Literature DB >> 26576335

Modeling social norms and social influence in obesity.

David A Shoham1, Ross Hammond2, Hazhir Rahmandad3, Youfa Wang4, Peter Hovmand5.   

Abstract

The worldwide increase in obesity has led to changes in what is considered "normal" or desirable weight, especially among populations at higher risk. We show that social norms are key to understanding the obesity epidemic, and that social influence mechanisms provide a necessary linkage between individual obesity-related behaviors and population-level characteristics. Because influence mechanisms cannot be directly observed, we show how three complex systems tools may be used to gain insights into observed epidemiologic patterns: social network analysis, agent-based modeling, and systems dynamics modeling. However, simulation and mathematical modeling approaches raise questions regarding acceptance of findings, especially among policy makers. Nevertheless, we point to modeling successes in obesity and other fields, including the NIH-funded National Collaborative on Childhood Obesity Research (NCCOR) Envison project.

Entities:  

Keywords:  Social influence; agent-based modeling; health policy; norms; obesity; social epidemiology; social network analysis; system dynamics modeling

Year:  2015        PMID: 26576335      PMCID: PMC4643315          DOI: 10.1007/s40471-014-0032-2

Source DB:  PubMed          Journal:  Curr Epidemiol Rep


  53 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  2002-05-07       Impact factor: 11.205

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3.  Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks.

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Journal:  Demography       Date:  2009-02

4.  Control theory: a useful conceptual framework for personality-social, clinical, and health psychology.

Authors:  C S Carver; M F Scheier
Journal:  Psychol Bull       Date:  1982-07       Impact factor: 17.737

5.  Homophily and Contagion Are Generically Confounded in Observational Social Network Studies.

Authors:  Cosma Rohilla Shalizi; Andrew C Thomas
Journal:  Sociol Methods Res       Date:  2011-05

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.  From "overweight" to "about right": evidence of a generational shift in body weight norms.

Authors:  Mary A Burke; Frank W Heiland; Carl M Nadler
Journal:  Obesity (Silver Spring)       Date:  2009-10-29       Impact factor: 5.002

8.  The relation between body size perception and change in body mass index over 13 years: the Coronary Artery Risk Development in Young Adults (CARDIA) study.

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Journal:  Am J Epidemiol       Date:  2009-02-16       Impact factor: 4.897

9.  An evaluation framework for obesity prevention policy interventions.

Authors:  Jennifer Leeman; Janice Sommers; Maihan Vu; Jan Jernigan; Gayle Payne; Diane Thompson; Claire Heiser; Rosanne Farris; Alice Ammerman
Journal:  Prev Chronic Dis       Date:  2012-06-28       Impact factor: 2.830

10.  An actor-based model of social network influence on adolescent body size, screen time, and playing sports.

Authors:  David A Shoham; Liping Tong; Peter J Lamberson; Amy H Auchincloss; Jun Zhang; Lara Dugas; Jay S Kaufman; Richard S Cooper; Amy Luke
Journal:  PLoS One       Date:  2012-06-29       Impact factor: 3.240

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  11 in total

1.  A multifactorial obesity model developed from nationwide public health exposome data and modern computational analyses.

Authors:  LisaAnn S Gittner; Barbara J Kilbourne; Ravi Vadapalli; Hafiz M K Khan; Michael A Langston
Journal:  Obes Res Clin Pract       Date:  2017-05-18       Impact factor: 2.288

2.  Relation of social network support to child health behaviors among children in treatment for overweight/obesity.

Authors:  Lauren A Fowler; Mark D Litt; Sophia A Rotman; Rachel P Kolko Conlon; Jessica Jakubiak; Richard I Stein; Katherine N Balantekin; R Robinson Welch; Michael G Perri; Leonard H Epstein; Denise E Wilfley
Journal:  Eat Weight Disord       Date:  2021-09-21       Impact factor: 3.008

Review 3.  Nutrition and the science of disease prevention: a systems approach to support metabolic health.

Authors:  Brian J Bennett; Kevin D Hall; Frank B Hu; Anne L McCartney; Christina Roberto
Journal:  Ann N Y Acad Sci       Date:  2015-09       Impact factor: 5.691

Review 4.  Using Agent-Based Models to Develop Public Policy about Food Behaviours: Future Directions and Recommendations.

Authors:  Philippe J Giabbanelli; Rik Crutzen
Journal:  Comput Math Methods Med       Date:  2017-03-21       Impact factor: 2.238

5.  Dynamics of Implementation and Maintenance of Organizational Health Interventions.

Authors:  Mohammad S Jalali; Hazhir Rahmandad; Sally Lawrence Bullock; Alice Ammerman
Journal:  Int J Environ Res Public Health       Date:  2017-08-15       Impact factor: 3.390

6.  The dual role of friendship and antipathy relations in the marginalization of overweight children in their peer networks: The TRAILS Study.

Authors:  Kayla de la Haye; Jan Kornelis Dijkstra; Miranda J Lubbers; Loes van Rijsewijk; Ronald Stolk
Journal:  PLoS One       Date:  2017-06-07       Impact factor: 3.240

7.  Assessing the Impact of Lifestyle Interventions on Diabetes Prevention in China: A Modeling Approach.

Authors:  Linna Luo; Bowen Pang; Jian Chen; Yan Li; Xiaolei Xie
Journal:  Int J Environ Res Public Health       Date:  2019-05-14       Impact factor: 3.390

8.  Design and methods of Shape Up Under 5: Integration of systems science and community-engaged research to prevent early childhood obesity.

Authors:  Julia M Appel; Karen Fullerton; Erin Hennessy; Ariella R Korn; Alison Tovar; Steven Allender; Peter S Hovmand; Matt Kasman; Boyd A Swinburn; Ross A Hammond; Christina D Economos
Journal:  PLoS One       Date:  2019-08-01       Impact factor: 3.240

9.  Protocol for a randomized controlled trial testing the impact of feedback on familial risk of chronic diseases on family-level intentions to participate in preventive lifestyle behaviors.

Authors:  Carlene J Wilson; Kayla de la Haye; John Coveney; Donna L Hughes; Amanda Hutchinson; Caroline Miller; Ivanka Prichard; Paul Ward; Laura M Koehly
Journal:  BMC Public Health       Date:  2016-09-13       Impact factor: 3.295

10.  From awareness to behaviour: Testing a hierarchy of effects model on the Australian Make Healthy Normal campaign using mediation analysis.

Authors:  James Kite; Joanne Gale; Anne Grunseit; Vincy Li; William Bellew; Adrian Bauman
Journal:  Prev Med Rep       Date:  2018-09-11
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