• Title/Summary/Keyword: learner analysis

Search Result 652, Processing Time 0.026 seconds

Perception of University Instructors for Designing Online Interactions: Findings from Importance-Performance Analysis

  • LIM, Ji Young;KIM, Seyoung;CHO, Mi Kyung;LIM, Eugene
    • Educational Technology International
    • /
    • v.22 no.2
    • /
    • pp.199-225
    • /
    • 2021
  • The aim of the current study was to suggest priorities needed to be considered by university instructors when designing online learning. Based on three types of interactions (learner-content, learner-instructor, and learner-learner interactions) for effective online learning (Moore, 1989), draft questionnaires representing each type of interaction were written. After examining content validity by two Ph.D. experts, the survey was constructed with an Importance-Performance Analysis (IPA) form. Data of 133 university instructors were collected online. Results showed that support for designing learner-learner interaction was the priority for improving online learning. In terms of learner-instructor interaction, instructors needed to provide social-emotional support to learners so that learners could have a sense of belonging. For learner-instructor interaction, supporting instructors to monitor the level of understanding was the most highly demanding strategy for online learning. Limitations and suggestions for further studies were discussed.

Structural Relationship among Self-Directed Learning Ability, Learner-Instructor Interaction, Learner-Learner Interaction, and Class Satisfaction in Online Learning Environments (온라인 학습에서 자기주도학습능력, 상호작용 및 수업만족도의 구조적 관계)

  • Yoo, Jieun
    • Journal of Christian Education in Korea
    • /
    • v.63
    • /
    • pp.255-281
    • /
    • 2020
  • The purpose of this study was to investigate the structural relationship among self-directed learning ability, learner-instructor interaction, learner-learner interaction, and class satisfaction in online learning environments by the structural equation modelling (SEM). Participants of the study consisted of 300 students (110 = high school students, 190 = college students). Through latent mean analysis (LMA), there was no significant difference of study variables between high school and college groups. However, thorough multi-group analysis, self-directed learning ability had a direct and indirect effect on class satisfaction for the college group via learner-instructor and learner-learner interactions, while learner-learner interaction played a full mediating role of the relationship between self-directed learning ability and class satisfaction for the high school group. In addition, self-directed learning ability had a stronger influence on learner-learner interaction for the college group than the high school group. These results would provide important implications for understanding the different mechanisms between high school and college online learning contexts.

Factors influencing the English classes using a web-based bulletin board system (웹 게시판을 활용한 영어 수업에 영향을 미치는 요인분석 연구)

  • Kim, Jie-Young
    • English Language & Literature Teaching
    • /
    • v.13 no.3
    • /
    • pp.227-251
    • /
    • 2007
  • The development and use of computer mediated communications (CMC) as a tool for teaching and learning English has grown considerably in recent years. The purpose of this study is to investigate factors related to learners' participation, achievement, and satisfaction in EFL classes using web-based bulletin boards. The total number of 77 university students participated in this study. Three domains and eight independent variables investigated in this study were a learner-related domain (attitudes toward CMC, intrinsic motivation, extrinsic motivation, attitudes toward writing), an interaction-related domain (student-student interaction, teacher-student interaction), and an environmental domain (physical support and design of the web site). In order to determine interrelation of variables correlation analysis and multiple regression analysis were used. The results of this study showed that the factors predicting a learner's participation were instrumental motivation, attitudes toward writing, and teacher-student interaction. The factors explaining a learner's achievement were learner's participation and attitudes toward writing, and the factors predicting a learner's satisfaction were integrative motivation, student-student interaction, teacher-student interaction, physical support and learner's participation.

  • PDF

A study for development and validation of the 'course evaluation' scale for learner-centered (학습자 중심의 '강의평가' 도구 개발 및 타당화 연구)

  • Park, Sung-Mi
    • Journal of Fisheries and Marine Sciences Education
    • /
    • v.23 no.1
    • /
    • pp.13-22
    • /
    • 2011
  • The purpose of this study was to development and validation of the 'course evaluation' scale for learner-centered in university. The research collected preliminary data from 1,567 university students's responses for item and scale quality analyses, and collected 2,539 university students's for item and scale quality analyses, and 300 university professors's responses for validation. Data were analyzed to obtain item quality, reliability, and validity analysis. The results of the study were as follows; The 'course evaluation' scale for learner-centered in university was defined by 5 factors. The 5 factors were structure and sincerity of lecture, suitability of report and test, level of consulting for student, application of educational media, communication. The results of the confirmatory factor analysis confirmed five sub-scales in the 'course evaluation' scale for learner-centered in university scale. Criterion-related validity evidence was obtained from the correlation analysis as the criterion measures. Cross validity evidence was obtained from the confirmatory factor analysis in university professors.

Mechanism of Course Scheduling of Learner-Oriented Using Weakness Analysis Algorithm (취약성 분석 알고리즘을 이용한 학습자 중심의 코스 스케줄링 기법)

  • Lee, Gi-Sung
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.10 no.11
    • /
    • pp.3241-3245
    • /
    • 2009
  • In this paper we propose mechanism for course scheduling of learner-oriented using weakness analysis algorithm. The proposed mechanism monitors learner's behaviors constantly evaluates them and calculates his accomplishment. From this accomplishment the schedules the suitable course for the learner. The learner achieves an active and complete learning from the repeated and suitable course.

The empirical study on e-learning quality and its relevant constructs (이러닝 품질과 관련 변인에 대한 실증연구)

  • Lee, Misook
    • Journal of Korean Society for Quality Management
    • /
    • v.45 no.4
    • /
    • pp.917-932
    • /
    • 2017
  • Purpose: This study aims to identify the most important quality construct among system quality, information quality, and service quality, which are integrated as the second-order construct; perceived quality, and to investigate the relationship between perceived quality, learner satisfaction, learner enjoyment, switching cost, and learner loyalty. Method: Data were collected from learners who had taken e-learning course, and the analysis was conducted in two phases. The first phase described demographic characteristics using SPSS23.0; the second phase involved the second order CFA of perceived quality and the analysis of measurement model and structural model through AMOS 23.0. Results: (1) The explanatory power of system quality, information quality, and service quality appears to be almost equal; (2) Perceived quality positively influences only both learner satisfaction and switching cost; (3) Only learner satisfaction positively influences learner loyalty and switching cost negatively influences learner loyalty. Conclusion: Learner enjoyment does not play an important role in this study, which could be extrapolated in regard to the characteristics of sample. The respondents are over high school students, who emphasize on the acquisition of knowledge rather than enjoyment. Additionally, the result implies that respondents show low loyalty in the high switching cost.

The Impact of e-Learning System Characteristics on Learner Committment and Satisfaction (e-러닝 시스템 특성이 학습자 몰입과 학습만족에 미치는 영향)

  • Jang, Jung-Ju;Ko, Il-Sang;Jeong, Cheol
    • Journal of Information Technology Applications and Management
    • /
    • v.15 no.1
    • /
    • pp.99-116
    • /
    • 2008
  • This study explores the impacts of e-learning system characteristics on learner committment and satisfaction by surveying the firms utilizing e-learning systems for learning. In the study, we have, first, drawn the key factors and instruments to measure e-learning system characteristics through intensive literature review. Second, we have investigated whether the characteristics contribute to increasing learner's commitment and satisfaction. Finally, we have examined the mediating effect of learner's commitment between the characteristics of e-learning system and learner satisfaction. We have conducted a survey on the employees having experience in using e-learning systems for learning, and collected a total of 93 responses. The results of a statistical analysis show the following: First, expression and interaction affect the learner's commitment. The results indicate that a learner should engage in e-learning and ultimately be more committed on it when there is a coherence in design and organization of learning contents, and when the system offers various multimedia options including audio, sound, image, graphics, etc. Second, leaner's commitment leads to higher learning satisfaction. Finally, our results show that the commitment plays a mediating role between learner characteristics (expression, control, and trust) and learner satisfaction.

  • PDF

Analysis of Teaching Behavior Based on the Learner-Centered Teaching Competency (학습자 중심의 교수역량에 근거한 교수행동 분석)

  • Park, Sung-Mi;Sim, Mi-Ja
    • Journal of Fisheries and Marine Sciences Education
    • /
    • v.23 no.3
    • /
    • pp.374-387
    • /
    • 2011
  • The purpose of this study was to analyze teaching behavior based on the learner-centered teaching competency. For the study, the related literatures were reviewed focusing on the experiences and suggestions in developing of learner-centered teaching competency. In addition, interviews with 6 professors were conducted and their teaching design were analyzed. The keys of analysis were perspective of teaching behavior, self-monitoring of teaching behavior, consulting of teaching behavior based on the learner-centered teaching competency. The findings of this study were as follows; most of professors recognized correlations of teaching and learning. But, there were some barriers co-work of learners in teaching behavior.

Development and Validation of an Scale to Measure Flow in Massive Multiplayer Online Role Playing Game (교육용 MMORPG에서의 학습자 몰입 측정척도 개발 및 타당화)

  • Chung, Mi-Kyung;Lee, Myung-Geun;Kim, Sung-Wan
    • Journal of the Korea Society of Computer and Information
    • /
    • v.14 no.2
    • /
    • pp.59-68
    • /
    • 2009
  • This paper aims to explore the factors of learner's flow and to develop and validate a scale to measure the flow in Massive Multiplayer Online Role Playing Game(MMORPG) for education. First of all, potential factors were drawn through literature review. The potential stage comprises 6 factors(learner's psychological characteristics, learner's skill, importance of game, environment for learner, instructional design, and instructional environment) and 16 subfactors. With total 48 items developed. a survey was carried out among 293 elementary learners who had been participating in a commercial MMORPG for English skills to measure their flow in the MMORPG by utilizing the potential scale. Using the responses collected from 288 respondents, exploratory factor analysis, reliability analysis, and confirmatory factor analysis were performed. The expository factor analysis showed that items within each sub-factors could be bound into one factor. That is, the variables evaluating learner's flow were divided into six factors(learner's psychological characteristics, learner's skill, importance of game, environment for learner, instructional design, and instructional environment). And these factors were interpreted consisting of 16 sub-ones. Reliability estimates indicated that the evaluation tool had good internal consistency. The confirmatory factor analysis did confirm the model suggested by the expository factor analysis. Over fit measures(CFI, NFI, NNFI) showed the good suitability of the model. Findings of this study confirmed the validity and reliability of the scale to measure learner's flow in MMORPG.

Analysis of Learner Competencies through Digital Textbooks and Smart-Learning (디지털교과서 및 스마트교육을 통한 학습자 역량 분석)

  • Han, Seonkwan;Kim, Sanghong
    • Journal of The Korean Association of Information Education
    • /
    • v.19 no.2
    • /
    • pp.207-214
    • /
    • 2015
  • In this study, we research an analysis of learner competency with students in 16 smart education research schools. The result of analysis, 2-year students showed a highly regarded competences which are the learner competencies in all areas than 1-year students. And the urban students was higher than rural students. This means that urban students have higher awareness of the learner competencies than rural students. Lastly, in a comprehensive analysis of each school year, the statistical differences between elementary and middle school did not appear. However, in the elementary, middle and high school between the difference was statistically.