Measurement Models for Psychological Attributes
暫譯: 心理特質的測量模型
Sijtsma, Klaas, Van Der Ark, L. Andries
- 出版商: CRC
- 出版日期: 2020-10-23
- 售價: $7,460
- 貴賓價: 9.5 折 $7,087
- 語言: 英文
- 頁數: 428
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1439881340
- ISBN-13: 9781439881347
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商品描述
Despite the overwhelming use of tests and questionnaires, the psychometric models for constructing these instruments are often poorly understood, leading to suboptimal measurement. Measurement Models for Psychological Attributes is a comprehensive and accessible treatment of the common and the less than common measurement models for the social, behavioral, and health sciences. The monograph explains the adequate use of measurement models for test construction, points out their merits and drawbacks, and critically discusses topics that have raised and continue to raise controversy. Because introductory texts on statistics and psychometrics are sufficient to understand its content, the monograph may be used in advanced courses on applied psychometrics and is attractive to both researchers and graduate students in psychology, education, sociology, political science, medicine and marketing, policy research, and opinion research.
The monograph provides an in-depth discussion of classical test theory and factor models in Chapter 2; nonparametric and parametric item response theory in Chapter 3 and Chapter 4, respectively; latent class models and cognitive diagnosis models in Chapter 5; and discusses pairwise comparison models, proximity models, response time models, and network psychometrics in Chapter 6. The chapters start with the theory and methods of the measurement model and conclude with a real-data example illustrating the measurement model.
商品描述(中文翻譯)
儘管測試和問卷的使用非常普遍，但用於構建這些工具的心理測量模型往往不被充分理解，導致測量結果不理想。《心理特徵的測量模型》是一本全面且易於理解的著作，涵蓋了社會科學、行為科學和健康科學中常見及不常見的測量模型。這本專著解釋了測量模型在測試構建中的適當使用，指出了它們的優點和缺點，並批判性地討論了引發爭議的主題。由於統計學和心理測量學的入門書籍足以理解其內容，因此這本專著可用於應用心理測量學的高級課程，並對心理學、教育學、社會學、政治學、醫學、市場研究、政策研究和輿論研究的研究人員及研究生具有吸引力。
這本專著在第二章深入討論了經典測試理論和因素模型；在第三章和第四章分別介紹了非參數和參數的項目反應理論；在第五章探討了潛在類別模型和認知診斷模型；第六章則討論了成對比較模型、接近模型、反應時間模型和網絡心理測量學。各章節從測量模型的理論和方法開始，並以一個真實數據示例來說明測量模型作結。
作者簡介
Klaas Sijtsma is a professor of Methods of Psychological Research at the Tilburg School of Social and Behavioral Sciences, Tilburg University, the Netherlands. His research specializes in psychometrics, in particular, all issues related to the measurement of psychological attributes by means of tests and questionnaires. He is a past President of the Psychometric Society, editorial board member for several journals, and has authored two other books on measurement.
Andries L. van der Ark is professor of Psychometrics at the Research Institute of Child Development and Education, Faculty of Social and Behavioural Sciences, University of Amsterdam, the Netherlands. His primary research interests include reliability analysis, nonparametric item response theory, and categorical data analysis. The authors have published over 40 papers together on measurement in the social and behavioral sciences.
作者簡介(中文翻譯)
Klaas Sijtsma 是荷蘭蒂爾堡大學社會與行為科學學院心理研究方法的教授。他的研究專注於心理測量學，特別是與通過測試和問卷測量心理特徵相關的所有問題。他曾擔任心理測量學會的會長，並且是幾本期刊的編輯委員會成員，還著有兩本有關測量的書籍。
Andries L. van der Ark 是荷蘭阿姆斯特丹大學社會與行為科學院兒童發展與教育研究所的心理測量學教授。他的主要研究興趣包括信度分析、非參數項目反應理論和類別數據分析。這兩位作者在社會與行為科學的測量方面共同發表了超過40篇論文。
