scholarly journals Estimating Learner’s Confidence Level for Multiple choice Questions Using the Penalized Regression Method

Author(s):  
Tomomasa Yamasaki ◽  
Takashi Kaburagi ◽  
Kaoru Kuramoto ◽  
Satoshi Kumagai ◽  
Toshiyuki Matsumoto ◽  
...  
BDJ Open ◽  
2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Renata Grazziotin-Soares ◽  
Coca Blue ◽  
Rachel Feraro ◽  
Kristen Tochor ◽  
Thiago Machado Ardenghi ◽  
...  

Abstract Introduction The aim of this study was to better understand the interfaces of being correct or incorrect and confident or unconfident; aiming to point out misconceptions and assure valuable questions. Methods This cross-sectional study was conducted using a convenience sample of second-year dental students (n = 29) attending a preclinical endodontics course. Students answered 20 multiple-choice questions (“basic” or “moderate” level) on endodontics, all of which were followed by one confidence question (scale). Our two research questions were: (1) How was the students’ performance, considering correctness, misconceptions, and level of confidence? (2) Were the questions valuable, appropriate and friendly, and which ones led to misconceptions? Four situations arouse from the interrelationship between question correctness and confidence level: (1st) correct and confident, (2nd) correct and unconfident, (3rd) incorrect and confident (misconception) and (4th) incorrect and unconfident. Statistical analysis (α = 5%) considered the interaction between (a) students’ performance with misconceptions and confidence; (b) question’s difficulty with correctness and confidence; and (c) misconceptions with clinical and negative questions. Results Students had 92.5% of correctness and 84.6% of confidence level. Nine students were responsible for the 12 misconceptions. Students who had more misconceptions had lower correctness (P < 0.001). High achieving students had low confidence in their incorrect responses (P = 0.047). ‘Moderate’ questions had more incorrectness (P < 0.05) and less confidence (P = 0.02) than ‘basic’. All questions were considered valuable [for example, the ones that presented images or required a mental picture of a clinical scenario, since they induced less misconception (P = 0.007)]. There was no difference in misconceptions between negative questions and other questions (P = 0.96). Conclusion Preclinical endodontic students were highly correct and very confident in their responses. Students who had more misconceptions had also the lowest performance in the assessment. Questions were valuable; but some will worth further improvement for the future. A multiple-choice assessment, when combined with confidence questions, provided helpful information regarding misconceptions and questions value.


Informatica ◽  
2017 ◽  
Vol 28 (4) ◽  
pp. 609-628
Author(s):  
Ali Fahmi ◽  
Cengiz Kahraman

2017 ◽  
Vol 32 (4) ◽  
pp. 1-17 ◽  
Author(s):  
Dianne Massoudi ◽  
SzeKee Koh ◽  
Phillip J. Hancock ◽  
Lucia Fung

ABSTRACT In this paper we investigate the effectiveness of an online learning resource for introductory financial accounting students using a suite of online multiple choice questions (MCQ) for summative and formative purposes. We found that the availability and use of an online resource resulted in improved examination performance for those students who actively used the online learning resource. Further, we found a positive relationship between formative MCQ and unit content related to challenging financial accounting concepts. However, better examination performance was also linked to other factors, such as prior academic performance, tutorial participation, and demographics, including gender and attending university as an international student. JEL Classifications: I20; M41.


Author(s):  
Sri G. Thrumurthy ◽  
Tania Samantha De Silva ◽  
Zia Moinuddin ◽  
Stuart Enoch

Specifically designed to help candidates revise for the MRCS exam, this book features 350 Single Best Answer multiple choice questions, covering the whole syllabus. Containing everything candidates need to pass the MRCS Part A SBA section of the exam, it focuses intensively on the application of basic sciences (applied surgical anatomy, physiology, and pathology) to the management of surgical patients. The high level of detail included within the questions and their explanations allows effective self-assessment of knowledge and quick identification of key areas requiring further attention. Varying approaches to Single Best Answer multiple choice questions are used, giving effective exam practice and guidance through revision and exam technique. This includes clinical case questions, 'positively-worded' questions, requiring selection of the most appropriate of relatively correct answers; 'two-step' or 'double-jump' questions, requiring several cognitive steps to arrive at the correct answer; as well as 'factual recall' questions, prompting basic recall of facts.


Author(s):  
Dom Colbert

Specifically written for those preparing for examinations and practitioners in travel medicine, MCQs in Travel Medicine contains over 600 multiple choice questions with detailed explanations which both teach and challenge the reader. Questions are group by topic which is ideal for revision, enabling you to focus on specific areas including adventure travel, travellers' diarrhoea, malaria, sexually transmitted disease, and drugs used in travel medicine. The style and format of the questions mirror the format of the exam questions, and the book includes a self-test to aid revision. This easy-to-read comprehensive book is ideally suited for those in busy day-to-day practices and those preparing for examinations in travel medicine including the Certificate Exam of the International Society of Travel Medicine.


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