Analyzing Quantitative Data : From Description to Explanation

by Norman Blaikie

• ISBN13: 9780761967583
• ISBN10: 0761967583
• eBook ISBN(s): 9781446223659
• Format: Hardcover
• Copyright: 2003-03-06
• Publisher: Sage Publications Ltd
• More Book Details

Summary

What basic knowledge and skills do novice researchers in social science require? How can students be helped to over-come 'symbol phobia' or 'figure blindness'? This generous and constantly insightful book is designed for social researchers who need to know what procedures to use under what circumstances, in practical research projects. It accomplishes this without requiring an in-depth understanding of statistical theory, but also avoids both trivializing procedures or resorting to 'cookbook' techniques. Among the key features of the book are: - Accessibility - Organization of the wide, often bewildering array of methods of data analysis into a coherent and user-friendly scheme of classification: types of analysis and levels of measurement - Demystification - the first chapter unpacks commonly taken-for-granted concepts such as 'analysis', 'data' and 'quantitative' - Location of methods in real research problems The book is a triumphant introduction to the theory and practice of quantitative methods. It will quickly establish itself as essential reading for students doing social research throughout the social sciences. 'With this book Norman Blaikie retains his reputation as the leading rapporteur and raconteur of social research methodology. With many other introductory texts, data analysis becomes just an exercise unto itself, and students (sometimes) learn to go through the motions without really knowing why. After working with Blaikie's text, novice researchers will know why quantitative inquiry is important' - Ray Pawson, University of Leeds

Table of Contents

List of Figures	xiv
List of Tables	xvi
Acknowledgements	xx
Introduction: About the Book	1	(9)
Social Research and Data Analysis: Demystifying Basic Concepts	10	(27)
Data Analysis in Context: Working with Two Data Sets	37	(10)
Descriptive Analysis - Univariate: Looking for Characteristics	47	(42)
Descriptive Analysis - Bivariate: Looking for Patterns	89	(27)
Explanatory Analysis: Looking for Influences	116	(43)
Inferential Analysis: From Sample to Population	159	(55)
Data Reduction: Preparing to Answer Research Questions	214	(35)
Real Data Analysis: Answering Research Questions	249	(57)
Glossary	306	(18)
Appendix A: Symbols	324	(2)
Appendix B: Equations	326	(7)
Appendix C: SPSS Procedures	333	(6)
Appendix D: Statistical Tables	339	(5)
References	344	(3)
Index	347	(6)
Summary Chart of Methods	353