|About the book|
Quantitative Methods in Educational and Social Research Using SPSS bridges the gap between introductory and advanced volumes on quantitative methods. Central to the text is an emphasis on the concept of modelling at the core of data analysis.
The implications of the modelling approach are taken all the way back to the stages of research design and sampling, and use of simple descriptive statistics. Using this as a lens the book then moves on to explain carefully a full range of statistical techniques from basic procedures such as correlation and analysis of variance, to advanced methods such as multiple regression, path analysis and multilevel modelling.
Key features of the book include:
This book is for you if you are a student or researcher in education or a related field and want an introductory resource that helps you get up to speed quickly.
|About the authors|
Professor Andy Tolmie is Developmental Psychologist for the Department of Psychology and Human Development at the Institute of Education, University of London, UK.
Professor Daniel Muijs is Chair of Education at the Southampton Education School, University of Southampton, UK.
Dr Erica McAteer is Cognitive Psychologist for the Department of Psychology and Human Development at the Institute of Education, University of London, UK.
|Table of contents|
Section One: Modelling and research design
An introduction to the concept of data modelling
Survey, experimental and secondary research
Section Two: Modelling associations between variables
Modelling categorical data
Measuring association in continuous data
Multiple regression with categorical predictors
Section Three: Modelling and concepts of measurement
Concepts of measurement revisited
Measurement and factor analysis
Section Four: Modelling complex relationships
Complex models in multiple regression
Complex ANOVA designs
Conventions on reporting results of statistical analyses