nav emailalert searchbtn searchbox tablepage yinyongbenwen piczone journalimg journalInfo journalinfonormal searchdiv searchzone qikanlogo popupnotification paper paperNew
2022, 03, No.201 55-62
项目式协作学习中认知负荷的影响因素研究
基金项目(Foundation): 2020年度教育部人文社会科学研究规划基金项目“基于情感计算的计算机支持合作学习环境中情感反馈模型研究”(编号:20YJA880008); 2021年度国家自然科学基金面上项目“STEM教育情境下多人同伴互动的脑协同机制与策略研究”(编号:62177011)
邮箱(Email):
DOI: 10.13927/j.cnki.yuan.20220422.001
摘要:

项目式协作学习中认知负荷的研究已成为目前研究者关注的重点,已有研究大多关注协作学习中的认知负荷及协作学习平台对满意度影响,很少从认知资源的角度关注项目式协作学习中组员间的相互依赖对协作认知负荷的影响。为了有效降低项目式协作学习中的认知负荷,本研究基于协作认知负荷理论,依托南京某高校“Interaction Design”英文课程中的项目式协作学习活动,采用被试内设计进行准实验研究,同时结合问卷调查从目标依赖、资源依赖和交互依赖三个方面考察项目式协作学习中认知负荷的影响因素。研究发现,积极目标相互依赖、资源相互依赖有助于降低整体认知负荷水平;积极的协作交互依赖有助于降低内在认知负荷;相关认知负荷水平与项目式协作学习任务完成情况呈显著正相关。研究建议,项目式协作学习活动的组织应引导学习者投入到以同一性目标为导向的认知过程中,利用好资源共享和整合过程,进行有效的协作交互,以降低学习者的整体认知负荷水平,提高项目学习任务的完成情况。

Abstract:

Researchers have focused on the research of cognitive load in project-based collaborative learning recent years. Most of the studies focus on the factors affecting on satisfaction from the cognitive load in collaborative learning and the collaborative learning platforms. Few studies have focused on the impact of interdependence among team members on collaborative cognitive load in project-based collaborative learning from the perspective of cognitive resources. In order to effectively reduce the cognitive load in project-based collaborative learning, based on the collaborative cognitive load theory, this study uses within-subject design to conduct quasi-experimental research to find out the influencing factors of cognitive load in project-based collaborative learning. The results showed that positive goal interdependence and resource interdependence help to reduce the overall cognitive load level; positive collaborative interaction dependence helps to reduce intrinsic cognitive load; the level of relevant cognitive load is significantly related to the completion of project-based collaborative learning tasks. The research suggests that the organization of project-based collaborative learning activities should guide learners to engage in the cognitive process oriented by the same goal, make good use of the resource sharing and integration process, and carry out effective collaborative interaction, so as to reduce the overall cognition load of learners.

参考文献

[1]Hadwin A F,Oshige M,Gress C L Z,et al.Innovative ways for using gStudy to orchestrate and research social aspects of self-regulated learning[J].Computers in Human Behavior,2010(26):794-805.

[2]李梅,葛文双.基于项目的在线协作学习支架策略探究[J].现代远距离教育,2021(1):40-47.

[3]Sweller J,Merri?nboerV J J G,Paas F.Cognitive architecture and instructional design[J].Educational Psychology Review,1998(3):251-296.

[4]LangeC,Costley J,Fanguy M.Collaborative group work and the different types of cognitive load[J].Innovations in Education and Teaching International,2020(1):1-10.

[5]Nihalani P K,Mayrath M,Robinson D H.When feedback harms and collaboration helps in computer simulation environments:An expertise reversal effect[J].Journal of Educational Psychology,2011(4):776-785.

[6]Nihalani P K,Robinson D.Balancing collaboration and cognitive load to optimize individual and group desirable difficulties[J].Journal of Educational Computing Research,2022(2):433-454.

[7]Carrabba C,Farmer A.The Impact of Project-Based Learning and Direct Instruction on the Motivation and Engagement of Middle School Students[J].Online Submission,2018(2):163-174.

[8]Oluwajana D,Adeshola I,Clement S.Does the use of a Web-based collaborative platform reduces cognitive load and influence project-based student engagement?[J].Current Psychology,2021(8):2145-2158.

[9]Kirschner P A,Sweller J,Kirschner F,et al.From Cognitive Load Theory to Collaborative Cognitive Load Theory[J].International Journal of Computer-Supported Collaborative Learning,2018(13):213-233.

[10]Janssen J,Kirschner P A.Applying collaborative cognitive load theory to computer-supported collaborative learning:towards a research agenda[J].Education Tech Research Dev.2020(68):783-805.

[11]Ricker T J,Cowan N.Cognitive load as a measure of capture of the focus of attention[C]// Zheng R.(Ed).Cognitive load measurement and application:A theoretical framework research and practice.New York,NY:Routledge,2018:129-146.

[12]Deutsch M.Cooperation and Trust:Some Theoretical Notes[C]// Jones M R.(Ed.).Nebraska Symposium on Motivation.Lincoln,NE:University of Nebraska Press,1962:275-319.

[13]Bertucci A,Johnson D W,Johnson R T,et al.The Effects of Task and Resource Interdependence on Achievement and Social Support:An Exploratory Study of Italian Children[J].The Journal of Psychology Interdisciplinary and Applied,2011(4):343-360.

[14]JohnsonD W,Jonson R T.An Educational Psychology Success Story:Social Interdependence Theory and Cooperative Learning[J].Educational Researcher,2009(5):365-379.

[15]张康英.在线协作学习中情绪反馈对交互质量的影响研究[D].宁波大学,2015.

[16]Janssen J,Kirschner F,Erkens G,et al.Making the black box of collaborative learning transparent:Combining process-oriented and cognitive load approaches[J].Educational psychology review,2010(2):139-154.

[17]Gress C L,Fior M,Hadwin A F,et al.Measurement and assessment in computer-supported collaborative learning[J].Computers in Human Behavior,2010(5):806-814.

[18]Su C H.The effects of students’ motivation,cognitive load and learning anxiety in gamification software engineering education:a structural equation modeling study[J].Multimedia Tools and Applications,2016(16):10013-10036.

[19]Chen J,Wang M,Kirschner P A,et al.The role of collaboration,computer use,learning environments,and supporting strategies in CSCL:A meta-analysis[J].Review of Educational Research,2018(88):799-843.

[20]Bertucci A,Johnson D W,Johnson R T,et al.The Effects of Task and Resource Interdependence on Achievement and Social Support:An Exploratory Study of Italian Children[J].The Journal of Psychology,2011(4):343-360.

[21] Johnson D W,Johnson R T.Social interdependence and perceived academic and personal support in the classroom[J].Journal of Social Psychology,1983(120):77-82.

[22]余亮,瞿堃,陈玖豪.协作技能的结构及量表编制[J].电化教育研究,2011(8):28-34.

[23]曹树真,宋秀方,杨兵.在线测试与纸质测试的效果一样吗——基于认知负荷理论的实验研究[J].教育研究与实验,2021(4):70-76.

[24]Paas F,Gog,V T,Sweller J.Cognitive Load Theory:New Conceptualizations,Specifications,and Integrated Research Perspectives[J].Educational Psychology Review,2010(2):115-121.

[25]单美贤.CSCL协作问题解决过程中的学习支持工具研究综述[J].电化教育研究,2015(1):55-61.

[26]王辞晓,刘文辉.技术供给何以影响合作探究:基于群体信息交互有效性的实证分析[J].现代远距离教育,2021(4):25-34.

[27]Laal M.Positive interdependence in collaborative learning[J].Procedia Social and behavioral Sciences,2013(93):1433-1437.

[28]Liao C W,Chen C H,Shih S J.The interactivity of video and collaboration for learning achievement,intrinsic motivation,cognitive load,and behavior patterns in a digital game-based learning environment[J].Computers & Education,2019(133):43-55.

[29]董艳,罗泽兰,杨韵莹,等.教育信息化2.0时代视角下的教师反馈素养研究[J].电化教育研究,2021(8):35-42+58.

[30]Costley J.Fanguy M.Collaborative note-taking affects cognitive load:the interplay of completeness and interaction[J].Education Tech Research Dev,2021(69):655-671.

[31]Jansen R S,Lakens D,IJsselsteijn W A.An integrative review of the cognitive costs and benefits of note-taking[J].Educational Research Review,2017(22):223-233.

[32]Noguera I,Guerrero-Roldán A E,Masó R.Collaborative agile learning in online environments:Strategies for improving team regulation and project management[J].Computers & Education,2018(116):110-129.

基本信息:

DOI:10.13927/j.cnki.yuan.20220422.001

中图分类号:G434

引用信息:

[1]单美贤,董艳.项目式协作学习中认知负荷的影响因素研究[J].现代远距离教育,2022,No.201(03):55-62.DOI:10.13927/j.cnki.yuan.20220422.001.

基金信息:

2020年度教育部人文社会科学研究规划基金项目“基于情感计算的计算机支持合作学习环境中情感反馈模型研究”(编号:20YJA880008); 2021年度国家自然科学基金面上项目“STEM教育情境下多人同伴互动的脑协同机制与策略研究”(编号:62177011)

发布时间:

2022-04-24

出版时间:

2022-04-24

网络发布时间:

2022-04-24

检 索 高级检索