Modeling excess weight in Spain by using deterministic and random differential equations
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Modeling excess weight in Spain by using deterministic and random differential equationsAutoria
Data de publicació
2021-07-14Editor
Universitat Politècnica de ValènciaISBN
9788409362875Cita bibliogràfica
CALATAYUD, Julia. Modeling excess weight in Spain by using deterministic and random differential equations.2021Tipus de document
info:eu-repo/semantics/conferenceObjectVersió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
In this work, the aim is to model the data from the Spanish National Health Survey (ENSE) 2017,
which gathers the percentage of overweight and obese adults in Spain from 1987 to 2017. A compartmental system of ... [+]
In this work, the aim is to model the data from the Spanish National Health Survey (ENSE) 2017,
which gathers the percentage of overweight and obese adults in Spain from 1987 to 2017. A compartmental system of differential equations is employed, based on the classification “normal weight”
(BMI < 25), “overweight” (25 ≤ BMI < 30) and “obese” (BMI ≥ 30). It is assumed homogeneous
mixing, non–constant population, and social transmission of excess weight due to peer pressure.
The model is randomized by incorporating a discrete Gaussian error (frequentist regression), random parameters (Bayesian inference), and a Gaussian white noise error (Itˆo stochastic differential
equation). In all those cases, inverse parameter estimation is conducted. Some remarkable results
are obtained. The long–term behavior of the system shows that 37% and 24% of Spanish adults
will be overweight and obese in the long run, respectively. The sensitivity analyses from the different strategies agree and suggest that prevention strategies are more important than treatment
strategies to control adulthood obesity. This methodology and the results are based on the recent
papers [1] and [2]. [-]
Descripció
Ponencia presentada en: XXIII Mathematical Modeling in Engineering & Human Behaviour 2021 Conference (MME&HB 2021). UPV, 13-16 de julio de 2021
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