scholarly journals TaBAT: Design and Experimentation of a Learning Analysis Dashboard for Teachers and Learners

10.28945/4820 ◽  
2021 ◽  
Vol 20 ◽  
pp. 331-350
Author(s):  
Yassine Safsouf ◽  
Khalifa Mansouri ◽  
Franck Poirier

Aim/Purpose: Since the beginning of the COVID-19 pandemic, many countries have adopted online education as an alternative to face-to-face courses. This has increased awareness of the importance of analyzing learning data left by students to improve and evaluate the learning process. This article presents a new tool, named TaBAT, created to work with different LMSs in the form of dashboards accessible online and allowing teachers to monitor the progress of their learners and at the same time allow learners to visualize their learning process. Background: TaBAT is designed based on the results of our previous research on factors that can influence the success of online learners, where we proposed and statistically validated a model for assessing the success of online learners called e-LSAM (e-Learner Success Assessment Model). Methodology: Two studies are presented in this article. The first one is conducted on a group of students from two classes (each composed of two groups) of a higher institute in Morocco, who participated in courses organized in blended learning on the Moodle platform. For each class, one of the two groups had access to the experiment to use the TaBAT tool (exposed group) to analyze the learning traces, while the second group did not have access to the dashboard (control group). The second study aimed to understand the impact of the usage of the TaBAT tool on the two exposed groups. Contribution: The purpose of this article is to present a new analysis tool as well as to test this tool and to evaluate its impact on self-regulation and the prediction of academic success and, finally, to see how these students evaluate this tool. Findings: The results of the TaBAT usage demonstrate the effectiveness of the success algorithm, based on our theoretical model e-LSAM. The results also prove that this tool was able to increase the performance of the students of both groups exposed. The general evaluations of the participants also confirmed these results. Impact on Society: The article proposes a tool for institutions to facilitate the monitoring and control of students’ learning process. The tool provides visual information for teachers to study and react to in the educational context and gives students visualizations to promote their self-reflection and increase their performance and academic success. Future Research: Generalize the use of the TaBAT tool, incorporating both private and public institutions, in order to confirm the results obtained in this article and at the same time improve the self-regulation and academic success of learners.


2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Hyun Jin Cho ◽  
Michael R. Melloch ◽  
Chantal Levesque-Bristol

Abstract Background Active learning pedagogy has recently received a great deal of attention, and many universities have attempted to create student-centered learning environments to improve students’ academic success. The purpose of this study is to explore the impact of concept-point-recovery (CPR) teaching sessions as an active learning strategy on students’ perceptions of the learning environment, motivation, and academic learning outcomes in an electrical engineering course. To investigate the effectiveness of CPR sessions, students’ perceptions of learning and their performance were compared to those of students in a control classroom. Finally, students’ written comments on the course and instructor were explored in further analysis. Results The quantitative findings revealed that there was a significant change in students’ perceptions of learning after the CPR teaching sessions, and there was an increase in students’ perceptions and learning outcomes compared with those of the control group. In addition, the qualitative findings from students’ written feedback demonstrated that students felt that the instructor cared about students’ learning and success and that they had a positive learning environment. Conclusions CPR teaching sessions can be an alternative model for instructors to connect with students and create supportive environments to help students achieve academic success, which in turn promotes the satisfaction of students’ basic psychological needs and self-determined motivation. Therefore, increasing students’ engagement in their learning processes and making connections with students through CPR teaching sessions can facilitate improvements in students’ motivation and academic success. How this new active learning technique can be applied to higher education is discussed.



2021 ◽  
Vol 2 (2) ◽  
pp. 99
Author(s):  
Wasti Reviandani

The teaching and learning process is the core of education. Everything that has been programmed will be carried out in the teaching and learning process where interaction and involvement is needed between educators and students with materials as the medium. Teaching activities at the strata 1 level involve educators called lecturers and students called students. In general, teaching activities are carried out offline, which involves direct interaction between lecturers and students. At the beginning of 2021, rumors began to appear that there was a global disaster of the Corona Virus Disease (COVID-19) pandemic, which initially Indonesia considered that the Corona virus was impossible to enter Indonesia. However, the development of the virus is so fast. Indonesia finally announced in early March 2021 as a country experiencing the impact of the global disaster due to the COVID -19 pandemic. This study wants to find out how effective it is to use blended learning by using google classroom and zoom to improve the understanding of FEB students at Muhammadiyah University of Gresik. This research is a quantitative research using causal clause relationship, using SPSS version 23.0 analysis tool. The results obtained from this study are that the Google Classroom and Zoom applications partially and simultaneously have a significant positive effect on student understanding.



2021 ◽  
Vol 1 (2) ◽  
pp. 117-129
Author(s):  
Franty Faldy Palempung ◽  
Ferry J N Sumual

­Abstrak: Tulisan ini secara spesifik memaparkan dampak metode pembelajaran daring bagi ketuntasan belajar siswa. Peristiwa Covid-19 yang terjadi awal tahun 2020 hingga sampai sekarang, masih menyebakan kesulitan bagi semua element. Imbas dari pandemi ini di sektor Pendidikan mengharuskan pembelajaran online dilaksanakan. Akibat dari penerapan pembelajaran daring ini, masih menyebabkan kesulitan bagi sebagai indvidu bahkan institusi karena masih belum lengkapnya pra-sarana dalam kegiatan pembelajara daring. Topik ini ditulis dengan menggunakan metode kualitatif deskriftif dengan pendekatan studi literatur. Hasil pada uraian ini mengemukakan bahwa pengertian ketuntasan belajar menurut Permendikbud adalah pencapaian kompetensi sikap, pengetahuan, dan keterampilan meliputi ketuntasan penguasaan substansi dan ketuntasan belajar dalam konteks kurun waktu belajar. Ketuntasan belajar peserta didik merupakan komponen keluaran yang diperoleh dari hasil suatu proses pembelajaran yang didukung oleh orang tua, guru dan lingkungan. Berhasil tidaknya pembelajaran daring bagi ketuntasan pembelajaran, diperlukan kerja sama semua komponen Pendidikan itu sendiri.Abstract: This paper specifically describes the impact of online learning methods on the completion of student learning. The Covid-19 event that occurred in early 2020 until now, still makes it difficult for all elements. The impact of this pandemic in the Education sector requires that online learning be implemented. As a result of the application of online learning in, still causes difficulties for as an individual even an institution because it is still incomplete pre-facilities in the activities of online learners. This topic is written using qualitative methods with a literature study approach. The results in this description suggest that the understanding of the completion of learning according to Permendikbud is the achievement of attitude competence. Knowledge, and skills include the completion of the mastery of substance and the completion of learning in the context of the study period. The completion of learning of learners is a component of the output obtained from the results of a learning process supported by parents, teachers and the environment. The success of online learning for the completion of learning, requires the cooperation of all components of Education itself.



Author(s):  
Lesley S. J. Farmer

This chapter focuses on curriculum development issues as they apply to online education. Curriculum and its development are defined and contextualized within online learning environments. The development of online-delivered curriculum is impacted by social forces, the treatment of knowledge, human development, the learning process, technology, and management issues.



Author(s):  
Yin Yin Khoo ◽  
Robert Fitzgerald

This study examines the impact of using cartoons shared through mobile devices to promote awareness and to aid in the development of financial literacy among Economics students in Malaysia. The study also investigates the use of these ‘mobile cartoons' to develop students' communication skills. The study involved a quasi-experimental methodology investigating the learning outcomes of 91 undergraduate students. Data was acquired through surveys and interviews. The results showed a higher mean for the experimental group (Mobile Learning Collaborative) than the control group (Conventional Collaborative). Future research may focus on the improvement in the design of the intervention with a particular focus on expanding the range of cartoon characters.



2018 ◽  
Vol 122 (2) ◽  
pp. 670-688 ◽  
Author(s):  
Denise K. Whitford ◽  
Andrea M. Emerson

There have been long-term concerns regarding discriminatory discipline practices used with culturally and linguistically diverse students, with little research on the impact teacher-centered empathy interventions may have on this population. This randomized pretest–posttest control group design investigates the ability of a brief empathy-inducing intervention to improve the implicit bias of pre-service teachers, as measured by the Implicit Association Test. We found the empathy intervention statistically significant at decreasing the implicit bias of White female pre-service teachers toward Black individuals ( F = 7.55, η2 = 0.22, p = 0.01). Implications and future research are discussed, including extended intervention periods.



2020 ◽  
Vol 6 (4) ◽  
pp. 233-237 ◽  
Author(s):  
Dorien T A M Kooij

Abstract We live in an unusual time, which effects all of us in different ways. Due to the Covid-19 pandemic, some people are working harder than ever, some people have lost their job, some people can only work from home, and some people have to reinvent how they work (Kniffin et al., 2020). Older 50+ workers might even be more affected by the pandemic compared to younger workers because they are labeled as vulnerable and as being at risk in terms of Covid-19 (Ayalon et al., 2020). However, emerging studies on the impact of Covid-19 suggest that older workers respond more effectively to measures that counter Covid-19 (Losada-Balter et al., 2020). This is in line with the lifespan developmental perspective, which theorizes and demonstrates that older adults generally are very capable of adapting and very effective in dealing with the aging process (Baltes and Baltes, 1990; Freund, 2008). Multiple studies show that older adults engage in various self-regulation strategies aimed at continuously maintaining or restoring person-environment fit (e.g., Kooij et al., 2020; Taneva and Arnold, 2018; Zacher, Kooij, & Beier, 2018a) thus helping them to age successfully at work. In this commentary, I will take a more positive perspective on older workers and discuss the self-regulation strategies that older workers engage in and how organizations can stimulate this. I will end my commentary with some suggestions for future research.



2006 ◽  
Vol 23 (1) ◽  
pp. 55-72 ◽  
Author(s):  
Carol Markie-Dadds ◽  
Matthew R. Sanders

AbstractFew studies have examined the impact of parenting interventions for families in rural and isolated areas who have children with conduct problems, where access to professional services can be difficult. The present investigation compared the effects of three conditions, two levels of self-directed behavioral family intervention: an enhanced self-directed program that combined a self-help program using written materials and a weekly telephone consultation (ESD), a self-help program (SD) and a waitlist control group (WL). At postintervention the ESD group reported significantly lower levels of disruptive behaviour, and lower levels of dysfunctional parenting than the SD and WL controls, and higher levels of consumer satisfaction. At 6 months follow-up the main effects for the ESD group had been maintained. The SD group continued to evidence improvement from postintervention to follow-up such that 65% of children in the ESD condition and 57% of children in the SD condition showed clinical reliable change on measures of disruptive behaviour. Implications of findings and directions for future research are discussed.



1996 ◽  
Vol 11 (2) ◽  
pp. 150-157 ◽  
Author(s):  
Mark G. Wilson ◽  
Cynthia Jorgensen ◽  
Galen Cole

Purpose. To examine the individual and organizational health effects of HIV/AIDS interventions conducted at the worksite. Search Methods. This review is part of a series of reviews that used search methods described in an introductory article. To supplement these methods, HIV/AIDS-specific periodicals were searched to include journals that might not be incorporated in the computerized databases. Twelve of the 20 articles identified through the Centers for Disease Control and Prevention and our own subsequent searches met the criteria and were included in this review. Findings. Ten of the 12 studies reviewed reported positive effects of employee education programs on knowledge or attitudes. Nine of the studies involved health care workers or employees with potential occupational exposure to HIV, and nine lacked a comparison or control group. None of the studies however, examined the effects of policies, manager training, or family education on the organization or person. Conclusions. Methodologic weaknesses in many of the studies reviewed, coupled with the small number of studies, led us to conclude that the research literature on worksite HIV/AIDS interventions is weak. Impact is, however, plausible. Future research should be directed toward developing valid measures of key variables, controlling for confounding factors, and ultimately examining the impact of organizational factors.



2016 ◽  
Vol 30 (3) ◽  
pp. 475-498 ◽  
Author(s):  
Lesley A. Ross ◽  
Briana N. Sprague ◽  
Christine B. Phillips ◽  
Melissa L. O’Connor ◽  
Joan E. Dodson

Objective: Physical functioning is closely associated with cognition. The current study assessed the impact of three cognitive training programs on objective measures of physical functioning across 5 years. Method: Older adults randomized to a processing speed ( n = 702), reasoning ( n = 694), or memory ( n = 703) training intervention were compared with those randomized to a no-contact control condition ( n = 698). Intention-to-treat (ITT) and treatment-received/dosage (time-varying number of training sessions) analyses were conducted. Results: There were no transfer effects in the ITT analyses. Treatment-received models demonstrated that training sessions (i.e., higher dosage) across all intervention arms transferred to better maintained Digit Symbol Copy and Turn 360 performance relative to the control group. More reasoning training transferred to better grip strength. Discussion: This is the first study to demonstrate differential longitudinal cognitive training transfer effects to three performance-based physical functioning measures. Future research should investigate mechanisms of far-transfer effects.



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