Literature DB >> 17329122

Causal system modeling in chronic disease epidemiology: a proposal.

Roberta B Ness1, James S Koopman, Mark S Roberts.   

Abstract

We propose dynamic systems models as one component of the epidemiologic toolbox. Systems models reflect the fact that diseases are caused within complex molecular, biological, and social systems, with positive and negative feedback. Such models predict empiric observations, provide a framework for clarifying what new data is needed, allow for complex interactions between variables at levels from the subcellular to the community, and incorporate known feedbacks between systems elements at these various levels. In all of these ways, they have the capability to advance the science of epidemiology.

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Year:  2007        PMID: 17329122     DOI: 10.1016/j.annepidem.2006.10.014

Source DB:  PubMed          Journal:  Ann Epidemiol        ISSN: 1047-2797            Impact factor:   3.797


  21 in total

1.  Population vulnerabilities and capacities related to health: a test of a model.

Authors:  Jennifer Ahern; Sandro Galea; Alan Hubbard; Adam Karpati
Journal:  Soc Sci Med       Date:  2007-11-19       Impact factor: 4.634

2.  Estimating the effects of potential public health interventions on population disease burden: a step-by-step illustration of causal inference methods.

Authors:  Jennifer Ahern; Alan Hubbard; Sandro Galea
Journal:  Am J Epidemiol       Date:  2009-03-06       Impact factor: 4.897

3.  Causal thinking and complex system approaches in epidemiology.

Authors:  Sandro Galea; Matthew Riddle; George A Kaplan
Journal:  Int J Epidemiol       Date:  2009-10-09       Impact factor: 7.196

4.  Formalizing the role of agent-based modeling in causal inference and epidemiology.

Authors:  Brandon D L Marshall; Sandro Galea
Journal:  Am J Epidemiol       Date:  2014-12-05       Impact factor: 4.897

Review 5.  Agent-based modeling of noncommunicable diseases: a systematic review.

Authors:  Roch A Nianogo; Onyebuchi A Arah
Journal:  Am J Public Health       Date:  2015-01-20       Impact factor: 9.308

Review 6.  Early chronic kidney disease: diagnosis, management and models of care.

Authors:  Olivier J Wouters; Donal J O'Donoghue; James Ritchie; Panos G Kanavos; Andrew S Narva
Journal:  Nat Rev Nephrol       Date:  2015-06-09       Impact factor: 28.314

Review 7.  Conceptual approaches to the study of health disparities.

Authors:  Ana V Diez Roux
Journal:  Annu Rev Public Health       Date:  2012-01-03       Impact factor: 21.981

8.  Neighborhood smoking norms modify the relation between collective efficacy and smoking behavior.

Authors:  Jennifer Ahern; Sandro Galea; Alan Hubbard; S Leonard Syme
Journal:  Drug Alcohol Depend       Date:  2008-11-17       Impact factor: 4.492

Review 9.  Cancer epidemiology: study designs and data analysis.

Authors:  N Malats; G Castaño-Vinyals
Journal:  Clin Transl Oncol       Date:  2007-05       Impact factor: 3.405

10.  Complex systems thinking and current impasses in health disparities research.

Authors:  Ana V Diez Roux
Journal:  Am J Public Health       Date:  2011-07-21       Impact factor: 11.561

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