scholarly journals Predicting students' final exam scores from their course activities

Author(s):  
Michael Mogessie Ashenafi ◽  
Giuseppe Riccardi ◽  
Marco Ronchetti
Keyword(s):  
2016 ◽  
Vol 19 (2) ◽  
pp. 15-31 ◽  
Author(s):  
Yasin Ozarslan ◽  
Ozlem Ozan

AbstractSelf-assessment is vital for online learning since it is one of the most essential skills of distance learners. In this respect, the purpose of this study was to understand learners’ self-assessment quiz taking behaviours in an undergraduate level online course. We tried to figure out whether there is a relation between self-assessment quiz taking behaviours and final exam scores or not. In addition, we investigated how self-assessment quiz taking behaviour differs with respect to learner profile. In line with this purpose, 677 students’ 6092 test events across Project Culture course on Sakai CLE LMS were analyzed. For the analysis of the quantitative data, one-way ANOVA, Chi-Square test of independence, independent-samples t-test and descriptive statistics were utilized. The results revealed that learners who attended self-assessment quizzes regularly had higher final exam scores than others who did not attend those quizzes. Also, they were more satisfied with the course than others study field. In addition, learners who attended selfassessment quizzes regularly had a higher degree of perceived learning. However, number of attempts to those quizzes does not have an effect on final exam scores. On the other hand, a statistically significant relationship was found between attempt number and gender in favour of female learners.


1970 ◽  
Vol 20 (1) ◽  
pp. 32-38
Author(s):  
Sri Suharmini Wahyuningsih ◽  
Tri Darmayanti ◽  
Arifah Bintarti

Online tutorial service was a learning support services provided by the Universitas Terbuka (UT) for its students. In the distance education system, the learning process could be done through the internet. Research on online tutorial learning and services has been done by UT lecturers. This article aimed to map research related to UT's online tutorials, both in the form of research reports and those that have been published in journals. The purpose of mapping was to find out what research topics regarding online tutorials that have been conducted. The research method used was the meta-analysis method, combining various analyzes which then produced a global analysis of online tutorials. The results of this study were online tutorial research could be categorized into five topics, namely a) the relationship between online tutorial values ​​and final exam scores; b) organizing online tutorials; c) the quality of online tutorials; d) online tutorial accessibility; and e) online tutorials as a research tool. Students rated the implementation of online tutorials as good and they were satisfied. The value of online tutorials could contribute to the value of final exam scores. However, the accessibility of online tutorials was still low because it depended on the network and students’ discipline and activeness. Layanan tutorial online merupakan layanan bantuan belajar yang diberikan Universitas Terbuka (UT) untuk para mahasiswanya. Dalam sistem pendidikan jarak jauh proses pembelajaran dapat dilakukan melalui jaringan internet. Penelitian tentang layanan dan pembelajaran tutorial online sudah banyak dilakukan oleh dosen UT. Artikel ini bertujuan untuk memetakan penelitian yang berhubungan dengan tutorial online UT, baik dalam bentuk laporan penelitian maupun yang sudah dipublikasikan di jurnal. Tujuan pemetaan adalah untuk mengetahui apa saja topik penelitian mengenai tutorial online yang sudah dilakukan. Metode penelitian yang digunakan adalah metode meta analisis, menggabungkan berbagai analisis yang kemudian menghasilkan analisis global mengenai tutorial online. Hasil dari penelitian ini adalah penelitian tutorial online dapat dikategorikan menjadi lima topik, yaitu: a) Hubungan nilai tutorial online dengan nilai UAS; b) Penyelenggaraan tutorial online; c) Kualitas tutorial online; d) Aksesibilitas tutorial online; dan e) Tutorial online sebagai sarana atau alat penelitian. Mahasiswa menilai penyelenggaraan tutorial online sudah baik dan mahasiswa merasa puas. Nilai tutorial online dapat berkontribusi terhadap nilai UAS. Namun aksesibilitas tutorial online masih rendah karena bergantung kepada jaringan serta kedisiplinan dan keaktifan mahasiswa.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Mahla Daliri B.O. ◽  
Hassan M. Majd ◽  
Ali Moradi

Abstract Background In COVID 19 era, the literature on e-learning, or particularly m-learning, has considerably increased focusing on the subject of medical knowledge transfer. Considering the importance of orthopedic knowledge for general practitioners and the inadequacy of the orthopedics internship duration in Mashhad University of Medical Sciences (MUMS), we have developed and investigated a smartphone orthopedic educational application named “Orthobox”. Methods In a quasi-clinical before-after trial study, we investigated the benefits of Orthobox application for medical interns attending MUMS orthopedic departments. A total of 120 students (64 and 56 students in control and case groups respectively) were recruited. The application consists of five main parts of medication, common order samples, common prescriptions, cast and splint types, and educational movies. Students who passed the course without getting access to the application (control group) and students who were also using application during the course (case group) were defined, and comparison was done between them objectively through final exam score comparison and subjectively through Visual Analogue Scale (VAS) questionnaire score comparison. Besides, using case group students’ activity report provided by the application panel, correlational analysis was done on their amount of activity on each of the main parts of the application and the corresponding question exam and VAS score separately. Results The case group of the study generally achieved higher final exam scores, mainly on Order question score (P value<0.001). Total VAS scores were also greater in case group (P value =0.001). It has also been identified that there is a notable positive trend between student’s amount of usage of the application and their final exam scores through correlational analysis. This correlation was not significant about students’ application visit numbers and VAS scores. Conclusion These results suggest that m-learning has got the potential to improve students’ medical knowledge and skills by organizing must-to-learn content specified for intern students of orthopedics on one hand, and cause more satisfaction in students about their education on the other hand. Trial registration This study was not registered because it is a quasi-clinical trial study. Level of evidence Level III (Evidence obtained from well-designed controlled trials without randomization (i.e. quasi-experimental).


Author(s):  
Hee Yoon Kwon ◽  
Koray Özpolat

We explored the effects of assessment gamification on students’ content knowledge and perceptions of satisfaction, course experience, learning, and impact of teaching techniques. The course preparation, attendance, quizzes, classroom activities, and team projects of an undergraduate operations and supply chain management course had game elements that accumulate to team advantages in the collaborative midterm and final exam. Interestingly, we found that gamifying assessment activities resulted in significantly lower content knowledge, satisfaction, and course experience. Difference in perceived learning was not significant. Also, team exam scores were significantly lower in the gamified group, whereas individual exam scores were not significantly different. This study contributes to the literature by providing empirical evidence that gamification in classroom may produce unintended consequences and implementing gamification restrictively to assessment is ineffective at best. Directions for further research are discussed.


2018 ◽  
Vol 7 (1) ◽  
pp. 93
Author(s):  
Victoria Ingalls

Many studies have argued the negative effects of external rewards on internal motivation while others assert that external motivation does not necessarily undermine intrinsic motivation. At a private university, students were given the option to earn bonus points for achieving mastery in the online homework systems associated with Statistics and Pre-Calculus courses. The results showed a significant difference in online homework grades and final exam scores, dependent upon when the incentive was given. The findings of this research suggest that college students thrive when incentivized. When compared to the students who were not incentivized, the incentivized group had a statistically significantly higher mean for both online homework scores and final exam scores. Many of the incentivized students chose to take the opportunity to earn the bonus points to increase the final semester grade, which apparently also helped to increase the content knowledge necessary for the final exam.


2018 ◽  
Vol Volume 9 ◽  
pp. 259-265 ◽  
Author(s):  
Jasim Alabbad ◽  
Fawaz Abdul Raheem ◽  
Ahmad Almusaileem ◽  
Sulaiman Almusaileem ◽  
Saba Alsaddah ◽  
...  

Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 2981-2981
Author(s):  
Amany R. Keruakous ◽  
Teresa A. Scordino ◽  
James N. George ◽  
Leslie Renee Ellis ◽  
Myles Nickolich ◽  
...  

Abstract Introduction: Hematologic malignancy is a complex science that requires the integration of numerous advanced pathology techniques, including flow cytometry, genomic analysis, and molecular diagnostics, for diagnosis and risk stratification to guide management plans and optimize patient care. Understanding the methodology and proper utilization of new laboratory test methodologies relevant to patient care are required competencies for graduating hematology/oncology trainees, put forth by the Accreditation Council for Graduate Medical Education (ACGME). Therefore, these competencies are heavily tested on specialty board certification exams. We aimed at familiarizing our trainees with distinct laboratory test methodologies, and classifications of hematologic neoplasms from a hematopathologist's perspective. Simplifying such a complex science is a potential way to help trainees conceptualize the proper uses of several diagnostic tests. A shared understanding of clinical and pathologic approaches to hematologic malignancies will lead to improved advanced knowledge in the field, test-taking capabilities and reflect on patient care. We hypothesized that delivering cross-discipline training will improve the level of knowledge for our trainees, and reflect on the hematology in-training-exam scores and subsequently improve the American board of hematology participation and pass rates. Method: Curriculum Description: We developed a cross-discipline curriculum, three-month experience that included rigorous training in advanced hematopathology focused on hematologic malignancies. The curriculum included two hours per week, hybrid style interactive sessions --online/in-person classes--. A self-directed component included pre-class readings and pre- and post-weekly quizzes. The in-person sessions included interactive, case-based seminars guided by cross-discipline faculty members. Instructors for the curriculum included a malignant hematologist and a hematopathologist. The enrollment to the described curriculum made available for all hematology-oncology fellows, internal medicine residents, and advanced practice providers (APPs). This project was accomplished as part of the ASH Medical Educator Institute. Evaluation plan: Trainees were given pre- and post-intervention case-based exams as well as pre- and post-quizzes every week, to assess their knowledge and level of progression. For hematology fellows, trainee's performance on in-training exams (ITEs) was also compared to a historical control group of trainees from the same program. Results: The training included twenty-six participants, eight hematology-oncology fellows, five medical residents, six APPs, and seven faculty. Faculty participants were excluded from the performance evaluation to avoid bias introduction. Pre-class surveys and quizzes were collected to measure baseline knowledge of different hematology subjects and to guide the focus of the training based on common weaknesses amongst a majority of participants. Eighty-six percent of participants elected to attend the training to improve their clinical practice experience and exam scores, the rest intended to network academically. Before each session, participants finished the pre-session quizzes that was compared to the post-session quizzes. We report the persistent positive impact of the sessions on the trainees' weekly performances. We measured the overall impact of the training, comparing the pre-intervention exam with midterm and final exam scores, which also significantly increased compared to pre-intervention scores. (Figures 1 & 2) For hematology Oncology trainees, we also measured the impact of this training on their in-training-exam scores, compared to historical controls from the same fellowship program. For the hematology in-training exam scores, we noticed a significant improvement after the intervention for the year 2021 compared to the year 2020. An increase in the program means score, which reflected on the program overall performance with an increase in our percentile rank by approximately 14 points. Conclusion: Developing a cross-discipline interactive training curriculum is an innovative method to enhance the hematology-oncology trainees' experience. It promoted their level of knowledge and improved exam skills, which is reflected in the annual in-training exam scores. Figure 1 Figure 1. Disclosures Ellis: Rafael Pharmaceuticals: Consultancy.


2010 ◽  
Vol 3 (7) ◽  
pp. 57-72
Author(s):  
Lester Hadsell ◽  
Raymond MacDermott

An extensive database of exam scores is studied to determine the effects of a grading policy that drops the lowest exam score. We find evidence that some students engage in strategic behavior, either by understudying for one of the exams or missing one altogether, but the vast majority of students show no evidence of strategic behavior. We also find evidence that many students “satisfice”, showing how a large percentage of students passed up an expected improvement in their course grade. We find that the probability a student will choose to complete an optional final exam is inversely related to their grade going into the final. Further, the likelihood of a student completing the final exam rises with the spread between prior exam scores and falls with the points needed to raise their course grade.


2021 ◽  
pp. 0013189X2110525
Author(s):  
Linda Bol ◽  
Monica Christina Esqueda ◽  
Diane Ryan ◽  
Sue C. Kimmel

What difference do open educational resources (OER) make compared with publisher content (non-OER) when costs and instructors remain constant? A total of 215 community college students enrolled in online, introductory courses were randomly assigned to OER or non-OER sections and compared on retention at the tuition drop date, completion with a C or better, course completion, and mean final exam scores. Students in the OER sections were retained and persisted at a statistically significant higher rate, lending credibility to the findings of former studies regarding retention and persistence rates in courses taught with OER materials. No statistically significant differences were found on completion rates or final exam scores. OER course materials should be considered in broader initiatives for student success in community colleges.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Michael Joseph Figuccio ◽  
Marla Johnston

PurposeKahoot! is a free e-learning tool that employs game-based learning which is often considered a best practice in education. The aim of the current study is to assess the effectiveness of Kahoot! in a child development course.Design/methodology/approachSections of child development were randomized in terms of review format prior to exams one and two. All sections had a Kahoot! review prior to the final exam. Regression analyses were employed to determine the optimal set of predictors of exam scores. Students also completed a survey assessing their opinions of Kahoot! reviews.FindingsKahoot! scores accounted for 31.3% of the variability in exam 1 scores, 11.1% of the variability in exam 2 scores and 19.9% of the variability in final exam scores. Students reported that Kahoot! made class more interactive and that Kahoot! helped their learning of course concepts. These findings indicate that Kahoot! is an effective review tool. Furthermore, students reported that the use of Kahoot! was a positive experience that added to their understanding of the topics taught in the child development classroom.Practical implicationsTo foster student engagement, instructors should consider incorporating game-based learning in their courses.Originality/valueThis study demonstrates that Kahoot! is an effective review tool in a sample of undergraduate students. Furthermore, this study indicates that Kahoot! promotes student engagement.


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