Condensed Discriminative Question Set for Reliable Exam Score Prediction

Author(s):  
Jung Hoon Kim ◽  
Jineon Baek ◽  
Chanyou Hwang ◽  
Chan Bae ◽  
Juneyoung Park
Keyword(s):  
Circulation ◽  
2020 ◽  
Vol 142 (Suppl_4) ◽  
Author(s):  
Allison C Koller ◽  
Jon C Rittenberger ◽  
Thomas J Songer ◽  
Andrea L Rosso ◽  
Jessica E Salerno ◽  
...  

Background: Cardiac arrest is a significant public health problem, impacting over 500,000 people in the United States annually. The four major etiologies of arrest are cardiac, respiratory, traumatic, and other. The objective was to determine the impact of etiology on cognition in cardiac arrest survivors using the Montreal Cognitive Assessment (MOCA). Hypothesis: Cardiac arrest etiology impacts cognitive exam score, and patient demographics and characteristics modify that relationship. Methods: A retrospective cohort analysis was performed on all Pittsburgh Post Cardiac Arrest Service (PCAS) patients from 2012-18. Data were acquired through medical record review. T-tests, linear and logistic regression were used to assess the relationships between exam score and modifying factors. MOCA score was analyzed as a binomial variable using a pass/fail threshold of 26/30 points (86.7%) and above for normal cognition. For statistical significance, an alpha level of 0.05 was used. Results: In total, 192 patients completed the MOCA: 104 with cardiac etiology, 35 with respiratory, 4 with trauma, and 49 with other. Median age for all patients was 59.3 years, and 58% were male. Mean (SE) MOCA score for all patients was 72.8 (1.1) percent. When MOCA score was converted to a binomial indicator of normal cognition, respiratory, traumatic, and other etiologies were more likely to exhibit impairment than cardiac etiology arrest when age, sex, witnessed status, length of ICU stay and coma were controlled for (OR: 2.52, 3.43, 2.18 respectively). These findings were nullified when time from arrest to MOCA administration was included. Of the MOCA subcategories, delayed recall was the most severely impacted, with patients recalling an average of 1.67 of 5 words after 5 minutes. Additionally, respiratory arrests performed significantly worse than cardiac etiology arrests in attention (4.1 vs 4.9 points, p=0.004) and language domains (1.9 vs. 2.3, p=0.04). Conclusions: Respiratory, traumatic, and other etiologies were more likely to exhibit abnormal cognition on the MOCA than those with a cardiac etiology. The etiological findings were nullified when time to cognitive examination was controlled for. Timing appears to influence cognitive assessments more than etiology.


2018 ◽  
Vol 8 (2) ◽  
pp. 114
Author(s):  
Dilek Ilhan Beyaztaş ◽  
Sakine Göçer-Şahin

A good analysis of the success factors in the university entrance exam, which is an important step for academiccareers of students, is believed to help them manage this process. Properties such as self-regulation and learningapproaches adopted by students undoubtedly influence their academic achievement as well as their success inuniversity entrance exams. However, it is not exactly known how the direct and indirect relations between thesevariables are, and which variable has more effect on success. This research aims to determine the extent to whichuniversity entrance exam score as dependant variable; and academic achievement, deep, surface and strategiclearning approaches, four sub-dimensions of self-regulatory learning skills scale as independent variables to predictuniversity entrance exam score directly and indirectly; to this end, a path model was developed. Within the scope ofthe research, the data obtained from 445 students in the 4th class of the state-affiliated high schools in the 2016-2017academic year were used. As a result of the research, the most important factor affecting the success of universityentrance exam was found to be diploma grade; while diploma grades raise by using deep learning approaches, theyfall by using surface learning approaches. It was detected that the use of the strategic learning approach reducesuniversity entrance exam scores.


2020 ◽  
Vol 9 (2) ◽  
pp. 686-693
Author(s):  
Heru Suwardianto ◽  
Vitaria Wahyu Astuti

The results showed that most respondents had good critical nursing competency scores including primary assessment: airway assessment (53.8%); breathing assessment  (56.4%); Circulation assessment (61.5%); Disability assessment (56.4%); and Exposure assessment (59%), professionalism (56.4%), critical nursing care competencies (79.5%), Clinical reasoning process (71.8%), Patient safety (61.5%) and critical care exam score (46.2%). The result of statistical test with Pearson test obtained that the primary assessment: airway assessment (ρ = 0.038); circulation assessment (ρ = 0.029); Exposure assessment (ρ = 0.023), competence of critical nursing care (ρ = 0.049), clinical reasoning process (ρ = 0.028) and patient safety (ρ = 0.001) have a significant relationship to the critical care exam score. The implementation of learning methods for journal sharing of critical care has a positive impact on competencies and results in good student competencies.   


2018 ◽  
Vol 7 (4.34) ◽  
pp. 267
Author(s):  
Farida Nursjanti ◽  
Indra Taruna ◽  
Shinta .

As a private college-oriented quality, Widyatama University has some quality commitments including receiving potential prospective students and giving priority to customer satisfaction. However, the university only uses entrance exam score, does not use previous academic performance such as national exam score to select potential prospective students. The aims of this research were to examine and to evaluate the factors which affect students’ First Year Cumulative GPA (FYCGPA) in Widyatama University. This research also investigated the determinants of students’ FYCGPA by the factors to explain variances in FYCGPA. This research used gender, major in high school, national exam score and entrance exam score as independent variables. Stepwise multiple regression analysis was carried out in this study. The result indicated that gender, entrance exam score, and major in high school have significant effect to FYCGPA. The model used in this study showed that 24.6% of the variances in FYCGPA can be explained by gender, entrance exam score, and major in high school. This results show that Widyatama University should consider more factors in selecting potential prospective students and providing services to first year students.  


2020 ◽  
Vol 57 (1) ◽  
pp. 81-86
Author(s):  
Mohd Amiruddin Mohd Kassim ◽  
Ruziana Masiran ◽  
Nicholas Pang

Introduction and Methods: A man diagnosed with sarcoidosis developed partial retrograde amnesia followed by three months of depressive symptoms with panic attacks, which remitted with an antidepressant and a benzodiazepine. However, three months later hallucinations and overvalued persecutory ideations subsequently emerged, only to show partial response to antipsychotic treatment. Results: Sarcoidosis was treated with corticosteroids but serial thorax imaging shows minimal response. Corticosteroid was onboard throughout treatment, corresponding with non-remission of psychotic symptoms. There are persistent subjective cognitive difficulties but Mini Mental State Exam score is full. He is currently being treated with escitalopram, alprazolam and quetiapine. Conclusion: This case illustrated the dilemma between prolonging the corticosteroid therapy for sarcoidosis treatment and the psychiatric sequalae. While symptomatic antipsychotic treatment is effective, multi-disciplinary approach is imperative in determining the duration of the corticosteroid therapy.


2021 ◽  
Author(s):  
Lynn C. Reimer ◽  
Kameryn Denaro ◽  
Wenliang He ◽  
Renee Link

<p> </p><p> </p><p>Converting a first-term, accelerated summer organic chemistry course to a flipped format reduced the achievement gap in the flipped course and in the second-term traditional lecture course between Non-Repeaters taking an accelerated course to “get ahead” and Repeaters taking the course to “get back on track.” The difference in final exam performance in the second-term course was nearly halved, the GPA gap in both courses was reduced, and the gap in passing rate for the second-term course was eliminated. First-generation students who took the first-term course in the flipped format experienced a final exam score boost in the second-term course regardless of repeater status. While most students responded positively to the flipped course structure, repeating students held a stronger preference for the flipped format. These findings provide guidance on how to create courses that promote equity, access and retention of diverse students in STEM.</p>


2009 ◽  
Vol 4 (1) ◽  
pp. 27-36
Author(s):  
Richard Ng ◽  
Abtar Kaur ◽  
Siti Farina Sheikh Mohamed ◽  
Latifah Abdol Latif ◽  
Ramli Bahroom

Open University Malaysia (OUM), Malaysia's first open and distance learning with over 70.000 students, offers more than 51 programs to-date. More than 90% of its students are working adults who are unable to leave their jobs or families behind to pursue their dream of getting a degree. The blended learning approach adopted by OUM provides the flexibility for working adult's to obtain the required paper qualification and to upgrade their knowledge. One of the important elements of blended learning is the use of online discussion forum where learning takes place beyond classroom. Mathematics, a traditionally difficult course, forms part of the prerequisite for students to obtain a business degree at OUM. The adult learners at OUM generally have left school for at least five years and most of them have low grades in Mathematics at O' Level. Thus it is a big challenge for these adult learners to undertake a Mathematics course via online with minimum Face-to-Face contact with their tutors. This paper focuses on the implementation of pro-instruction workshop and supplemental instruction to find its impact on student's online participation and exam results of 88 students. The contents of the online forum were also analyzed using a 34-item instrument derived from the Community of Inquiry model. Results obtained showed that there was a strong correlation between workshop participation and final exam score. Independent samples t-test conducted showed that there was a significant difference between the mean score of online discussion ratio and final examination between participants attached to a tutor conducting the workshop and extended coaching compared to participants attached to another tutor using the normal teaching guide. The means COI score obtained for mathematics between the two tutors indicated that there is a difference in the teaching and cognitive presence but almost similar in the social presence.


2020 ◽  
Vol 10 (7) ◽  
pp. 2357
Author(s):  
Serena Bianchi ◽  
Sara Bernardi ◽  
Enrico Perilli ◽  
Claudia Cipollone ◽  
Jasmine Di Biasi ◽  
...  

The disciplines of biosciences included in the curricula of a nursing degree represent a daunting but crucial type of knowledge that a well-prepared nurse should acquire. Given the importance and the objective difficulties of these courses, nursing students experience anxiety, especially for the anatomy course. This anxiety and the related rate of exam failures lead professors to analyze their teaching approach, by diversifying the lecturing methods. The aim of our study was to test the use of a virtual dissection table (DT) during the anatomy lectures of a nursing course, evaluating the anxiety level before the exam and evaluating the exam score. The feedback of the evaluated student population was positive overall. The integration of the DT in anatomy lectures improved the learning performance and mostly enhanced the self-confidence of the first year nursing students.


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