Learning Performance Enhancement Using Computer-Assisted Language Learning by Collaborative Learning Groups

An optimized group formation scheme to promote collaborative problem-based learning

Many university-taught courses moved to online form since the outbreak of the global pandemic of coronavirus disease (COVID-19). Distance learning has become broadly used as a result of the widely applied lockdowns, however, many students lack personal contact in the learning process. A classical web-based distance learning does not provide means for natural interpersonal interaction. The technology of immersive virtual reality (iVR) may mitigate this problem. Current research has been aimed mainly at specific instances of collaborative immersive virtual environment (CIVE) applications for learning. The fields utilizing iVR for knowledge construction and skills training with the use of spatial visualizations show promising results. The objective of this study was to assess the effectiveness of collaborative and individual use of iVR for learning geography, specifically training in hypsography. Furthermore, the study’s goals were to determine whether collaborative learning would be more effective and to investigate the key elements in which collaborative and individual learning were expected to differ–motivation and use of cognitive resources. The CIVE application developed at Masaryk University was utilized to train 80 participants in inferring conclusions from cartographic visualizations. The collaborative and individual experimental group underwent a research procedure consisting of a pretest, training in iVR, posttest, and questionnaires. A statistical comparison between the geography pretest and posttest for the individual learning showed a significant increase in the score (p = 0.024, ES = 0.128) and speed (p = 0.027, ES = 0.123), while for the collaborative learning, there was a significant increase in the score (p<0.001, ES = 0.333) but not in speed (p = 1.000, ES = 0.000). Thus, iVR as a medium proved to be an effective tool for learning geography. However, comparing the collaborative and individual learning showed no significant difference in the learning gain (p = 0.303, ES = 0.115), speed gain (p = 0.098, ES = 0.185), or performance motivation (p = 0.368, ES = 0.101). Nevertheless, the collaborative learning group had significantly higher use of cognitive resources (p = 0.046, ES = 0.223) than the individual learning group. The results were discussed in relation to the cognitive load theories, and future research directions for iVR learning were proposed.

This study developed a realistic, interactive English blockade-running game that integrates virtual environments and mobile devices to conduct a collaborative and competitive contest to promote English learning among technical college students. In addition, it also explored students’ learning effectiveness, perception of peer collaboration, and the use of grouping strategies for collaborative learning. This study adopted a quasi-experimental design and separated 120 participants into four groups (Baseline, Smartphone, Collaborative Learning, and Smartphone + Collaborative Learning). The procedure included the pretest, English blockade-running contest, peer collaboration perception questionnaire, focus interview, and the posttest at the end of the semester. Our findings in terms of learning effectiveness, the Collaborative Learning Group and the Smartphone + Collaborative Learning Group exhibited significant improvements in their scores. In terms of peer collaboration, we also found that the Smartphone + Collaborative Learning Group reported increased perceptions of collaboration in Take Action and Group Organization dimensions when compared with the Collaborative Learning Group. Regarding grouping strategies for collaborative learning, the Smartphone + Collaborative Learning Group used smartphones to ensure continuous communication between team members during both individual and collaborative blockades. Team members performed their respective duties, jointly participated in the contest, and worked together to overcome the challenges of the different blockades. The implications and research limitations are also discussed in this paper.

Literatures have indicated that well-balanced groups facilitate students’ learning performance in collaborative learning environments. For instructors, to construct well-balanced groups needs to take efforts and time to consider large number of students and characteristics. Hence, how to automatically construct well-balanced collaborative learning groups has been a popular issue for collaborative learning. This paper proposes a genetic algorithm (GA)-based grouping strategy to assist instructors in constructing inter-homogeneous and intra-heterogeneous collaborative learning groups considering multiple student characteristics. Several data sets with different problem sizes, such as number of students and characteristics, are employed as experimental materials. Experimental results have demonstrated that the proposed grouping method is effective, efficient and robust.KeywordsCollaborative learningWell-balanced groupsGenetic algorithm (GA)Multi-objective optimization

The purpose of this empirical study is to identify and address the challenges faced by kindergarten teachers in guiding and implementing collaborative inquiry learning in early childhood group settings from a socio-cultural theoretical perspective. The research was conducted in kindergartens located in Chengxiang, Putian. This study employed interviews to explore teachers' understanding and perception of collaborative learning in groups, as well as the specific issues encountered during its implementation. The research methodology utilized semi-structured interviews with a small sample size of 9 participants, following qualitative research techniques. The main findings of this study offer solutions to the practical problems encountered by kindergarten teachers in organizing and implementing collaborative learning in early childhood groups in third-tier cities, based on Vygotsky's socio-cultural theory. It is important to note that the findings are derived from a limited sample size. Finally, this study concludes by providing practical educational recommendations from the perspective of Vygotsky's socio-cultural theory.

Collaborative learning has grown more popular as a form of instruction in recent decades, with a significant number of studies demonstrating its benefits from many perspectives of theory and methodology. However, it has also been demonstrated that effective collaborative learning does not occur spontaneously without orchestrating collaborative learning groups according to the provision of favourable group criteria. Researchers have investigated different foundations and strategies to form such groups. However, the group criteria semantic information, which is essential for classifying groups, has not been explored. To capture the group criteria semantic information, we propose a novel Natural Language Processing (NLP) approach, namely using pre-trained word embedding. Through our approach, we could automatically form homogeneous and heterogeneous collaborative learning groups based on student’s knowledge levels expressed in assessments. Experiments utilising a dataset from a university programming course are used to assess the performance of the proposed approach.

Introduction Students exhibit less interest in hematology demonstration experiments as they are not expected to do it during their examination. Adopting a different strategy, like collaborative learning, might spark interest, motivate them to work together towards a shared objective, and help further learning and understanding. The current study aimed to assess the effectiveness of collaborative learning in comparison with traditional practical demonstration. Methodology First MBBS students were divided into two groups of 50 each (1 - collaborative learning, 2 - traditional demonstration). In the traditional demonstration, the experiment was demonstrated by faculty using the required materials. In the collaborative learning method, 50 students were divided into groups (seven of seven each) and each group was provided with procedural details of the experiment and requisite materials. At the end of the experiment, assessment was done. In collaborative learning groups, the team cohesion scale (TCS) was employed to analyze group dynamics.Students' perceptions, and feedback regarding collaborative learning as a tool in practical experiments were collected using a five-point Likert scale. Results Post-experiment assessment scores in collaborative learning (8.65±1.54) were significantly higher than the traditional demonstration group (7.06±1.46). High scorers in TCS consistently belonged to groups that completed the experiment on time (positive outcome), whereas students with low scores often belonged to groups that did not complete the experiment (negative outcome). Conclusion Collaborative learning may be used for practical teaching in medical education as it fosters good communication, enables problem-solving, aiding the Indian medical graduate in fulfilling the role of a team member.

This study investigates the impact of English language skills, as assessed by TOEIC (Test of English for International Communication) performance, on career development and the transition to professionalism and understanding how individuals with varying levels of English language proficiency face specific challenges and how these challenges impact their career trajectories. The study utilized and approached mixed methods, combining quantitative analysis of TOEIC scores and career development indicators and qualitative analysis of challenges individuals face. The sample comprised 75 participants from diverse professional backgrounds, representing a range of English language proficiency levels. The sample averaged 720 TOEIC points, indicating moderate English proficiency. Career progression markers included skill acquisition or credentials (1.3), greater responsibility (3.9), and broader job scope (3.7). Ethical behavior, effective communication, leadership, problem-solving, adaptability, and devotion to continual learning were above 4 in the transition to professionalism, indicating a positive trend. As judged by TOEIC scores (r = 0.8, p &lt; 0.05, 0.525, p 0.001), English language skills were strongly connected with work promotions, pay increases, and job satisfaction. These findings suggest that TOEIC performance affects professional advancement. The thematic study revealed language barriers, global resources, professional networks, and cross-cultural collaboration.

The purpose of this study is to verify the mediating effect of interaction among learners in a Web Based Collaboration Learning (WBCL) environment. 254 Korean college students served as test subjects and during the 4 weeks of research period, they studied the Test of English for International Communication (TOEIC) in a web-based collaborative learning system. The interaction between learners was looked into by categorizing the concept into task oriented information sharing activities and relationship oriented communication activities and analyzing the causal relationship between the two activities. Learning performances were measured in individual level. The results are as follows. First, task oriented information sharing activities effect positively on relationship oriented information sharing activities. Second, the managerial characteristics of WBCL had a positive effect on interaction between learners but the systematic characteristics had partial influence on interaction between learners. Third, the interaction between learners completely interconnects the managerial characteristics of WBCL and learning performance but partially interconnects the systematic characteristic of WBCL and learning performance. In conclusion, this study implies that managerial and systematic characteristics of WBCL should be considered on the preferential basis for the WBCL to become successful and interactive activities such as information sharing and communication should be encouraged to be active from a small-size WBCL perspective.

Background/Context Most of the earlier empirical findings deal with motivation regulation in individual learning situations. This study identifies higher education students’ socially constructed motivation regulation in collaborative learning and stresses that regulation of motivation is crucial in socially self-regulated learning because motivation is constantly shaped and reshaped as the activity unfolds. Purpose of Study The purpose of the study is to identity higher education students’ socially constructed motivation regulation in collaborative learning This was studied by collecting data about the students’ (N = 16) experiences of situation-specific social challenges in collaborative learning groups and observing what the students do to overcome these challenges. Research Design The study is a qualitative, multimethod study. Three methods—namely, adaptive instrument, video-tapings, and group interviews—were used to assess the individual- and group-level perspectives on those situations that the students felt were challenging and thus possibly activated joint regulation of motivation. Conclusions Motivation regulation can be identified as a socially constructed activity, and the importance of regulation of motivation in socially self-regulated learning is discussed.

In this chapter the attitude of mothers to the use of computer-assisted language learning (CALL) in their children's language learning was investigated. 118 Iranian mothers were selected based on convenient sampling. Their attitude towards CALL was assessed by a 12-item questionnaire. The result of data analysis revealed that generally mothers have roughly positive attitudes towards CALL. Significant differences were reported when mothers with higher education were compared with those mothers who did not have university degrees. However, gender, age, and mother's profession did not have any role in their attitudes towards CALL.

The purpose of this research is to examine the analysis of key points on collaborative learning groups. The key points include positive interdependence, group accountability performing, and face-to-face promotive interaction and teamwork skills. The positive interdependence is made up of goal interdependence, task interdependence, resource interdependence, role interdependence and reward interdependence. The article concludes that collaborative learning groups are learning colony of social interdependence. The results will be a reference for teachers to promote collaborative learning effectiveness.

The aim of this study was to investigate the effect of adopting a Massive Open Online Courses (MOOC) as primary supplementary material in blended learning classroom on Taiwanese university EFL learners’ English proficiency levels. The study utilized pre- and post-tests of English proficiency, specifically the Test of English for International Communication (TOEIC) by Educational Testing Service (ETS), learners’ learning experience and learners’ satisfaction. In this study, thirty EFL learners at a private university in Northern Taiwan participated in a year-long paired-group study, first under blended learning environment while adopting a MOOC as primary supplementary material and followed by traditional face-to-face learning, with each learning mode lasting one semester. All participants were computer science and information engineering majors with intermediate English proficiency based on university placement exams. During the first semester (Fall 2013), consists of EFL learning via the blended mode of teaching, which partially incorporates student-centered learning utilizing Coursera education platform. While The second semester (Spring 2014), traditional learning mode the course is comprised of EFL instruction in the traditional way, i.e., teacher-fronted instruction and in-class assignments with textbook materials. Several scholars have suggested that instead of replacing courses at higher education institutions, blended learning with the asynchronous distance learning capabilities of MOOCs could enhance the course content and increase learning proficiency. This paper investigated on such exploration, wherein implementing the online learning experience into English for specific purposes (ESP) course at a private university in Northern Taiwan. This research explained to further understand the implications of blended learning at the tertiary education level in Taiwan. The investigator sought a comprehensive approach to the examination of the blended learning model by utilizing three different sections: students’ learning progress, student’s’ learning satisfaction and students’ learning perspectives. Within-group comparison of the students’ mean scores of the pre- and post-test examinations provided the quantitative assessment of learning progress, while open-ended questionnaire responses and interviews provided the qualitative data comprising the students’ perspective. This research provided a blended learning approach whereby there was a mixture of face-to-face and online learning activities where students would integrate the information and data gathered from both platforms to improve on their learning techniques. The result revealed that the improvement of academic performance and learning satisfaction was attributed to the fact that with the MOOCs assistance, students could study their course materials at their own pace and designated time either at home or in their dormitory rooms. Blending MOOC technology integrates synchronous and asynchronous learning tools that transform and improve the education system and provide room for enforcing learners’ active, autonomous, collaborative, interactive and effective learning techniques.

This study aimed to assess the attitudes and perceptions of English-as-a-Foreign-Language (EFL) students towards the use of computer-assisted language learning (CALL) programmes and their perceived view on an online writing system that was developed in the present study by means of a questionnaire, as well as an asynchronous discussion forum. An online writing system was developed and a sample of 30 EFL learners studying at Sharif University of Technology in Iran were assigned to the study. The CALL attitudes of the participants were assessed by a CALL questionnaire, which indicated that Iranian students attached a high value to CALL. Moreover, the comments of the participants that were posted on a discussion forum were analysed with the aid of Henri’s framework, which revealed the presence of certain concepts and themes within the views of learners towards the use of computers in their educational settings. Keywords: Computer-assisted instruction (CAI), computer-assisted language learning (CALL), EFL writing, student attitudes.

The evolving societal landscape and technological advancements have redefined educational demands, leading to notable improvements in teaching methodologies driven by continuous technological evolution. Blended learning, a widely embraced approach, transcends traditional educational boundaries, emphasizing the paramount role of student communication and interaction in an era of extended education beyond physical classrooms. Collaborative learning groups are increasingly integrated into blended teaching, with group formation as a pivotal element. This study draws upon cognitivism, collaborative learning, and social interdependence principles to address issues within group cooperative activities in blended teaching. It leverages the strengths of blended teaching and collaborative learning, designing instructional activities and conducting action research in practical teaching settings. The research methodology unfolds in phases: a literature review explores the current landscape of blended collaborative learning, providing insights into challenges; a theoretical exploration, grounded in educational theory, delves into the design of teaching activities within blended environments; the technical investigation combines collaborative grouping with machine learning to propose innovative grouping strategies; and the action research phase validates findings through specific instructional courses and research subjects.