Educational Measurement for Applied Researchers: Theory into Practice
暫譯: 應用研究者的教育測量:理論與實踐
Margaret Wu, Hak Ping Tam, Tsung-Hau Jen
- 出版商: Springer
- 出版日期: 2017-01-09
- 售價: $6,400
- 貴賓價: 9.5 折 $6,080
- 語言: 英文
- 頁數: 306
- 裝訂: Hardcover
- ISBN: 9811033005
- ISBN-13: 9789811033001
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商品描述
This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring psychological traits), health (e.g. for measuring the severity of disorders), and education (e.g. for measuring student performance), and makes these analytical tools accessible to a broader audience.
Having taught assessment subjects to students from diverse backgrounds for a number of years, the three authors have a wealth of experience in presenting educational measurement topics, in-depth concepts and applications in an accessible format. As such, the book addresses the needs of readers who use CTT and IRT in their work but do not necessarily have an extensive mathematical background. The book also sheds light on common misconceptions in applying measurement models, and presents an integrated approach to different measurement methods, such as contrasting CTT with IRT and multidimensional IRT models with unidimensional IRT models. Wherever possible, comparisons between models are explicitly made. In addition, the book discusses concepts for test equating and differential item functioning, as well as Bayesian IRT models and plausible values using simple examples.
This book can serve as a textbook for introductory courses on educational measurement, as supplementary reading for advanced courses, or as a valuable reference guide for researchers interested in analyzing student assessment data.
商品描述(中文翻譯)
這本書對於一群多元的研究者和實務工作者來說,是一本寶貴的讀物,他們分析評估數據並構建測試工具。書中專注於經典測試理論(Classical Test Theory, CTT)和項目反應理論(Item Response Theory, IRT)的使用,這些理論在心理學(例如,測量心理特徵)、健康(例如,測量疾病的嚴重程度)和教育(例如,測量學生表現)等領域中經常被要求,並使這些分析工具對更廣泛的讀者群體變得可及。
三位作者在多年的教學中,向來自不同背景的學生教授評估相關科目,擁有豐富的經驗,能夠以易於理解的格式呈現教育測量主題、深入概念和應用。因此,這本書滿足了那些在工作中使用 CTT 和 IRT,但不一定具備廣泛數學背景的讀者的需求。書中還闡明了在應用測量模型時常見的誤解,並提出了一種綜合的方法來對比不同的測量方法,例如將 CTT 與 IRT 以及多維 IRT 模型與單維 IRT 模型進行對比。只要可能,書中會明確進行模型之間的比較。此外,書中還討論了測試等值和差異項目功能的概念,以及使用簡單範例的貝葉斯 IRT 模型和合理值。
這本書可以作為教育測量入門課程的教科書,作為進階課程的補充閱讀,或作為對分析學生評估數據感興趣的研究者的寶貴參考指南。