以眼球追蹤技術探究學生認知衝突與概念學習-以生物學細胞分裂主題為例

Using the eye tracking method to analyze students' cognitive conflict and concept learning on the topic of mitosis

鄭嘉惠(Cheng Chia-Hui)

指導教授 ： 楊芳瑩

國立臺灣師範大學/理學院/科學教育研究所/碩士(2016年)

https://doi.org/10.6345/NTNU202204446

摘要

本研究運用眼球追蹤法，探討具有先備知識的生命科學系大一學生之迷思概念與概念衝突。受測者分成實驗組與控制組，實驗材料為七題生物學「細胞分裂」單元常見的迷思概念題目。實驗組的受測者於測驗後給予正確答案閱讀，控制組則沒有給予答案。實驗組發現作答錯誤時，預計會產生認知衝突，為了減低認知衝突，受試者會對概念進行重新理解，藉此調節其後續閱讀相關文章的認知負荷。研究的最後階段則利用問卷調查兩個組別受測者在閱讀相關文章材料後的學習成效，是否會因為有無經歷答案的閱讀歷程而有不同。本研究利用眼球追蹤法，分析受試者閱讀題目與文章過程中的眼動模式分析是否與認知衝突相關。眼動指標包括瞳孔凝視面積變化率、總凝視時間、凝視時間對總凝視時間的百分比以及第一次閱讀凝視時間。
目前的研究結果指出，閱讀題目的瞳孔凝視面積變化率為受試者自我預估是否答題正確或錯誤的判斷力指標。而在控制組與實驗組兩組眼動指標的分析與學習成效之比較，發現實驗組在經歷認知衝突後，實驗組與控制組對於文章有相等的認知努力程度，而實驗組對於文章相關的概念閱讀有較好的理解，代表答案的閱讀歷程對於受測者是有所助益的。此外，針對認知衝突眼動模式分析結果，發現實驗組在閱讀答案的瞳孔凝視面積變化率與題目困難度有關連性。而實驗組的受測者認知衝突導致的概念改變的確會反映在後續文章的閱讀過程中，針對低難度的題目，作答錯誤的受測者會在閱讀答案的過程中調解此一衝突，並且在其後閱讀文章的過程中付出較低的認知努力程度。針對中難度與高難度的題目，閱讀錯誤答案過程的瞳孔凝視面積變化率較小，代表作答錯誤已經在自己的預期中，雖然沒有積極調解此一衝突，但已經引起注意力資源的重新分配，因此在後續文章閱讀的相關概念上給予較多的認知資源。

關鍵字

建構理論 ； 認知負荷理論 ； 迷思概念 ； 認知衝突 ； 眼球追蹤技術 ； 細胞分裂

並列摘要

In this study, we used the eye tracking method to investigate university biology students’ misconceptions and cognitive conflict. participants were divided into the experimental and control groups. Students took the misconception test first, and then proceeded to read a short expositive text. Before reading the expositive text, students of experimental group were given the correct answer of each item, while the control group read the short article without an interruption. All participants filled the questionnaire after the experiment. Students’ eye movements are recorded all the time during the experiment. The eye movement measures analyzed in the study were the changes in pupil size, first pass fixation duration time, total fixation duration and percent time fixated related to total fixation duration.
The study showed that the change of pupil area could be the indicator of self-judgment ability over the test result. The comparative analysis between the control and the experimental groups showed that both groups afforded equal cognitive efforts to the expositive text but the experimental group demonstrated better concept achievement. The study result suggested that the offer of correct answers was useful for self-learning. The eye movement analysis found that the pupil area change rate of the experimental group was related to the level of item difficulty.For the easy items, participants of the experiment group who went through cognitive conflict (i.e. those who had wrong answers) showed larger pupil area change rate but spent less time in reading the expositive text. The finding suggested that for items of low difficulty, participants were able to mediate his/her cognitive conflict immediately and consequently paid less cognitive effort to the reading of the expositive text. On the contrary, for items of the medium and high level of difficulty, participants showed smaller pupil area change rate but longer reading time. This result implied that for difficult items, students did not mediate immediately his/her cognitive conflict. As a result, reading time increased. It should be noted that the increased reading time were relocated to areas related to their misconceptions.

並列關鍵字

constructivism ； cognitive load theory ； misconception ； cognitive conflict ； eye tracking technique ； cell division

參考文獻

Aston-Jones, G., & Cohen, J. D. (2005). An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance.Annu. Rev. Neurosci., 28, 403-450.

Beatty, J. (1982). Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychological bulletin, 91(2), 276.

Brown, C. R. (1990). Some misconceptions in meiosis shown by students responding to an advanced level practical examination question in biology.Journal of Biological Education, 24(3), 182-186.

Cheng, C. H. & Yang, F. Y.(2016). Using the eye tracking method to reveal students’ cognitive conflicts. 2016 NARST, Baltimore, USA.

Chinn, C. A., & Brewer, W. F. (1993). The role of anomalous data in knowledge acquisition: A theoretical framework and implications for science instruction. Review of educational research, 63(1), 1-49.