprostheses, particularly in scenarios where subjects cannot provide their own training data.

The Impact of Career Orientation of Beauty Salon Workers on Transfer Motivation: Focused on the Moderating Effect of Organizational Support

Purpose: In this study the impact of beauty shop workers’ Career Orientation on Transfer Motivation was analyzed with organization support as a moderating effect.&#x0D; Method: This study looked at previous studies on each variable based on domestic and foreign research papers and books, and analyzed a total of 310 valid questionnaires using beauty shop workers as the population. Statistical processing was performed using the statistical analysis package SPSS v.23. Frequency analysis was conducted to determine the demographic characteristics of the study subjects, and Cronbach's evaluation of internal consistency was conducted to determine the reliability of the questions on Career Orientation, Transfer Motivation, and organizational support. Reliability analysis was conducted using the Alpha coefficient. The comprehensive influence relationship forming the causal relationship between the variables presented in the research model was conducted through multiple regression analysis and controlled regression analysis.&#x0D; Results: The above analysis results are summarized as follows.&#x0D; First, the impact of Career Orientation on Transfer Motivation is that among the Career Orientation factors, Organizational Orientation (Organizational Orientation) and Professional Orientation (Professional Orientation) are It was found to have a positive (+) direction on Transfer Motivation. In other words, as Organizational Orientation and Professional Orientation among Career Orientation factors increase, Transfer Motivation also increases.&#x0D; Second, among Career Orientation factors, it was verified that Professional Orientation has the greatest influence on Transfer Motivation.&#x0D; Third, organizational support was found to moderate the effect of Career Orientation on Transfer Motivation.&#x0D; Among the Career Orientation factors, organizational support was adjusted to have a lower impact on Transfer Motivation the higher the Organizational Orientation, and the higher the Professional Orientation, the higher the Transfer Motivation. It was verified that the effect on (transition motivation) was adjusted to increase.&#x0D; Conclusion: This study provides basic data to improve the capabilities of employees through the organization's continuous support for organizational members and to facilitate human resource management so that they can directly contribute to organizational performance. As a result, the turnover rate of beauty shop workers can be reduced and individual capabilities can be strengthened. I hope that it can be put to good use.

Chronotype, sleep quality, impulsivity and aggression in patients with borderline personality disorder and healthy controls

ABSTRACT Impulsivity, aggression, and suicide are the major clinical symptoms of borderline personality disorder (BPD). Although previous studies indicated poor sleep quality and its relationship with clinical symptoms in patients with BPD, chronotype, an important sleep parameter, was not investigated in these patients. This study aimed to analyze chronotype and its relationship with clinical symptoms in patients with BPD. Participants in this study consisted of 68 BPD patients and 65 healthy controls. Subjective sleep characteristics, impulsivity, aggression, suicide probability, and chronotype were assessed using the Pittsburgh Sleep Quality Index (PSQI), Barratt Impulsivity Scale, Buss-Perry Aggression Scale (BPAQ), Suicide Probability Scale, and Morningness – Eveningness Questionnaire, respectively. PSQI total and subscale scores subjective sleep quality, sleep latency, sleep duration, habitual sleep efficiency, sleep disturbances, and daytime drowsiness were significantly higher in the BPD group (p < 0.001). There was a positive correlation between the PSQI total score and the BPAQ total score (r = 0.268, p = 0.027). The rate of evening type was significantly higher in the control group (p = 0.004). Suicide attempts and the subscale of suicide probability hopelessness, suicidal ideation, and negative self-evaluation scores were significantly higher in evening type BPD patients. (p = 0.017, p = 0.009, p = 0.001, p = 0.047). Sleep quality is associated with aggression, and the eveningness chronotype is associated with suicide. It may be useful to focus on sleep problems in treating BPD patients.