Literature DB >> 22224885

Systems science methods in public health: dynamics, networks, and agents.

Douglas A Luke1, Katherine A Stamatakis.   

Abstract

Complex systems abound in public health. Complex systems are made up of heterogeneous elements that interact with one another, have emergent properties that are not explained by understanding the individual elements of the system, persist over time, and adapt to changing circumstances. Public health is starting to use results from systems science studies to shape practice and policy, for example in preparing for global pandemics. However, systems science study designs and analytic methods remain underutilized and are not widely featured in public health curricula or training. In this review we present an argument for the utility of systems science methods in public health, introduce three important systems science methods (system dynamics, network analysis, and agent-based modeling), and provide three case studies in which these methods have been used to answer important public health science questions in the areas of infectious disease, tobacco control, and obesity.

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Year:  2012        PMID: 22224885      PMCID: PMC3644212          DOI: 10.1146/annurev-publhealth-031210-101222

Source DB:  PubMed          Journal:  Annu Rev Public Health        ISSN: 0163-7525            Impact factor:   21.981


  91 in total

Review 1.  Simulation models of obesity: a review of the literature and implications for research and policy.

Authors:  D T Levy; P L Mabry; Y C Wang; S Gortmaker; T T-K Huang; T Marsh; M Moodie; B Swinburn
Journal:  Obes Rev       Date:  2010-10-26       Impact factor: 9.213

2.  Translating evidence into practice: a shared priority in public health?

Authors:  H McAneney; J F McCann; L Prior; J Wilde; F Kee
Journal:  Soc Sci Med       Date:  2010-02-18       Impact factor: 4.634

3.  Social networks and the spread of infectious diseases: the AIDS example.

Authors:  A S Klovdahl
Journal:  Soc Sci Med       Date:  1985       Impact factor: 4.634

4.  Understanding diabetes population dynamics through simulation modeling and experimentation.

Authors:  Andrew P Jones; Jack B Homer; Dara L Murphy; Joyce D K Essien; Bobby Milstein; Donald A Seville
Journal:  Am J Public Health       Date:  2006-01-31       Impact factor: 9.308

5.  An agent-based model of income inequalities in diet in the context of residential segregation.

Authors:  Amy H Auchincloss; Rick L Riolo; Daniel G Brown; Jeremy Cook; Ana V Diez Roux
Journal:  Am J Prev Med       Date:  2011-03       Impact factor: 5.043

6.  Exploiting social networks to mitigate the obesity epidemic.

Authors:  David B Bahr; Raymond C Browning; Holly R Wyatt; James O Hill
Journal:  Obesity (Silver Spring)       Date:  2009-01-15       Impact factor: 5.002

7.  Media coverage of the measles-mumps-rubella vaccine and autism controversy and its relationship to MMR immunization rates in the United States.

Authors:  Michael J Smith; Susan S Ellenberg; Louis M Bell; David M Rubin
Journal:  Pediatrics       Date:  2008-04       Impact factor: 7.124

8.  Cluster of cases of the acquired immune deficiency syndrome. Patients linked by sexual contact.

Authors:  D M Auerbach; W W Darrow; H W Jaffe; J W Curran
Journal:  Am J Med       Date:  1984-03       Impact factor: 4.965

9.  The spatial ecology of alcohol problems: niche theory and assortative drinking.

Authors:  Paul J Gruenewald
Journal:  Addiction       Date:  2007-06       Impact factor: 6.526

10.  Modeling the local dynamics of cardiovascular health: risk factors, context, and capacity.

Authors:  Jack Homer; Bobby Milstein; Kristina Wile; Parakash Pratibhu; Rosanne Farris; Diane R Orenstein
Journal:  Prev Chronic Dis       Date:  2008-03-15       Impact factor: 2.830

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  172 in total

1.  Integrating Systems Science and Community-Based Participatory Research to Achieve Health Equity.

Authors:  Leah Frerichs; Kristen Hassmiller Lich; Gaurav Dave; Giselle Corbie-Smith
Journal:  Am J Public Health       Date:  2015-12-21       Impact factor: 9.308

2.  A systemic approach to achieving population-level impact in injury and violence prevention.

Authors:  L Shakiyla Smith; Natalie J Wilkins; Roderick J McClure
Journal:  Syst Res Behav Sci       Date:  2020-01-14

3.  Understanding social forces involved in diabetes outcomes: a systems science approach to quality-of-life research.

Authors:  David W Lounsbury; Gary B Hirsch; Chawntel Vega; Carolyn E Schwartz
Journal:  Qual Life Res       Date:  2013-09-24       Impact factor: 4.147

4.  Enhancing dissemination and implementation research using systems science methods.

Authors:  Jessica G Burke; Kristen Hassmiller Lich; Jennifer Watling Neal; Helen I Meissner; Michael Yonas; Patricia L Mabry
Journal:  Int J Behav Med       Date:  2015-06

5.  Solving Homelessness from a Complex Systems Perspective: Insights for Prevention Responses.

Authors:  Patrick J Fowler; Peter S Hovmand; Katherine E Marcal; Sanmay Das
Journal:  Annu Rev Public Health       Date:  2019-01-02       Impact factor: 21.981

Review 6.  Racial/Ethnic Residential Segregation, Obesity, and Diabetes Mellitus.

Authors:  Kiarri N Kershaw; Ashley E Pender
Journal:  Curr Diab Rep       Date:  2016-11       Impact factor: 4.810

7.  Modeling Social Capital as Dynamic Networks to Promote Access to Oral Healthcare.

Authors:  Hua Wang; Mary E Northridge; Carol Kunzel; Qiuyi Zhang; Susan S Kum; Jessica L Gilbert; Zhu Jin; Sara S Metcalf
Journal:  Soc Cult Behav Model (2016)       Date:  2016 Jun-Jul

8.  Defining and Measuring Community Engagement and Community-Engaged Research: Clinical and Translational Science Institutional Practices.

Authors:  Milton Mickey Eder; Eunbyul Evans; Melanie Funes; Hui Hong; Katja Reuter; Syed Ahmed; Karen Calhoun; Giselle Corbie-Smith; Gaurav Dave; Mia DeFino; Eileen Harwood; Anne Kissack; Lawrence C Kleinman; Nina Wallerstein
Journal:  Prog Community Health Partnersh       Date:  2018

9.  Combining Community-Engaged Research with Group Model Building to Address Racial Disparities in Breast Cancer Mortality and Treatment.

Authors:  Faustine Williams; Graham A Colditz; Peter Hovmand; Sarah Gehlert
Journal:  J Health Dispar Res Pract       Date:  2018

10.  Epidemiological Modeling of Bovine Brucellosis in India.

Authors:  Gloria J Kang; L Gunaseelan; Kaja M Abbas
Journal:  Proc IEEE Int Conf Big Data       Date:  2014-10
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