Monitoring the Health of Populations: Statistical Principles and Methods for Public Health Surveillance
Ron Brookmeyer and Donna F. Stroup
Abstract
Public health faces critical challenges ranging from outbreaks of new and old pathogens to the threat of bioterrorism, and the impact of lifestyle and environmental changes on health. Modern tools of public health surveillance and sound statistical practices are essential for meeting these challenges and providing accurate warnings about real public health threats while minimizing false alarms. Advances in statistical techniques, computing power, and the Internet have led to many new approaches to monitoring population health, analyzing the data, and rapidly sharing it. This text explores the ... More
Public health faces critical challenges ranging from outbreaks of new and old pathogens to the threat of bioterrorism, and the impact of lifestyle and environmental changes on health. Modern tools of public health surveillance and sound statistical practices are essential for meeting these challenges and providing accurate warnings about real public health threats while minimizing false alarms. Advances in statistical techniques, computing power, and the Internet have led to many new approaches to monitoring population health, analyzing the data, and rapidly sharing it. This text explores the critical issues in the statistical analysis and interpretation of public health surveillance data. It covers the statistical methods for detecting disease outbreaks and clusters, the use of survey methods, interpreting time trends and geographic patterns, exploratory statistical analysis of surveillance data, and Web-based health reporting systems for the rapid detection of public health problems, among other topics. The methodological approaches are illustrated in discussions of several current public health issues, including the HIV/AIDS epidemic, anthrax, health effects of particulate air pollution, and trends in prostate cancer. The methods are broadly applicable to surveillance systems and registries for numerous health conditions, for example infectious diseases, chronic diseases, adverse drug reactions. The book provides numerous illustrations, examples, and practical information for actually implementing the methods.
Keywords:
public health,
surveillance,
statistics,
bio-statistics,
epidemiology,
populations
Bibliographic Information
| Print publication date: 2003 |
Print ISBN-13: 9780195146493 |
| Published to Oxford Scholarship Online: September 2009 |
DOI:10.1093/acprof:oso/9780195146493.001.0001 |
Authors
Affiliations are at time of print publication.
Ron Brookmeyer, Editor
Johns Hopkins University, USA
Donna F. Stroup, Editor
Centers for Disease Control and Prevention, USA
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