Multilevel Modelling for Public Health and Health Services Research: Health in Context [Internet]
Review
Cham (CH): Springer; 2020.
Authors
Alastair H. Leyland
1
,
Peter P. Groenewegen
2
Affiliations
1
MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK
2
Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
PMID:
33347097
Bookshelf ID:
NBK565715
DOI:
10.1007/978-3-030-34801-4
No abstract available
Copyright 2020, The Author(s). This book is an open access publication.
Sections
Preface
Acknowledgements
About the Authors
I. Theoretical, Conceptual and Methodological Background
1. Introduction
2. Health in Context
3. What Is Multilevel Modelling?
4. Multilevel Data Structures
II. Statistical Background
5. Graphs and Equations
6. Apportioning Variation in Multilevel Models
III. The Modelling Process and Presentation of Research
7. Context, Composition and How Their Influences Vary
8. Ecometrics: Using MLA to Construct Contextual Variables from Individual Data
9. Modelling Strategies
10. Reading and Writing
IV. Tutorials with Example Datasets
11. Multilevel Linear Regression Using MLwiN: Mortality in England and Wales, 1979–1992
12. Multilevel Logistic Regression Using MLwiN: Referrals to Physiotherapy
13. Untangling Context and Composition
Publication types
Review