The Handbook of Qualitative and Quantitative Content Analysis: Introduction to Classical, Digital, AI-supported, and Automated Data Analysis
暫譯: 質性與量性內容分析手冊:古典、數位、AI 支援及自動化數據分析入門
Schneijderberg, Christian, Wieczorek, Oliver, Steinhardt, Isabel
- 出版商: Routledge
- 出版日期: 2026-01-23
- 售價: $14,470
- 貴賓價: 9.8 折 $14,181
- 語言: 英文
- 頁數: 632
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032803134
- ISBN-13: 9781032803135
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相關分類:
Python、Text-mining
海外代購書籍(需單獨結帳)
商品描述
Translated from German, The Handbook of Qualitative and Quantitative Content Analysis is a comprehensive handbook which offers an application-orientated introduction to qualitative and quantitative content analysis methods.
The book provides explanations for beginners from bachelor level onwards on how to select an appropriate qualitative or quantitative content analysis method and how to use the chosen method(s) depending on research interest and amount of data. Part 1 defines the basics of qualitative and quantitative content analysis and empirical research, including research quality conventions and how to do interpretation; Part 2 is a practical guide to classical qualitative content analysis and semi-automated quantitative content analysis; and Part 3 introduces Python alongside automated techniques such as correspondence analysis, semantic network analysis, sentiment analysis, and topic modelling using generative and deep learning algorithms. Each of these sections are enriched with extensive examples and cover a range of software applications, including AntConc, MAXQDA, Python, and VosViewer.
This is the ideal resource for anyone interested in content analysis research methods across the social sciences, humanities, and data sciences.
商品描述(中文翻譯)
《定性與定量內容分析手冊》是一本從德文翻譯而來的綜合性手冊,提供了針對定性和定量內容分析方法的應用導向介紹。
本書為初學者(從學士階段起)提供了如何選擇適當的定性或定量內容分析方法的解釋,以及如何根據研究興趣和數據量使用所選擇的方法。第一部分定義了定性和定量內容分析及實證研究的基本概念,包括研究質量規範和如何進行解釋;第二部分是關於經典定性內容分析和半自動化定量內容分析的實用指南;第三部分則介紹了Python及自動化技術,如對應分析、語意網絡分析、情感分析和使用生成式及深度學習算法的主題建模。這些部分都配有豐富的範例,並涵蓋了多種軟體應用,包括AntConc、MAXQDA、Python和VosViewer。
這是一本理想的資源,適合對社會科學、人文學科和數據科學中的內容分析研究方法感興趣的任何人。
作者簡介
Christian Schneijderberg holds a PhD in sociology and is a senior researcher at the International Center for Higher Education Research at the University of Kassel, Germany.
Oliver Wieczorek holds a PhD in sociology and is a senior researcher in governance and organization at the International Center for Higher Education Research at the University of Kassel, Germany.
Isabel Steinhardt is a professor of sociology of education and head of the department of sociology at Paderborn University, Germany.
作者簡介(中文翻譯)
Christian Schneijderberg 擁有社會學博士學位,並且是德國卡塞爾大學國際高等教育研究中心的高級研究員。
Oliver Wieczorek 擁有社會學博士學位,並且是德國卡塞爾大學國際高等教育研究中心的治理與組織高級研究員。
Isabel Steinhardt 是德國帕德博恩大學的教育社會學教授及社會學系主任。