Literature DB >> 29536416

Designing an Agent-Based Model Using Group Model Building: Application to Food Insecurity Patterns in a U.S. Midwestern Metropolitan City.

Keumseok Koh1, Rebecca Reno2, Ayaz Hyder3.   

Abstract

Recent advances in computing resources have increased interest in systems modeling and population health. While group model building (GMB) has been effectively applied in developing system dynamics models (SD), few studies have used GMB for developing an agent-based model (ABM). This article explores the use of a GMB approach to develop an ABM focused on food insecurity. In our GMB workshops, we modified a set of the standard GMB scripts to develop and validate an ABM in collaboration with local experts and stakeholders. Based on this experience, we learned that GMB is a useful collaborative modeling platform for modelers and community experts to address local population health issues. We also provide suggestions for increasing the use of the GMB approach to develop rigorous, useful, and validated ABMs.

Entities:  

Keywords:  Agent-based modeling; Food insecurity; Group model building; System dynamics; Systems science

Mesh:

Year:  2018        PMID: 29536416      PMCID: PMC5906389          DOI: 10.1007/s11524-018-0230-1

Source DB:  PubMed          Journal:  J Urban Health        ISSN: 1099-3460            Impact factor:   3.671


  14 in total

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Review 4.  Identifying and defining the dimensions of community capacity to provide a basis for measurement.

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

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9.  A Study Protocol for Applying User Participation and Co-Learning-Lessons Learned from the eBalance Project.

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10.  Applying a system dynamics modelling approach to explore policy options for improving neonatal health in Uganda.

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  2 in total

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Authors:  Nabila El-Bassel; Louisa Gilbert; Tim Hunt; Elwin Wu; Emmanuel A Oga; Trena I Mukherjee; Aimee N C Campbell; Nasim Sabounchi; Damara Gutnick; Robin Kerner; Kamilla L Venner; David Lounsbury; Terry T K Huang; Bruce Rapkin
Journal:  Drug Alcohol Depend       Date:  2021-03-18       Impact factor: 4.492

2.  Novel participatory methods for co-building an agent-based model of physical activity with youth.

Authors:  Leah Frerichs; Natalie Smith; Jill A Kuhlberg; Gretchen Mason; Damie Jackson-Diop; Doris Stith; Giselle Corbie-Smith; Kristen Hassmiller Lich
Journal:  PLoS One       Date:  2020-11-10       Impact factor: 3.240

  2 in total

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