TY - JOUR
T1 - Incorporating Systems Science Principles into the Development of Obesity Prevention Interventions
T2 - Principles, Benefits, and Challenges
AU - Gittelsohn, Joel
AU - Mui, Yeeli
AU - Adam, Atif
AU - Lin, Sen
AU - Kharmats, Anna
AU - Igusa, Takeru
AU - Lee, Bruce Y.
N1 - Funding Information:
Research reported in this publication was supported by the Global Obesity Prevention Center (GOPC) at Johns Hopkins, and the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) and the Office of the Director, National Institutes of Health (OD) under award number U54HD070725. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Atif Adam, Sen Lin, Anna Kharmats, and Takeru Igusa report grants from NICHD U-54 Grant # 1U54HD070725-02.
PY - 2015/6/1
Y1 - 2015/6/1
N2 - Systems modeling represents an innovative approach for addressing the obesity epidemic at the community level. We developed an agent-based model of the Baltimore City food environment that permits us to assess the relative impact of different programs and policies, alone and in combination, and potential unexpected consequences. Based on this experience, and a review of literature, we have identified a set of principles, potential benefits, and challenges. Some of the key principles include the importance of early and multilevel engagement with the community prior to initiating model development and continued engagement and testing with community stakeholders. Important benefits include improving community stakeholder understanding of the system, testing of interventions before implementation, and identification of unexpected consequences. Challenges in these models include deciding on the most important, yet parsimonious factors to consider, how to model food source and food selection behavior in a realistic yet transferable manner, and identifying the appropriate outcomes and limitations of the model.
AB - Systems modeling represents an innovative approach for addressing the obesity epidemic at the community level. We developed an agent-based model of the Baltimore City food environment that permits us to assess the relative impact of different programs and policies, alone and in combination, and potential unexpected consequences. Based on this experience, and a review of literature, we have identified a set of principles, potential benefits, and challenges. Some of the key principles include the importance of early and multilevel engagement with the community prior to initiating model development and continued engagement and testing with community stakeholders. Important benefits include improving community stakeholder understanding of the system, testing of interventions before implementation, and identification of unexpected consequences. Challenges in these models include deciding on the most important, yet parsimonious factors to consider, how to model food source and food selection behavior in a realistic yet transferable manner, and identifying the appropriate outcomes and limitations of the model.
KW - African American
KW - Benefits
KW - Challenges
KW - Obesity
KW - Prevention
KW - Principles
KW - Systems science models
KW - Urban
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U2 - 10.1007/s13679-015-0147-x
DO - 10.1007/s13679-015-0147-x
M3 - Article
C2 - 26069864
AN - SCOPUS:85050579727
SN - 2162-4968
VL - 4
SP - 174
EP - 181
JO - Current Obesity Reports
JF - Current Obesity Reports
IS - 2
ER -