模擬輔助理解系統對高中生統計「相關」概念學習成效之實驗研究

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陳怡君(Yi-chun Chen) 查詢紙本館藏

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學習與教學研究所

論文名稱

模擬輔助理解系統對高中生統計「相關」概念學習成效之實驗研究
(An empirical study on the learning effects of statistical correlation concepts for high school students using the Simulation Assisted Statistical Understanding system)

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摘要(中)

本研究之目的為： (1) 瞭解高中生應用「模擬輔助統計理解系統」(簡稱SASU)後，於統計「相關」概念的學習成效（以迷思概念個數為指標）；(2) 分析高中生在應用SASU前後，其在統計態度的改變情形； (3) 探究高中學生應用SASU進行統計學習之學習歷程與思考方式。
本研究主要結論如下：
一、迷思概念影響學生的學習歷程
SASU系統中的每個活動皆有其相對應的迷思概念，而迷思概念的類型會影響學習者操作SASU的歷程。就相同類型的迷思概念而言（例如皆是源自於對正相關的不理解所產生的迷思概念），其中一個迷思概念若可透過SASU系統中的教學活動釐清，將有助於SASU系統中另一個相同類型之迷思概念的學習。
二、學生的學習策略與SASU效用間具有交互作用
學生於迷思概念個數的差異，對其學習歷程中的學習策略會有不同的改變，因為學生可能透過活動的操作使概念越趨於正確。學生操作SASU的組態共包含了概念正確型、學習有效型、粗心大意型、策略作答型、歸納能力不足型、遷移能力不足型和學習散漫型，不同組態的學生會使SASU系統所能發揮的效用有所不同。
三、SASU有助於學生學習抽象的統計「相關」概念
SASU系統在科技方面是以電腦模擬為基礎；在教學內容方面採取「概念改變模式」，實驗結果顯示，SASU可增加學生之學習成效，且能延續一個月的教學成效。
四、SASU有助於改善學生學習統計的態度
有別於一般課堂上的學習，SASU將評量題目與日常生活結合，使學生體驗學習統計之實用性，進而產生興趣。實驗結果顯示，SASU能夠提升學生正面面對統計的態度。

摘要(英)

The objective of the present study is to (1) investigate the learning effects (with misconception index) of statistical correlation concepts for high school students using the Simulation Assisted Statistical Understanding (SASU); (2) analyze the attitude change in high school students towards statistics before and after using SASU; (3) and examine the learning process and thinking methods of high school students using SASU in learning statistics.
Results of the present study are as follows:
1.Students’ learning process is affected by misconception
Every activity in the SASU system focus on a specific misconception, the process of using SASU was affected by misconception. For misconceptions of the same category ( for instance, misconceptions originated from not understanding positive correlation ) , if one misconception can be clarified through teaching activities in the SASU system, other misconceptions in the same category was easier to learn.
2.An interaction effect was present between students’’ learning strategy and SASU effects
Learning strategies are affected by individual differences in misconception, as concepts can be clarified through operating in activities. Students were divided into different groups to use the SASU, including correct concept group, effective group, careless group, strategic group, lack of induction group, lack of transference group
and lazy group. The SASU system demonstrated different effectiveness for students in different groups.
3.SASU was effective in assisting students understand the abstract concept of correlation in statistics
The SASU system was based on computer simulation technology, and conception change method in teaching. Results indicated SASU was effective in improve students’ learning effects, and sustain the effects for a month.
4.SASU was effective in improving students’ attitude in learning statistics
Unlike usual classroom teaching, everyday situations were incorporated into SASU assessment questions, allowing students to appreciate the practicality of statistics and in turn, to develop an interest. Results showed SASU was effective in improving students’ attitude towards statistics.

關鍵字(中)

★ 統計態度
★ 模擬
★ 迷思概念
★ 統計教育
★ 相關

關鍵字(英)

★ correlation
★ misconception
★ statistical education
★ simulation
★ statistical attitude

論文目次

第一章緒論1
第一節研究背景與動機1
第二節研究目的4
第三節研究問題4
第四節名詞釋義5
第二章文獻探討7
第一節「相關」的迷思概念7
第二節電腦模擬教學9
第三節統計態度13
第三章研究方法與設計17
第一節研究方法17
第二節研究流程18
第三節資料蒐集23
第四章研究結果27
第一節高中生應用SASU進行統計學習對學習者的學習成效之影響27
第二節高中生應用SASU對統計「相關」概念學習的學習態度之影響32
第三節高中生應用SASU之操作歷程37
第五章研究討論45
第一節高中生應用SASU進行統計學習對學習者迷思概念之影響45
第二節高中生應用SASU對統計「相關」概念學習的統計態度之影響51
第三節實驗組學生應用SASU的歷程56
第六章結論與建議61
第一節結論61
第二節研究限制與範圍63
第三節研究建議63
參考文獻65
中文部分65
英文部分65

參考文獻

中文部分
張春興（1994）。教育心理學。臺北市：東華。
余民寧（1995）。心理與教育統計學。臺北市：三民。
蕭錦玲（2005）。以模擬為基礎的統計學習軟體之初探性評估研究。中央大學學習與教學研究所碩士論文，未出版，桃園縣。
劉子鍵、陳怡君、蕭錦玲、林怡均（2006，6月）。電腦模擬輔助學習對大學生統計「相關」概念之概念理解、迷思概念與學習態度之影響。第十屆全球華人電腦教育應用大會(GCCCE2006)。中國，北京。(已被接受)
行政院(2001) 日本政府統計資訊服務與普及統計教育之辦理成效。台北：行政院。
教育部 (2003)。九年一貫數學領域課程綱要。台北：教育部。
左台益、蔡志仁（2001）。動態視窗之橢圓教學實驗.。師大學報: 科學教育類4(1,2)，21-42。
英文部分
Benson, J. (1989). Structural components of statistical test anxiety in adults: An exploratory model. Journal of Experimental Education, 57(3), 247-261.
Benson, J., & Bandalos, D. L. (1992). Second-order confirmatory factor analysis of the reactions to tests scale with cross-validation., Multivariate Behavioral Research, 27, 459-487.
Candace Schau CS Consultants, A. (2003). Students Attitudes:The Other Important Outcome In Statistics Education. Paper presented at the Joint Statistical Meetings - Section on Statistical Education.
Cumming, G., & Thomason, N. (1998). Statplay: multimedia for statistical understanding. Paper presented at the Fifth International Conference on Teaching Statistics, Nanyang Technological University, Singapore: International Statistical Institute.
delMas, R. C., Garfield, J., & Chance, B. L. (1999). A model of classroom research in action: developing simulation activities to improve students' statistical reasoning. Journal of Statistics Education, V7N3:delMas. Available at
http://www.amstat.org/publications/jse/secure/v7n3/delmas.cfm
Gal, I., Ginsburg, L., & Schau, C. (1997) "Monitoring attitudes and beliefs in statistics education," in The Assessment Challenge in Statistics Education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS Press, 37-51.
Garfield, J. (1995). How students learn statistics. International Statistical Review, 63, 25-34.
Garfield, J. (2003). Assessing statistical reasoning. Statistics education research Journal, 2(1), 24-34.
Hawkins, A. (1997). Discussion: forward to basics! A personal view of developments in statistical education. International Statistical Review, 65(3), 280-287.
Holmes, P. (2003). 50 years of statistics teaching in english schools: some milestones. Journal of the Royal Statistical Society, 52(4), 439-474.
Janvier, C. (1987). Representation and understanding: The notion of function as an example. In C. Janvier (Ed.), Problems of Representation in the Teaching and Learning of Mathematics ( 67-71). Lawrence Erlbaum: Hillsdale, NJ.
Konold, C., Pollatsek, l., Well, A., Lohmeier, J., & Lipson, A. (1993). Inconsistencies in Students' Reasoning about Probability. Journal for Research in Mathematics Education, 24(5), 392-414.
Lovett, M. C., & Greenhouse, J. B. (2000). Applying cognitive theory to statistics instruction. American Statistician, 54(3), 196-206.
Mills, J. D. (2002). Using computer simulation methods to teach statistics: A review of the literature. Journal of Statistics Education, 10(1) ,
http://www.amstat.org/publications/jse/v10n1/mills.html
Lipson, K. (1996). What do students gain from simulation exercises: An evaluation of activities designed to develop an understanding of the sampling distribution of a proportion. Paper presented at the Research on the Role of Technology in Teaching and Learning Statistics, University of Granada, Spain.
Liu, T.-C., & Lin, Y.-C. (2005a). Applying the concept mapping method to explore high school students' understanding and misconceptions about the "correlation". Paper presented at the International Conference on Learning, Teaching and Assessment, Taiwan, Taipei.
Lin, Y.-C., & Liu, T.-C. (2005b). Applying the multiple choice text to explore high school students' understanding and misconceptions about the “correlation”. Paper presented at the Taiwan Psychology Annual Conference, Taiwan , Jung-Li.
Liu, T.-C., & Lin, Y.-C. (2006a). Explorations on high school student's statistical misconceptions with concept mapping. Statistics education research Journal. (submitted)
Liu, T.-C., & Lin, Y.-C. (2006b). Applying the two-tired diagnostic instrument to explore high school students' understanding and misconceptions about the “correlation”. Journal for research in mathematics education. (submitted)
Moore, D. S. (1997). New pedagogy and new content: The case of statistics. International Statistical Review, 65(2), 123-165.
Morris, E. J. (2001). The design and evaluation of Link: A computer-based learning system for correlation. British Journal of Educational Technology, 32(1), 39-52.
Morris, E. J., Joiner, R., & Scanlon, E. (2002). The contribution of computer-based activities to understanding statistics. Journal of Computer Assisted Learning, 18(2), 114-124.
Watson, F. S., Lang, T. R., & Kromrey, J. D. (2002). An assessment blueprint for encStat: A statistics anxiety intervention program. Paper presented at the Paper presented at the Annual Meeting of the Florida Educational Research Association (Gainesville, FL, November 6-8, 2002). U.S.Florida.
Wise, S. L. (1985). The Development and validation of a scale measuring attitudes toward statistics. Educational and Psychological Measurement, 45(2), 401-405.
Roberts, D. M., & Saxe, J. E. (1982). Validity of a statistics attitude survey: A follow-up study. Educational & Psychological Measurement, 42(3), 907-912.
Schau, C., & Stevens, J. (1995). The development and validation of the survey of attitudes toward statistics. Educational & Psychological Measurement, 55(5), 868-875.
Shultz, K. S., & Koshino, H. (1998). Evidence of reliability and validity for Wise's attitude toward statistics scale. Psychological Reports, 82(1), 27.
Snell, J. L. (1995). The Journal of Statistics Education Information Service and other Internet resources for statistics teachers, American Statistician, 49, 372-375.
Zeidner, M. (1991). Statistics and mathematics anxiety in social science students: some interesting parallels. British Journal of Educational Psychology, 61, 319-328.

指導教授

劉子鍵(Tzu-chien Liu)

審核日期

2007-7-5

推文