Fach Bergreifendes Forum F R Mythos Forschung
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Multivariate Analysis
Data can be extremely valuable if we are able to extract information from them. This is why multivariate data analysis is essential for business and science. This book offers an easy-to-understand introduction to the most relevant methods of multivariate data analysis. It is strictly application-oriented, requires little knowledge of mathematics and statistics, demonstrates the procedures with numerical examples and illustrates each method via a case study solved with IBM’s statistical software package SPSS. Extensions of the methods and links to other procedures are discussed and recommendations for application are given. An introductory chapter presents the basic ideas of the multivariate methods covered in the book and refreshes statistical basics which are relevant to all methods. For the 2nd edition, all chapters were checked and calculated using the current version of IBM SPSS. Contents Introduction to empirical data analysis Regression analysis Analysis of variance Discriminant analysis Logistic regression Contingency analysis Factor analysis Cluster analysis Conjoint analysis The original German version is now available in its 17th edition. In 2015, this book was honored by the Federal Association of German Market and Social Researchers as “the textbook that has shaped market research and practice in German-speaking countries”. A Chinese version is available in its 3rd edition. On the website www.multivariate-methods.info, the authors further analyze the data with Excel and R and provide additional material to facilitate the understanding of the different multivariate methods. In addition, interactive flashcards are available to the reader for reviewing selected focal points. Download the Springer Nature Flashcards App and use exclusive content to test your knowledge.
Understanding the Social Outcomes of Learning
This report is OECD’s first attempt to gather and synthesise developments in measuring the social effects of education. It focuses on health and civic and social engagement.
The Benefits of Learning
How do education and learning really impact on people's lives? The Benefits of Learning is a detailed, systematic and vivid account of the impact of formal and informal education on people's lives. Based on extended interviews with adults of all ages, it shows how learning affects their health, family lives and participation in civic life, revealing the downsides of education as well as the benefits. At a time when education is in danger of being narrowly regarded as an instrument of economic growth, this study covers: * the interaction between learning and people's physical and psychological well-being * the way learning impacts on family life and communication between generations * the effect on people's ability and motivation to take part in civic and community life. Packed with detail from adults' own accounts of their lives, the book reveals how learning enables people to sustain themselves and their communities in the face of daily stresses and strains, as well as sometimes transforming their lives. The book opens up new avenues for debate. It is a valuable resource for education researchers and of particular interest to education policy makers, adult education practitioners, health educators and postgraduate students in education.