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研究生: 阮靖雅
Chin-Ya Juan
論文名稱: 基於概念圖引導策略之線上合作擬題學習模式對國中自然科學習成效之影響
Effects of a Concept Mapping-Based Online Cooperative Problem-Posing Approach on Students’ Learning Achievement of Natural Science in Junior High Schools.
指導教授: 黃國禎
Gwo-Jen Hwang
口試委員: 賴秋琳
Chiu-Lin Lai
陳秀玲
Hsiu-Ling Chen
張靜宜
Ching-Yi Chang
學位類別: 碩士
Master
系所名稱: 人文社會學院 - 數位學習與教育研究所
Graduate Institute of Digital Learning and Education
論文出版年: 2021
畢業學年度: 109
語文別: 中文
論文頁數: 98
中文關鍵詞: 合作學習概念圖擬題策略問題解決能力互動內容分析
外文關鍵詞: Cooperative learning, Concept map, Problem-posing, Problem solving skills, Learning behavior analysis
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  • 隨著電腦與網路科技的進步,線上合作學習已然成為了一種重要的學習模式。學者表示,若在合作學習活動中未建立良好學習鷹架,學生在合作過程中可能互動討論的深度不足,甚至於參與狀況不佳,因而影響學習成效。擬題策略是一個可以引導學生進行深度思考的活動設計策略,對於促進學生在合作過程中加深討論的深度及多元思考有一定程度的幫助。然而,學者也指出此策略對於許多學生來說是困難的學習活動,如果沒有適當的鷹架輔助,可能會造成學生的認知負荷過高且無法提出高品質的題目。概念圖是一種視覺化的認知工具,有助於學生組織學習內容,並且對於整體知識有更全面的瞭解,更能夠促進學生在擬題過程中加深與加廣地思考。因此,本研究嘗試於線上合作擬題活動中導入概念圖引導策略,並開發了基於概念圖引導策略之線上合作擬題學習系統。為了瞭解這個學習系統的應用成效,本研究採用準實驗設計,針對國中一年級自然科植物的構造與運輸單元進行實驗。實驗組的學生使用基於概念圖引導策略之線上合作擬題學習系統進行學習;控制組則使用一般線上合作擬題學習系統進行學習。研究結果顯示,基於概念圖引導策略之線上合作擬題學習系統的學生,相較於採用一般線上合作擬題學習系統的學生,在概念關聯性測驗、學習動機及問題解決能力都有較好的表現。同時,在學習互動內容分析方面,發現實驗組之互動模式更有助於建構知識,並幫助學生有效表達自己的想法。另外,兩組學生在認知負荷方面並沒有顯著的差異,代表導入概念圖引導策略之線上合作擬題模式並不會增加學生的認知負荷。


    With the advancement of computer and Internet technology, online cooperative learning has become an important mode of learning. Scholars say that without appropriate learning strategies or activity design in cooperative learning activities, students may not interact deeply enough during the collaborative process, or even participate poorly, thus affecting learning effectiveness. The proposed problem-posing strategy is an activity design strategy that can lead students to deeper thinking, and it is helpful to a certain extent in facilitating students' deeper discussion and multiple thinking during the collaborative process. However, scholars also point out that this strategy is a difficult learning activity for many students, and without appropriate scaffolding, students may be cognitively overloaded and unable to produce high-quality questions. Concept mapping is a visual cognitive tool that helps students organize their learning and gain a more comprehensive understanding of the overall knowledge, and facilitates students' deeper and broader thinking in the process of problem formulation. Therefore, this study attempted to introduce concept mapping strategies in online cooperative problem-posing activities and developed a concept mapping-based online cooperative problem-posing system. In order to understand the effectiveness of this learning system, a quasi-experimental design was used to conduct an experiment on the construction and transportation unit of a first-grade nature plant. The students in the experimental group learned with the proposed approach, while the control group learned with the conventional online cooperative problem-posing approach. The results show that the students learning with the concept mapping-based online cooperative problem-posing approach showed better learning achievement regarding concept relationships as well as higher learning motivation and problem-solving ability than those who adopt the conventional online cooperative problem-posing approach. Meanwhile, in terms of learning behaviors, it is found that the interactive mode of the experimental group is more helpful to students in constructing knowledge and expressing their ideas. In addition, there is no significant difference between the two groups of students in terms of cognitive load, which means that the concept mapping-based online cooperative problem-posing approach did not increase the cognitive load of the students.

    目錄 摘要 7 Abstract 8 第一章 緒論 10 1.1 研究背景與動機 10 1.2 研究目的與問題 12 1.3 名詞解釋 13 1.3.1 合作學習(Cooperative Learning) 13 1.3.2 擬題策略(Problem posing) 14 1.3.3 概念圖(Concept map) 14 1.3.4 學習成就(Learning effect) 14 1.3.5 學習動機(Learning motivation) 15 1.3.6 問題解決能力(Problem solving skills) 15 1.3.7 認知負荷(Cognitive load) 15 1.3.8 互動內容分析(Interactive content analysis) 15 第二章 文獻探討 17 2.1 線上合作學習 17 2.2 擬題策略 18 2.3 概念圖 20 第三章 基於概念圖引導策略之線上合作擬題學習系統 23 3.1 系統架構與功能 23 3.2 系統介面與設計 27 第四章 研究設計 35 4.1 研究架構 35 4.2 研究對象 36 4.3 研究課程 37 4.4 實驗流程 37 4.5 研究工具 38 4.5.1 植物學習成就測驗 39 4.5.2 學習動機量表 39 4.5.3 合作學習傾向量表 40 4.5.4 問題解決能力量表 40 4.5.5 擬題評分標準 40 4.5.6認知負荷量表 42 4.5.7 互動內容分析 42 4.6 資料處理與分析 43 第五章 研究結果與分析 45 5.1 學習成就 45 5.2 學習動機 47 5.3 合作學習傾向 48 5.4問題解決能力 49 5.5 擬題品質 50 5.6 認知負荷 52 5.7 互動內容分析 54 第六章 結論與討論 61 6.1研究結論 61 6.1.1學習成就 61 6.1.2 學習動機 62 6.1.3合作學習傾向 63 6.1.4問題解決能力 64 6.1.5擬題品質 65 6.1.6認知負荷 65 6.1.7互動內容分析 66 6.2未來研究展望與建議 67 參考文獻 69 附件一 擬題前測 學習單 83 附件二 植物相關先備知識 測驗考卷 84 附件三 植物構造與運輸 測驗考卷 88 附件四 學習動機問卷 92 附件五 合作學習傾向問卷 93 附件六 認知負荷問卷 94 附件七 問題解決能力問卷 95 附件八 植物維管束概念圖 96 附件九 植物維管束組織概念圖 97 附件十 植物運輸概念圖 98   圖目錄 圖 3 1 系統架構圖 23 圖 3 2 聊天模組之介面 24 圖 3 3互動概念圖之介面 25 圖 3 4線上學習單之介面 26 圖 3 5概念圖引導策略之線上合作擬題系統學習流程 27 圖 3 6實驗組-系統登入介面 28 圖 3 7實驗組-概念圖引導介面 29 圖 3 8實驗組-未達60分之介面 30 圖 3 9實驗組-概念圖回饋介面 30 圖 3 10實驗組-概念圖回饋之點選文字 31 圖 3 11實驗組-擬題介面 32 圖 3 12實驗組-擬提舉例 32 圖 3 13一般線上合作擬題學習系統學習流程 33 圖 3 14控制組-學習單介面 34 圖 3 15控制組-學習單回饋 34 圖 4 1 研究架構 35 圖 4 2 實驗設計流程 38 圖 5 1 兩組之線上互動學習互動內容的轉換圖 58 圖 5 1 兩組之線上互動學習互動內容的差異圖 59 表目錄 表 4 1擬題品質的評分標準 41 表 4 2互動內容編碼表 43 表 5 1學習成效之ANCOVA分析摘要表 46 表 5 2選擇題與配合題之ANCOVA分析摘要表 47 表 5 3學習動機之ANCOVA分析摘要表 48 表 5 4合作學習傾向之ANCOVA分析摘要表 49 表 5 5問題解決之ANCOVA分析摘要表 50 表 5 6擬題品質之ANCOVA分析摘要表 52 表 5 7認知負荷之獨立樣本t檢定分析摘要表 53 表 5 8兩組之事件頻率轉換表 55 表 5 9實驗組之調整殘差表(Z-scores) 56 表 5 10控制組之調整殘差表(Z-scores) 57

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