Statistics for Social Work with SPSS

Statistics for Social Work with SPSS by Serge Lee is a practical resource published by Cognella, Incorporated in December 2021. This 312-page book is designed to help readers understand, organize, analyze, and interpret data using the Statistical Package for the Social Sciences (SPSS). It provides a user-friendly approach to statistics, making it suitable for both manual calculations and technology-assisted analysis.
The content begins with an introduction to statistics and research, progressing through various topics such as variables, frequency distributions, and measures of central tendency. Additional chapters delve into probability, hypothesis testing, correlation, and regression analysis, among others. Each chapter includes clear explanations of key terms, formulas, and calculations, along with study questions and specific SPSS instructions. This edition aims to present statistical concepts in an accessible manner, making it a valuable resource for undergraduate and graduate courses in social work statistics and related fields within the social sciences.
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Statistics for Social Work with SPSS provides readers with a user-friendly, evidence-based, and practical resource to help them make sense of, organize, analyze, and interpret data in contemporary contexts. It incorporates one of the most well-known statistics software applications, the Statistical Package for the Social Science (SPSS), within each chapter to help readers integrate their knowledge either manually or with the assistance of technology.
The book begins with a brief introduction to statistics and research, followed by chapters that address variables, frequency distributions, measures of central tendency, and measures of variability. Additional chapters cover probability and hypothesis testing; normal distribution and Z score; correlation; simple linear regression; one-way ANOVA; and more. Each chapter features concise, simple explanations of key terms, formulas, and calculations; study questions and answers; specific SPSS instructions on computerized computations; and evidence-based, practical examples to support the learning experience.
Presenting students with highly accessible and universally understandable statistical concepts, Statistics for Social Work with SPSS is an ideal textbook for undergraduate and graduate-level courses in social work statistics, as well as research-based courses within the social and behavioral sciences.
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