Using agent‐based models to develop public policy about food behaviours: future directions and recommendations

PJ Giabbanelli, R Crutzen - Computational and mathematical …, 2017 - Wiley Online Library
Most adults are overweight or obese in many western countries. Several population‐level
interventions on the physical, economical, political, or sociocultural environment have thus …

A fuzzy cognitive map of the psychosocial determinants of obesity

PJ Giabbanelli, T Torsney-Weir, VK Mago - Applied soft computing, 2012 - Elsevier
Two thirds of American adults are now obese or overweight, and this proportion continues to
increase. Primary care doctors are placed at the front lines in addressing the obesity …

Modelling the joint effect of social determinants and peers on obesity among Canadian adults

PJ Giabbanelli, PJ Jackson, DT Finegood - Theories and simulations of …, 2013 - Springer
A novel framework for modelling trends in obesity is presented. The framework, integrating
both Fuzzy Cognitive Maps (FCMs) and social networks, is applied to the problem of obesity …

Teaching computational modeling in the data science era

PJ Giabbanelli, VK Mago - Procedia Computer Science, 2016 - Elsevier
Integrating data and models is an important and still challenging goal in science.
Computational modeling has been taught for decades and regularly revised, for example in …

Analyzing the complexity of behavioural factors influencing weight in adults

PJ Giabbanelli - Advanced Data Analytics in Health, 2018 - Springer
Managing obesity is a difficult and pressing problem given its detrimental health effects and
associated healthcare costs. This difficulty stems from obesity being the result of a complex …

[PDF][PDF] Computational models of chronic diseases: understanding and leveraging complexity

PJ Giabbanelli - 2014 - core.ac.uk
People struggle to implement interventions that create a significant and sustainable weight
loss. This suggests that we need to move beyond viewing obesity as a mere matter of diet …

To Err Is Human: The Effect of Mistakes in Social Simulations

JT Beerman - 2023 - search.proquest.com
Abstract In Modeling & Simulation, a model must be fit for purpose. In the case of models for
social simulations, it means that we must adequately capture the mechanisms of human …