Categories
Nevin Manimala Statistics

Future teachers and the self-perception of vocal symptoms and knowledge about vocal health and hygiene

Codas. 2023 Oct 9;35(5):e20220160. doi: 10.1590/2317-1782/20232022160pt. eCollection 2023.

ABSTRACT

PURPOSE: To analyze responses of future teachers regarding the self-perception of vocal symptoms and knowledge about vocal health and vocal hygiene, relating them to sociodemographic and occupational variables and previous knowledge about voice.

METHODS: Observational, analytical and cross-sectional study. A total of 264 undergraduate students participated and the Vocal Health and Hygiene Questionnaire (QSHV), Vocal Symptoms Scale (ESV) and a questionnaire with sociodemographic, occupational and vocal questions were applied. Data were statistically analyzed considering a 5% significance level.

RESULTS: QSHV of future teachers had a total mean score of 21.89, suggestive of lack of knowledge about vocal health and hygiene. The results of the ESV are above the instrument’s cutoff score, in each of the three domains and in the total score, there was greater symptomatology in first-year students when compared to other students, in the emotional, limitation and total domains. There was a difference when comparing the QSHV with the year of graduation (p=0.001), in which third and fourth year students obtained higher scores. A positive correlation was observed between the total QSHV score and the age variable (p=0.019).

CONCLUSION: Future teachers present important vocal symptomatology, compatible with dysphonic individuals, and have insufficient knowledge about vocal health and hygiene. Knowledge is even lower among students in the early undergraduate years and at a younger age. Older future teachers demonstrate more knowledge about vocal health and hygiene. It is necessary to propose preventive actions with this population, even during the graduation period, aiming to reduce the risks of developing vocal problems in the medium or long term during teaching.

PMID:37820198 | DOI:10.1590/2317-1782/20232022160pt

Categories
Nevin Manimala Statistics

Self-efficacy and breastfeeding outcomes in mothers of premature and term infants: a longitudinal study

Codas. 2023 Oct 9;35(5):e20220123. doi: 10.1590/2317-1782/20232022123pt. eCollection 2023.

ABSTRACT

PURPOSE: To analyze the breastfeeding self-efficacy in mothers of premature and full-term newborns, in the period of 180 days, and to know the social and obstetric factors that influence the practice of maintaining the exclusive breastfeeding in the period of exclusive recommendation.

METHODS: Cohort with 44 mothers admitted to a public maternity hospital between January and October 2018. The mothers were divided into two groups: Premature and Full-term Groups. The Breastfeeding Self-efficacy Scale was applied in the immediate postpartum period, in addition to a questionnaire elaborated by the authors to collect sociodemographic and obstetric variables. The follow-up was done on the 30th, 120th and 180th days of the newborn’s life, by telephone. For the statistical analysis between the groups, the Statistical Package for the Social Sciences (SPSS) was used.

RESULTS: There was no difference in the self-efficacy score, nor in the obstetric and socioeconomic characteristics between the groups, except for family income (lower in the Premature Group – p = 0.031). The diet type was different on the 30th day after delivery (p = 0.023), with greater adherence to the exclusive breastfeeding in the Premature Group. No association was found between breastfeeding self-efficacy and exclusive breastfeeding practice in the 180-day period.

CONCLUSION: In this sample, the breastfeeding self-efficacy was not related to the exclusive breastfeeding practice in the period of 180 days, in both groups. The premature group showed lower family income and greater adherence to exclusive breastfeeding on the 30th day postpartum.

PMID:37820197 | DOI:10.1590/2317-1782/20232022123pt

Categories
Nevin Manimala Statistics

Effect of educational intervention on computer-aided-design and computer-aided-manufacturing technology to preclinical dental students

Eur J Dent Educ. 2023 Oct 11. doi: 10.1111/eje.12953. Online ahead of print.

ABSTRACT

INTRODUCTION: This study evaluated the effectiveness of a video presentation instruction compared to the prevailing traditional lecture provided in the preclinical classroom when introducing computer-aided design/computer-aided manufacturing (CAD/CAM) technology.

MATERIALS AND METHODS: This study was conducted as a controlled educational trial (single-blind) on 120 first-year dental students. Students were assigned to two learning groups: the control (n = 60, traditional lecture) and the intervention (n = 60, video presentation). Both groups completed a self-efficacy scale (SES) survey before instruction. Then, the intervention group actively participated in a one-session video presentation while the control group was given a traditional lecture. After the presentations, student knowledge was assessed with a hands-on simulated exercise that was scored out of 60 points. At last, students completed a post-instruction student perception and attitude (SPA) survey. Inferential hypothesis testing was conducted with two-sample t-tests, and significance was defined as p ≤ .05.

RESULTS: There were no significant differences in the student pre-instruction SES scores between the control and intervention groups. After the video learning, CAD/CAM knowledge application during the hands-on simulated exercise showed significantly higher results in the intervention group as the assessment scores from the intervention group averaged 13.6 ± 2.0 points higher than the control group (p < .001). The results from the post-instruction SPA survey showed no statistically significant difference between groups.

CONCLUSION: With the video presentation technique, our first-year dental students were able to greatly enhance their CAD/CAM application skills. The results from this study could be applied at other dental educational institutions with potential similar outcomes.

PMID:37818723 | DOI:10.1111/eje.12953

Categories
Nevin Manimala Statistics

Effect of daily stressors and collective efficacy on post-traumatic stress symptoms among internally displaced persons in post-war northern Sri Lanka

BJPsych Open. 2023 Oct 11;9(6):e180. doi: 10.1192/bjo.2023.563.

ABSTRACT

BACKGROUND: Daily stressors have been shown to mediate the relationship of war trauma and trauma-related distress among refugees and internally displaced persons exposed to war and conflict.

AIMS: To examine the extent to which the relationship between war-related trauma and mental distress was mediated by daily stressors and collective efficacy among internally displaced communities a decade after exposure to war.

METHOD: In a cross-sectional study, we recruited a random sample of residents in villages severely affected by conflict in five districts in the Northern Province of Sri Lanka. Measures of war trauma, daily stressors, collective efficacy and post-traumatic stress symptoms (PTSS) were examined. Statistical analyses of the mediating and moderating effects of daily stressors were conducted using regression based methods.

RESULTS: Daily stressors mediated the association of war trauma and PTSS, as both paths of the indirect effect, war trauma to daily stressors and daily stressors to PTSS, were significant. The predictive effect of war trauma on PTSS was positive and significant at moderate and high levels of daily stressors but not at low levels. Higher levels of neighbourhood informal social control, a component of collective efficacy, function as a protective factor to reduce effects of war trauma and daily stressors on mental distress in this population.

CONCLUSIONS: Daily stressors are an important mediator in the well-established relationship between war exposure and traumatic stress among internally displaced persons, even a decade after the conflict. Mental health and psychosocial support programmes that aim to address mental distress among war-affected communities could reduce daily stressors and enhance collective efficacy in this context.

PMID:37818719 | DOI:10.1192/bjo.2023.563

Categories
Nevin Manimala Statistics

Effects of interventions on life-space mobility for community-dwelling older adults: A systematic review and meta-analysis

Geriatr Gerontol Int. 2023 Oct 11. doi: 10.1111/ggi.14694. Online ahead of print.

ABSTRACT

AIM: The present study aimed to conduct a meta-analysis to evaluate the methods and effects of interventions to increase life-space mobility among community-dwelling older adults.

METHODS: Records were identified through nine databases. Eligible study designs for inclusion in the review were randomized controlled trials of interventions on life-space mobility for community-dwelling older adults. The risk of bias was assessed using the Risk of Bias 2 tool. We followed the Grading of Recommendations, Assessment, Development, and Evaluation approach to summarize the evidence.

RESULTS: Four studies (558 participants) identified via search strategies were included. Two studies involved individualized exercise and lifestyle interventions. In three out of the four studies, individual interventions were applied. Overall, when compared with a control group, the intervention group was more likely to positively affect increasing life-space mobility (standardized mean difference 0.47, 95% confidence interval [0.020 to 0.92]). The heterogeneity statistic indicated considerable heterogeneity (I2 = 84%). The evidence was downgraded one step owing to imprecision.

CONCLUSIONS: Interventions on increasing life-space mobility for community-dwelling older adults have a positive effect. Combination interventions may be more effective than single interventions, and individual interventions may be more effective than group interventions. However, owing to the limited number of studies, conducting further research to enhance the generalizability of results is crucial. Additionally, subgroup analysis should be conducted to clarify differences in intervention methods and effects. Geriatr Gerontol Int 2023; ••: ••-••.

PMID:37818711 | DOI:10.1111/ggi.14694

Categories
Nevin Manimala Statistics

The role of robot-assisted training on rehabilitation outcomes in Parkinson’s disease: a systematic review and meta-analysis

Disabil Rehabil. 2023 Oct 11:1-19. doi: 10.1080/09638288.2023.2266178. Online ahead of print.

ABSTRACT

PURPOSE: The study aims to assess the efficacy of robot-assisted rehabilitation training on upper and lower limb motor function and fatigue in Parkinson’s disease (PD), and to explore the best-acting robotic rehabilitation program.

METHODS: We searched studies in seven databases and the search period was from the build to 30 June 2023. Two researchers independently screened studies and assessed the quality of the studies for data extraction.

RESULTS: A total of 21 studies were included, 18 studies related to lower limbs rehabilitation and 3 studies related to upper limbs rehabilitation, involving a total of 787 participants. The results showed that robot-assisted rehabilitation significantly improved indicators of lower limb motor function UPDRS Part III (WMD = -3.58, 95% CI = -5.91 to -1.25, p = 0.003) and BBS (WMD = 4.24, 95% CI = 2.88 to 5.54, p < 0.001), as well as non-motor symptoms of fatigue (WMD = -13.39, 95% CI = -17.92 to -8.86, p < 0.001) in PD patients. At the level of upper limb function, there was no statistically significant difference in the outcome measures of PFS (WMD = -0.25, 95% CI = -4.44 to 3.93, p = 0.9) and BBT (WMD = 1.73, 95% CI = -2.85 to 6.33, p = 0.458).

CONCLUSION: Robot-assisted rehabilitation significantly improved motor function, fatigue, and balance confidence in PD patients, but current evidence doesn’t show that intelligent rehabilitation systems improve upper limb function. In particular, robotics combined with virtual reality worked best.

PMID:37818694 | DOI:10.1080/09638288.2023.2266178

Categories
Nevin Manimala Statistics

The effect of chemotherapies on the crosstalk interaction between CD8 cytotoxic T-cells and MHC-I peptides in the microenvironment of WHO grade 4 astrocytoma

Folia Neuropathol. 2023;61(3):317-325. doi: 10.5114/fn.2023.131014.

ABSTRACT

INTRODUCTION: CD8 + T-cells and MHC-I have been detected in brain gliomas with a significant outcome. The effect of chemotherapies on the crosstalk interaction between CD8 + T-cells and MHC-I has never been explored.

MATERIAL AND METHODS: The protein expression profiling of CD8 cytotoxic T-cells and the gene expression assay of MHC-I in 35 patients diagnosed with WHO grade 4 astrocytoma were performed. The impact of these two factors on tumor recurrence was analyzed.

RESULTS: IDH was wildtype in 13 tumors. MHC-I protein expression was absent or low in 34 tumors and dense in a single case. MHC-I gene expression was upregulated in 10 tumors and 25 tumors showed MHC-I gene downregulation. Temozolomide (TMZ) was given to 24 patients and 11 patients received TMZ plus other chemotherapies. No statistically significant association was observed between IDH mutation and CD8 + T-cells ( p = 0.383). However, this association was significant in recurrence-free interval (RFI) ( p = 0.012). IDH-wildtype tumors with highly infiltrated CD8 + T-cells or IDH-mutant tumors with low CD8 + T-cells showed late tumor recurrence. There was a statistically significant difference in RFI between tumors with different MHC-I expression and CD8 + T-cell counts after treatment with TMZ or TMZ plus ( p = 0.026).

CONCLUSIONS: No association between IDH mutation and CD8+ cytotoxic T-cell was found. IDH is directly linked to tumor recurrence regardless of CD8 + T-cells infiltration. TMZ plus other adjuvants is proved to be more effective in improving patient survival and delaying tumor recurrence, as compared to using TMZ alone. Nonetheless, none-TMZ adjuvants may increase tumor sensitization to cytotoxic T-cells more than TMZ.

PMID:37818692 | DOI:10.5114/fn.2023.131014

Categories
Nevin Manimala Statistics

Deep learning to predict esophageal variceal bleeding based on endoscopic images

J Int Med Res. 2023 Oct;51(10):3000605231200371. doi: 10.1177/03000605231200371.

ABSTRACT

OBJECTIVE: Esophageal varix (EV) bleeding is a particularly serious complications of cirrhosis. Prediction of EV bleeding requires extensive endoscopy experience; it remains unreliable and inefficient. This retrospective cohort study evaluated the feasibility of using deep learning (DL) to predict the 12-month risk of EV bleeding based on endoscopic images.

METHODS: Six DL models were trained to perform binary classification of endoscopic images of EV bleeding. The models were subsequently validated using an external test dataset, then compared with classifications performed by two endoscopists.

RESULTS: In the validation dataset, EfficientNet had the highest accuracy (0.910), followed by ConvMixer (0.898) and Xception (0.875). In the test dataset, EfficientNet maintained the highest accuracy (0.893), which was better than the endoscopists (0.800 and 0.763). Notably, one endoscopist displayed higher recall (0.905), compared with EfficientNet (0.870). When their predictions were assisted by artificial intelligence, the accuracies of the two endoscopists increased by 17.3% and 19.0%. Moreover, statistical agreement among the models was dependent on model architecture.

CONCLUSIONS: This study demonstrated the feasibility of using DL to predict the 12-month risk of EV bleeding based on endoscopic images. The findings suggest that artificial intelligence-aided diagnosis will be a useful addition to cirrhosis management.

PMID:37818651 | DOI:10.1177/03000605231200371

Categories
Nevin Manimala Statistics

MDSR-NMF: Multiple deconstruction single reconstruction deep neural network model for non-negative matrix factorization

Network. 2023 Oct 11:1-37. doi: 10.1080/0954898X.2023.2257773. Online ahead of print.

ABSTRACT

Dimension reduction is one of the most sought-after strategies to cope with high-dimensional ever-expanding datasets. To address this, a novel deep-learning architecture has been designed with multiple deconstruction and single reconstruction layers for non-negative matrix factorization aimed at low-rank approximation. This design ensures that the reconstructed input matrix has a unique pair of factor matrices. The two-stage approach, namely, pretraining and stacking, aids in the robustness of the architecture. The sigmoid function has been adjusted in such a way that fulfils the non-negativity criteria and also helps to alleviate the data-loss problem. Xavier initialization technique aids in the solution of the exploding or vanishing gradient problem. The objective function involves regularizer that ensures the best possible approximation of the input matrix. The superior performance of MDSR-NMF, over six well-known dimension reduction methods, has been demonstrated extensively using five datasets for classification and clustering. Computational complexity and convergence analysis have also been presented to establish the model.

PMID:37818635 | DOI:10.1080/0954898X.2023.2257773

Categories
Nevin Manimala Statistics

One-year prevalence and psychiatric comorbidity of borderline personality disorder in a medical certificate population: a registry study of psychiatric outpatients in community mental health care in the city of Oulu

Nord J Psychiatry. 2023 Oct 11:1-7. doi: 10.1080/08039488.2023.2267032. Online ahead of print.

ABSTRACT

Objective: Borderline personality disorder (BPD) is a common disorder in healthcare settings but estimates of BPD prevalence vary greatly. This study aimed to estimate the one-year prevalence of BPD in psychiatric outpatients and analyze the psychiatric comorbidity presented with BPD.Method: The data comprised 18-60-year-old patients who had a BPD diagnosis recorded in their medical certificate B (mcB) and were treated in specialized psychiatric outpatient services in the city of Oulu, northern Finland, in 2014. An mcB is a comprehensive summary of a patient’s medical history written by a doctor, and patients need it in the Finnish healthcare system when applying for social benefits and rehabilitation measures.Results: The prevalence of BPD was 12.8% among patients with an mcB treated in the psychiatric outpatient services. BPD was 3.0 times more common in female than male psychiatric outpatients with an mcB. The most common comorbid psychiatric disorders written in mcBs of BPD patients were mood (81.0%) and anxiety (39.2%) disorders. The only statistically significant gender difference was found in behavioral and emotional disorders (16.7% in men, 1.6% in women).Conclusions: The mcB-based BPD prevalence estimate and psychiatric comorbidity was consistent with previous studies researching psychiatric outpatients with BPD. McBs appear to be a reliable and comprehensive data source for diagnostic information in research.

PMID:37818619 | DOI:10.1080/08039488.2023.2267032