Assessment Of Skills Research Articles

Immersive virtual reality is more effective than non-immersive devices for developing real-world skills in people with intellectual disability.

People with intellectual disability (ID) demonstrate persistent challenges around developing life skills. Immersive virtual reality (IVR) is gaining interest as a tool for training life skills as it enables individuals to engage in hands-on learning in a safe, controlled and repeatable environment. However, there are concerns about the potential drawbacks of IVR, such as cybersickness and practical challenges with using the equipment, which may hinder its widespread adoption in educational settings. The current study aimed to compare the effectiveness of training in IVR and a non-immersive virtual environment for improving real-world skills in people with ID. In the present study,36 adults (16 female, 20 male) with ID were recruited from a disability organisation. Participants completed a real-world assessment of waste management skills before and after training in either the IVR or non-immersive group. Consistent with our hypotheses, the IVR group scored significantly higher in the real-world assessment after virtual training (d=1), and at the 1-week follow-up (d=1.12), compared with the non-immersive group. Further analyses showed that the IVR group, but not the non-immersive group, significantly improved performance in the real-world assessment across timepoints. The findings indicate that IVR was more effective for improving and retaining real-world waste management skills. This study supports IVR as a viable tool for professionals and caregivers to develop skills for independent living among people with ID.

Measuring the impact of information literacy programs on student success: a review

This paper presents a comprehensive overview of methodologies and approaches for assessing the impact of information literacy programs on student success in educational settings. Information literacy programs aim to equip students with essential skills to locate, evaluate, and effectively use information in academic and professional contexts. The abstract explores various dimensions of measuring the impact of these programs, including assessment of information literacy skills, academic performance, integration into curriculum, perceptions and self-efficacy, and employability and career readiness. Measuring the impact of information literacy programs on student success requires a multifaceted approach that considers various dimensions of student learning, academic performance, and professional development. By employing a combination of quantitative and qualitative methods, educators and researchers can gain a comprehensive understanding of the effectiveness of information literacy interventions in preparing students for success in an information-rich world.

Effects of real-time adaptivity of scaffolding: Supporting pre-service mathematics teachers’ assessment skills in simulations

BackgroundScaffolding pre-service teachers' assessment process in video-based simulations can enhance their acquisition and refinement of assessment skills, for example, needed for accurate judgments of students' mathematical proof skills. Adapting this scaffolding to learners’ individual learning processes, for example, based on text data during the assessment process, brings potential for increased learning gains. AimsIn this study, we investigated the effectiveness of adaptive scaffolding based on real-time process data, specifically targeting pre-service mathematics teachers' assessment skills regarding students’ mathematical proof skills in geometry. SampleParticipants were 245 pre-service teachers. MethodsIn a pre- and post-test, participants completed a video-based simulation to measure their assessment skills regarding students’ mathematical proof skills. During the intervention, participants were randomly assigned to complete the video-based simulation (i) without scaffolding, (ii) with non-adaptive scaffolding, or (iii) with adaptive scaffolding. ResultsWe did not find significant benefits of adaptive scaffolding in enhancing pre-service teachers’ judgment accuracy, aligning with prior research. For an in-depth analysis, we developed and applied a scheme to systematically validate design decisions for adaptive support. This scheme focuses on the selection and measurement of the source of adaptation and the employed support mechanisms. Applying this scheme pointed towards effects of adaptive scaffolding during the assessment process. ConclusionsThis study highlights the need for proximal measures to describe learning in short interventions, explores the intricacies of adaptive scaffolding, such as overlapping with design-loop adaptivity or the accuracy of automated coding, and provides a scheme for an in-depth evaluation of the adaptivity of scaffolding.

Nursing students' perspectives on peer assessment in basic nursing procedures: A qualitative study

BackgroundTraditionally, the assessment of student nursing skills relies heavily on lecturer evaluations. However, lecturers, as the primary evaluators, may be influenced by their individual subjective preferences, experience, and knowledge background. This limitation needs thorough consideration to improve students' assessment skills and ensure that assessment tasks are more objective and accurate. Peer assessment appears to take it into account. Currently, improving the quality of peer assessment in Basic Nursing skills remains a challenge for educators. AimTo assess the effectiveness of peer assessment as applied to the basic nursing skills examination process and suggestions for improvement, to understand nursing students' perceptions of it, and to explore the feasibility of peer assessment as an alternative to single faculty assessment as perceived by nursing students. DesignQualitative research. SettingsConducted in a clinical skills simulation laboratory at a university in Wuxi, Jiangsu Province, China. Participants23 Second-year nursing students applying peer assessment to Basic Nursing course exams. MethodsUsed face-to-face, semi-structured interviews, and thematic analysis to analyze data. ResultsThree major themes and nine subthemes were identified: (1) Positive sentiments towards peer evaluation (e.g., enhancing the learning capacity, increasing emotional intelligence, and improving the objectivity and fairness of nursing skills assessment); (2) Challenges encountered in the peer evaluation process (e.g., inconsistent scoring criteria, exacerbate anxiety, and triggering team conflict); (3) Suggestions for improving peer evaluation (e.g., applying the design of peer assessment exam content, incorporation of lecturer evaluation, and refinement and materialization of marking criteria). ConclusionsIn this study, while the positive impact is evident, the challenges faced by nursing students and future recommendations for peer assessment application are critical. This study provides valuable insights into the potential of peer assessment to enhance nursing education and provides recommendations for optimizing peer assessment strategies for meaningful integration into Nursing Education practice.

CWT-ViT: A time–frequency representation and vision transformer-based framework for automated robotic surgical skill assessment

Surgical skill assessment currently hinges on the manual observations of senior surgeons, and the assessment process is inherently time-consuming and subjective. Hence, there is a need to develop machine learning-based automated robotic surgical skill assessment. However, the existing machine learning-based works are only built in either the time domain or frequency domain but have never considered the investigation on the time–frequency domain. To fill the research gap, we explore the representation of the surgery motion data in the time–frequency domain. In this study, we propose a novel automated robotic surgical skill assessment framework called Continuous Wavelet Transform-Vision Transformer (CWT-ViT). We apply continuous wavelet transform, i.e., a time–frequency representation method, to convert robotic surgery kinematic data to synthesis images. Furthermore, by taking advantage of the prior knowledge of the da Vinci surgical system, we design a four branches-based architecture, each branch representing a robotic manipulator. We have conducted extensive experiments and achieved comparable results on the benchmark robotic surgical skill dataset JHU-ISI Gesture and Skill Assessment Working Set (JIGSAWS). Our proposed CWT-ViT framework has demonstrated the feasibility of applying time–frequency representation for automated robotic surgical skill assessment using kinematic data. The code is available at https://github.com/yiming95/CWT-ViT-Surgery.

Academic Readiness among Young Children Treated for Brain Tumors: A Multisite, Prospective, Longitudinal Trial.

Young children treated for central nervous system (CNS) malignancies are at high risk for difficulties with academic functioning due to increased vulnerability of the developing brain and missed early developmental opportunities. Extant literature examining academics in this population is limited. We investigated academic readiness, its clinical and demographic predictors, and its relationship with distal academic outcomes among patients treated for CNS tumors during early childhood. Seventy patients with newly diagnosed CNS tumors were treated on a prospective, longitudinal, multisite study with chemotherapy, with or without photon or proton irradiation. Patients underwent assessments of academic skills at baseline, six months, one year, and then annually for five years. Assessments measured academic readiness and academic achievement in reading and math. Mixed linear models revealed slowed development of academic readiness skills over time. Socioeconomic status (SES) was predictive of academic readiness at all time points. Other demographic (eg, age at treatment) and clinical (eg, shunt status, treatment exposure) variables were not predictive of academic readiness. Distal reading difficulties were proportionally greater than normative expectations while math difficulties did not differ. Academic readiness was predictive of distal academic outcomes in reading and math. Treatment for CNS malignancies in early childhood appears to slow development of academic readiness skills, with SES predictive of risk. Academic readiness skills were predictive of subsequent academic achievement. A disproportionate number of long-term survivors performed below age-based expectations in reading. These findings suggest the need for monitoring and interventions targeting early academic skills in this population.

"Track style" children's fundamental movement skills test: construction and verification of an efficient evaluation system.

This study aimed to develop an efficient tool for assessing children's fundamental motor skills, the "Track style" Children's Fundamental Movement Skills Test (TCFMST), based on theories of motor development integrated with Chinese cultural context and physical education teaching situations. Starting from a literature analysis, the study selected items from existing fundamental movement skill (FMS) assessments, textbooks, physical education and health standards, and children's movement guidelines to construct a pool of test items. Subsequently, the items were screened and optimized using the Delphi method. Finally, the feasibility, discrimination, difficulty, reliability, and validity of the constructed test were examined using testing methods. The TCFMST includes three dimensions: locomotive skills, body control skills, and manipulative skills, with a total of 10 items. The difficulty and discrimination of each item are appropriate; the correlation coefficients for retest reliability range from 0.789 to 0.943 (p < 0.01). The results of exploratory factor analysis indicate that the common factors align with the hypothesized three dimensions, indicating good structural validity of the test. The concurrent validity results show a correlation coefficient of -0.510 (p < 0.01) between the TCFMST and the total score of TGMD-3, indicating a moderate correlation between the two tests. The TCFMST developed in this study has good difficulty, discrimination, reliability, and validity. It also features strong operability, a short duration, and high interest. It can serve as an important tool for monitoring children's fundamental motor skill levels.

Nontechnical Skills Assessment in Acute Care Trauma Simulations: A Mixed Methods Approach Using Eye Tracking and Behavioral Marker Systems.

The condition of trauma patients and the urgent need for timely resuscitation present unique challenges to trauma teams. These difficulties are exacerbated for military trauma teams in combat environments. Consequently, there is a need for continued improvement of nontechnical skills (NTS) training for trauma teams. However, current approaches to NTS assessment rely on subjective ratings, which can introduce bias. Accordingly, objective methods of NTS evaluation are needed. Eye-tracking (ET) methods have been applied to studying communication, situation awareness, and leadership in many health care settings, and could be applied to studying physicians' NTS during trauma situations. In this study, we aimed to assess the relationship between trauma team leaders' objective gaze patterns and subjective expert NTS ratings during patient care simulations. After Institutional Review Board approval, 9 trauma teams from first-year post-graduate general surgery and emergency medicine residents were recruited to participate in 1 of 2 trauma simulations (a difficult airway case and a multi-patient trauma). Each scenario lasted approximately 15 minutes. All team leaders wore a mobile ET system to evaluate gaze metrics-time to first fixation (TTFF), average fixation duration (AFD), and total percentage of the scenario (TPS) focused on Areas of Interest (AOI), which included patient, care team, diagnostic equipment, and patient care equipment. Trained faculty raters completed the Non-Technical Skills for Surgeons (NOTSS) assessment tool and the Trauma Non-Technical Skills (T-NOTECHS) scale. One-way analysis of variance, Kruskal-Wallis, and appropriate post-hoc pairwise comparison tests were run to assess differences between ET metrics across AOI groups. Spearman's Rho tests were used to assess correlations between ET and subjective NTS ratings. Compared to other NTS domains, trauma teams scored relatively poorly on communication across both T-NOTECHS (3.29$ \pm $0.61, maximum = 5) and NOTSS (2.87$ \pm $0.66, maximum = 4). We found significant differences in trauma team leaders' TTFF between teammates and the patient (Team: 1.56 vs Patient: 29.82 seconds, P < .001). TTFF on the diagnostic equipment was negatively correlated (P < .05) to multiple measures of subjective NTS assessments. There were no significant differences in AFD between AOIs, and AFD on teammates was positively correlated (P < .05) to communication and teamwork. There were significant differences in TPS across most AOI pairs (P < .05), and the average TPS fixated was highest on the patient (32%). Finally, there were several significant correlations between additional ET and NTS metrics. This study utilized a mixed methods approach to assess trauma team leaders' NTS in simulated acute care trauma simulations. Our results provide several objective insights into trauma team leaders' NTS behaviors during patient care simulations. Such objective insights provide a more comprehensive understanding of NTS behaviors and can be leveraged to guide NTS training of trauma physicians in the future. More studies are needed to apply these methods to capture NTS from a larger sample of teams in both simulated and real trauma environments.

Predictors for success and failure in international medical graduates: a systematic review of observational studies

BackgroundInternational Medical Graduates (IMG) are an essential part of the international physician workforce, and exploring the predictors of success and failure for IMGs could help inform international and national physician labour workforce selection and planning. The objective of this study was to explore predictors for success for selection of IMGs into high stakes postgraduate training positions and practice and not necessarily for informing IMGs.MethodsWe searched 11 databases, including Medline, Embase and LILACS, from inception to February 2022 for studies that explored the predictors of success and failure in IMGs. We reported baseline probability, effect size in relative risk (RR), odds ratio (OR) or hazard ratio (HR) and absolute probability change for success and failure across six groups of outcomes, including success in qualifying exams, or certificate exams, successful matching into residency, retention in practice, disciplinary actions, and outcomes of IMG clinical practice.ResultsTwenty-five studies (375,549 participants) reported the association of 93 predictors of success and failure for IMGs. Female sex, English fluency, graduation recency, higher scores in USMLE step 2 and participation in a skill assessment program were associated with success in qualifying exams. Female sex, English fluency, previous internship and results of qualifying exams were associated with success in certification exams. Retention to work in Canada was associated with several factors, including male sex, graduating within the past five years, and completing residency over fellowships. In the UK, IMGs and candidates who attempted PLAB part 1, ≥ 4 times vs. first attempters, and candidates who attempted PLAB part 2, ≥ 3 times vs. first attempters were more likely to be censured in future practice. Patients treated by IMGs had significantly lower mortalities than those treated by US graduates, and patients of IMGs had lower mortalities [OR: 0.82 (95% CI: 0.62, 0.99)] than patients of US citizens who trained abroad.ConclusionsThis study informed factors associated with the success and failure of IMGs and is the first systematic review on this topic, which can inform IMG selection and future studies.Systematic review registrationPROSPERO: CRD42021252678.

Effects of training in voice auditory-perceptual skills.

This study was designed based on the need to verify the effectiveness of education in the vocology area concerning refining perceptual auditory skills. The purpose of the project described in this paper was to examine the effect of knowledge and skills training during a 2-week voice disorders graduate course on auditory-perceptual skills of pre-professional speech-language pathologists. The training effect was evaluated by comparing pre- and post-course results of ratings of voice quality using auditory-perceptual measures. A cohort of 24 graduate students in speech-language pathology participated in this study. Each student rated a total of 24 voice samples of typical and disordered voice quality from a database using Consensus Auditory-Perceptual Evaluation of Voice (CAPE-V). The same voice samples were rated before and after the training, in randomised order. The speakers ranged in age from 35 to 80 years; 16 identified as females and 8 as males. A total of 16 samples were associated with various degrees of dysphonia of organic and functional aetiologies; the remaining 8 voice samples included in the study were classified as normal. The training involved different components including knowledge and auditory-perceptual skills as part of a voice class offered as an intensive 2-week course with daily blocks of 4h sessions. Exploratory comparisons of results to objective outcomes were conducted through comparisons with computer-generated indicators of the Cepstral Spectral Index of Dysphonia (CSID), a component of the Analysis of Dysphonia in Speech and Voice (ADSV) software from Pentax for capturing the CSID. There was a significant increase in ratings of roughness, breathiness, loudness, pitch and overall severity after the course. Furthermore, there was a significant increase in the intra- and interrater reliability post training. Statistically significant positive indications were found in correlations between mean perceptual ratings and the acoustic measure of CSID. Reliability of data was measured by using Pearson's correlations. Intrarater reliability resulted in values of ≥0.90 in all parameters. Similar findings were demonstrated by intraclass coefficients used to estimate interrater consistency: all values were >0.90 but in the Loudness parameter [r (22) = 0.60]. Effectiveness of the training in improving the auditory perceptual skills of students was based on the increased reliability of ratings. Indications of successful implementation and outcomes on auditory-perpetual training procedures in classroom environments will support the development of effective educational methods, which will in turn lead to increased efficacy of service delivery in voice disorders. What is already known on this subject The effects of training on perceptual assessment performance have been indicated in the literature. Past evidence has demonstrated that various types of training produce a significant impact on auditory perceptual skills. Although dedicated research has been advancing over the past decade, further aspects of auditory-perceptual reliable assessment include queries about specific training approaches, optimal duration, and interval time for recalibration. What this paper adds to existing knowledge While past research suggests that increased exposure in identifying voice characteristics impacts assessment skills, there are limited published data on the relationship of knowledge and skill in association with teaching and learning environments, particularly at the pre-professional stage. Practical data from actual classroom application constitute an ideal scenario for inspecting effectiveness of graduate training in voice disorders involving acquiring knowledge and applied skills, including auditory-perceptual voice evaluation. This study is an attempt to expand on previous literature, particularly by examining effects of auditory-perceptual skills training in graduate students following teaching and learning in a systematic 2-week voice disorders course. What are the clinical implications of this work? Outcomes indicative of successful training procedures in a classroom environment will support the development of effective educational methods to increase efficacy of service delivery in voice disorders.

A Novel Simulation Model and Training Program for Minimally Invasive Surgery of Hallux Valgus.

Minimally invasive surgery (MIS) for hallux valgus (HV) has gained popularity. However, adopting this technique faces the challenges of a pronounced learning curve. This study aimed to address these challenges by developing and validating an innovative simulation model and training program, targeting enhanced proficiency in HV MIS. A training program and a high-fidelity simulation model for HV MIS were designed based on experts' recommendations. Four foot and ankle surgeons without experience in MIS formed the novice group and took the program that encompassed six-session instructional lessons, hands-on practice on simulated models, and immediate feedback. The program concluded with a cadaveric surgery. Four foot and ankle experienced MIS surgeons formed the expert group and underwent the same procedure with one simulated model. Participants underwent blind assessment, including Objective Structured Assessment of Technical Skills (OSATS), surgical time, and radiograph usage. Expert evaluation of the simulation model indicated high satisfaction with anatomical representation, handling properties, and utility as a training tool. The expert group consistently outperformed novices at the initial assessment across all outcomes, demonstrating OSATS scores of 24 points (range, 23 to 25) versus 15.5 (range, 12 to 17), median surgical time of 22.75 minutes (range, 12 to 27) versus 48.75 minutes (range, 38 to 60), and median radiograph usage of 70 (range, 53 to 102) versus 232.5 (range, 112 to 280). Novices exhibited a significant improvement in OSATS scores from the fifth session onward (P = 0.01), reaching the desired performance of 20 points. Performance at the final training with the simulated model did not differ from cadaveric surgery outcomes for all parameters. This study validated a simulation model and training program, allowing nonexperienced HV MIS foot and ankle surgeons to enhance their surgical proficiency and effectively complete a substantial portion of the learning curve at the fifth session, and this performance was successfully transferred to a cadaver model. III.

Establishing the Predictive Validity of the Assessment of Motor and Process Skills for Driving Performance Outcomes.

Although the Assessment of Motor and Process Skills (AMPS) is an excellent tool for evaluating the functional performance of instrumental activities of daily living (IADLs), a limited number of studies have used the AMPS for decisions regarding the IADL of fitness to drive and community mobility. To determine the specificity and sensitivity of the AMPS as a tool for determining a person's fitness to drive. Cross-sectional observational design. Three driving rehabilitation programs in three states. Participants were 388 community-living adults (M age = 68.74 yr, SD = 11.53); 196 adults were recruited before completing a comprehensive driving evaluation, and 192 were recruited in two other studies of older drivers. AMPS and results of comprehensive driving evaluation or on-road assessment. Using a logistical regression, AMPS Motor and Process Skills scores yielded a sensitivity of 84.6% and a specificity of 88.8%. The odds ratio of the AMPS Motor Skills score was .347; for the AMPS Process Skills score, it was .014. Using cross-validations, the model with AMPS Motor and Process scores produced a cross-validation area under the curve of .918, with sensitivity and specificity of 84.6% and 88.4%, respectively, and a probability greater than .334 was used for predicting a fail or drive-with-restriction evaluation. The AMPS Motor and Process Skills scores revealed significant differences between those who failed or had driving restrictions and with those who passed the driving evaluation, which supported the AMPS as an effective tool for predicting fitness to drive. Plain-Language Summary: This study demonstrates how the Assessment of Motor and Process Skills (AMPS), as a top-down occupational therapy assessment tool, can be used to differentiate between medically at-risk drivers who are likely to pass a comprehensive driving evaluation and those who are likely to fail or need restrictions. AMPS will assist occupational therapy practitioners in determining who is most appropriate to receive driving rehabilitation services and/or when to refer a person for a comprehensive driving evaluation.

THE AWARENESS OF UNCONSCIOUS BIAS

This article aims to investigate the tools used to eliminate partiality and bias in selection processes for young professionals in organizations, with an emphasis on the assessment of soft skills. The research has a qualitative character, with the technique of in-depth interviews. The authors interviewed five Human Resources professionals who participate in recruitment and selection processes, with a broad view of selection processes in different companies and segments. The results confirm that the selection processes are being adapted to increase the focus on the assessment of soft skills and the quest for increasing diversity within organizations.

Development of a competency-based assessment template for oncology nursing: A participatory action research study

AimThe main objective of this study was to collaboratively develop a competency-based assessment template for oncology nurses. BackgroundThe care of oncology patients and their families requires very specific knowledge and skills, as well as that nurses are trained not only in theoretical and practical knowledge but also in competencies. There is a lack of specific tools to assess competencies in oncology and it is important to include students in the learning process. DesignThis study has a Participatory Action Research. MethodsA focus group was conducted for data collection. The process consisted of 4 phases: 1- Identification of the problem; 2- Planning of the change; 3- Realization of the change; 4- Effect of the change and reflection. A purposive sampling where all the students of the master's degree in oncology nursing who wished to participate voluntarily were selected. A total of 23 students participated. The information was recorded and fully transcribed. Triangulation of researchers was used during data analysis. ResultsOne of the most important aspects included in the new tool was the need for a comprehensive approach to people with oncological diseases and their relatives. The students emphasized the need to primarily address the physical, psychological and social dimensions in this approach. ConclusionThis study developed a competency-based assessment template for oncology nurses, which includes the assessment of knowledge, skills and attitudes. The findings could help other oncology nurse educators or professionals to evaluate their training sessions and even their own knowledge in a healthcare setting.

Knowledge, skills, and confidence gaps impacting treatment decision making in relapsed/refractory chronic lymphocytic leukemia and mantle cell lymphoma: a quantitative survey study in France, Germany, and the United States

BackgroundWith recent advancements in the treatment of chronic lymphocytic leukemia (CLL) and mantle cell lymphoma (MCL), healthcare specialists may face challenges making treatment and management decisions based on latest evidence for the optimal care of patients with these conditions. This study aimed to identify specific knowledge, skills, and confidence gaps impacting the treatment of CLL and MCL, to inform future educational activities.MethodsHematologists and hemato-oncologists (HCPs, n = 224) from France (academic settings), Germany, and the United States (academic and community settings) responded to a 15-minute quantitative needs assessment survey that measured perceived knowledge, skills, and confidence levels regarding different aspects of treatment and management of CLL and MCL patients, as well as clinical case questions. Descriptive statistics (cross tabulations) and Chi-square tests were conducted.ResultsFour areas of educational need were identified: (1) sub-optimal knowledge of treatment guidelines; (2) sub-optimal knowledge of molecular testing to inform CLL/MCL treatment decisions; (3) sub-optimal skills when making treatment decisions according to patient profile (co-morbidities, molecular testing results); and (4) challenges balancing the risk of toxicities with benefits of treatment. Over one-third of the respondents reported skill gaps when selecting suitable treatment options and prescribing therapies and reported a lack in confidence to initiate and manage treatment. Larger gaps in knowledge of guidelines and skills in patient assessment were identified in MCL, compared to CLL.ConclusionsThis study suggests the need for continuing medical education specifically to improve knowledge of treatment guidelines, and to assist clinicians in developing skills and confidence when faced with clinical decision-making scenarios of patients with specific comorbidities and/or molecular test results, for example, through case-based learning activities.

Analysis of the Pedagogical Competency of Economics Teachers on the Learning Achievement of Eleventh-Grade Students at Muhammadiyah High School Maumere

The research aims to determine the pedagogical competence of economics teachers at SMA Muhammadiyah Maumere and to ascertain the impact of the pedagogical skills of economics teachers on the academic performance of eleventh-grade students. The research method employed is a qualitative approach, utilizing a case study methodology. The research subjects were economics teachers and high school eleventh-grade students. This research has primary and secondary data. Primary data in this research is from the results of interviews and student grades, while secondary data is from sources such as journals and other documents from volunteers involved in this research. The author collected data using observation, interview, and documentation techniques. Meanwhile, to analyze the data the author uses data reduction, organizing and processing data, interpreting data, and verifying and drawing conclusions. The findings of this research explain that the pedagogical competence of teachers at Muhammadiyah Maumere High School has mastered student character and everything related to learning tools, so the average student score has reached above the minimum criteria. Meanwhile, learning achievement is a change in behavior covering three aspects (cognitive, affective, and motoric) such as mastery, use, and assessment of various knowledge and skills as a result or result of the learning process with factors that influence it are stated in the form of grades given by teachers and teacher competency has a positive effect on student learning achievement, so the higher the teacher's competency, the higher the student learning achievement. Student learning outcomes have a positive influence because students can achieve the desired results. Teacher competency has a positive effect on students' learning outcomes through the student learning process, so it can be concluded that the higher the teacher's personality competency through the student learning process, the higher the student learning achievement.

Barriers to Early Progress in Adult Cochlear Implant Outcomes.

Adult cochlear implant (CI) recipients obtain varying levels of speech perception from their device. Adult CI users adapt quickly to their CI if they have no peripheral "bottom-up" or neurocognitive "top-down" limiting factors. Our objective here was to understand the influence of limiting factors on the progression of sentence understanding in quiet and in noise, initially and over time. We hypothesized that the presence of limiting factors, detected using a short test battery, would predictably influence sentence recognition with practical consequences. We aimed to validate the test battery by comparing the presence of limiting factors and the success criteria of >90% sentence understanding in quiet 1 month after activation. The study was a single-clinic, cross-sectional, retrospective design incorporating 32 adult unilateral Nucleus CI users aged 27 to 90 years (mean = 70, SD = 13.5). Postoperative outcome was assessed through sentence recognition scores in quiet and in varying signal to noise ratios at 1 day, 1 to 2 months, and up to 2 years. Our clinic's standard test battery comprises physiological and neurocognitive measures. Physiological measures included electrically evoked compound action potentials for recovery function, spread of excitation, and polarity effect. To evaluate general cognitive function, inhibition, and phonological awareness, the Montreal Cognitive Assessment screening test, the Stroop Color-Word Test, and tests 3 and 4 of the French Assessment of Reading Skills in Adults over 16 years of age, respectively were performed. Physiological scores were considered abnormal, and therefore limiting, when total neural recovery periods and polarity effects, for both apical and basal electrode positions, were >1.65 SDs from the population mean. A spread of excitation of >6 electrode units was also considered limiting. For the neurocognitive tests, scores poorer than 1.65 SDs from published normal population means were considered limiting. At 1 month, 13 out of 32 CI users scored ≥90% sentence recognition in quiet with no significant dependence on age. Subjects with no limiting peripheral or neurocognitive factors were 8.5 times more likely to achieve ≥90% score in quiet at 1 month after CI switch-on (p = 0.010). In our sample, we detected 4 out of 32 cases with peripheral limiting factors that related to neural health or poor electrode-neural interface at both apical and basal positions. In contrast, neurocognitive limiting factors were identified in 14 out of 32 subjects. Early sentence recognition scores were predictive of long-term sentence recognition thresholds in noise such that limiting factors appeared to be of continuous influence. Both peripheral and neurocognitive processing factors affect early sentence recognition after CI activation. Peripheral limiting factors may have been detected less often than neurocognitive limiting factors because they were defined using sample-based criteria versus normal population-based criteria. Early performance was generally predictive of long-term performance. Understanding the measurable covariables that limit CI performance may inform follow-up and improve counseling. A score of ≥90% for sentence recognition in quiet at 1 month may be used to define successful progress; whereas, lower scores indicate the need for diagnostic testing and ongoing rehabilitation. Our findings suggest that sentence test scores as early as 1 day after activation can provide vital information for the new CI user and indicate the need for rehabilitation follow-up.

Assessment of Communication Skills in Medicine at the Siberian State Medical University

Assessment of Communication Skills in Medicine at the Siberian State Medical University

Sensor-based Approach for Objective Balance Skill Assessment: A Review

Sensor-based Approach for Objective Balance Skill Assessment: A Review

Video-Based Performance Analysis in Pituitary Surgery - Part 2: Artificial Intelligence Assisted Surgical Coaching

Superior surgical skill improves surgical outcomes in endoscopic pituitary adenoma surgery. Video-based coaching programs, pioneered in professional sports, have shown promise in surgical training. In this study, we developed and assessed a video-based coaching program using artificial intelligence (AI) assistance. An AI-assisted video-based surgical coaching was implemented over 6months with the pituitary surgery team. The program consisted of 1) monthly random video analysis and review; and 2) quarterly 2-hour educational meetings discussing these videos and learning points. Each video was annotated for surgical phases and steps using AI, which improved video interactivity and allowed the calculation of quantitative metrics. Primary outcomes were program feasibility, acceptability, and appropriateness. Surgical performance (via modified Objective Structured Assessment of Technical Skills) and early surgical outcomes were recorded for every case during the 6-month coaching period, and a preceding 6-month control period. Beta and logistic regression were used to assess the change in modified Objective Structured Assessment of Technical Skills scores and surgical outcomes after the coaching program implementation. All participants highly rated the program's feasibility, acceptability, and appropriateness. During the coaching program, 63 endoscopic pituitary adenoma cases were included, with 41 in the control group. Surgical performance across all operative phases improved during the coaching period (P < 0.001), with a reduction in new postoperative anterior pituitary hormone deficit (P= 0.01). We have developed a novel AI-assisted video surgical coaching program for endoscopic pituitary adenoma surgery - demonstrating its viability and impact on surgical performance. Early results also suggest improvement in patient outcomes. Future studies should be multicenter and longer term.