A model of social influence on body mass index

Ann N Y Acad Sci. 2014 Dec;1331(1):34-42. doi: 10.1111/nyas.12344. Epub 2014 Feb 14.

Abstract

In this paper, we develop an agent-based model of social influence on body weight. The model's assumptions are grounded in theory and evidence from physiology, social psychology, and behavioral science, and its outcomes are tested against longitudinal data from American youth. We discuss the implementation of the model, the insights it generates, and its implications for public health policy. By explicating a well-grounded dynamic mechanism, our analysis helps clarify important dependencies for both efforts to leverage social influence for obesity intervention and efforts to interpret clustering of BMI in networks.

Keywords: agent-based modeling; body weight norms; obesity; social influence.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adolescent
  • Adult
  • Algorithms
  • Body Composition
  • Body Mass Index*
  • Body Weight
  • Child
  • Computer Simulation
  • Female
  • Health Behavior
  • Health Policy
  • Humans
  • Longitudinal Studies
  • Male
  • Models, Biological
  • Obesity / therapy
  • Public Health
  • Regression Analysis
  • Social Behavior*