Using Statistics in the Social and Health Sciences with SPSS and Excel(Hardcover)
暫譯: 使用統計學於社會與健康科學:SPSS與Excel應用(精裝版)

Martin Lee Abbott

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商品描述

Provides a step-by-step approach to statistical procedures to analyze data and conduct research, with detailed sections in each chapter explaining SPSS® and Excel® applications

This book identifies connections between statistical applications and research design using cases, examples, and discussion of specific topics from the social and health sciences. Researched and class-tested to ensure an accessible presentation, the book combines clear, step-by-step explanations for both the novice and professional alike to understand the fundamental statistical practices for organizing, analyzing, and drawing conclusions from research data in their field.

The book begins with an introduction to descriptive and inferential statistics and then acquaints readers with important features of statistical applications (SPSS and Excel) that support statistical analysis and decision making. Subsequent chapters treat the procedures commonly employed when working with data across various fields of social science research. Individual chapters are devoted to specific statistical procedures, each ending with lab application exercises that pose research questions, examine the questions through their application in SPSS and Excel, and conclude with a brief research report that outlines key findings drawn from the results. Real-world examples and data from social and health sciences research are used throughout the book, allowing readers to reinforce their comprehension of the material.

Using Statistics in the Social and Health Sciences with SPSS® and Excel® includes:

• Use of straightforward procedures and examples that help students focus on understanding of analysis and interpretation of findings

• Inclusion of a data lab section in each chapter that provides relevant, clear examples

• Introduction to advanced statistical procedures in chapter sections (e.g., regression diagnostics) and separate chapters (e.g., multiple linear regression) for greater relevance to real-world research needs

Emphasizing applied statistical analyses, this book can serve as the primary text in undergraduate and graduate university courses within departments of sociology, psychology, urban studies, health sciences, and public health, as well as other related departments. It will also be useful to statistics practitioners through extended sections using SPSS® and Excel® for analyzing data.

Martin Lee Abbott, PhD, is Professor of Sociology at Seattle Pacific University, where he has served as Executive Director of the Washington School Research Center, an independent research and data analysis center funded by the Bill & Melinda Gates Foundation. Dr. Abbott has held positions in both academia and industry, focusing his consulting and teaching in the areas of statistical procedures, program evaluation, applied sociology, and research methods. He is the author of Understanding Educational Statistics Using Microsoft Excel® and SPSS®, The Program Evaluation Prism: Using Statistical Methods to Discover Patterns, and Understanding and Applying Research Design, also from Wiley.

商品描述(中文翻譯)

提供逐步的方法來進行統計程序以分析數據和進行研究,每章中都有詳細的部分解釋 SPSS® 和 Excel® 的應用。

本書識別統計應用與研究設計之間的聯繫,使用案例、範例和社會及健康科學的特定主題討論。經過研究和課堂測試以確保易於理解的呈現,本書結合了清晰的逐步解釋,讓初學者和專業人士都能理解其領域中組織、分析和從研究數據中得出結論的基本統計實踐。

本書首先介紹描述性統計和推論統計,然後讓讀者熟悉支持統計分析和決策的重要統計應用(SPSS 和 Excel)的特徵。隨後的章節處理在社會科學研究的各個領域中常用的數據處理程序。每個章節專門針對特定的統計程序,每章結尾都有實驗室應用練習,提出研究問題,通過在 SPSS 和 Excel 中的應用來檢視問題,並以簡短的研究報告結束,概述從結果中得出的關鍵發現。全書使用社會和健康科學研究的真實案例和數據,讓讀者能夠加強對材料的理解。

《使用 SPSS® 和 Excel® 的社會與健康科學統計》包括:

• 使用簡單明瞭的程序和範例,幫助學生專注於理解分析和解釋結果
• 每章包含一個數據實驗室部分,提供相關且清晰的範例
• 在章節部分(例如,回歸診斷)和單獨章節(例如,多元線性回歸)中介紹進階統計程序,以更好地滿足現實世界的研究需求

本書強調應用統計分析,可以作為社會學、心理學、城市研究、健康科學和公共衛生等系所的本科和研究生課程的主要教材,對於統計實務工作者也將通過使用 SPSS® 和 Excel® 進行數據分析的擴展部分而有所幫助。

馬丁·李·阿博特 (Martin Lee Abbott),博士,是西雅圖太平洋大學的社會學教授,曾擔任華盛頓學校研究中心的執行主任,該中心是一個由比爾和梅琳達·蓋茨基金會資助的獨立研究和數據分析中心。阿博特博士在學術界和業界均有任職,專注於統計程序、計劃評估、應用社會學和研究方法的諮詢和教學。他是《使用 Microsoft Excel 理解教育統計》、《SPSS®》、《計劃評估棱鏡:使用統計方法發現模式》和《理解與應用研究設計》等書的作者,這些書籍也由 Wiley 出版。