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      웹기반 협력학습에서 학습자특성과 학습자 간 상호작용이 학습성과에 미치는 영향 = The Effects of Learner`s Traits and Interactions on Web-Based Collaborative Learning Outcomes

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      https://www.riss.kr/link?id=A101959447

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      다국어 초록 (Multilingual Abstract)

      Web-based Collaborative Learning (WBCL) is defined as a set of processes that help small group members to share and generate information together with Web resources to accomplish a specific common learning goal. Despite the benefits of WBCL, it is not necessarily effective for every learner, because effectiveness can differ according to each individual`s traits. Therefore, this study attempted to investigate the effects of personality traits (extraversion, agreeableness, conscientiousness) and self-efficacy as learner`s traits on interactions and outcomes in WBCL. For this study, Big Five Inventory (BFI), Motivated Strategies for Learning Questionnaire (MSLQ), interaction analysis tools (contents and social network analysis), achievement scores and an academic satisfaction questionnaire were used. Data were collected from 52 students who took an online course in a university located in Seoul, Korea and were analyzed by multiple regression analysis. As a result, agreeableness negatively predicted achievement, and conscientiousness negatively predicted satisfaction. Extraversion, however, did not predict achievement, self-efficacy did predict achievement and the frequency of interactions (sending and receiving relationship-oriented messages, sending task-oriented messages). The frequency of interaction mediates self-efficacy and achievement. Self-efficacy did predict satisfaction as well, but the frequency of interaction did not mediate self-efficacy and satisfaction. These results showed that learners`traits and interactions influence WBCL outcomes. In conclusion, this study suggests that the WBCL system should be designed to accommodate different personality and motivational traits to promote greater interaction between learners.
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      Web-based Collaborative Learning (WBCL) is defined as a set of processes that help small group members to share and generate information together with Web resources to accomplish a specific common learning goal. Despite the benefits of WBCL, it is not...

      Web-based Collaborative Learning (WBCL) is defined as a set of processes that help small group members to share and generate information together with Web resources to accomplish a specific common learning goal. Despite the benefits of WBCL, it is not necessarily effective for every learner, because effectiveness can differ according to each individual`s traits. Therefore, this study attempted to investigate the effects of personality traits (extraversion, agreeableness, conscientiousness) and self-efficacy as learner`s traits on interactions and outcomes in WBCL. For this study, Big Five Inventory (BFI), Motivated Strategies for Learning Questionnaire (MSLQ), interaction analysis tools (contents and social network analysis), achievement scores and an academic satisfaction questionnaire were used. Data were collected from 52 students who took an online course in a university located in Seoul, Korea and were analyzed by multiple regression analysis. As a result, agreeableness negatively predicted achievement, and conscientiousness negatively predicted satisfaction. Extraversion, however, did not predict achievement, self-efficacy did predict achievement and the frequency of interactions (sending and receiving relationship-oriented messages, sending task-oriented messages). The frequency of interaction mediates self-efficacy and achievement. Self-efficacy did predict satisfaction as well, but the frequency of interaction did not mediate self-efficacy and satisfaction. These results showed that learners`traits and interactions influence WBCL outcomes. In conclusion, this study suggests that the WBCL system should be designed to accommodate different personality and motivational traits to promote greater interaction between learners.

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      참고문헌 (Reference)

      1 정남호, "컴퓨터지원협동학습(CSCL)환경 하에서 사회연결망분석(SNA)을 이용한 학습자 상호작용연구" 361-368, 2004

      2 김경모, "커뮤니케이션 연결망 분석의 이론적 기초에 관한 탐색적 접근" 한국언론학회 1 (1): 162-207, 2005

      3 유태용, "제2발표장: 성격의 5요인과 학업수행간의 관계" 263-276, 1998

      4 봉미미, "자기효능감과 자기규제적 학습: 교육공학 관련 연구에의 시사점" 14 (14): 97-118, 1998

      5 박귀화, "의학전문대학원 학생들의 성격특성, 학습접근법 및 학업성취도 간의 관계" 한국청소년학회 14 (14): 149-172, 2007

      6 이영희, "의예과 학생의 성격특성과 의사소통 능력 및 수업태도의 관계" 한국의학교육학회 20 (20): 177-187, 2008

      7 홍경선, "웹기반 협동학습에서의 학습자 상호작용 연구" 2 (2): 83-99, 1999

      8 왕경수, "웹기반 협동학습에서의 상호 작용 증진 방안 탐색" 한국교육정보미디어학회 9 (9): 269-294, 2003

      9 오윤진, "웹기반 협동학습 시 학습자의 자기 효능감과 보상 구조가 학습참여도와학업성취도에 미치는 영향" 이화여자대학교 1999

      10 정재삼, "웹기반 토론에서 학습자의 참여도,성취도 및 만족도 관련 요인의 효과 분석" 16 (16): 107-135, 2000

      1 정남호, "컴퓨터지원협동학습(CSCL)환경 하에서 사회연결망분석(SNA)을 이용한 학습자 상호작용연구" 361-368, 2004

      2 김경모, "커뮤니케이션 연결망 분석의 이론적 기초에 관한 탐색적 접근" 한국언론학회 1 (1): 162-207, 2005

      3 유태용, "제2발표장: 성격의 5요인과 학업수행간의 관계" 263-276, 1998

      4 봉미미, "자기효능감과 자기규제적 학습: 교육공학 관련 연구에의 시사점" 14 (14): 97-118, 1998

      5 박귀화, "의학전문대학원 학생들의 성격특성, 학습접근법 및 학업성취도 간의 관계" 한국청소년학회 14 (14): 149-172, 2007

      6 이영희, "의예과 학생의 성격특성과 의사소통 능력 및 수업태도의 관계" 한국의학교육학회 20 (20): 177-187, 2008

      7 홍경선, "웹기반 협동학습에서의 학습자 상호작용 연구" 2 (2): 83-99, 1999

      8 왕경수, "웹기반 협동학습에서의 상호 작용 증진 방안 탐색" 한국교육정보미디어학회 9 (9): 269-294, 2003

      9 오윤진, "웹기반 협동학습 시 학습자의 자기 효능감과 보상 구조가 학습참여도와학업성취도에 미치는 영향" 이화여자대학교 1999

      10 정재삼, "웹기반 토론에서 학습자의 참여도,성취도 및 만족도 관련 요인의 효과 분석" 16 (16): 107-135, 2000

      11 임정훈, "웹기반 가상수업에서 온라인 토론촉진을 위한 설계전략 탐색" 37 (37): 249-270, 1999

      12 김명랑, "웹 기반 협동학습에서 상호의존성이 학업성취도에 미치는 영향" 교육과학연구소 40 (40): 89-116, 2009

      13 강명희, "온라인 학습활동과 학업성취도에 대한 학습자의 성격 특성(Big-Five Personality Trait)의 예측력 검증" 한국교육방법학회 20 (20): 111-129, 2008

      14 서희전, "온라인 학습공동체에서 학습자 특성, 학습자간 상호작용, 학습결과 간의 관계 분석" 한국교육공학회 21 (21): 1-28, 2005

      15 유태용, "성격의 5요인과 조직에서의 맥락수행간의 관계" 한국산업및조직심리학회 15 (15): 1-24, 2002

      16 박인우, "대학교육에서 인터넷 가상토론의 비동시성과 토론자의 내향성/외향성간의 상호작용효과 연구" 14 (14): 25-50, 1998

      17 이인숙, "대학 집합수업과 통합된 웹기반 온라인수업 학습자의 인식 및 학습유형 분석" 15 (15): 197-218, 1999

      18 강명희, "대학 교실수업 병행 웹기반 가상수업에서 수업효과 요인 분석" 13 (13): 1-27, 2002

      19 염명숙, "교사의 학습자 특성에 따른 원격연수에 대한 인식탐구" 인문과학연구소 36 (36): 429-455, 2009

      20 황인수, "e-러닝에서 학습자의 사전동기와 수강관련 요인이 강의평가에 미치는 영향에 관한 연구" 한국데이타베이스학회 15 (15): 33-49, 2008

      21 Rourke, L., "Validity in quantitative content analysis" 52 (52): 5-18, 2004

      22 MaCrae, R. R., "Validation of the five-factor model of personality across instruments and observers" 52 : 81-90, 1987

      23 Shin, N., "Transactional Presence as a Critical Predictor of Success in Distance Learning" 24 (24): 69-86, 2003

      24 Neuman, G. A., "The relationship between work-team personality composition and the job performance of teams" 24 : 28-45, 1999

      25 Caspi, A., "The influence of personality on social participation in learning environments" 16 (16): 129-144, 2006

      26 Bales, R. F., "The equilibrium problem in small groups. in: Working Papers in the Theory of Action" Free Press 111-161, 1953

      27 Igbaria, M., "The effects of self-efficacy on computer usgae" 23 (23): 587-605, 1995

      28 Barrick, M. R., "The Big Five personality dimensions and job performance: A meta-analysis" 44 (44): 1-26, 1991

      29 John, O. P., "The Big Five Inventory.Versions 4a and 54 (Technical report)" University of California. Institute of Personality and Social Research, Berkeley. 1991

      30 Bandura, A., "Social learning theory of aggression" 28 (28): 12-29, 1978

      31 Bandura, A., "Social foundations of thoughts and action" Prentice-Hall 1986

      32 Joo, Y. J., "Selfefficacy for Self-Regulated Learning, Academic Self-efficacy, and Internet Self-efficacy in Web-Based Instruction" 48 (48): 5-17, 2000

      33 Zimmerman, B. J., "Self-motivation for academic attainment: The role of self-efficacy beliefs and personal goal setting" 29 (29): 663-676, 1992

      34 Salonen, P., "Scaffolding interaction in parent-child dyads: Multimodal analysis of parental scaffolding with task and non-task oriented children" 22 (22): 77-96, 2007

      35 Pajares, F., "Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis" 42 : 190-198, 1994

      36 Costa, P. T., "Revised NEO Personality Inventory (NEO-PI-R) and the NEO Five-Factor Inventory (NEO-FFI) professional manual" Psychological Assessment Resources 1992

      37 Barrick, M. R., "Relating Member Ability and Personality to Work-Team Processes and Team Effectiveness" 83 (83): 377-391, 1998

      38 Judd, C. M., "Process Analysis: Estimating mediation in treatment evaluations" 5 (5): 602-619, 1981

      39 Furnham, A., "Personality, cognitive ability, on behalf about intelligence as predictors of academic performance" Learning and Individual Differences 47-64, 2003

      40 Chamorro-Premuzic, T., "Personality predicts academic performance: Evidence from two longitudinal university samples" 37 : 319-338, 2003

      41 De Raad, B., "Personality in learning and education: A review" 10 : 303-336, 1996

      42 Ellis, A. E., "Personality Type and Participation in Networked Learning Environments" 40 (40): 101-114, 2003

      43 Funder, D. C., "Personality" 52 : 197-221, 2001

      44 Davies, J., "Performance in e-learning: online participation and student grades" 36 (36): 657-663, 2005

      45 Palonen, T., "Patterns of Interaction in Computer-Supported Learning: A Social Network Analysis. in: Fourth International Conference of the Learning Sciences" Erlbaum 334-339, 2000

      46 Kim, K. J., "Online MBA student's perceptions of online learning : Benefits, challenges, and suggestions" 8 (8): 335-344, 2005

      47 Pintrich, P. R., "Motivational and Self-Regulated Learning Components of Classroom Academic Performance" 82 (82): 33-40, 1990

      48 Mason, R., "Methodologies for Evaluating Applications of Computer Conferencing. in: Collaborative Learning through Computer Conferencing: The Najaden Papers" Springer Verlag 105-115, 1991

      49 Rourke, L., "Methodological issues in the content analysis of computer conference transcripts" 12 : 8-22, 2001

      50 Santi, P. A., "Interactive world wide web-based courseware. in: Web-Based Instruction" Educational Technology Publications 407-416, 1997

      51 Busato, V. V., "Intellectual ability, learning style, achievement motivation and academic success of psychology students in higher education" 29 : 1057-1068, 2000

      52 Comoglio, M., "Insegnare ed apprendere in gruppo. Il collaborative learning" Insegnare e apprendere in gruppo 1996

      53 Chen, S., "Influence of personality on online discussion" 3 (3): 1-17, 2004

      54 김영수, "ICT 활용수업에서 정보문해 및 매체에 대한 자기효능감이 학업성취도에 미치는 영향" 7 (7): 91-122, 2001

      55 Taplin, M., "Help-seeking strategies used by high-achieving and low-achieving distance education students" 16 (16): 56-69, 2001

      56 Mount, M. K., "Five-factor model of personality and performance in jobs involving interpersonal interactions" 11 : 145-165, 1998

      57 Hiltz, S. R., "Evaluating the virtual classroom. in: Online education: Perspective on a new environment" Praeger 1990

      58 Jung, I., "Effects of different types of interaction on learning achievement, satisfaction and participation in web-based instruction" 39 (39): 153-162, 2002

      59 Bandura, A., "Cultivating Competency, Self-efficacy, and Intrinsic Interest Through Proximal Self-motivation" 41 (41): 586-598, 1981

      60 Garrison, D. R., "Critical thinking, cognitive presence, and computer conferencing in distance education" 15 (15): 17-23, 2001

      61 Johnson, D. W., "Cooperative learning and feedback in technology-based instruction. in: Interactive Instruction and Feedback" Educational Technology Pub. 133-158, 1993

      62 Romiszowski, A. J., "Computer-mediated communication. in: Handbook of research for educational communications and technology" Pretice Hall International 438-456, 1996

      63 Veerman, A., "Collaborative learning through computer-mediated communication in academic education" 625-632, 2001

      64 Wang, A. L., "Characteristics of students who enroll and succeed in psychology web based classes" 92 : 137-143, 2000

      65 Gilbert, L., "Building Interactivity into Web Courses: Tools for Social and Instructional Interaction" 38 (38): 29-35, 1998

      66 Bock, G., "Breaking the myths of rewards: an exploratory study of attitudes about knowledge sharing" 15 (15): 14-21, 2002

      67 O'Connor, M. C., "Big Five personality predictors of post-secondary academic performance" 43 (43): 971-990, 2007

      68 Cohen, J., "Applied multiple regression correlation analysis for the behavioral sciences" Erlbaum 1983

      69 Koriji, T., "Agent-oriented Supported Environment in Web-based Collaborative Learning" 7 (7): 226-239, 2001

      70 Gully, S. M., "A meta-analysis of team efficacy, potency, and performance: Interdependence and level of analysis as moderators of observed relationships" 87 (87): 819-832, 2002

      71 Payne, S. C., "A Meta-analytic Examination of the Goal Orientation Nomological Net" 92 : 128-150, 2007

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