• 제목/요약/키워드: learner analysis

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Analysis of Differences in Academic Achievement based on the Level of Learner Questioning in an Online Inquiry Learning Environment

  • CHOI, Hyoseon;LEE, Sunghye;CHAE, Yoojung;PARK, Hyejin
    • Educational Technology International
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    • 제19권1호
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    • pp.93-122
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    • 2018
  • It is crucial to understand the characteristics of learner questioning due to the effects it has on learning. This study focuses on the effects of middle school students questioning on their academic achievement in an online inquiry learning environment. A survey of 827 middle school students was conducted; the students took part in an online math and science program offered by a center for the gifted. Throughout the survey, learner questioning was analyzed, and its correlation with academic achievement was investigated. An analysis was based on questioning categories of a low- and high-level questions from previous studies. Through the survey, it was found that the number of learner questions asked in the online environment was small, but the number of low- and high-level questions were almost equal. Secondly, the higher the academic achievement level of the student, the higher the possibility they would ask either low- or high-level questions. Lastly the group of students in both low- and high-levels of questioning earned the highest average scores on formative evaluations and inquiry tasks. This indicates that regardless of the level of questions, the act of questioning itself is highly related to the academic achievement. However, in the case of advanced learning projects, the quality of questioning and high-level questioning affected the academic achievement of students. Based on these results, implications for the encouragement of learner questioning and support for asking high-level question are suggested.

Identifying Learner Behaviors, Conflicting and Facilitating Factors in an Online Learning Community

  • CHOI, Hyungshin;KANG, Myunghee
    • Educational Technology International
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    • 제11권2호
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    • pp.43-75
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    • 2010
  • The purpose of this study is to identify patterns of learner behaviors, conflicting and facilitating factors during collaborative work in an online learning community(OLC). This study further seeks to investigate the difference of learner behaviors between high- and low-performing groups, and conflicting and facilitating factors. The online postings from four groups(19 students) in the spring semester(study 1) and six groups(24 students) in the fall semester(study 2) were analyzed. A coding scheme was generated based on constant comparison using the qualitative data analysis tool, NVivo. The analysis identified 7 categories of learner behaviors in both studies. Among the seven categories, information seeking and co-construction were most frequently observed in both studies. One evident difference between the high- and low-performing groups was that the high-performing groups revealed more incidents of learner behaviors in both studies. In addition, six categories of conflicting factors and five categories of facilitating factors were emerged in both studies. The inefficiency of work category was one of the most frequently observed categories in both studies. Interestingly, the high-performing groups showed more incidents of conflicting factors than the low-performing groups. This study revealed two different types of conflicting factors and there is a need for different moderating strategies depending on its type. Based on the results of the study, effective design strategies for an OLC to facilitate active learning were suggested.

간호대학생의 자기주도학습능력과 자기효능감이 학습만족도에 미치는 영향 연구 (A Study on Effects of Self-Directed Learning Ability and Self- efficacy on Learner Satisfaction in Nursing Students)

  • 손유림;김금순;조은하
    • 한국임상보건과학회지
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    • 제6권2호
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    • pp.1136-1146
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    • 2018
  • purpose: The study was performed by targeting nursing students in order to examine the level of their self-directed learning ability, self efficacy and learner satisfaction and to identify their effects on learner satisfaction. methods: A structured self-administered questionnaire was used, and a total of 150 questionnaires were distribute. Data were collected from 150 nursing students at D university located in D city, and a total of 141 students were included for the final analysis. Data were collected between November 15, 2017 to December 16, 2017, and questionnaire comprised items to measure general characteristics, self-directed learning ability, self efficacy and learner satisfaction. results: In addition, learner satisfaction was positively correlated with self-direct learning ability, self-efficacy. Finally, self-direct learning ability, self-efficacy and interpersonal relationship were found to explain 42.9% of the variance of learner satisfaction. conclusion: The findings of this study could be utilized as base data when developing a program to enhance nursing students's learner satisfaction and it is suggested that an interventional research of analyzing validity and effectiveness of developed education program would be also required.

A Quest of Design Principles of Cognitive Artifacts through Case Analysis in e-Learning: A Learner-Centered Perspective

  • PARK, Seong Ik;LIM, Wan Chul
    • Educational Technology International
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    • 제10권1호
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    • pp.1-23
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    • 2009
  • Learners are often posited in a paradoxical situation where they are not fully involved in decision making processes on how to learn, in designing their tools. Cognitive artifacts in e-learning are supposed to effectively support learner-centered e-learning. The purpose of the study is to analyze cases of cognitive artifacts and to inquire those design principles for facilitating the learner-centered e-learning. Four research questions are suggested: First, it will be analyzed the characteristics of learners with respect to design of cognitive artifacts for supporting the learner-centered e-learning. Second, characteristics of four cases to design cognitive artifacts in learner-centered e-learning environment are analyzed. Third, it will be suggested the appropriate design principles of cognitive artifacts to facilitating learner-centered learning in e-learning environment. Four cases of cognitive artifacts design in learner-centered e-learning was identified as follows: Wiki software as cognitive artifacts in computer-supported collaborative learning; 'Play Around Network (PAN)' as cognitive artifact to monitor learning activities in knowledge community; Knowledge Forum System (KFS) as a cognitive artifact in knowledge building; cognitive artifacts in Courses-as-seeds applied meta-design. Five design principles are concluded as follows: Promoting externalization of cognitive artifacts to private media; Helping learners to initiate their learning processes; Encouraging learners to make connections with other learners' knowledge building and their cognitive artifacts; Promoting monitoring of participants' contributions in collaborative knowledge building; Supporting learners to design their cognitive artifacts.

Interaction Patterns in Distance Only Mode e-Learning

  • SUNG, Eunmo
    • Educational Technology International
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    • 제10권2호
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    • pp.127-143
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    • 2009
  • The purpose of this study was to identify the interaction patterns in distance only mode e-Learning. In order to investigate this study, messages shown in the electronic notice board were analyzed to see how interaction occurs between teacher and learner or learner and learner under the e-learning of cyber university. To analyze messages was applied according to the framework by Henri's contents analysis model. As a result of contents analysis on electronic board, the participative dimension was 399 messages. A learner put on 7~8 messages a day. The number of messages was low compared to the number of learners, but the number of inquiries was about 140. That means that each learner contacts and checks messages at least once a day. The meaning dimension was 600 units. The main interaction patterns were Interactive-social-cognitive-metacognitive. This means that e-Learning in distance only mode leads a positive attitude of learners as a self-directed learning, and needs teacher's well-structured instructional strategies for increasing interaction. In conclusion, social dimension and interactive dimension of messages support learners psychologically in the process of learning though they directly guide learning under the circumstances of e-learning lacking face-to-face element. It can be interpreted that the teacher's role is significantly important in order to attract learners' positive participation and cognitive and meta-cognitive dimension of messages and activities

고등학생이 지각한 수학 수업방식이 수학자기효능감에 미치는 영향력에 대한 유형탐색: REBUS-PLS를 적용하여 (Detecting types for the influence of math teaching methods perceived by high school students on math self-efficacy: Using REBUS-PLS)

  • 송효섭;정희선
    • 한국수학교육학회지시리즈A:수학교육
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    • 제61권4호
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    • pp.613-629
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    • 2022
  • 본 연구는 「경기교육종단연구(GEPS)」의 2019년 고등학교 2학년 자료를 이용하여 학습자가 지각한 수학 수업방식(교수자중심, 학습자중심)이 수학자기효능감에 미치는 영향력에 대한 이질적 잠재집단을 탐색하였다. 탐지된 잠재집단의 특징을 프로파일링하기 위해 교수·학습 관련 변인들의 분포를 확인하고, 구조방정식모형을 설정하여 다집단 분석을 실시하였다. 분석결과, 두 개의 잠재집단이 탐지되었으며, 그 특성에 따라 교수자형 집단과 학습자형 집단으로 명명하였다. 탐지된 교수자형과 학습자형 집단에서 교수자중심수업에 대한 지각과 학습자중심수업에 대한 지각, 그리고 수학교수능력에 대한 인식은 분포가 유사하였지만, 수학자기효능감과 수학흥미, 수학수업참여의 경우 교수자형 집단이 학습자형에 비해 높게 나타났다. 또한 교수자형 집단은 학습자형에 비해 수학교수능력에 대한 인식이 수학자기효능감과 수학수업참여에 미치는 영향이 크게 나타났으며, 학습자형 집단은 교수자형에 비해 수학흥미가 수학자기효능감과 수학수업참여에 미치는 영향이 크게 나타났다. 본 연구는 경로모형기반의 단위 분할 탐색 REBUS-PLS 방법을 적용함으로써 수학 수업방식이 학습자에게 미치는 영향력에 관한 새로운 연구방법을 제시하였다.

학습자 중심의 수학 수업에서 교사의 발문 분석 (An Analysis on a Teacher's Questioning in the Learner-Centered Mathematics Lessons)

  • 박만구;김진호
    • 한국학교수학회논문집
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    • 제9권4호
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    • pp.425-457
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    • 2006
  • 본 논문의 목적은 학습자 중심의 수학 수업에서에서의 교사의 발문에 대하여 분석을 하고 이런 발문이 학습자의 지식 구성에 어떤 영향을 주게 되는지를 알아보는데 있다. 이 연구를 위하여 의도된 학습자 중심의 초등학교의 나눗셈 관련 주제의 3차시수업을 계획하고 이 수업의 과정을 전사하여 수업 중에 나타나는 교사의 발문의 특성 및 학습자의 지식 구성에 주는 영향에 관하여 분석을 하였다. 연구의 결과 학습자 중심의 수학 수업에서의 교사의 발문은 학습자의 비형식적인 수학적 사고의 존중, 확산적 사고를 위한 열린 발문, 여러 단계의 집단에서의 활발한 토론을 위한 적절한 발문, 학급의 규범을 존중하는 발문을 하는 특성이 있었다. 수학 수업에서 교사의 발문은 학습자 중심의 수업에서 학습자의 수학적 사고력 촉진 및 수학에 대한 태도에도 영향을 주게 된다.

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An Example-Based Engligh Learing Environment for Writing

  • Miyoshi, Yasuo;Ochi, Youji;Okamoto, Ryo;Yano, Yoneo
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2001년도 The Pacific Aisan Confrence On Intelligent Systems 2001
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    • pp.292-297
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    • 2001
  • In writing learning as a second/foreign language, a learner has to acquire not only lexical and syntactical knowledge but also the skills to choose suitable words for content which s/he is interested in. A learning system should extrapolate learner\\`s intention and give example phrases that concern with the content in order to support this on the system. However, a learner cannot always represent a content of his/her desired phrase as inputs to the system. Therefore, the system should be equipped with a diagnosis function for learner\\`s intention. Additionally, a system also should be equipped with an analysis function to score similarity between learner\\`s intention and phrases which is stored in the system on both syntactic and idiomatic level in order to present appropriate example phrases to a learner. In this paper, we propose architecture of an interactive support method for English writing learning which is based an analogical search technique of sample phrases from corpora. Our system can show a candidate of variation/next phrases to write and an analogous sentence that a learner wants to represents from corpora.

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SW교육 학습자 중심 평가 사례 분석을 통한 인공지능교육의 평가 방향 고찰 (A Study on the Evaluation Direction of AI Education through the Analysis of SW Education Learner-centered Assessment Cases)

  • 신희남;안성훈
    • 정보교육학회논문지
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    • 제24권5호
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    • pp.511-518
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    • 2020
  • 4차 산업혁명과 코로나-19를 대비하면서 우리 교육은 소프트웨어 교육을 넘어 소프트웨어 기술을 접목한 AI 교육의 시대로 새로운 배움의 장을 넓혀가고 있다. 본 연구에서는 소프트웨어 교육에서의 학습자 중심 평가 사례를 분석하여 그 효과성을 통해 인공지능 교육의 평가 방향을 고찰해 보려 한다. 컴퓨터 교과를 포함한 비컴퓨터 교과에 학습자 중심 평가를 적용한 사례를 통해 학습자의 학습에 미치는 효과와 학습자 중심 평가의 환경 여건 및 평가 모형 등을 모색하고, 소프트웨어 교육에 학습자 중심 평가 모형을 적용한 사례를 통해 인공지능 교육에서 학습자 중심 평가가 교육 현장에 시사하는 점에 대해 알아보고자 하였다. 분석한 결과 학습자 중심 평가는 학습자의 학습 목표 도달에 유의미한 효과를 보였으며, 지능정보기술에 따른 디지털 환경 여건의 구축, 학습자의 평가를 도울 수 있는 객관적 평가 시스템과 객관적 평가 모형이 고안되어질 때 인공지능 교육에서의 학습자 중심평가가 원활하게 이루어질 것이라고 기대한다.

간호대학생의 학습동기와 교수학생 상호작용이 학습만족도에 미치는 영향 (Effects of Learner Motivation and Teacher-student Interaction on Learner Satisfaction in Nursing Students)

  • 조미경;김미영
    • 한국콘텐츠학회논문지
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    • 제17권4호
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    • pp.468-477
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    • 2017
  • 본 연구의 목적은 간호대학생을 대상으로 학습만족도에 영향을 주는 요인을 파악하여 새로운 학습법을 도입할 때 대상자의 학습만족도를 높이기 위해 고려해야 하는 요소에 대한 기초 자료를 제공하기 위함이다. 본 연구에서는 자기주도학습 준비도, 교수-학생 상호작용, 핵심역량, 스트레스와 학습동기가 학습만족도에 미치는 영향을 분석하였다. 이러한 변수를 측정하기 위하여 자기주도적 학습준비도 검사, 교사-학생관계척도, 대학생 핵심역량, 대학차원의 스트레스 측정도구, 학습동기 측정표, 학습만족도 측정도구를 수정 보완한 도구를 사용하였다. 연구대상은 S시에 위치한 E대학교 간호대학생 2, 3학년을 대상으로 하였으며, 총 132명의 자료가 최종 분석에 포함되었다. 본 연구의 결과 학습만족도는 자기주도학습 준비도(r= .21, p= .018), 교수-학생 상호작용(r= .39, p<.001), 핵심역량(r= .21, p= .014), 학습동기(r= .75, p<.001)와 양의 상관관계를 보였다. 또한 학습동기는 자기주도학습 준비도(r= .24, p= .005), 교수-학생 상호작용(r= .38, p<.001), 핵심역량(r= .21, p= .018)과 양의 상관관계를 보였다. 학습만족도에 영향을 미치는 요인은 학습동기와 교수-학생 상호작용이었으며, 이 2개의 변수로 구축된 회귀모형의 학습만족도에 대한 설명력은 59.7%였다. 따라서 본 연구의 결과 학습만족도를 높이기 위해서는 학습동기를 고취시키고 교수-학생 상호작용이 효율적으로 일어날 수 있도록 하는 중재가 필요하겠다.