• Title/Summary/Keyword: Learning Factors

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A Hierarchical Evaluation for Success Factors of the Mobile-Assisted Language Learning Using AHP

  • Kim, Gyoo-mi;Lee, Sang-jun
    • International Journal of Contents
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    • v.13 no.3
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    • pp.25-31
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    • 2017
  • With tremendous advancement of information and communication technologies, mobile learning systems have been widely adopted in language learning contexts, and several frameworks have been developed for identifying and categorizing different factors of mobile-assisted language learning (MALL). However, pre-existing frameworks have limitations when evaluating the importance level of criteria. The purpose of this study is to develop a comprehensive hierarchical framework for identifying and categorizing success factors of MALL and prioritizing them according to the importance level. To do that, AHP method is used to quantitatively estimate weight values of MALL criteria. Results reveal that the priority of MALL criteria is ordered as follows: content, system, learner, language learning. Local weights of each criterion are also analyzed; for example, usefulness, accuracy, and authenticity are critical factors for improving MALL contents. Ease of use and mobility of MALL systems are also considered more critical than other systematic factors. In addition, availability of immediate feedback and self-directness has the highest weight values of importance. The findings of the study are discussed regarding hierarchical orders of MALL criteria and conclude that successful MALL implementation may be achieved if related elements are diversely measured and evaluated. Pedagogical implications and suggestions for further research are also presented.

Anthropomorphic Design Factors of Pedagogical Agent : Focusing on the Human Nature and Role (학습용 에이전트 의인화 설계 요인: 인간성과 역할을 중심으로)

  • Shim, Hye Rin;Choi, Junho
    • The Journal of the Korea Contents Association
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    • v.22 no.2
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    • pp.358-369
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    • 2022
  • The purpose of this study is to verify the anthropomorphic design factors of pedagogical agents that can enhance user experience in learning foreign languages (English) through smartphones. In this study, when designing a pedagogical agent that delivers content, the presence or absence of the agent's image, the degree of human nature (HN), and role setting (leader vs. companion) among the anthropomorphic factors that influence facilitating learning, credibility, and engagement perception. As a result of the experiment, HN alone did not show a facilitating learning effect, and images and roles improved not only the facilitating learning effect but also other user experience factors. When HN factors were designed in combination with image and role factors, they were effective in overall user experience effects such as facilitating learning, credibility, and engagement.

Study on the Effective Factors of Learning Motivation and Achievement of the Digital Textbook using a Structural Equation Model (구조방정식 모델을 이용한 디지털교과서의 학습동기 및 학업성과 영향요인에 관한 연구)

  • Baek, Hyeon-Gi;Kim, Pan-Soo;Ha, Tai-Hyun
    • Journal of Digital Convergence
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    • v.6 no.1
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    • pp.123-135
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    • 2008
  • In this study it is aimed to find out the relationship between the effective factors on learning motivation of the digital textbook. To carry on such exploration the learning motivation theory of Keller has been taken as the theoretical background. This is an experimental research with the data collected from 310 students who took the digital textbook class in the computer-mediated environment. It is compared and verified whether the factors causing learning motivation of the ARCS model embedded in the offline class influence on learner's motivation and achievement. With the outcomes, it has been tried to find out some practical suggestions for the achievement of the digital textbook. The results of the data show that the learning motivation of the digital textbook is significantly influence on the learning achievement.

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Relationship between Course Evaluations and Learning Achievement for the Software Lecture in General Education

  • Jeong, Hwa-Young
    • Journal of Advanced Information Technology and Convergence
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    • v.10 no.2
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    • pp.103-110
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    • 2020
  • The course evaluations was used to collect the students' opinion and verify the learning performance for a long time. However, many evaluations' methods are not consider each characteristics of the course, and many courses were presented to students with the same question for the course evaluations. This research aims to make a learning success model considering the questionnaire of course evaluations and relationship between the factors of learning and learning satisfaction/benefit. In order to make a model, we identify the items of the questionnaire and distinguish the factors considering the items. The factors are Information Quality, Knowledge Quality, System Quality and Service Quality. Consequently, the research shows the connection and relationship between them and learning satisfaction/benefit.

A Study on the Effects of Learning Motivation Factors of the Cyber Home Study Contents using Structural Equation Model on Learning Satisfaction and Activation (구조방정식 모형을 이용한 사이버가정학습 콘텐츠의 학습동기요인이 학습만족과 활성화에 미치는 영향에 관한 연구)

  • Yang, Seung-Gu;Baek, Hyeon-Gi
    • Journal of Digital Convergence
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    • v.6 no.2
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    • pp.145-155
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    • 2008
  • The purpose of this research is to investigate the effects of the Cyber Home Learning Motivation Factors on its satisfaction and activation through surveying the actual conditions among the students present at a cyber home learning class. For this study, samples were collected around the end of a term from the students(300 in pilot test and 248 in main test) who were taking Cyber Home Lecture at high school level. Structural equation model by AMOS 5.0 was used to analyze the data. The result of our analysis is summarized as follows. First, the cyber home learning satisfaction has a positive effect on the cyber home learning activation. Second, the 4 factors of the cyber home learning motivation: relevancy, self-confidence and satisfaction has a positive effect on the cyber home learning satisfaction. But the factor 'attention' has no positive effect on the cyber home learning satisfaction. Therefore, the Good Cyber Home Learning Contents should provide the information quality which meets 3 conditions: relevancy, self-confidence and satisfaction.

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Development of a Collaborative e-Learning Evaluation Model (이러닝 협동학습 평가 모델 개발)

  • Uyanga, Tserengombo;Lee, Kilhung
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.11 no.1
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    • pp.135-144
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    • 2015
  • This study aims to propose an evaluation model that enables cooperative learning using e-Learning system. Even if the teacher and the student are not in the same place at the same time, the team project deliverable submitted by the student to the online system can be viewed by the teacher, enabling the teacher to assess the student not only based on the project but also in many other aspects. The proposed e-learning cooperative learning model allows the development of assessment factors, using such factors in assessment of the student's activities which are performed through the e-learning system, and the feedback of the results to the student so that the student is further motivated for learning. The teacher performs a comprehensive assessment of such factors, which is considered in conjunction with the student's assessment. Implementing the cooperative learning model proposed in this study in various e-learning systems such as Moodle is expected to motivate the student for learning, produces better cooperative learning results, provides greater convenience of assessment to the teacher, and improves fairness of assessment by showing the student's activities in real time.

A Study on the Effect of Digital Literacy Competency on Learning Flow Earning Satisfaction and Learning Outcomes of College Students Majoring in Aviation Service (항공서비스전공 대학생의 디지털 리터러시 역량이 학습몰입, 학습만족, 학습성과에 미치는 영향에 관한 연구)

  • Kim, Ha Young
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.30 no.3
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    • pp.38-53
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    • 2022
  • Recently, the acquisition and production of information using digital tools and the creation of new knowledge are emphasized as important educational elements. Therefore, in this study, the effect of learning achievement according to the digital literacy level of college students was analyzed. For the analysis, a questionnaire is conducted with college students majoring in aviation services attending universities in Seoul Capital Area and Chungcheong area. To verify the hypothesis of the study, demographic characteristics are identified based on the questionnaire, reliability and validity of measurement items are verified, and structural equation model analysis is performed to verify the hypothesis. The analysis results are as follows. First, among the sub-factors of digital literacy competency of college students majoring in aviation service, 'technology use' is found to have a positive effect on 'cognitive flow' and 'emotional flow' of learning flow except 'behavioral flow'. Second, among the sub-factors of digital literacy competency, 'self-learning' is found to have a positive effect on 'cognitive flow', 'emotional flow', and 'behavioral flow' in learning flow. Third, the sub-factors of learning flow, 'cognitive flow', 'emotional flow', and 'behavioral flow' have a positive effect on 'learning satisfaction'. Fourth, 'learning satisfaction' is found to have a positive effect on 'learning outcomes'. Based on the research results, practical support measures and strategies for educational success are presented.

A study on academic self-efficacy and self-directed learning attitude of the EMT students (일부 응급구조과 학생들의 학업적 자기효능감과 자기주도적 학습태도에 관한 연구)

  • Choi, Gil-Soon;Chae, Min-Jeong
    • The Korean Journal of Emergency Medical Services
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    • v.17 no.1
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    • pp.51-62
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    • 2013
  • Purpose : The purpose of this study was to verify the effects of academic self-efficacy on self-directed learning attitude of emergency medical students. Methods : A total of 209 emergency medical technology students filled out the questionnaire after receiving the informed consents. The questionnaire consisted of demographical characteristics, academic self-efficacy and self-directed learning attitude. Results : Academic self-efficacy and self-directed learning attitude of the subjects were above mean average. Higher correlations existed between academic self-efficacy and self-directed learning attitude of the subjects, and the significant positive correlations were found between sub-factors of the academic self-efficacy and self-directed learning attitude. The academic self-efficacy of the subjects had the significant influence on the self-directed learning, and self-efficacy. The self-confidence among sub-factors in the academic self-efficacy had a significant influence on self-directed learning attitude and sub-factors. Conclusion : The results of the study subjects of academic self-efficacy had a significant influence on the attitude of self-directed learning, In particular, self-efficacy and confidence of the academic self-efficacy sub-factors showed a significant impact on the sub-factors, attitudes and self-directed learning. This study will provide the basic data for the implementation of the educational programs. This will be effective in managing the knowledge, information, self-directed learning attitude and academic self-efficacy.

A Study on the Learner's factors affecting the Satisfaction of BL in Universities (대학 수업에서의 블렌디드 러닝 만족에 영향을 미치는 학습자 변인 연구)

  • Jun, Byoungho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.3
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    • pp.105-113
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    • 2017
  • Considered as the "new normal" mode of learning, BL has become popular in recent years especially in University education. BL is defined as a learning approach that combines e-learning and face-to-face classroom learning. BL allows for more interactive and reflective learning environment resulting in enhancing learner-directed learning. The adoption of BL in university has made it significant to probe the crucial determinants that would entice instructors and learners to use BL and enhance learning satisfaction. The primary purpose of this study is to investigate the affecting factors of the satisfaction of BL in universities in terms of leaner's aspects. Learner's role is very important in BL, because learner should self-directed study for effective performance and satisfaction in BL environment. Based on prior studies motivation, self-efficacy, and educational expectancy were identified as affecting factors of satisfaction in BL. According to the result of multiple regression, all factors(motivation, self-efficacy, and educational expectancy) were found to be significantly related to the learner's satisfaction in BL. It can provide practical guideline on effective operation strategy for BL in universities.

The Nexus Between Factors Affecting eBook Acceptance and Learning Outcomes in Malaysia

  • ARHAM, Ahmad Fadhly;NORIZAN, Nor Sabrena;MAZALAN, Maz Izuan;BOGAL, Norazamimah;NORIZAN, Mohd Natashah
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.9
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    • pp.35-43
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    • 2021
  • This study aims to investigate factors affecting eBook acceptance and learning outcomes among students experiencing online distance learning. As conventional textbooks are now switched into eBooks, the effects of contextual factors including lecturer, student computer competency, content and design of the course, access ability, infrastructure, and university support on eBook acceptance and learning outcome needs to be evaluated. The sample of this study is represented by students at the Universiti Teknologi MARA, City Campus Melaka, undertaking 'strategic management course'. Non-probability random sampling was selected as the sampling technique and a purposive sampling method was chosen to select the samples. The samples comprised 171 students randomly selected through Google Form. The questionnaire data was analyzed by using PLS-SEM. The results indicated that these factors contributed 62.3% variations in the eBook acceptance and 67.1% variations in the learning outcomes. The strongest factor affecting both dependent variables was content and design of course. Managerial implication suggested that the content for all courses taught through the eBook platform needs to be revisited and improved in accordance with the mode of online deliverance. Tutorial on how to navigate the eBook platform is important to all users as this would enhance acceptance and produce better learning outcomes among students.