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題名 以相關係數探討題組型試題之鑑別度
An exploratory study of discrimination index of testlet by using correlation coefficient
作者 李昕儀
貢獻者 宋傳欽<br>譚克平
李昕儀
關鍵詞 相關係數
點二系列相關
題組
子題
鑑別度
淨得分
淨鑑別度
correlation coefficient
point-biserial correlation
testlet
item within testlet
discrimination index
net score
net discrimination index
日期 2010
上傳時間 5-Oct-2011 14:39:39 (UTC+8)
摘要 題組題是依據所提供之新情境和資料作答的試題類型,它能測量到學生的理解、應用、分析或評鑑能力,一般來說,同一題組內各子題有某種程度的關聯性。由於題組題是近幾年國民中學基本學力測驗常見的試題類型,且目前各種鑑別度定義僅針對單一試題作鑑別度分析,若將其應用在分析題組型試題鑑別度時,除了無法計算題組本身的鑑別度之外,甚至會忽略題組內各子題之間的關聯性。此外,目前題組鑑別度的相關研究並不多,故本論文以複相關係數的觀點探討其鑑別度,提供新的研究方向。本文先分析獨立型試題鑑別度,並將其研究結果拓展至題組型試題。對於獨立型試題,本文驗證了以點二系列相關為定義的鑑別度是以相關係數為定義的鑑別度之特例。對於題組型試題,在蒐集測驗結果資料後,本文運用迴歸分析的技巧計算「題組本身」鑑別度,同時,為了探求在排除同一題組內前面各子題影響力後的子題鑑別度對於該題組鑑別度的貢獻程度,故本文提出「淨得分」與「淨鑑別度」的新概念,並發現題組鑑別度與各子題淨鑑別度之間有密切的關聯性;再者,本文亦提供了檢定各子題淨鑑別度是否顯著的統計方法。最後,以99年第一次國中基測英語科試題為例,利用本文研究結果計算其獨立型試題鑑別度以及題組試題之題組鑑別度、各子題鑑別度與各子題淨鑑別度,並與其它有關試題鑑別度的研究作比較與分析。
For testlet, it is answered by the provided new situation and information, can measure the student’s understanding, application, analysis and judging ability. Generally speaking, a relation exists in each item within testlet. In the recent years, testlet is an usual type in the Basic Competence Test for Junior High School. Moreover, current all definitions of discrimination index are only focusing on the single item. When these definitions are applied to analyze the discrimination index of testlet directly, not only the discrimination index of testlet can not be calculated but the relation between items within testlet will be neglected. Furthermore, due to the lack of the discrimination index study on testlet, this thesis investigates the discrimination index of testlet by regression analysis with the view point of multiple correlation coefficient and provides a new direction for the following study. This thesis is investigating the discrimination index of independent items, and this result is applied to testlet. For individual items, this study proves that point-biserial correlation is a special case of correlation coefficient. For testlet, after data collection, this study calculates the discrimination index of testlet itself by regression analysis. In the meantime, for investigating the contribution of the discrimination index of testlet of item within testlet which is getting rid of the influence of the previous items in the same testlet, this study proposes a new concept of “net score” and “net discrimination”. First, this study finds the close relation between the discrimination index of testlet and item within testlet. Second, this study states how to find the “net” discrimination index of item within testlet is remarkable or not by statistics. Finally, this study takes the English test items of the First Basic Competence Test for Junior High School Students in 2010 as example to calculate their discrimination index of individual item, testlet, item with testlet, and the net discrimination index of item within testlet, separately, by the deduced formula. A comparison and analysis between this and related study also have been taken into process in this study.
參考文獻 Rao, C. R. (1973). Linear statistical inference and its applications, 2nd ed. New York: Wiley.
王麗雯(1993)。試題鑑別度之研究—以雙隨機變數迴歸模式探討。國立中興大學統計學研究所碩士論文,台北。
謝佩瑾(2001)。以費雪正確性檢定衡量試題鑑別度。國立新竹師範學院數理研究所碩士論文,新竹。
傅怡銅(2003)。試題分析—鑑別度之探討與比較。國立台北大學統計學研究所碩士論文,台北。
呂金川(2008)。機率架構下獨立型試題之統計分析。國立政治大學應用數學系碩士論文,台北。
施焱騰(2008)。題組測驗效果之統計分析。國立政治大學應用數學系碩士論文,台北。
余民寧(1997)。教育測驗與評量—成就測驗與教學評量。台北:心理出版社。
余民寧(2005)。心理與教育統計學(修訂二版)。台北:三民書局。
李坤崇(2006)。教學評量。台北:心理出版社。
郭生玉(1991)。心理與教育測驗(六版)。台北:精華書局。
陳順宇(2009)。迴歸分析(四版)。台北:三民書局。
陳順宇(2005)。多變量分析(四版)。台北:華泰書局。
歐滄和(2002)。教育測驗與評量。台北:心理出版社。
描述 碩士
國立政治大學
應用數學系數學教學碩士在職專班
97972001
99
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0097972001
資料類型 thesis
dc.contributor.advisor 宋傳欽<br>譚克平zh_TW
dc.contributor.author (Authors) 李昕儀zh_TW
dc.creator (作者) 李昕儀zh_TW
dc.date (日期) 2010en_US
dc.date.accessioned 5-Oct-2011 14:39:39 (UTC+8)-
dc.date.available 5-Oct-2011 14:39:39 (UTC+8)-
dc.date.issued (上傳時間) 5-Oct-2011 14:39:39 (UTC+8)-
dc.identifier (Other Identifiers) G0097972001en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/51311-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 應用數學系數學教學碩士在職專班zh_TW
dc.description (描述) 97972001zh_TW
dc.description (描述) 99zh_TW
dc.description.abstract (摘要) 題組題是依據所提供之新情境和資料作答的試題類型,它能測量到學生的理解、應用、分析或評鑑能力,一般來說,同一題組內各子題有某種程度的關聯性。由於題組題是近幾年國民中學基本學力測驗常見的試題類型,且目前各種鑑別度定義僅針對單一試題作鑑別度分析,若將其應用在分析題組型試題鑑別度時,除了無法計算題組本身的鑑別度之外,甚至會忽略題組內各子題之間的關聯性。此外,目前題組鑑別度的相關研究並不多,故本論文以複相關係數的觀點探討其鑑別度,提供新的研究方向。本文先分析獨立型試題鑑別度,並將其研究結果拓展至題組型試題。對於獨立型試題,本文驗證了以點二系列相關為定義的鑑別度是以相關係數為定義的鑑別度之特例。對於題組型試題,在蒐集測驗結果資料後,本文運用迴歸分析的技巧計算「題組本身」鑑別度,同時,為了探求在排除同一題組內前面各子題影響力後的子題鑑別度對於該題組鑑別度的貢獻程度,故本文提出「淨得分」與「淨鑑別度」的新概念,並發現題組鑑別度與各子題淨鑑別度之間有密切的關聯性;再者,本文亦提供了檢定各子題淨鑑別度是否顯著的統計方法。最後,以99年第一次國中基測英語科試題為例,利用本文研究結果計算其獨立型試題鑑別度以及題組試題之題組鑑別度、各子題鑑別度與各子題淨鑑別度,並與其它有關試題鑑別度的研究作比較與分析。zh_TW
dc.description.abstract (摘要) For testlet, it is answered by the provided new situation and information, can measure the student’s understanding, application, analysis and judging ability. Generally speaking, a relation exists in each item within testlet. In the recent years, testlet is an usual type in the Basic Competence Test for Junior High School. Moreover, current all definitions of discrimination index are only focusing on the single item. When these definitions are applied to analyze the discrimination index of testlet directly, not only the discrimination index of testlet can not be calculated but the relation between items within testlet will be neglected. Furthermore, due to the lack of the discrimination index study on testlet, this thesis investigates the discrimination index of testlet by regression analysis with the view point of multiple correlation coefficient and provides a new direction for the following study. This thesis is investigating the discrimination index of independent items, and this result is applied to testlet. For individual items, this study proves that point-biserial correlation is a special case of correlation coefficient. For testlet, after data collection, this study calculates the discrimination index of testlet itself by regression analysis. In the meantime, for investigating the contribution of the discrimination index of testlet of item within testlet which is getting rid of the influence of the previous items in the same testlet, this study proposes a new concept of “net score” and “net discrimination”. First, this study finds the close relation between the discrimination index of testlet and item within testlet. Second, this study states how to find the “net” discrimination index of item within testlet is remarkable or not by statistics. Finally, this study takes the English test items of the First Basic Competence Test for Junior High School Students in 2010 as example to calculate their discrimination index of individual item, testlet, item with testlet, and the net discrimination index of item within testlet, separately, by the deduced formula. A comparison and analysis between this and related study also have been taken into process in this study.en_US
dc.description.tableofcontents 摘要 iii
ABSTRACT iv
目錄 v
表目錄 vi
第一章 緒論 1
1.1前言 1
1.2研究動機 1
1.3論文架構 3
第二章 文獻探討 4
2.1試題鑑別度的理論 4
2.2試題鑑別度的相關研究 12
第三章 獨立型試題鑑別度之探討 23
3.1基本假設 23
3.2相關係數鑑別度 23
3.3範例 27
第四章 題組型試題子題及題組鑑別度之探討 29
4.1基本假設 29
4.2題組內子題之鑑別度 30
4.3題組之鑑別度 32
4.4題組內子題之淨鑑別度 34
4.5範例 39
第五章 實例分析 44
5.1資料來源 44
5.2資料分析 45
第六章 總結 52
6.1研究結論 52
6.2研究建議 53
參考文獻 54
附錄一 鑑別度程式及其使用說明 55
附錄二 定理4.3證明 58
附錄三 99年第一次國民中學學生基本學力測驗英語科題本 61
附錄四 99年第一次國民中學學生基本學力測驗英語科題本參考答案 75
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0097972001en_US
dc.subject (關鍵詞) 相關係數zh_TW
dc.subject (關鍵詞) 點二系列相關zh_TW
dc.subject (關鍵詞) 題組zh_TW
dc.subject (關鍵詞) 子題zh_TW
dc.subject (關鍵詞) 鑑別度zh_TW
dc.subject (關鍵詞) 淨得分zh_TW
dc.subject (關鍵詞) 淨鑑別度zh_TW
dc.subject (關鍵詞) correlation coefficienten_US
dc.subject (關鍵詞) point-biserial correlationen_US
dc.subject (關鍵詞) testleten_US
dc.subject (關鍵詞) item within testleten_US
dc.subject (關鍵詞) discrimination indexen_US
dc.subject (關鍵詞) net scoreen_US
dc.subject (關鍵詞) net discrimination indexen_US
dc.title (題名) 以相關係數探討題組型試題之鑑別度zh_TW
dc.title (題名) An exploratory study of discrimination index of testlet by using correlation coefficienten_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Rao, C. R. (1973). Linear statistical inference and its applications, 2nd ed. New York: Wiley.zh_TW
dc.relation.reference (參考文獻) 王麗雯(1993)。試題鑑別度之研究—以雙隨機變數迴歸模式探討。國立中興大學統計學研究所碩士論文,台北。zh_TW
dc.relation.reference (參考文獻) 謝佩瑾(2001)。以費雪正確性檢定衡量試題鑑別度。國立新竹師範學院數理研究所碩士論文,新竹。zh_TW
dc.relation.reference (參考文獻) 傅怡銅(2003)。試題分析—鑑別度之探討與比較。國立台北大學統計學研究所碩士論文,台北。zh_TW
dc.relation.reference (參考文獻) 呂金川(2008)。機率架構下獨立型試題之統計分析。國立政治大學應用數學系碩士論文,台北。zh_TW
dc.relation.reference (參考文獻) 施焱騰(2008)。題組測驗效果之統計分析。國立政治大學應用數學系碩士論文,台北。zh_TW
dc.relation.reference (參考文獻) 余民寧(1997)。教育測驗與評量—成就測驗與教學評量。台北:心理出版社。zh_TW
dc.relation.reference (參考文獻) 余民寧(2005)。心理與教育統計學(修訂二版)。台北:三民書局。zh_TW
dc.relation.reference (參考文獻) 李坤崇(2006)。教學評量。台北:心理出版社。zh_TW
dc.relation.reference (參考文獻) 郭生玉(1991)。心理與教育測驗(六版)。台北:精華書局。zh_TW
dc.relation.reference (參考文獻) 陳順宇(2009)。迴歸分析(四版)。台北:三民書局。zh_TW
dc.relation.reference (參考文獻) 陳順宇(2005)。多變量分析(四版)。台北:華泰書局。zh_TW
dc.relation.reference (參考文獻) 歐滄和(2002)。教育測驗與評量。台北:心理出版社。zh_TW