Jump to ContentJump to Main Navigation
Neighborhoods and Health$
Users without a subscription are not able to see the full content.

Ichiro Kawachi and Lisa F. Berkman

Print publication date: 2003

Print ISBN-13: 9780195138382

Published to Oxford Scholarship Online: September 2009

DOI: 10.1093/acprof:oso/9780195138382.001.0001

Show Summary Details
Page of

PRINTED FROM OXFORD SCHOLARSHIP ONLINE (www.oxfordscholarship.com). (c) Copyright Oxford University Press, 2019. All Rights Reserved. Under the terms of the licence agreement, an individual user may print out a PDF of a single chapter of a monograph in OSO for personal use (for details see www.oxfordscholarship.com/page/privacy-policy).date: 22 April 2019

Multilevel Methods for Public Health Research

Multilevel Methods for Public Health Research

Chapter:
(p.65) 4 Multilevel Methods for Public Health Research
Source:
Neighborhoods and Health
Author(s):

S. V. Subramanian

Kelvyn Jones

Craig Duncan

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780195138382.003.0004

This chapter begins by outlining the conceptual motivation behind multilevel analyses and by identifying a core set of research questions that this approach addresses. It then introduces the idea of multilevel structures and discusses simple and complex multilevel models. It emphasizes that the key strength of multilevel models lies in modeling heterogeneity at different levels and shows how multilevel models can be extended to additional contextual levels (e.g., neighborhoods nested within regions). The estimation procedures underlying such models are discussed, showing how a multilevel framework can provide a general, unified approach to data analysis and how this can be achieved by extensions to the basic hierarchical structure of individuals nested within contexts. The chapter concludes with a discussion of issues that researchers should be aware of when applying multilevel methods.

Keywords:   neighborhood research, health effects, organizational levels, multilevel analysis, multilevel structures, heterogeneity, estimation procedures

Oxford Scholarship Online requires a subscription or purchase to access the full text of books within the service. Public users can however freely search the site and view the abstracts and keywords for each book and chapter.

Please, subscribe or login to access full text content.

If you think you should have access to this title, please contact your librarian.

To troubleshoot, please check our FAQs , and if you can't find the answer there, please contact us .